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Yang H, Li N, Chen L, Zhou L, Zhou Y, Liu J, Jia W, Chen R, Su J, Yang L, Gong X, Zhan X. Ubiquitinomics revealed disease- and stage-specific patterns relevant for the 3PM approach in human sigmoid colon cancers. EPMA J 2023; 14:503-525. [PMID: 37605648 PMCID: PMC10439878 DOI: 10.1007/s13167-023-00328-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 06/04/2023] [Indexed: 08/23/2023]
Abstract
Objective The patients with sigmoid colorectal cancer commonly show high mortality and poor prognosis. Increasing evidence has demonstrated that the ubiquitinated proteins and ubiquitination-mediated molecular pathways influence the growth and aggressiveness of colorectal cancer. It emphasizes the scientific merits of quantitative ubiquitinomics in human sigmoid colon cancer. We hypothesize that the ubiquitinome and ubiquitination-mediated pathway networks significantly differ in sigmoid colon cancers compared to controls, which offers the promise for in-depth insight into molecular mechanisms, discovery of effective therapeutic targets, and construction of reliable biomarkers in the framework of predictive, preventive, and personalized medicine (PPPM; 3P medicine). Methods The first ubiquitinome analysis was performed with anti-K-ε-GG antibody beads (PTMScan ubiquitin remnant motif [K-ε-GG])-based label-free quantitative proteomics and bioinformatics to identify and quantify ubiquitination profiling between sigmoid colon cancer tissues and para-carcinoma tissues. A total of 100 human sigmoid colon cancer samples that included complete clinical information and the corresponding gene expression data were obtained from The Cancer Genome Atlas (TCGA). Ubiquitination was the main way of protein degradation; the relationships between differentially ubiquitinated proteins (DUPs) and their differently expressed genes (DEGs) and between DUPs and their differentially expressed proteins (DEPs) were analyzed between cancer tissues and control tissues. The overall survival of those DUPs was obtained with Kaplan-Meier method. Results A total of 1249 ubiquitinated sites within 608 DUPs were identified in human sigmoid colon cancer tissues. KEGG pathway network analysis of these DUPs revealed 35 statistically significant signaling pathways, such as salmonella infection, glycolysis/gluconeogenesis, and ferroptosis. Gene Ontology (GO) analysis of 608 DUPs revealed that protein ubiquitination was involved in 98 biological processes, 64 cellular components, 51 molecule functions, and 26 immune system processes. Protein-protein interaction (PPI) network of 608 DUPs revealed multiple high-combined scores and co-expressed DUPs. The relationship analysis between DUPs and their DEGs found 4 types of relationship models, including DUP-up (increased ubiquitination level) and DEG-up (increased gene expression), DUP-up and DEG-down (decreased gene expression), DUP-down (decreased ubiquitination level) and DEG-up, and DUP-down and DEG-down. The relationship analysis between DUPs and their DEPs found 4 types of relationship models, including DUP-up and DEP-up (increased protein expression), DUP-up and DEP-down (decreased protein expression), DUP-down and DEP-up, and DUP-down and DEP-down. Survival analysis found 46 overall survival-related DUPs in sigmoid colon cancer, and the drug sensitivity of overall survival-related DUPs were identified. Conclusion The study provided the first differentially ubiquitinated proteomic profiling, ubiquitination-involved signaling pathway network changes, and the relationship models between protein ubiquitination and its gene expression and between protein ubiquitination and its protein expression, in human sigmoid colon cancer. It offers the promise for deep insights into molecular mechanisms of sigmoid colon cancer, and discovery of effective therapeutic targets and biomarkers for patient stratification, predictive diagnosis, prognostic assessment, and personalized treatment in the context of 3P medicine. Supplementary Information The online version contains supplementary material available at 10.1007/s13167-023-00328-2.
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Affiliation(s)
- Hua Yang
- Department of Gastrointestinal Surgery, China-Japan Friendship Hospital, Beijing, 100029 People’s Republic of China
| | - Na Li
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Liang Chen
- Department of Gynecological Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117 People’s Republic of China
| | - Lei Zhou
- Department of Gastrointestinal Surgery, China-Japan Friendship Hospital, Beijing, 100029 People’s Republic of China
| | - Yuanchen Zhou
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing, 100029 People’s Republic of China
| | - Jixiang Liu
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing, 100029 People’s Republic of China
| | - Wenshuang Jia
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Ruofei Chen
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Junwen Su
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Lamei Yang
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Xiaoxia Gong
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
| | - Xianquan Zhan
- Medical Science and Technology Innovation Center, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, Shandong 250117 People’s Republic of China
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Mason SE, Manoli E, Alexander JL, Poynter L, Ford L, Paizs P, Adebesin A, McKenzie JS, Rosini F, Goldin R, Darzi A, Takats Z, Kinross JM. Lipidomic Profiling of Colorectal Lesions for Real-Time Tissue Recognition and Risk-Stratification Using Rapid Evaporative Ionization Mass Spectrometry. Ann Surg 2023; 277:e569-e577. [PMID: 34387206 DOI: 10.1097/sla.0000000000005164] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Rapid evaporative ionization mass spectrometry (REIMS) is a metabolomic technique analyzing tissue metabolites, which can be applied intraoperatively in real-time. The objective of this study was to profile the lipid composition of colorectal tissues using REIMS, assessing its accuracy for real-time tissue recognition and risk-stratification. SUMMARY BACKGROUND DATA Metabolic dysregulation is a hallmark feature of carcinogenesis; however, it remains unknown if this can be leveraged for real-time clinical applications in colorectal disease. METHODS Patients undergoing colorectal resection were included, with carcinoma, adenoma and paired-normal mucosa sampled. Ex vivo analysis with REIMS was conducted using monopolar diathermy, with the aerosol aspirated into a Xevo G2S QToF mass spectrometer. Negatively charged ions over 600 to 1000 m/z were used for univariate and multivariate functions including linear discriminant analysis. RESULTS A total of 161 patients were included, generating 1013 spectra. Unique lipidomic profiles exist for each tissue type, with REIMS differentiating samples of carcinoma, adenoma, and normal mucosa with 93.1% accuracy and 96.1% negative predictive value for carcinoma. Neoplasia (carcinoma or adenoma) could be predicted with 96.0% accuracy and 91.8% negative predictive value. Adenomas can be risk-stratified by grade of dysplasia with 93.5% accuracy, but not histological subtype. The structure of 61 lipid metabolites was identified, revealing that during colorectal carcinogenesis there is progressive increase in relative abundance of phosphatidylglycerols, sphingomyelins, and mono-unsaturated fatty acid-containing phospholipids. CONCLUSIONS The colorectal lipidome can be sampled by REIMS and leveraged for accurate real-time tissue recognition, in addition to riskstratification of colorectal adenomas. Unique lipidomic features associated with carcinogenesis are described.
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Affiliation(s)
- Sam E Mason
- Department of Surgery and Cancer, Imperial College, London
| | | | - James L Alexander
- Department of Metabolism, Digestion and Reproduction, Imperial College, London; and
| | - Liam Poynter
- Department of Surgery and Cancer, Imperial College, London
| | - Lauren Ford
- Department of Surgery and Cancer, Imperial College, London
| | - Petra Paizs
- Department of Metabolism, Digestion and Reproduction, Imperial College, London; and
| | - Afeez Adebesin
- Department of Surgery and Cancer, Imperial College, London
| | - James S McKenzie
- Department of Metabolism, Digestion and Reproduction, Imperial College, London; and
| | | | - Rob Goldin
- Department of Metabolism, Digestion and Reproduction, Imperial College, London; and
| | - Ara Darzi
- Department of Surgery and Cancer, Imperial College, London
| | - Zoltan Takats
- Department of Metabolism, Digestion and Reproduction, Imperial College, London; and
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Alessandro R, Fontana S, Kohn E, De Leo G. Proteomic Strategies and their Application in Cancer Research. TUMORI JOURNAL 2019; 91:447-55. [PMID: 16457140 DOI: 10.1177/030089160509100601] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The understanding of carcinogenesis and tumor progression on a molecular basis needs a detailed study of proteins as effector molecules and as critical components of the multiple interconnected signaling pathways that drive the neoplastic phenotype. Thus, the proteomic approach represents a powerful tool for the challenge of the post-genomic era. The term “cancer proteome” refers to the collection of proteins expressed by a given cancer cell and should be considered as a highly dynamic entity within the cell, which affects a variety of cellular activities. The emerging proteomic analysis platforms including 2D-PAGE, mass spectrometry technologies, and protein microarrays represent powerful tools to study and understand cancer. These systems aim to not only identify, catalogue, and characterize cancer proteins, but also to unveil how they interact to affect overall tumor progression. Moreover, recent studies on various cancers have reported promising results concerning the detection of novel molecular biomarkers useful in the early diagnosis of cancer and in drug discovery. Thus, a new subdiscipline named clinical proteomics, concomitant with new molecular technologies that are developed, demonstrates promise to discover new cancer biomarkers. The early diagnosis of cancer, even in a premalignant state, is crucial for the successful treatment of this disease. For these reasons, it is clear that the identification of biomarkers for the early diagnosis of cancer should represent one of the main goals of this emerging field of study.
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Affiliation(s)
- Riccardo Alessandro
- Dipartimento di Biopatologia e Metodologie Biomediche, Università di Palermo, Palermo, Italy.
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Quesada-Calvo F, Massot C, Bertrand V, Longuespée R, Blétard N, Somja J, Mazzucchelli G, Smargiasso N, Baiwir D, De Pauw-Gillet MC, Delvenne P, Malaise M, Coimbra Marques C, Polus M, De Pauw E, Meuwis MA, Louis E. OLFM4, KNG1 and Sec24C identified by proteomics and immunohistochemistry as potential markers of early colorectal cancer stages. Clin Proteomics 2017; 14:9. [PMID: 28344541 PMCID: PMC5364649 DOI: 10.1186/s12014-017-9143-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 02/21/2017] [Indexed: 12/17/2022] Open
Abstract
Background Despite recent advances in colorectal cancer (CRC) diagnosis and population screening programs, the identification of patients with preneoplastic lesions or with early CRC stages remains challenging and is important for reducing CRC incidence and increasing patient’s survival.
Methods We analysed 76 colorectal tissue samples originated from early CRC stages, normal or inflamed mucosa by label-free proteomics. The characterisation of three selected biomarker candidates was performed by immunohistochemistry on an independent set of precancerous and cancerous lesions harbouring increasing CRC stages. Results Out of 5258 proteins identified, we obtained 561 proteins with a significant differential distribution among groups of patients and controls. KNG1, OLFM4 and Sec24C distributions were validated in tissues and showed different expression levels especially in the two early CRC stages compared to normal and preneoplastic tissues. Conclusion We highlighted three proteins that require further investigations to better characterise their role in early CRC carcinogenesis and their potential as early CRC markers. Electronic supplementary material The online version of this article (doi:10.1186/s12014-017-9143-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Florence Quesada-Calvo
- Gastroenterology Department, GIGA-R, Liège University Hospital CHU, ULg, GIGA CHU-B34 Avenue de l'Hôpital 11, 4000 Liège, Belgium
| | - Charlotte Massot
- Gastroenterology Department, GIGA-R, Liège University Hospital CHU, ULg, GIGA CHU-B34 Avenue de l'Hôpital 11, 4000 Liège, Belgium
| | - Virginie Bertrand
- Laboratory of Mass Spectrometry, Chemistry Department, GIGA-R, CART, ULg, 4000 Liège, Belgium
| | - Rémi Longuespée
- Laboratory of Mass Spectrometry, Chemistry Department, GIGA-R, CART, ULg, 4000 Liège, Belgium
| | - Noëlla Blétard
- Department of Anatomy and Pathology, GIGA-R, Liège University Hospital CHU, ULg, 4000 Liège, Belgium
| | - Joan Somja
- Department of Anatomy and Pathology, GIGA-R, Liège University Hospital CHU, ULg, 4000 Liège, Belgium
| | - Gabriel Mazzucchelli
- Laboratory of Mass Spectrometry, Chemistry Department, GIGA-R, CART, ULg, 4000 Liège, Belgium
| | - Nicolas Smargiasso
- Laboratory of Mass Spectrometry, Chemistry Department, GIGA-R, CART, ULg, 4000 Liège, Belgium
| | | | - Marie-Claire De Pauw-Gillet
- Mammalian Cell Culture Laboratory, Department of Preclinical and Biomedical Sciences, GIGA-R, ULg, 4000 Liège, Belgium
| | - Philippe Delvenne
- Department of Anatomy and Pathology, GIGA-R, Liège University Hospital CHU, ULg, 4000 Liège, Belgium
| | - Michel Malaise
- Department of Clinical Sciences, Rheumatology, Liège University Hospital CHU, 4000 Liège, Belgium
| | | | - Marc Polus
- Gastroenterology Department, GIGA-R, Liège University Hospital CHU, ULg, GIGA CHU-B34 Avenue de l'Hôpital 11, 4000 Liège, Belgium
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, Chemistry Department, GIGA-R, CART, ULg, 4000 Liège, Belgium
| | - Marie-Alice Meuwis
- Gastroenterology Department, GIGA-R, Liège University Hospital CHU, ULg, GIGA CHU-B34 Avenue de l'Hôpital 11, 4000 Liège, Belgium
| | - Edouard Louis
- Gastroenterology Department, GIGA-R, Liège University Hospital CHU, ULg, GIGA CHU-B34 Avenue de l'Hôpital 11, 4000 Liège, Belgium
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Gopcevic K, Rovcanin B, Kekic D, Krivokapic Z, Dragutinovic V. Matrix Metalloproteinase-2 and -9, Lactate, and Malate Dehydrogenase and Lipid Peroxides in Sera of Patients with Colorectal Carcinoma. Folia Biol (Praha) 2017; 63:190-196. [PMID: 29687772 DOI: 10.14712/fb2017063050190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Matrix metalloproteinases (MMPs) are involved in tumour invasion and metastasis of colorectal carcinoma. Oxidative stress represents one of the possible mechanisms that activate inactive MMPs. Oxidative stress increases lipid peroxidation, which causes impaired membrane permeability and leakage of lactate dehydrogenase (LDH) and malate dehydrogenase (MDH) into circulation. Our aim was to assess the activity of MMP-2 and MMP-9 and its relation to the parameters of oxidative stress and membrane damage markers in patients with different TNM (tumour, lymph nodes, metastasis) stages of colorectal carcinoma. MMP-2 and -9 activities were evaluated by gelatin zymography. Oxidative stress was examined by quantifying serum malondialdehyde (MDA) concentration. LDH and MDH activities were determined spectrophotometrically. The activities of MMP-2 and -9 were significantly higher in the sera of colorectal carcinoma patients when compared to healthy subjects. There was a stage-dependent increase in relative MMP-2 activity compared to the overall serum gelatinolytic activity. The activity of MMP-9 was the highest in TNM III. The MDA concentration and the LDH and MDH activities were significantly higher in colorectal carcinoma patients than in controls, while LDH and MDH activities were stage dependent. There was significant correlation between serum MMP-2 and LDH activity in TNM II, III and IV patients. A stage-dependent increase of LDH and MDH activity was observed. We highlight here that MMP-9 could be a 100% sensitive marker of TNM stage III of colorectal carcinogenesis. In this study it was shown for the first time that gelatinolytic activity in colorectal carcinoma is associated with redox imbalance.
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Affiliation(s)
- K Gopcevic
- Institute of Chemistry in Medicine, Clinical Centre of Serbia
| | - B Rovcanin
- Centre for Endocrine Surgery, Clinical Centre of Serbia
| | - D Kekic
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Z Krivokapic
- Clinic for Digestive Surgery, Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - V Dragutinovic
- Institute of Chemistry in Medicine, Clinical Centre of Serbia
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Fischer F, Langer JD, Osiewacz HD. Identification of potential mitochondrial CLPXP protease interactors and substrates suggests its central role in energy metabolism. Sci Rep 2015; 5:18375. [PMID: 26679294 PMCID: PMC4683621 DOI: 10.1038/srep18375] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 11/17/2015] [Indexed: 12/11/2022] Open
Abstract
Maintenance of mitochondria is achieved by several mechanisms, including the regulation of mitochondrial proteostasis. The matrix protease CLPXP, involved in protein quality control, has been implicated in ageing and disease. However, particularly due to the lack of knowledge of CLPXP’s substrate spectrum, only little is known about the pathways and mechanisms controlled by this protease. Here we report the first comprehensive identification of potential mitochondrial CLPXP in vivo interaction partners and substrates using a combination of tandem affinity purification and differential proteomics. This analysis reveals that CLPXP in the fungal ageing model Podospora anserina is mainly associated with metabolic pathways in mitochondria, e.g. components of the pyruvate dehydrogenase complex and the tricarboxylic acid cycle as well as subunits of electron transport chain complex I. These data suggest a possible function of mitochondrial CLPXP in the control and/or maintenance of energy metabolism. Since bioenergetic alterations are a common feature of neurodegenerative diseases, cancer, and ageing, our data comprise an important resource for specific studies addressing the role of CLPXP in these adverse processes.
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Affiliation(s)
- Fabian Fischer
- Johann Wolfgang Goethe University, Faculty for Biosciences &Cluster of Excellence 'Macromolecular Complexes' Frankfurt, Institute for Molecular Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
| | - Julian D Langer
- Department of Molecular Membrane Biology, Max Planck Institute of Biophysics, Max-von-Laue-Str. 3, 60438 Frankfurt, Germany
| | - Heinz D Osiewacz
- Johann Wolfgang Goethe University, Faculty for Biosciences &Cluster of Excellence 'Macromolecular Complexes' Frankfurt, Institute for Molecular Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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Gemoll T, Meyer R, Habermann JK. Applying Genomics and Proteomics in Translational Surgical Oncology Research. Eur Surg Res 2015; 55:184-97. [PMID: 26339997 DOI: 10.1159/000438860] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 07/20/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND Translational surgical research can range from investigating clinically oriented basic pathophysiological research via the correlation of molecular findings with a patient's clinical outcome to conducting treatment response studies. Herein, the specialist's opinion as a 'surgeon scientist' plays a pivotal role, e.g. in planning experimental setups focusing on the clinically most relevant needs. SUMMARY AND KEY MESSAGES: This review provides a survey of genomic and proteomic technologies and gives an up-to-date overview of those studies applying these technologies exemplarily in colorectal cancer-based biomarker research. Although current results are promising, future validation studies within multicenter networks are required to promote the translation of 'omics' from bench to bedside. In this endeavor, departments of surgery and institutes of experimental surgery together should play a fundamental role. The program for 'clinician scientists' recently launched by the German Research Society (DFG) could be one tool to promote interdisciplinary networks and surgeons' impact on translational research.
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Affiliation(s)
- Timo Gemoll
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lx00FC;beck and University Medical Center Schleswig-Holstein (UKSH), Lx00FC;beck, Germany
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Zheng X, Xie G, Jia W. Metabolomic profiling in colorectal cancer: opportunities for personalized medicine. Per Med 2013; 10:741-755. [PMID: 29768755 DOI: 10.2217/pme.13.73] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Colorectal cancer (CRC) is one of the most common types of cancer in the world, with high prevalence and mortality. Understanding the alterations of cancer metabolism and identifying reliable biomarkers would facilitate the development of novel technologies of CRC screening and early diagnosis, as well as new approaches to providing personalized medicine. Metabolomics, as an emerging molecular phenotyping approach, provides a clinical platform technology with an unprecedented amount of metabolic readout information, which is ideal for theranostic biomarker discovery. Metabolic signatures can link the unique pathophysiological states of patients to personalized health monitoring and intervention strategies. This article presents an overview of the metabolomic studies of CRC with a focus on recent advances in the biomarker discovery in serum, urine, fecal water and tissue samples for cancer diagnosis. The development and application of metabolomics towards personalized medicine, including early diagnosis, cancer staging, treatment and drug discovery are also discussed.
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Affiliation(s)
- Xiaojiao Zheng
- Center for Translational Medicine & Shanghai Key Laboratory of Diabetes Mellitus, Department of Endocrinology & Metabolism, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Guoxiang Xie
- University of Hawaii Cancer Center, Honolulu, Hawaii 96813, USA
| | - Wei Jia
- E-institute of Shanghai Municipal Education Committee, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.
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Choi JW, Liu H, Shin DH, Yu GI, Hwang JS, Kim ES, Yun JW. Proteomic and cytokine plasma biomarkers for predicting progression from colorectal adenoma to carcinoma in human patients. Proteomics 2013; 13:2361-74. [PMID: 23606366 DOI: 10.1002/pmic.201200550] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2012] [Revised: 03/28/2013] [Accepted: 03/30/2013] [Indexed: 12/12/2022]
Abstract
In the present study, we screened proteomic and cytokine biomarkers between patients with adenomatous polyps and colorectal cancer (CRC) in order to improve our understanding of the molecular mechanisms behind turmorigenesis and tumor progression in CRC. To this end, we performed comparative proteomic analysis of plasma proteins using a combination of 2DE and MS as well as profiled differentially regulated cytokines and chemokines by multiplex bead analysis. Proteomic analysis identified 11 upregulated and 13 downregulated plasma proteins showing significantly different regulation patterns with diagnostic potential for predicting progression from adenoma to carcinoma. Some of these proteins have not previously been implicated in CRC, including upregulated leucine-rich α-2-glycoprotein, hemoglobin subunit β, Ig α-2 chain C region, and complement factor B as well as downregulated afamin, zinc-α-2-glycoprotein, vitronectin, and α-1-antichymotrypsin. In addition, plasma levels of three cytokines/chemokines, including interleukin-8, interferon gamma-induced protein 10, and tumor necrosis factor α, were remarkably elevated in patients with CRC compared to those with adenomatous polyps. Although further clinical validation is required, these proteins and cytokines can be established as novel biomarkers for CRC and/or its progression from colon adenoma.
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Affiliation(s)
- Jung-Won Choi
- Department of Biotechnology, Daegu University, Kyungsan, Republic of Korea
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Derijks-Engwegen JY, Cats A, Smits ME, Schellens JH, Beijnen JH. Improving colorectal cancer management: the potential of proteomics. Biomark Med 2012; 2:253-89. [PMID: 20477414 DOI: 10.2217/17520363.2.3.253] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer worldwide. Successful treatment is heavily dependent on tumor stage at the time of detection, but unfortunately CRC is often only detected in advanced stages. New biomarkers in the form of genes or proteins that can be used for diagnosis, prognostication, follow-up, and treatment selection and monitoring could be of great benefit for the management of CRC. Furthermore, proteins could prove valuable new targets for therapy. Therefore, clinical proteomics has gained a lot of scientific interest in this regard. To get an overall insight into the extent to which this research has contributed to a better management of CRC, we give a comprehensive overview of the results of proteomics research on CRC, focusing on expression proteomics, in other words, protein profiling studies. Furthermore, we evaluate the potential of the discriminating proteins identified in this research for clinical use as biomarkers for (early) diagnosis, prognosis and follow-up of CRC or as targets for new therapeutic regimens.
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11
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Searching for consistently reported up- and down-regulated biomarkers in colorectal cancer: a systematic review of proteomic studies. Mol Biol Rep 2012; 39:8483-90. [PMID: 22699879 DOI: 10.1007/s11033-012-1702-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2012] [Accepted: 06/06/2012] [Indexed: 01/01/2023]
Abstract
The cumulative lifetime risk for the development of colorectal cancer in the general population is 6 %. In many cases, early detection by fecal occult blood test is limited regarding sensitivity. Therefore, there is an urgent need for improved diagnostic tests in colorectal cancer. The recent development of high-throughput molecular analytic techniques should allow the rapid evaluation of new diagnostic markers. However, researchers are faced with an overwhelming number of potential markers form numerous colorectal cancer protein expression profiling studies. To address the challenge, we have carried out a comprehensive systematic review of colorectal cancer biomarkers from 13 published studies that compared the protein expression profiles of colorectal cancer and normal tissues. A protein ranking system that considers the number of comparisons in agreement, total sample sizes, average fold-change and direction of differential expression was devised. We observed that some proteins were consistently reported by multiple studies as differentially expressed with a statistically significant frequency (P < 0.05) in cancer versus normal tissues comparison. Our systematic review method identified proteins that were consistently reported as differentially expressed. A review of the top four candidates revealed proteins described previously as having diagnostic value as well as novel candidate biomarkers. These candidates should help to develop a panel of biomarkers with sufficient sensitivity and specificity for the diagnosis of colorectal cancer in a clinical setting.
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Thioredoxin-1 and protein disulfide isomerase catalyze the reduction of similar disulfides in HIV gp120. Int J Biochem Cell Biol 2012; 44:556-62. [PMID: 22230366 DOI: 10.1016/j.biocel.2011.12.015] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2011] [Revised: 12/13/2011] [Accepted: 12/22/2011] [Indexed: 12/29/2022]
Abstract
HIV-1 enters cells via interaction of the viral glycoprotein gp120, the host cell surface receptor CD4 and the co-receptors CCR5 or CXCR4. For entry, gp120 undergoes conformational changes that depend on the reduction of one or more disulfides. Previous studies indicate that protein disulfide isomerase (PDI), thioredoxin-1 (Trx1), and glutaredoxin-1 (Grx1) catalyze gp120 reduction, but their specific disulfide targets are not known. Here, it was demonstrated that PDI and Trx1 have similar gp120 disulfide targets as determined by labeling after reduction, but with some pattern differences, including overall stronger labeling with Trx1 than with PDI. Furthermore, uneven labeling of the residues of a disulfide may reflect altered accessibility by conformational changes upon the reduction process. Since both PDI and Trx1 may be involved in viral entry, compounds that target the host redox system or the viral gp120 were tested in vitro to investigate whether redox regulation is a target for anti-HIV therapy. Carbohydrate binding agents (CBAs), previously shown to bind gp120 and inhibit HIV entry, were now demonstrated to inhibit gp120 disulfide reduction. Auranofin, an inhibitor of thioredoxin reductase 1 (TrxR1), also showed inhibitory activity towards HIV infection, although close to its cytotoxic concentration. Our results demonstrate that both the host redox system and the viral surface glycoproteins are of interest for the development of new generations of anti-HIV therapeutics.
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Gemoll T, Habermann JK, Lahmann J, Szymczak S, Lundgren C, Bündgen NK, Jungbluth T, Nordström B, Becker S, Lomnytska MI, Bruch HP, Ziegler A, Hellman U, Auer G, Roblick UJ, Jörnvall H. Protein profiling of genomic instability in endometrial cancer. Cell Mol Life Sci 2012; 69:325-33. [PMID: 21739232 PMCID: PMC11115173 DOI: 10.1007/s00018-011-0752-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2011] [Revised: 06/07/2011] [Accepted: 06/14/2011] [Indexed: 11/28/2022]
Abstract
DNA aneuploidy has been identified as a prognostic factor in the majority of epithelial malignancies. We aimed at identifying ploidy-associated protein expression in endometrial cancer of different prognostic subgroups. Comparison of gel electrophoresis-based protein expression patterns between normal endometrium (n = 5), diploid (n = 7), and aneuploid (n = 7) endometrial carcinoma detected 121 ploidy-associated protein forms, 42 differentially expressed between normal endometrium and diploid endometrioid carcinomas, 37 between diploid and aneuploid endometrioid carcinomas, and 41 between diploid endometrioid and aneuploid uterine papillary serous cancer. Proteins were identified by mass spectrometry and evaluated by Ingenuity Pathway Analysis. Targets were confirmed by liquid chromatography/mass spectrometry. Mass spectrometry identified 41 distinct polypeptides and pathway analysis resulted in high-ranked networks with vimentin and Nf-κB as central nodes. These results identify ploidy-associated protein expression differences that overrule histopathology-associated expression differences and emphasize particular protein networks in genomic stability of endometrial cancer.
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Affiliation(s)
- Timo Gemoll
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Scheeles väg 2, 17177 Stockholm, Sweden
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
- Karolinska Biomic Center, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Jens K. Habermann
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Scheeles väg 2, 17177 Stockholm, Sweden
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Johanna Lahmann
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Silke Szymczak
- Institute of Medical Biometry and Statistics, University of Lübeck, 23562 Lübeck, Germany
| | - Caroline Lundgren
- Department of Oncology, Radiumhemmet, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Nana K. Bündgen
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Thomas Jungbluth
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Britta Nordström
- Department of Oncology, Radiumhemmet, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Susanne Becker
- Karolinska Biomic Center, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Marta I. Lomnytska
- Karolinska Biomic Center, Karolinska Institutet, 17176 Stockholm, Sweden
- Department of Oncology, Radiumhemmet, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Hans-Peter Bruch
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Andreas Ziegler
- Institute of Medical Biometry and Statistics, University of Lübeck, 23562 Lübeck, Germany
| | - Ulf Hellman
- Ludwig Institute for Cancer Research, Ltd., 75124 Uppsala, Sweden
| | - Gert Auer
- Karolinska Biomic Center, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Uwe J. Roblick
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Scheeles väg 2, 17177 Stockholm, Sweden
- Department of Surgery, University of Lübeck, 23538 Lübeck, Germany
| | - Hans Jörnvall
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Scheeles väg 2, 17177 Stockholm, Sweden
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Shi H, Hood KA, Hayes MT, Stubbs RS. Proteomic analysis of advanced colorectal cancer by laser capture microdissection and two-dimensional difference gel electrophoresis. J Proteomics 2011; 75:339-51. [PMID: 21843667 DOI: 10.1016/j.jprot.2011.07.025] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Revised: 07/22/2011] [Accepted: 07/26/2011] [Indexed: 01/26/2023]
Abstract
The emergence of laser capture microdissection (LCM) and two-dimensional difference gel electrophoresis (2D-DIGE) has been shown to greatly improve the accuracy and sensitivity of global protein expression analysis. However, their combined use in profiling tumour proteome has rarely been reported. In this study, we applied these techniques to profile the protein expression changes of the late stage colorectal cancer (CRC) and its liver metastases. The study revealed that both the primary and secondary tumours showed a distinct protein expression profile compared to normal tissues, but were indistinguishable from each other. Differential analysis between the primary tumour and patient-matched normal colon mucosa identified a total of 71 proteins to be altered in CRC. Over 40% of these proteins have been previously reported as CRC-related proteins, validating the accuracy of the current analysis. We have also identified many previously unknown changes including overexpression of ACY1, HSC70, HnRNP I, HnRNP A3, SET, ANP32A and TUFM in CRC, which have been further verified by western blotting and immunohistochemistry. This study demonstrated that LCM in combination with 2D-DIGE is a powerful tool to analyse the proteome of tumour tissues and may lead to the identification of potential novel protein markers and therapeutic targets for cancer.
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Affiliation(s)
- Hongjun Shi
- Wakefield Biomedical Research Unit, University of Otago (Wellington), New Zealand.
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15
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Selection of putative colorectal cancer markers by applying PCA on the soluble proteome of tumors: NDK A as a promising candidate. J Proteomics 2011; 74:874-86. [DOI: 10.1016/j.jprot.2011.02.031] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2010] [Revised: 02/22/2011] [Accepted: 02/28/2011] [Indexed: 12/27/2022]
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16
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Characterization of new medium-chain alcohol dehydrogenases adds resolution to duplications of the class I/III and the sub-class I genes. Chem Biol Interact 2011; 191:8-13. [DOI: 10.1016/j.cbi.2011.02.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 02/01/2011] [Accepted: 02/02/2011] [Indexed: 11/22/2022]
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17
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Gemoll T, Roblick UJ, Szymczak S, Braunschweig T, Becker S, Igl BW, Bruch HP, Ziegler A, Hellman U, Difilippantonio MJ, Ried T, Jörnvall H, Auer G, Habermann JK. HDAC2 and TXNL1 distinguish aneuploid from diploid colorectal cancers. Cell Mol Life Sci 2011; 68:3261-74. [PMID: 21290163 DOI: 10.1007/s00018-011-0628-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2010] [Revised: 12/21/2010] [Accepted: 01/13/2011] [Indexed: 10/18/2022]
Abstract
DNA aneuploidy has been identified as a prognostic factor for epithelial malignancies. Further understanding of the translation of DNA aneuploidy into protein expression will help to define novel biomarkers to improve therapies and prognosis. DNA ploidy was assessed by image cytometry. Comparison of gel-electrophoresis-based protein expression patterns of three diploid and four aneuploid colorectal cancer cell lines detected 64 ploidy-associated proteins. Proteins were identified by mass spectrometry and subjected to Ingenuity Pathway Analysis resulting in two overlapping high-ranked networks maintaining Cellular Assembly and Organization, Cell Cycle, and Cellular Growth and Proliferation. CAPZA1, TXNL1, and HDAC2 were significantly validated by Western blotting in cell lines and the latter two showed expression differences also in clinical samples using a tissue microarray of normal mucosa (n=19), diploid (n=31), and aneuploid (n=47) carcinomas. The results suggest that distinct protein expression patterns, affecting TXNL1 and HDAC2, distinguish aneuploid with poor prognosis from diploid colorectal cancers.
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Affiliation(s)
- Timo Gemoll
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 17177 Stockholm, Sweden
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18
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Jankova L, Chan C, Fung CLS, Song X, Kwun SY, Cowley MJ, Kaplan W, Dent OF, Bokey EL, Chapuis PH, Baker MS, Robertson GR, Clarke SJ, Molloy MP. Proteomic comparison of colorectal tumours and non-neoplastic mucosa from paired patient samples using iTRAQ mass spectrometry. MOLECULAR BIOSYSTEMS 2011; 7:2997-3005. [DOI: 10.1039/c1mb05236e] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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19
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Rosenberg LH, Franzén B, Auer G, Lehtiö J, Forshed J. Multivariate meta-analysis of proteomics data from human prostate and colon tumours. BMC Bioinformatics 2010; 11:468. [PMID: 20849579 PMCID: PMC2949896 DOI: 10.1186/1471-2105-11-468] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2010] [Accepted: 09/17/2010] [Indexed: 11/24/2022] Open
Abstract
Background There is a vast need to find clinically applicable protein biomarkers as support in cancer diagnosis and tumour classification. In proteomics research, a number of methods can be used to obtain systemic information on protein and pathway level on cells and tissues. One fundamental tool in analysing protein expression has been two-dimensional gel electrophoresis (2DE). Several cancer 2DE studies have reported partially redundant lists of differently expressed proteins. To be able to further extract valuable information from existing 2DE data, the power of a multivariate meta-analysis will be evaluated in this work. Results We here demonstrate a multivariate meta-analysis of 2DE proteomics data from human prostate and colon tumours. We developed a bioinformatic workflow for identifying common patterns over two tumour types. This included dealing with pre-processing of data and handling of missing values followed by the development of a multivariate Partial Least Squares (PLS) model for prediction and variable selection. The variable selection was based on the variables performance in the PLS model in combination with stability in the validation. The PLS model development and variable selection was rigorously evaluated using a double cross-validation scheme. The most stable variables from a bootstrap validation gave a mean prediction success of 93% when predicting left out test sets on models discriminating between normal and tumour tissue, common for the two tumour types. The analysis conducted in this study identified 14 proteins with a common trend between the tumour types prostate and colon, i.e. the same expression profile between normal and tumour samples. Conclusions The workflow for meta-analysis developed in this study enabled the finding of a common protein profile for two malign tumour types, which was not possible to identify when analysing the data sets separately.
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Affiliation(s)
- Lina Hultin Rosenberg
- Clinical Proteomics, Department of Oncology-Pathology, Karolinska Institute/Karolinska University Hospital, Stockholm, Sweden
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20
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Zhang L, Hou YH, Wu K, Zhai JS, Lin N. Proteomic analysis reveals molecular biological details in varioliform gastritis without Helicobacter pylori infection. World J Gastroenterol 2010; 16:3664-73. [PMID: 20677338 PMCID: PMC2915426 DOI: 10.3748/wjg.v16.i29.3664] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate and elucidate the molecular mechanism underlying varioliform gastritis for early detection, prevention and intervention of gastric cancer.
METHODS: A combination of two-dimensional gel electrophoresis and mass spectrometry was used to detect the differentially expressed proteins between varioliform gastritis and matched normal mucosa. The selected proteins were confirmed by Western blotting and reverse transcription polymerase chain reaction (RT-PCR) in additional samples and the function of some proteins in varioliform gastritis was analyzed by bio-method preliminarily.
RESULTS: We identified 21 differentially expressed proteins in varioliform gastritis, and compared them with matched normal mucosa. Eleven proteins were upregulated and ten downregulated in varioliform gastritis when compared with the same proteins in individual-matched normal gastric mucosa. These proteins are related to metabolism, oxidation, cytoskeleton, apoptosis, signal transduction and other aspects of cells. Two novel proteins, thioredoxin domain-containing protein 5 (TXNDC5) upregulated in varioliform gastritis, and neuropolypeptide h3 [phosphatidylethanolamine-binding protein 1 (PEBP1)] downregulated in varioliform gastritis, were further investigated. Their expressions were validated by Western blotting and RT-PCR in 12 cases of varioliform gastritis which was matched with normal mucosa. The expression level of PEBP1 in varioliform gastritis was significantly lower (P < 0.05) while that of TXNDC5 was significantly higher than that in matched normal gastric mucosa (P < 0.05).
CONCLUSION: There are some changes of protein expression in varioliform gastritis. Downregulation of PEBP1 and upregulation of TXNDC5 are involved in the development of varioliform gastritis.
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Chen JS, Chen KT, Fan CW, Han CL, Chen YJ, Yu JS, Chang YS, Chien CW, Wu CP, Hung RP, Chan EC. Comparison of membrane fraction proteomic profiles of normal and cancerous human colorectal tissues with gel-assisted digestion and iTRAQ labeling mass spectrometry. FEBS J 2010; 277:3028-38. [PMID: 20546304 DOI: 10.1111/j.1742-4658.2010.07712.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The aim of this study was to uncover the membrane protein profile differences between colorectal carcinoma and neighboring normal mucosa from colorectal cancer patients. Information from cellular membrane proteomes can be used not only to study the roles of membrane proteins in fundamental biological processes, but also to discover novel targets for improving the management of colorectal cancer patients. We used solvent extraction and a gel-assisted digestion method, together with isobaric tags with related and absolute quantitation (iTRAQ) reagents to label tumoral and adjacent normal tissues in a pairwise manner (n = 8). For high-throughput quantification, these digested labeled peptides were combined and simultaneously analyzed using LC-MS/MS. Using the shotgun approach, we identified a total of 438 distinct proteins from membrane fractions of all eight patients. After comparing protein expression between cancerous and corresponding normal tissue, we identified 34 upregulated and eight downregulated proteins with expression changes greater than twofold (Student's t-test, P < 0.05). Among these, the overexpression of well-established biomarkers such as carcinoembryonic antigens (CEACAM5, CEACAM6), as well as claudin-3, HLA class I histocompatibility antigen A-1, tapasin and mitochondrial solute carrier family 25A4 were confirmed by western blotting. We conclude that gel-assisted digestion and iTRAQ labeling MS is a potential approach for uncovering and comparing membrane protein profiles of tissue samples that has the potential to identify novel biomarkers.
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Affiliation(s)
- Jinn-Shiun Chen
- Department of Surgery, Chang Gung Memorial Hospital, Tao Yuan, Taiwan
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22
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Ritchie SA, Ahiahonu PWK, Jayasinghe D, Heath D, Liu J, Lu Y, Jin W, Kavianpour A, Yamazaki Y, Khan AM, Hossain M, Su-Myat KK, Wood PL, Krenitsky K, Takemasa I, Miyake M, Sekimoto M, Monden M, Matsubara H, Nomura F, Goodenowe DB. Reduced levels of hydroxylated, polyunsaturated ultra long-chain fatty acids in the serum of colorectal cancer patients: implications for early screening and detection. BMC Med 2010; 8:13. [PMID: 20156336 PMCID: PMC2833138 DOI: 10.1186/1741-7015-8-13] [Citation(s) in RCA: 111] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2010] [Accepted: 02/15/2010] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND There are currently no accurate serum markers for detecting early risk of colorectal cancer (CRC). We therefore developed a non-targeted metabolomics technology to analyse the serum of pre-treatment CRC patients in order to discover putative metabolic markers associated with CRC. Using tandem-mass spectrometry (MS/MS) high throughput MS technology we evaluated the utility of selected markers and this technology for discriminating between CRC and healthy subjects. METHODS Biomarker discovery was performed using Fourier transform ion cyclotron resonance mass spectrometry (FTICR-MS). Comprehensive metabolic profiles of CRC patients and controls from three independent populations from different continents (USA and Japan; total n = 222) were obtained and the best inter-study biomarkers determined. The structural characterization of these and related markers was performed using liquid chromatography (LC) MS/MS and nuclear magnetic resonance technologies. Clinical utility evaluations were performed using a targeted high-throughput triple-quadrupole multiple reaction monitoring (TQ-MRM) method for three biomarkers in two further independent populations from the USA and Japan (total n = 220). RESULTS Comprehensive metabolomic analyses revealed significantly reduced levels of 28-36 carbon-containing hydroxylated polyunsaturated ultra long-chain fatty-acids in all three independent cohorts of CRC patient samples relative to controls. Structure elucidation studies on the C28 molecules revealed two families harbouring specifically two or three hydroxyl substitutions and varying degrees of unsaturation. The TQ-MRM method successfully validated the FTICR-MS results in two further independent studies. In total, biomarkers in five independent populations across two continental regions were evaluated (three populations by FTICR-MS and two by TQ-MRM). The resultant receiver-operator characteristic curve AUCs ranged from 0.85 to 0.98 (average = 0.91 +/- 0.04). CONCLUSIONS A novel comprehensive metabolomics technology was used to identify a systemic metabolic dysregulation comprising previously unknown hydroxylated polyunsaturated ultra-long chain fatty acid metabolites in CRC patients. These metabolites are easily measurable in serum and a decrease in their concentration appears to be highly sensitive and specific for the presence of CRC, regardless of ethnic or geographic background. The measurement of these metabolites may represent an additional tool for the early detection and screening of CRC.
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23
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Ikonomou G, Samiotaki M, Panayotou G. Proteomic methodologies and their application in colorectal cancer research. Crit Rev Clin Lab Sci 2009; 46:319-42. [PMID: 19958217 DOI: 10.3109/10408360903375277] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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24
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Brandt K, Wang J, Lundell K, Ståhlberg M, Horn HV, Ehrenborg E, Hall K, Jörnvall H, Lewitt M. IGFBP-1 protease activity and IGFBP-1 fragments in a patient with multiple myeloma. Growth Horm IGF Res 2009; 19:507-512. [PMID: 19539506 DOI: 10.1016/j.ghir.2009.05.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2008] [Revised: 05/07/2009] [Accepted: 05/19/2009] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Cleavage of IGFBPs by proteases results in IGFBP fragments that have altered IGF-binding affinity, and IGF-independent roles. We have previously purified a specific IGFBP-1 protease activity from the urine of an individual with multiple myeloma and dermatitis. The aim of this study was to determine whether IGFBP-1 protease activity and/or IGFBP-1 fragments were present in the circulation of this patient. METHODS The size of immunoreactive IGFBP-1 in serum samples was determined after Superose 12 chromatography. Intact IGFBP-1 and IGFBP-1 fragments were characterized in four RIAs and after SDS-PAGE. RESULTS Specific proteolysis of IGFBP-1 generated an N-terminal fragment (IGFBP-1(1-130)) with a predicted molecular mass of 13kDa but an apparent mass of 21kDa on SDS-PAGE. A C-terminal fragment (IGFBP-1(131-234)) produced in vitro migrated at 11.4kDa, close to its predicted size. However a C-terminal fragment of cleaved IGFBP-1 (IGFBP-1(142-234)) migrated at 14kDa on SDS-PAGE. Serum from the patient inhibited IGFBP-1 protease activity. Immunoreactive IGFBP-1 in patient serum was present at molecular masses consistent with IGFBP-1 fragments, in addition to intact IGFBP-1. CONCLUSIONS Specific cleavage of IGFBP-1 occurs at the tissue level and not in the circulation in a patient with multiple myeloma and dermatitis. The fragments that are generated may have endocrine roles.
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Affiliation(s)
- Katrin Brandt
- Department of Molecular Medicine and Surgery, Karolinska Institutet, L1:01 Karolinska University Hospital Solna, SE-171 76 Stockholm, Sweden
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25
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F Lam F, Jankova L, Dent OF, Molloy MP, Kwun SY, Clarke C, Chapuis P, Robertson G, Beale P, Clarke S, Bokey EL, Chan C. Identification of distinctive protein expression patterns in colorectal adenoma. Proteomics Clin Appl 2009; 4:60-70. [PMID: 21137016 DOI: 10.1002/prca.200900084] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2009] [Revised: 08/04/2009] [Accepted: 09/28/2009] [Indexed: 12/11/2022]
Abstract
PURPOSE As a pre-malignant precursor, adenoma provides an ideal tissue for proteome profiling to investigate early colorectal cancer development and provide possible targets for preventive interventions. The aim of this study was to identify patterns of differential protein expression that distinguish colorectal adenoma from normal tissue. EXPERIMENTAL DESIGN Twenty paired samples of adenoma and normal mucosa were analysed by 2-DE and MALDI-TOF/TOF MS to detect proteins with ≥2-fold differential expression. RESULTS Four proteins were up-regulated in adenoma (Annexin A3, S100A11, S100P and eIF5A-1) and three were down-regulated (Galectin-1, S100A9 and FABPL). S100P, galectin-1, S100A9 and FABPL expression was localised by immunohistochemistry. CONCLUSIONS AND CLINICAL RELEVANCE Distinctive patterns of in vivo protein expression in colorectal adenoma were identified for the first time. These proteins have important functions in cell differentiation, proliferation and metabolism, and may play a crucial role in early colorectal carcinogenesis. The ability to recognise premalignant lesions may have important applications in cancer prevention.
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Affiliation(s)
- Francis F Lam
- Department of Colorectal Surgery, Concord Hospital and Discipline of Surgery, The University of Sydney, NSW Australia.
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26
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Roblick UJ, Roblick UJ, Bader FG, Hammarstedt L, Habermann JK, Hellman U, Becker S, Sundmäcker A, Gemoll T, Zimmermann K, Auer G, Munck-Wikland E. Proteomic analysis of protein expression in human tonsillar cancer: differentially expressed proteins characterize human tonsillar cancer. Acta Oncol 2009; 47:1493-501. [PMID: 18759147 DOI: 10.1080/02841860802314696] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Head and neck cancer continues to be one of the most common tumor entities worldwide. Within this group of malignancies, tonsillar squamous cell carcinoma represent approximately 15-20% of all intraoral and oropharyngeal carcinomas in the United States. Accurate and early stage diagnosis still remains a major challenge, as patients are often presented at an advanced stage of disease, causing a low overall survival rate. Thus, new diagnostic markers are highly desirable and could allow for a more reliable diagnosis, with further insights into carcinogenesis and tumor biology. Furthermore, these markers could be the basis for new therapeutic targets and early disease detection. To address these issues, we decided to use a global proteomic approach to characterize tonsillar squamous cell carcinoma. MATERIALS AND METHODS A total of 19 tonsillar carcinoma samples and 12 benign controls acquired from the corresponding normal epithelium were analyzed by 2-D gel electrophoresis. 2-DE gels were silver stained and analyzed using the PDQuest analysis software (BioRad). Tumor specific spots were detected and identified by consecutive MALDI-TOF-MS or MS/MS polypeptide identification. RESULTS In total, 70 proteins showed significant quantitative differences in protein expression, with 50 polypeptides accessible for identification. Of those 50 polypeptides, we were able to identify a total of 27 proteins and protein isoforms, significantly up- or down-regulated in tonsillar cancer samples. In addition to previously reported polypeptides in head and neck cancers, we were able to identify several new potential marker proteins in this study. CONCLUSION Our results show that a combination of tonsillar cancer specific proteins can be used for histopathological diagnosis and may serve as a basis for discovering further biomarkers for early detection and prediction of response to treatment in the future.
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Transgelin as a suppressor is associated with poor prognosis in colorectal carcinoma patients. Mod Pathol 2009; 22:786-96. [PMID: 19329940 DOI: 10.1038/modpathol.2009.29] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
We performed comparative proteomic analysis of colorectal cancer to investigate potential target proteins correlated with carcinogenesis and prognosis. Among them, transgelin, a 22 kDa protein also called SM22, was identified as a novel tumor suppressor protein, but little is known about this protein in tumors so far. A remarkable reduced expression of transgelin was found in colorectal cancer samples compared with normal colorectal mucosa. The effect of 5-aza-2'-deoxycytidine as a demethylation agent would obviously restore the original expression level of transgelin, implicating DNA hypermethylation of transgelin is important in the regulation of transgelin transcription in colorectal cancer. As a control, the investigation at cell line level confirms that transgelin protein comes from epithelium but not mesenchymal cells. Further, immunohistochemical staining for transgelin was performed on paraffin sections of 62 and 126 cases of normal colorectal mucosa and colorectal cancer specimens, respectively. As compared to normal colorectal tissue, we observed a significantly lower transgelin expression in colorectal cancer samples (P<0.001). Survival analysis demonstrated that patients without transgelin expression had shorter overall survival, whereas patients with transgelin expression had better survival (P=0.006). Multivariate analysis showed that negative transgelin expression was an independent prognostic indicator for patient's survival. Our results suggest that transgelin as a suppressor may serve as important biomarker of malignancy. Loss of transgelin involves gene promoter hypermethylation and is closely associated with poor overall survival in colorectal cancer patients.
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28
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Marchiò S, Arap W, Pasqualini R. Targeting the extracellular signature of metastatic colorectal cancers. Expert Opin Ther Targets 2009; 13:363-79. [PMID: 19236157 DOI: 10.1517/14728220902762910] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Colorectal cancer is a leading cause of tumor death, a consequence primarily of the spreading of malignant cells to liver and lung. Despite a range of interventions for liver metastases, the present knowledge of few specific molecular targets may contribute to late diagnosis and poorly effective therapy. OBJECTIVE To review the most innovative methodology employed to profile the signature(s) of metastatic colorectal cancer (mCRC) and to address diagnostic/therapeutic agents. METHODS A broad range Medline search was conducted, with particular attention to the search terms 'liver metastasis signature', in combination with 'targeting' and 'nanotechnology'. RESULTS/CONCLUSIONS Studies aimed at the discovery of molecular signatures of cancers and metastasis are ongoing; the future of cancer/metastasis targeting is nanoparticle-mediated drug delivery.
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Affiliation(s)
- Serena Marchiò
- Institute for Cancer Research and Treatment, 10060 Candiolo, Italy
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Lee J, Soper SA, Murray KK. Microfluidic chips for mass spectrometry-based proteomics. JOURNAL OF MASS SPECTROMETRY : JMS 2009; 44:579-93. [PMID: 19373851 DOI: 10.1002/jms.1585] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Microfluidic devices coupled to mass spectrometers have emerged as excellent tools for solving the complex analytical challenges associated with the field of proteomics. Current proteome identification procedures are accomplished through a series of steps that require many hours of labor-intensive work. Microfluidics can play an important role in proteomic sample preparation steps prior to mass spectral identification such as sample cleanup, digestion, and separations due to its ability to handle small sample quantities with the potential for high-throughput parallel analysis. To utilize microfluidic devices for proteomic analysis, an efficient interface between the microchip and the mass spectrometer is required. This tutorial provides an overview of the technologies and applications of microfluidic chips coupled to mass spectrometry for proteome analysis. Various approaches for combining microfluidic devices with electrospray ionization (ESI) and matrix-assisted laser desorption/ionization (MALDI) are summarized and applications of chip-based separations and digestion technologies to proteomic analysis are presented.
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Affiliation(s)
- Jeonghoon Lee
- Department of Chemistry, Louisiana State University, Baton Rouge, Louisiana 70803, USA
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Abstract
Proteomics refers to the study of the entire set of proteins in a given cell or tissue. With the extensive development of protein separation, mass spectrometry, and bioinformatics technologies, clinical proteomics has shown its potential as a powerful approach for biomarker discovery, particularly in the area of oncology. More than 130 exploratory studies have defined candidate markers in serum, gastrointestinal (GI) fluids, or cancer tissue. In this article, we introduce the commonly adopted proteomic technologies and describe results of a comprehensive review of studies that have applied these technologies to GI oncology, with a particular emphasis on developments in the last 3 years. We discuss reasons why the more than 130 studies to date have had little discernible clinical impact, and we outline steps that may allow proteomics to realize its promise for early detection of disease, monitoring of disease recurrence, and identification of targets for individualized therapy.
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Affiliation(s)
- Ying Lin
- Institute of Molecular Medicine and Genetics, Medical College of Georgia, Augusta, GA USA
- Department of Gastroenterology and Hepatology, Second Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - William S. Dynan
- Institute of Molecular Medicine and Genetics, Medical College of Georgia, Augusta, GA USA
| | - Jeffrey R. Lee
- Department of Pathology, Medical College of Georgia, Augusta, GA USA
- Department of Pathology, Veterans Affairs Medical Center, Augusta, GA USA
| | - Zhao-Hua Zhu
- Department of Gastroenterology and Hepatology, Second Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Robert R. Schade
- Division of Gastroenterology/Hepatology, Department of Medicine, Medical College of Georgia, 1120 15th Street, Augusta, GA 30912 USA
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Roblick UJ, Bader FG, Lenander C, Hellman U, Zimmermann K, Becker S, Ost A, Alaiya A, Bruch HP, Keller R, Mirow L, Franzén B, Ried T, Auer G, Habermann JK. Undifferentiated pelvic adenocarcinomas: diagnostic potential of protein profiling and multivariate analysis. Int J Colorectal Dis 2008; 23:483-91. [PMID: 18293003 DOI: 10.1007/s00384-008-0448-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/22/2008] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIMS Despite improved techniques, the determination of tumor origin in poorly differentiated adenocarcinomas still remains a challenge for the pathologist. Here we report the use of protein profiling combined with principal component analysis to improve diagnostic decision-making in tumor samples, in which standard pathologic investigations cannot present reliable results. MATERIALS AND METHODS A poorly differentiated adenocarcinoma of unknown origin located in the pelvis, infiltrating the sigmoid colon as well as the ovary, served as a model to evaluate our proteomic approach. Firstly, we characterized the protein expression profiles from eight advanced colon and seven ovarian adenocarcinomas using two-dimensional gel electrophoresis (2-DE). Qualitative and quantitative patterns were recorded and compared to the tumor of unknown origin. Based on these protein profiles, match sets from the different tumors were created. Finally, a multivariate principal component analysis was applied to the entire 2-DE data to disclose differences in protein patterns between the different tumors. RESULTS Over 89% of the unknown tumor sample spots could be matched with the colon standard gel, whereas only 63% of the spots could be matched with the ovarian standard. In addition, principal component analysis impressively displayed the clustering of the unknown case within the colon cancer samples, whereas this case did not cluster at all within the group of ovarian adenocarcinomas. CONCLUSION These results show that 2-DE protein expression profiling combined with principal component analysis is a sensitive method for diagnosing undifferentiated adenocarcinomas of unknown origin. The described approach can contribute greatly to diagnostic decision-making and, with further technical improvements and a higher throughput, become a powerful tool in the armentarium of the pathologist.
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Affiliation(s)
- U J Roblick
- Laboratory for Surgical Research, Department of Surgery, University Hospital of Schleswig-Holstein, Campus Lübeck, Ratzeburgerallee 160, 23538 Lübeck, Germany.
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32
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Shafqat J, Ishrat M, Jägerbrink T, Sillard R, Mäeorg U, Efendic S, Berggren PO, Zaitsev SV, Jörnvall H. Proteins in the insulin-secreting cell line MIN6 bind the imidazoline compound BL11282. FEBS Lett 2008; 582:1613-7. [DOI: 10.1016/j.febslet.2008.04.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2008] [Accepted: 04/07/2008] [Indexed: 11/16/2022]
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Wu CC, Chen HC, Chen SJ, Liu HP, Hsieh YY, Yu CJ, Tang R, Hsieh LL, Yu JS, Chang YS. Identification of collapsin response mediator protein-2 as a potential marker of colorectal carcinoma by comparative analysis of cancer cell secretomes. Proteomics 2008; 8:316-32. [PMID: 18203259 DOI: 10.1002/pmic.200700819] [Citation(s) in RCA: 110] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The cancer cell secretome may contain many potentially useful biomarkers. We therefore sought to identify proteins in the conditioned media of colorectal carcinoma (CRC) cell lines but not in those from other cancer cell lines. The secretomes of 21 cancer cell lines derived from 12 cancer types were analyzed by SDS-PAGE combined with MALDI-TOF MS. Among the 325 proteins identified, collapsin response mediator protein-2 (CRMP-2) was chosen for evaluation as a potential CRC biomarker, since it was selectively detected in the CRC cell line secretome and has never been reported as a cancer biomarker. Immunohistochemical analysis of 169 CRC specimens showed that CRMP-2 was positively detected in 58.6% of the tumors, but weakly or not detected in >90% of the adjacent nontumor epithelial cells. Moreover, the CRMP-2-positive rate was significantly increased in earlier stage tumors and lymph node metastasis. Plasma CRMP-2 levels were significantly higher in CRC patients (N = 201) versus healthy controls (N = 201) (61.3 +/- 34.6 vs. 40.2 +/- 24.3 ng/mL, p = 0.001). Our results indicate that comparative analysis of cancer cell secretome is a feasible strategy for identifying potential cancer biomarkers, and that CRMP-2 may be a novel CRC biomarker.
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Affiliation(s)
- Chih-Ching Wu
- Proteomics Core Laboratory, Chang Gung University, Tao-Yuan, Taiwan
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34
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Wang Y, Ma Y, Lü B, Xu E, Huang Q, Lai M. Differential expression of mimecan and thioredoxin domain-containing protein 5 in colorectal adenoma and cancer: a proteomic study. Exp Biol Med (Maywood) 2007; 232:1152-9. [PMID: 17895523 DOI: 10.3181/0701-rm-8] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Adenoma is the major precursor lesion of colorectal cancer, one of the most common cancers worldwide. The elucidation of the molecular mechanism underlying adenoma is essential for early detection, prevention, and intervention of colorectal cancer. Using a combination of two-dimensional gel electrophoresis and mass spectrometry, we identified 27 differentially expressed proteins in adenoma, compared with matched normal mucosa and cancer tissue. Seventeen proteins were upregulated and six downregulated in adenoma when compared with the same proteins in individual-matched normal mucosa. Four were downregulated, but none upregulated in adenoma when compared with the same proteins in matched cancer tissue. Two novel proteins, mimecan and thioredoxin domain-containing protein 5 (TXNDC5), were further validated by Western blot in 8 colorectal adenomas and 19 cancers that were matched with normal mucosa. All adenoma and cancer tissues did not express mimecan, but all normal mucosa did (P < 0.01). In contrast, TXNDC5 was significantly upregulated in colorectal adenoma and cancer tissues as compared with that in normal mucosa (P < 0.05). This study clearly demonstrated that absence of mimecan and upregulation of TXNDC5 are involved in the early development of colorectal cancer. Thus, the differentially expressed proteins might serve as potential biomarkers for colorectal cancer detection and intervention.
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Affiliation(s)
- Yinghong Wang
- Department of Pathology and Pathophysiology, School of Medicine, Zhejiang University, Hangzhou, 310058, China
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35
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Habermann JK, Bader FG, Franke C, Zimmermann K, Gemoll T, Fritzsche B, Ried T, Auer G, Bruch HP, Roblick UJ. From the genome to the proteome--biomarkers in colorectal cancer. Langenbecks Arch Surg 2007; 393:93-104. [PMID: 17938952 DOI: 10.1007/s00423-007-0230-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2007] [Accepted: 06/26/2007] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS Colorectal cancer is the second leading cause of cancer-related death. Current clinical practice in colorectal cancer screening (fecal occult blood test, FOBT; colonoscopy) has contributed to a reduction of mortality. However, despite these screening programs, about 70% of carcinomas are detected at advanced tumor stages (UICC III/IV) presenting poor patient prognosis. Thus, innovative tools and methodologies for early cancer detection can directly result in improving patient survival rates. PATIENTS/METHODS Biomedical research has advanced rapidly in recent years with the availability of technologies such as global gene and protein expression profiling. Comprehensive tumor profiling has become a field of intensive research aiming at identifying biomarkers relevant for improved diagnostics and therapeutics. RESULTS In this paper, we report a comprehensive review of genomic, transcriptomic, and proteomic approaches for biomarker identification in tissue and blood with a main emphasis on two-dimensional gel-electrophoresis (2-DE) and mass spectrometry analyses. CONCLUSION Proteomics-based technologies enable to distinguish the healthy patient from the tumor patient with high sensitivity and specificity and could greatly improve common classification systems and diagnostics. However, this progress has not yet been transferred from bench to bedside but could open the door to a more accurate and target specific personalized medicine with improved patient survival.
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Affiliation(s)
- Jens K Habermann
- Department of Surgery, University of Schleswig-Holstein Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany.
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Peng JY, Qin HL. Differential expression of proteins during the canceration of colorectal adenoma cells. Shijie Huaren Xiaohua Zazhi 2007; 15:2814-2820. [DOI: 10.11569/wcjd.v15.i26.2814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Colorectal carcinoma is one of the most frequently seen malignant tumors of the gastric tract. Colorectal adenomas are considered to be precancerous lesions of colorectal carcinoma. The adenoma-carcinoma sequence has traditionally been characterized as a uniform progression from normal mucosa to adenoma to carcinoma through an underlying homogenous carcinogenic pathway. Current research indicates that some proteins are differentially expressed in colorectal adenomas during their carcinomatous changes. These proteins include cell skeleton-related proteins, intracellular enzymes and proteins involved in cellular signal transduction. The functional roles of these proteins in the carcinomatous changes of colorectal adenomas differ greatly from each other and have not yet been fully clarified. This article reviews these differentially expressed proteins and briefly describes the possible mechanism by which these proteins cause the malignant transition from colorectal adenoma to colorectal carcinoma. Furthermore, proteomic technology has developed rapidly and has been simultaneously applied to the detection and characterization of various kinds of proteins due to its high throughput and convenient nature. This article also introduces the utilization of proteomics to identify and compare proteins that are differentially expressed between colorectal adenoma and colorectal carcinoma. Research on these proteins may lead to the identification of cancer markers that could subsequently facilitate the early diagnosis and further understanding of colorectal carcinoma.
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Tiss A, Smith C, Camuzeaux S, Kabir M, Gayther S, Menon U, Waterfield M, Timms J, Jacobs I, Cramer R. Serum Peptide Profiling using MALDI Mass Spectrometry. Proteomics 2007; 7 Suppl 1:77-89. [PMID: 17893856 DOI: 10.1002/pmic.200700746] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Blood represents a convenient diagnostic specimen for clinical analysis. Serum metabolites and peptides have the potential to serve as reliable indicators of progression from a normal to a diseased state. However, the presence of salts, lipids and high concentrations of protein in blood serum can adversely affect its mass spectrometric profiling, as all of these moieties can hinder the ionisation and detection of diagnostic biomarkers. Several pre-fractionation strategies using chromatographic adsorbents have been employed to desalt samples and remove abundant proteins such as albumin and immunoglobulin. As an alternative to multi-stage fractionation chromatography, we describe in this practical review the adaptation and validation of a simple and fast solid-phase extraction technique using ZipTips. The protocol allows for the purification and concentration of peptides in a few, mostly automated steps, prior to spectral biomarker pattern diagnostics using MALDI MS and MS/MS. It has the added advantages of being suitable for use in a high-throughput and potentially clinical environment, only requiring a few microlitres of serum. We have evaluated, optimised, and standardised a number of analytical parameters ranging from serum storage and handling to automated peptide extraction, crystallisation, spectral acquisition, and signal processing. Using standardised protocols the average CV of serum profiles within- and between-run replicates has been evaluated and found to be around 10 % based on the variability of all detected peaks (more than 100 peaks per profile). The results show that this easy and fast method of using ZipTips, tested over a whole year, is more reproducible and more suitable for serum profile screening than magnetic bead-based methodologies which show higher variability and higher rates of rejected, low-quality spectra upon applying strict data quality control filters.
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Affiliation(s)
- Ali Tiss
- The BioCentre and Department of Chemistry, University of Reading, Reading, UK
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Mushtaq S, Siddiqui AA, Naqvi ZA, Rattani A, Talati J, Palmberg C, Shafqat J. Identification of myeloperoxidase, alpha-defensin and calgranulin in calcium oxalate renal stones. Clin Chim Acta 2007; 384:41-7. [PMID: 17610860 DOI: 10.1016/j.cca.2007.05.015] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2006] [Revised: 03/19/2007] [Accepted: 05/15/2007] [Indexed: 10/23/2022]
Abstract
BACKGROUND In order to understand the mechanism of stone genesis, it is essential to determine the characteristics of macromolecules constituting the urinary stones. We characterized proteins from the inner core and outer matrix of calcium oxalate (CaOx) renal stones. METHODS Inner core and outer matrix of CaOx renal stones were separated and proteins were extracted with a buffer containing SDS and beta-mercaptoethanol. Proteins were analyzed and purified by SDS-PAGE and RP-HPLC respectively. The protein bands from gel and protein fractions were sequenced by MALDI TOF mass spectrometry. ELISA, western and slot blot immunoassays were performed to confirm the identity of the proteins in stones and urine of the stone formers. The potential of the identified protein as an effective promoter or inhibitor was assessed by observing their effects on CaOx crystallization using aggregometer. RESULTS The inner core extract predominantly exhibited protein species in the molecular weight range of 12-14 kDa. However, a 66 kDa band, identified as osteopontin was also detected in the inner core along with outer matrix and in the urine of stone formers and non stone formers. Purification of low molecular weight proteins was carried out by reversed phase HPLC. Tandem mass spectrometry analysis identified them as myeloperoxidase chain A (MPO-A), alpha-defensin, and calgranulin. ELISA, western blot and slot-blot immuno-assays further confirmed their presence restricted to the inner core and not in the outer matrix. Turbidity assays showed that low molecular weight renal stone proteins promoted the aggregation of CaOx crystals. CONCLUSIONS Persistent hyperoxaluria leads to tubular epithelial injury, resulting in the release of these anti-inflammatory proteins. These proteins could have been first adsorbed on CaOx crystals thereby become a part of nucleation process leading to inner matrix formation.
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Affiliation(s)
- Shamim Mushtaq
- Department of Biological and Biomedical Sciences, Research Laboratory, Juma Building, Pakistan
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39
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Rodríguez-Piñeiro AM, Rodríguez-Berrocal FJ, Páez de la Cadena M. Improvements in the search for potential biomarkers by proteomics: Application of principal component and discriminant analyses for two-dimensional maps evaluation. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 849:251-60. [PMID: 17071145 DOI: 10.1016/j.jchromb.2006.09.021] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2006] [Revised: 09/06/2006] [Accepted: 09/08/2006] [Indexed: 10/24/2022]
Abstract
In this study, we evaluated if the application of multivariate analysis on the data obtained from two-dimensional protein maps could mean an improvement in the search for protein markers. First, we performed a classical proteomic study of the differential expression of serum N-glycoproteins in colorectal cancer patients. Then, applying principal component analysis (PCA) we assessed the utility of the 2-D protein pattern and certain subsets of spots as a tool to distinguish control and case samples, and tested the accuracy of the classification model by linear discriminant analysis (LDA). On the other hand we looked for altered spots by univariate statistics and then analysed them as a cluster by PCA and LDA. We found that those proteins combined presented a theoretical sensitivity and specificity of 100%. Finally, the spots with known protein identity were analysed by multivariate methods, finding a subgroup that behaved as the most obvious candidates for further validation trials.
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40
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Rahman-Roblick R, Johannes Roblick U, Hellman U, Conrotto P, Liu T, Becker S, Hirschberg D, Jörnvall H, Auer G, Wiman KG. p53 targets identified by protein expression profiling. Proc Natl Acad Sci U S A 2007; 104:5401-6. [PMID: 17372198 PMCID: PMC1828709 DOI: 10.1073/pnas.0700794104] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
p53 triggers cell cycle arrest and apoptosis through transcriptional regulation of specific target genes. We have investigated the effect of p53 activation on the proteome using 2D gel electrophoresis analysis of mitomycin C-treated HCT116 colon carcinoma cells carrying wild-type p53. Approximately 5,800 protein spots were separated in overlapping narrow-pH-range gel strips, and 115 protein spots showed significant expression changes upon p53 activation. The identity of 55 protein spots was obtained by mass spectrometry. The majority of the identified proteins have no previous connection to p53. The proteins fall into different functional categories, such as mRNA processing, translation, redox regulation, and apoptosis, consistent with the idea that p53 regulates multiple cellular pathways. p53-dependent regulation of five of the up-regulated proteins, eIF5A, hnRNP C1/C2, hnRNP K, lamin A/C, and Nm23-H1, and two of the down-regulated proteins, Prx II and TrpRS, was examined in further detail. Analysis of mRNA expression levels demonstrated both transcription-dependent and transcription-independent regulation among the identified targets. Thus, this study reveals protein targets of p53 and highlights the role of transcription-independent effects for the p53-induced biological response.
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Affiliation(s)
- Rubaiyat Rahman-Roblick
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
| | - Uwe Johannes Roblick
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, D-23538 Lübeck, Germany; and
| | - Ulf Hellman
- Ludwig Institute for Cancer Research, Box 595, Uppsala University, SE-751 24 Uppsala, Sweden
| | - Paolo Conrotto
- Ludwig Institute for Cancer Research, Box 595, Uppsala University, SE-751 24 Uppsala, Sweden
- Department of Chemistry and Applied Biosciences, Eidgenössische Technische Hochschule Zürich, Wolfgang-Pauli Strasse 10, 8093 Zürich, Switzerland
| | - Tao Liu
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
| | - Susanne Becker
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
| | - Daniel Hirschberg
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Hans Jörnvall
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Gert Auer
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
| | - Klas G. Wiman
- *Department of Oncology–Pathology, Cancer Center Karolinska, Karolinska Institutet, SE-171 76 Stockholm, Sweden
- To whom correspondence should be addressed. E-mail:
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Habermann JK, Paulsen U, Roblick UJ, Upender MB, McShane LM, Korn EL, Wangsa D, Krüger S, Duchrow M, Bruch HP, Auer G, Ried T. Stage-specific alterations of the genome, transcriptome, and proteome during colorectal carcinogenesis. Genes Chromosomes Cancer 2007; 46:10-26. [PMID: 17044061 DOI: 10.1002/gcc.20382] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
To identify sequential alterations of the genome, transcriptome, and proteome during colorectal cancer progression, we have analyzed tissue samples from 36 patients, including the complete mucosa-adenoma-carcinoma sequence from 8 patients. Comparative genomic hybridization (CGH) revealed patterns of stage specific, recurrent genomic imbalances. Gene expression analysis on 9K cDNA arrays identified 58 genes differentially expressed between normal mucosa and adenoma, 116 genes between adenoma and carcinoma, and 158 genes between primary carcinoma and liver metastasis (P < 0.001). Parallel analysis of our samples by CGH and expression profiling revealed a direct correlation of chromosomal copy number changes with chromosome-specific average gene expression levels. Protein expression was analyzed by two-dimensional gel electrophoresis and subsequent mass spectrometry. Although there was no direct match of differentially expressed proteins and genes, the majority of them belonged to identical pathways or networks. In conclusion, increasing genomic instability and a recurrent pattern of chromosomal imbalances as well as specific gene and protein expression changes correlate with distinct stages of colorectal cancer progression. Chromosomal aneuploidies directly affect average resident gene expression levels, thereby contributing to a massive deregulation of the cellular transcriptome. The identification of novel genes and proteins might deliver molecular targets for diagnostic and therapeutic interventions.
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Affiliation(s)
- Jens K Habermann
- Genetics Branch, National Cancer Institute, NIH, Bethesda, MD 20892-8010, USA.
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42
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Lundgren C, Lahmann J, Becker S, Roblick U, Schedvins K, Boman K, Frankendal B, Nordström B, Auer G. 2-DE protein expression in endometrial carcinoma. Acta Oncol 2007; 45:685-94. [PMID: 16938811 DOI: 10.1080/02841860600660787] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
The objective of this study was to explore the protein expression pattern in normal endometrial mucosa (n = 5) and endometrial carcinoma (n = 15) of low (diploid) and high (aneuploid) malignancy potential by two-dimensional gel electrophoresis (2-DE). The specimens were evaluated for histopathologic subtype, stage and grade in relation to DNA ploidy. A match-set consisting of five samples from normal endometrium, eight diploid and seven aneuploid tumours was created. All the diploid and three of the aneuploid tumours were of endometrioid subtype, while the remaining four were of uterine seropapillary type. There were 192 protein spots differentiating diploid tumours from normal endometrium and 238 protein spots were separating aneuploid tumours from normal endometrium (p < 0.01). A cluster analysis based on 52 significantly deviating protein spots within the groups showed clustering and separation of the normal endometrium, diploid and aneuploid tumours. In conclusion this study showed significant differences in protein expression between normal endometrium and endometrial carcinoma as well as between endometrial carcinoma of low and high malignancy potential. In future studies these results may provide useful in finding new sensitive prognostic markers for endometrial cancer.
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Affiliation(s)
- Caroline Lundgren
- Department of Gynaecologic Oncology, Radiumhemmet, Institute of Oncology and Pathology, Karolinska University Hospital and Institute, Stockholm, Sweden.
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Krause K, Schierhorn A, Sinz A, Wissmann JD, Beck-Sickinger AG, Paschke R, Fuhrer D. Toward the application of proteomics to human thyroid tissue. Thyroid 2006; 16:1131-43. [PMID: 17123340 DOI: 10.1089/thy.2006.16.1131] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
CONTEXT In this paper we describe for the first time a systematic approach to proteome analysis of human thyroid tissue. OBJECTIVE AND DESIGN We report different methods to decrease the complexity of the human thyroid tissue proteome by applying different solubilization strategies and correcting for thyroglobulin protein abundance; to increase the protein resolution by prefractionation and by the use of narrow-range pH gradients; to detect proteins using sensitive and quantitative stains; and to identify soluble and membrane-bound thyroid tissue proteins by mass spectrometry analysis. MAIN OUTCOME/RESULTS: We found that buffers containing high contents of urea and detergents allow the best solubilization of human thyroid tissue proteins; highly variable abundance of thyroglobulin is a major pitfall of human thyroid proteome analysis, which in contrast to centrifugal ultrafiltration, size-exclusion chromatography and microdissection, can be countered best by adapting the protein amount to the thyroglobulin content per sample; prefractionation leads to a significant enrichment of proteins and allows subcellar localization of thyroid proteins; application of narrow-range immobilized pH gradient (IPG) strips allows further improvement of spot detection and separation; and protein detection with the fluorescent stain ruthenium II Tris bathophenanthroline disulfonate (RuBPs) is a highly sensitive and reliable tool for quantitative proteome analysis. Finally, in a pilot study of four patients with benign nodular thyroid disease we found that the described procedures allow a highly reproducible detection and identification of alterations in protein expression between nodular and corresponding normal thyroid tissues. CONCLUSIONS Application of the described methods provides the basis for a highly sensitive and reproducible proteome analysis of the human thyroid, providing an additional novel tool to elucidate complex proteins changes in human thyroid biology as well as pathophysiology of human thyroid disease.
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Affiliation(s)
- Kerstin Krause
- III. Medical Department, University of Leipzig, Leipzig, Germany
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Alvarez-Chaver P, Rodríguez-Piñeiro AM, Rodríguez-Berrocal FJ, Martínez-Zorzano VS, Páez de la Cadena M. Identification of hydrophobic proteins as biomarker candidates for colorectal cancer. Int J Biochem Cell Biol 2006; 39:529-40. [PMID: 17084656 DOI: 10.1016/j.biocel.2006.10.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2006] [Revised: 09/19/2006] [Accepted: 10/01/2006] [Indexed: 12/14/2022]
Abstract
Nowadays, colorectal cancer is one of the major causes of cancer death in Western countries. Due to the lack of biomarkers with clinical utility for this pathology, and considering that membrane and hydrophobic proteins have not been studied in depth, we performed a prefractionation of colorectal tissues prior to two-dimensional gel electrophoresis in order to identify hydrophobic proteins differentially expressed in colorectal cancer patients. Fractions enriched in hydrophobic proteins were obtained from healthy mucosa and tumor tissue by a specific extraction method based on temperature-dependent phase partitioning with Triton X-114. Proteins were separated by two-dimensional gel electrophoresis and gels were silver-stained, scanned and compared using the PDQuest software. Those spots presenting significantly different abundance were submitted to mass spectrometry for protein identification. Alterations in the expression of cytoskeletal proteins, including a decrease of vimentin and the absence of desmin, were found. We also detected alterations in antioxidant and transport proteins, chaperones, and in two isoforms of the calcium-binding protein S100A6. On the other hand, vimentin was chosen to corroborate the electrophoretic results by specific immunodetection. Most of the altered proteins have been related to cellular membranes, many of them to lipid rafts microdomains in the plasma membrane, and they have also been implicated in the control of cell proliferation, apoptosis, or metastasis. In conclusion, all the proteins found altered in colorectal tumor samples could be considered as candidates for future studies focused on their utility as markers for colorectal diagnosis and prognosis, or as targets for colorectal cancer therapy.
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Affiliation(s)
- Paula Alvarez-Chaver
- Departamento de Bioquímica, Genética e Inmunología, Facultad de Biología, Universidad de Vigo, Campus Universitario, 36310 Vigo, Spain
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Lexander H, Palmberg C, Hellman U, Auer G, Hellström M, Franzén B, Jörnvall H, Egevad L. Correlation of protein expression, Gleason score and DNA ploidy in prostate cancer. Proteomics 2006; 6:4370-80. [PMID: 16888723 DOI: 10.1002/pmic.200600148] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The prognosis of prostate cancer correlates with tumor differentiation. Gleason score and DNA ploidy are two prognostic factors that correlate with prognosis. We analyzed differences in protein expression in prostate cancer of high and low aggressiveness according to these measures. From 35 prostatectomy specimens, 29 cancer samples and 10 benign samples were harvested by scraping cells from cut surfaces. DNA ploidy was assessed by image cytometry. Protein preparations from cell suspensions were examined by 2-DE. Protein spots that differed quantitatively between sample groups were identified by MS fingerprinting of tryptic fragments and MS/MS sequence analysis. We found 39 protein spots with expression levels that were raised or lowered in correlation with Gleason score and/or DNA ploidy pattern (31 overexpressed in high-malignant cancer, 8 underexpressed). Of these, 30 were identified by MS. Among overexpressed proteins were heat-shock, structural and membrane proteins and enzymes involved in gene silencing, protein synthesis/degradation, mitochondrial protein import (metaxin 2), detoxification (GST-pi) and energy metabolism. Stroma-associated proteins were generally underexpressed. The protein expression of prostate cancer correlates with tumor differentiation. Potential prognostic markers may be found among proteins that are differentially expressed and the clinical value of these should be validated.
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Affiliation(s)
- Helena Lexander
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
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46
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Habermann JK, Roblick UJ, Luke BT, Prieto DA, Finlay WJJ, Podust VN, Roman JM, Oevermann E, Schiedeck T, Homann N, Duchrow M, Conrads TP, Veenstra TD, Burt SK, Bruch HP, Auer G, Ried T. Increased serum levels of complement C3a anaphylatoxin indicate the presence of colorectal tumors. Gastroenterology 2006; 131:1020-9; quiz 1284. [PMID: 17030172 PMCID: PMC2532535 DOI: 10.1053/j.gastro.2006.07.011] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2006] [Accepted: 06/15/2006] [Indexed: 12/02/2022]
Abstract
BACKGROUND & AIMS Late diagnosis of colorectal carcinoma results in a significant reduction of average survival times. Yet despite screening programs, about 70% of tumors are detected at advanced stages (International Union Against Cancer stages III/IV). We explored whether detection of malignant disease would be possible through identification of tumor-specific protein biomarkers in serum samples. METHODS A discovery set of sera from patients with colorectal malignancy (n = 58) and healthy control individuals (n = 32) were screened for potential differences using surface-enhanced laser desorption/ionization time-of-flight mass spectrometry. Candidate proteins were identified and their expression levels were validated in independent sample sets using a specific immunoassay (enzyme-linked immunosorbent assay). RESULTS By using class comparison and custom-developed algorithms we identified several m/z values that were expressed differentially between the malignant samples and the healthy controls of the discovery set. Characterization of the most prominent m/z values revealed a member of the complement system, the stable form of C3a anaphylatoxin (ie, C3a-desArg). Based on a specific enzyme-linked immunosorbent assay, serum levels of complement C3a-desArg predicted the presence of colorectal malignancy in a blinded validation set (n = 59) with a sensitivity of 96.8% and a specificity of 96.2%. Increased serum levels were also detected in 86.1% of independently collected sera from patients with colorectal adenomas (n = 36), whereas only 5.6% were classified as normal. CONCLUSIONS Complement C3a-desArg is present at significantly higher levels in serum from patients with colorectal adenomas (P < .0001) and carcinomas (P < .0001) than in healthy individuals. This suggests that quantification of C3a-desArg levels could ameliorate existing screening tests for colorectal cancer.
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Affiliation(s)
- Jens K. Habermann
- Genetics Branch, National Cancer Institute, NIH, Bethesda, MD, USA
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
- Department of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
| | - Uwe J. Roblick
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
- Department of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
| | - Brian T. Luke
- Advanced Biomedical Computing Center, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - DaRue A. Prieto
- Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - William J. J. Finlay
- Biomedical Diagnostics Group, Dublin City University, Dublin, Republic Of Ireland
| | | | - John M. Roman
- Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - Elisabeth Oevermann
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
| | - Thomas Schiedeck
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
| | - Nils Homann
- Internal Medicine Department, University of Schleswig-Holstein, Campus Lübeck, Germany
| | - Michael Duchrow
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
| | - Thomas P. Conrads
- Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - Timothy D. Veenstra
- Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - Stanley K. Burt
- Advanced Biomedical Computing Center, SAIC-Frederick, Inc., NCI Frederick, Frederick, MD, USA
| | - Hans-Peter Bruch
- Department of Surgery, University of Schleswig-Holstein, Campus Lübeck, Germany
| | - Gert Auer
- Department of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Ried
- Genetics Branch, National Cancer Institute, NIH, Bethesda, MD, USA
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47
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Abstract
The field of microfluidics continues to offer great promise as an enabling technology for advanced analytical tools. For biomolecular analysis, there is often a critical need to couple on-chip microfluidic sample manipulation with back-end MS. Though interfacing microfluidics to MS has been most often reported through the use of direct ESI-MS, there are compelling reasons for coupling microfluidics to MALDI-MS as an alternative to ESI-MS for both online and offline analysis. The intent of this review is to provide a summary of recent developments in the integration of microfluidic systems with MALDI-MS, with an emphasis on applications in proteomics. Key points are summarized, followed by a review of relevant technologies and a discussion of outlook for the field.
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Affiliation(s)
- Don L DeVoe
- Department of Mechanical Engineering, University of Maryland, College Park, MD 20742, USA.
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48
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Bi X, Lin Q, Foo TW, Joshi S, You T, Shen HM, Ong CN, Cheah PY, Eu KW, Hew CL. Proteomic Analysis of Colorectal Cancer Reveals Alterations in Metabolic Pathways. Mol Cell Proteomics 2006; 5:1119-30. [PMID: 16554294 DOI: 10.1074/mcp.m500432-mcp200] [Citation(s) in RCA: 125] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Colorectal cancer is the second leading killer cancer worldwide and presently the most common cancer among males in Singapore. The study aimed to detect changes of protein profiles associated with the process of colorectal tumorigenesis to identify specific protein markers for early colorectal cancer detection and diagnosis or as potential therapeutic targets. Seven pairs of colorectal cancer tissues and adjacent normal mucosa were examined by two-dimensional gel electrophoresis at basic pH range (pH 7-10). Intensity changes of 34 spots were detected with statistical significance. 16 of the 34 spots were identified by MALDI-TOF/TOF tandem mass spectrometry. Changes in protein expression levels revealed a significantly enhanced glycolytic pathway (Warburg effect), a decreased gluconeogenesis, a suppressed glucuronic acid pathway, and an impaired tricarboxylic acid cycle. Observed changes in protein abundance were verified by two-dimensional DIGE. These changes reveal an underlying mechanism of colorectal tumorigenesis in which the roles of impaired tricarboxylic acid cycle and the Warburg effect may be critical.
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Affiliation(s)
- Xuezhi Bi
- Department of Biological Sciences, National University of Singapore, Singapore 117543
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49
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Mazzanti R, Solazzo M, Fantappié O, Elfering S, Pantaleo P, Bechi P, Cianchi F, Ettl A, Giulivi C. Differential expression proteomics of human colon cancer. Am J Physiol Gastrointest Liver Physiol 2006; 290:G1329-38. [PMID: 16439467 DOI: 10.1152/ajpgi.00563.2005] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The focus of this study was to use differential protein expression to investigate operative pathways in early stages of human colon cancer. Colorectal cancer represents an ideal model system to study the development and progression of human tumors, and the proteomic approach avoids overlooking posttranslational modifications not detected by microarray analyses and the limited correlation between transcript and protein levels. Colon cancer samples, confined to the intestinal wall, were analyzed by expression proteomics and compared with matched samples from normal colon tissue. Samples were processed by two-dimensional gel electrophoresis, and spots differentially expressed and consistent across all patients were identified by matrix-assisted laser desorption ionization-time-of-flight mass spectrometry analyses and by Western blot analyses. After differentially expressed proteins and their metabolic pathways were analyzed, the following main conclusions were achieved for tumor tissue: 1) a shift from beta-oxidation, as the main source of energy, to anaerobic glycolysis was observed owed to the alteration of nuclear- versus mitochondrial-encoded proteins and other proteins related to fatty acid and carbohydrate metabolism; 2) lower capacity for Na(+) and K(+) cycling; and 3) operativity of the apoptosis pathway, especially the mitochondrial one. This study of the human colon cancer proteome represents a step toward a better understanding of the metabolomics of colon cancer at early stages confined to the intestinal wall.
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50
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Wibom C, Pettersson F, Sjöström M, Henriksson R, Johansson M, Bergenheim AT. Protein expression in experimental malignant glioma varies over time and is altered by radiotherapy treatment. Br J Cancer 2006; 94:1853-63. [PMID: 16736004 PMCID: PMC2361353 DOI: 10.1038/sj.bjc.6603190] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Radiotherapy is one of the mainstays of glioblastoma (GBM) treatment. This study aims to investigate and characterise differences in protein expression patterns in brain tumour tissue following radiotherapy, in order to gain a more detailed understanding of the biological effects. Rat BT4C glioma cells were implanted into the brain of two groups of 12 BDIX-rats. One group received radiotherapy (12 Gy single fraction). Protein expression in normal and tumour brain tissue, collected at four different time points after irradiation, were analysed using surface enhanced laser desorption/ionisation – time of flight – mass spectrometry (SELDI-TOF-MS). Mass spectrometric data were analysed by principal component analysis (PCA) and partial least squares (PLS). Using these multivariate projection methods we detected differences between tumours and normal tissue, radiation treatment-induced changes and temporal effects. 77 peaks whose intensity significantly changed after radiotherapy were discovered. The prompt changes in the protein expression following irradiation might help elucidate biological events induced by radiation. The combination of SELDI-TOF-MS with PCA and PLS seems to be well suited for studying these changes. In a further perspective these findings may prove to be useful in the development of new GBM treatment approaches.
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Affiliation(s)
- C Wibom
- Department of Oncology, University Hospital, SE 901 85 Umeå, Sweden
| | - F Pettersson
- Research Group for Chemometrics, Department of Chemistry, Umeå University, SE 901 87 Umeå, Sweden
| | - M Sjöström
- Research Group for Chemometrics, Department of Chemistry, Umeå University, SE 901 87 Umeå, Sweden
| | - R Henriksson
- Department of Oncology, University Hospital, SE 901 85 Umeå, Sweden
| | - M Johansson
- Department of Oncology, University Hospital, SE 901 85 Umeå, Sweden
| | - A T Bergenheim
- Department of Neurosurgery, University Hospital, SE 901 85, Umeå, Sweden
- E-mail:
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