1
|
Liu BX, Xie Y, Zhang J, Zeng S, Li J, Tao Q, Yang J, Chen Y, Zeng C. SERPINB5 promotes colorectal cancer invasion and migration by promoting EMT and angiogenesis via the TNF-α/NF-κB pathway. Int Immunopharmacol 2024; 131:111759. [PMID: 38460302 DOI: 10.1016/j.intimp.2024.111759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/20/2024] [Accepted: 02/22/2024] [Indexed: 03/11/2024]
Abstract
This study aimed to investigate the role of SERPINB5 in colorectal cancer (CRC). We established knockdown and overexpression models of SERPINB5 in CRC cells and conducted bioinformatics analysis to assess the clinicopathological significance of SERPINB5 expression in CRC patients. Human CRC cells were transfected with LV-SERPINB5 and sh-SERPINB5 lentivirus for subsequent functional and mechanistic studies. Results showed that high SERPINB5 expression correlated positively with CEA levels, N stage and lymphatic infiltration, while displaying a negative correlation with progression-free survival. Overexpression of SERPINB5 in CRC cells upregulated the expression of TNF-α, p-NF-κB/p65, N-cadherin, MMP2 and MMP9, accompanied by decreased E-cadherin expression. In addition, SERPINB5 overexpression enhanced the migration, invasion, and proliferation of CRC cells. Furthermore, overexpression of SERPINB5 in CRC cells increased VEGFA expression, and the conditioned medium from SERPINB5-overexpressing CRC cells promoted tube formation of HUVECs. Conversely, overexpression of SERPINB5 in HUVECs decreased VEGFA expression and inhibited tube formation. Notably, these changes in CRC cells were reversed by QNZ, a specific inhibitor of the TNF-α/NF-κB pathway. In summary, our findings revealed that high SERPINB5 expression correlated with poor progression-free survival in CRC patients. Moreover, SERPINB5 could induce EMT and angiogenesis by activating the TNF-α/NF-κB pathway, thereby promoting the invasion and migration of CRC cells.
Collapse
Affiliation(s)
- Bi-Xia Liu
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China; Department of Gastroenterology, the Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330000, Jiangxi, China
| | - Yang Xie
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China
| | - Jiayu Zhang
- Huankui Academy of Nanchang University, Nanchang 330000, Jiangxi, China
| | - Shuyan Zeng
- Huankui Academy of Nanchang University, Nanchang 330000, Jiangxi, China
| | - Jun Li
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China
| | - Qing Tao
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China
| | - Jing Yang
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China
| | - Youxiang Chen
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China
| | - Chunyan Zeng
- Department of Gastroenterology, Digestive Disease Hospital, the First Affiliated Hospital, Jiangxi Medical College, Nanchang University, 17 Yongwaizheng Street, Nanchang 330000, Jiangxi, China; Jiangxi Provincial Key Laboratory of Interdisciplinary Science, Nanchang University, Nanchang 330000, Jiangxi, China.
| |
Collapse
|
2
|
Martín-García D, García-Aranda M, Redondo M. Biomarker Identification through Proteomics in Colorectal Cancer. Int J Mol Sci 2024; 25:2283. [PMID: 38396959 PMCID: PMC10888664 DOI: 10.3390/ijms25042283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 02/12/2024] [Accepted: 02/13/2024] [Indexed: 02/25/2024] Open
Abstract
Colorectal cancer (CRC) is a devastating disease that ranks third in diagnosis and as the second leading cause of cancer-related deaths. The early detection of CRC has been shown to be the most effective strategy to improve treatment outcomes and patient survival. Therefore, current lines of research focus on the development of reliable diagnostic tools. Targeted therapies, in combination with standard chemotherapy and immune checkpoint inhibitors, have emerged as promising treatment protocols in CRC. However, their effectiveness is linked to the molecular characteristics of each patient. The importance of discovering biomarkers that help predict response to therapies and assess prognosis is evident as they allow for a fundamental step towards personalized care and successful treatments. Among the ongoing efforts to identify them, mass spectrometry-based translational proteomics presents itself as a unique opportunity as it enables the discovery and application of protein biomarkers that may revolutionize the early detection and treatment of CRC. Our objective is to show the most recent studies focused on the identification of CRC-related protein markers, as well as to provide an updated view of advances in the field of proteomics and cancer.
Collapse
Affiliation(s)
- Desirée Martín-García
- Surgical Specialties, Biochemistry and Immunology Department, Faculty of Medicine, University of Málaga, 29010 Málaga, Spain;
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 29590 Málaga, Spain;
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina—IBIMA Plataforma BIONAND, 29590 Málaga, Spain
- Research and Innovation Unit, Hospital Universitario Costa del Sol, 29602 Marbella, Spain
| | - Marilina García-Aranda
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 29590 Málaga, Spain;
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina—IBIMA Plataforma BIONAND, 29590 Málaga, Spain
- Research and Innovation Unit, Hospital Universitario Costa del Sol, 29602 Marbella, Spain
| | - Maximino Redondo
- Surgical Specialties, Biochemistry and Immunology Department, Faculty of Medicine, University of Málaga, 29010 Málaga, Spain;
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), 29590 Málaga, Spain;
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina—IBIMA Plataforma BIONAND, 29590 Málaga, Spain
- Research and Innovation Unit, Hospital Universitario Costa del Sol, 29602 Marbella, Spain
| |
Collapse
|
3
|
Bratei AA, Stefan-van Staden RI. Correlation between Maspin Levels in Different Biological Samples and Pathologic Features in Colorectal Adenocarcinomas. Life (Basel) 2023; 13:life13041060. [PMID: 37109589 PMCID: PMC10143283 DOI: 10.3390/life13041060] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/13/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
Maspin is an important biomarker which was proven to be correlated to many pathological features that can help the oncologists, the surgeons and also the pathologists for choosing the personalized treatment of the patients. Maspin expression correlates with the budding of colorectal adenocarcinomas that is usually used mostly in immunohistochemistry. In this preliminary study, a small number of patients with clinical and pathological features were selected. Four kinds of samples (tumoral tissues, blood, saliva and urine) were analyzed using a stochastic method using stochastic microsensors. Whole blood maspin concentration values were related to budding, molecular subtype and location. Tissular maspin concentrations were related to location, maxi-mum diameter and pN value from TNM staging system. Salivary maspin concentrations were related to budding, mucinous compound and macroscopic features. Urinary maspin concentrations were related to pT value from TNM staging system, budding and molecular subtype. The correlations made in this paper may be used for fast diagnostic of colorectal adenocarcinomas, after which, it will be tested on a significant number of patients confirmed with colon cancer, in different stages of evolution.
Collapse
Affiliation(s)
- Alexandru Adrian Bratei
- Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 060042 Bucharest, Romania
- Laboratory of Electrochemistry and PATLAB, National Institute of Research for Electrochemistry and Condensed Matter, 060021 Bucharest, Romania
- Department of Pathology, Emergency University Hospital, 050098 Bucharest, Romania
| | - Raluca-Ioana Stefan-van Staden
- Faculty of Chemical Engineering and Biotechnologies, University Politehnica of Bucharest, 060042 Bucharest, Romania
- Laboratory of Electrochemistry and PATLAB, National Institute of Research for Electrochemistry and Condensed Matter, 060021 Bucharest, Romania
| |
Collapse
|
4
|
Wang L, Liu W, Liu K, Wang L, Yin X, Bo L, Xu H, Lin S, Feng K, Zhou X, Lin L, Fei M, Zhang C, Ning S, Zhao H. The dynamic dysregulated network identifies stage-specific markers during lung adenocarcinoma malignant progression and metastasis. MOLECULAR THERAPY. NUCLEIC ACIDS 2022; 30:633-647. [PMID: 36514354 PMCID: PMC9722404 DOI: 10.1016/j.omtn.2022.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 11/17/2022] [Indexed: 11/23/2022]
Abstract
Brain metastasis occurs in approximately 30% of patients with lung adenocarcinoma (LUAD) and is closely associated with poor prognosis, recurrence, and death. However, dynamic gene regulation and molecular mechanism driving LUAD progression remain poorly understood. In this study, we performed a comprehensive single-cell transcriptome analysis using data from normal, early stage, advanced stage, and brain metastasis LUAD. Our single-cell-level analysis reveals the cellular composition heterogeneity at different stages during LUAD progression. We identified stage-specific risk genes that could contribute to LUAD progression and metastasis by reprogramming immune-related and metabolic-related functions. We constructed an early advanced metastatic dysregulated network and revealed the dynamic changes in gene regulations during LUAD progression. We identified 6 early advanced (HLA-DRB1, HLA-DQB1, SFTPB, SFTPC, PLA2G1B, and FOLR1), 8 advanced metastasis (RPS15, RPS11, RPL13A, RPS24, HLA-DRB5, LYPLA1, KCNJ15, and PSMA3), and 2 common risk genes in different stages (SFTPD and HLA-DRA) as prognostic markers in LUAD. Particularly, decreased expression of HLA-DRA, HLA-DRB1, HLA-DQB1, and HLA-DRB5 refer poor prognosis in LUAD by controlling antigen processing and presentation and T cell activation. Increased expression of PSMA3 and LYPLA1 refer poor prognosis by reprogramming fatty acid metabolism and RNA catabolic process. Our findings will help further understanding the pathobiology of brain metastases in LUAD.
Collapse
Affiliation(s)
- Li Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China,Corresponding author Li Wang, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
| | - Wangyang Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Kailai Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Lixia Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Xiangzhe Yin
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Lin Bo
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Haotian Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Shihua Lin
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Ke Feng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Xinyu Zhou
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Lin Lin
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Meiting Fei
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Caiyu Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Shangwei Ning
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China,Corresponding author Shangwei Ning, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
| | - Hongying Zhao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China,Corresponding author Hongying Zhao, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
| |
Collapse
|
5
|
The Role of Selected Serpins in Gastrointestinal (GI) Malignancies. J Clin Med 2022; 11:jcm11206225. [PMID: 36294546 PMCID: PMC9604722 DOI: 10.3390/jcm11206225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022] Open
Abstract
Gastrointestinal (GI) cancers, which are a diverse group of malignant diseases, represent a major healthcare problem around the world. Due to the lack of specific symptoms in the early stages as well as insufficient diagnostic possibilities, these malignancies occupy the leading position in the causes of death worldwide. The currently available tests have too many limitations to be part of routine diagnostics. Therefore, new potential biomarkers that could be used as diagnostic and prognostic factors for these cancers are still being sought. Among the proteins that might fit this role are serpins, which are serine protease inhibitors. Although the serpins themselves have been known for many years, they have recently become the centre of attention for many authors, especially due to the fact that a number of proteins in this family are involved in many stages of neoplasia formation, from angiogenesis through tumour growth to progression. Therefore, the aim of this review is to present the current knowledge about the significance of serpins in GI malignancies, especially their involvement in the development and progression of oesophageal, gastric, pancreatic and colorectal cancers. This review summarises and confirms the important roles of selected serpins in the pathogenesis of various GI cancers and also points to their promising roles as therapeutic targets. However, due to the relatively nonspecific nature of serpins, future research should be carried out to elucidate the mechanisms involved in tumour pathogenesis in more detail.
Collapse
|
6
|
Wong GYM, Diakos C, Hugh TJ, Molloy MP. Proteomic Profiling and Biomarker Discovery in Colorectal Liver Metastases. Int J Mol Sci 2022; 23:ijms23116091. [PMID: 35682769 PMCID: PMC9181741 DOI: 10.3390/ijms23116091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/27/2022] [Accepted: 05/27/2022] [Indexed: 12/14/2022] Open
Abstract
Colorectal liver metastases (CRLM) are the leading cause of death among patients with metastatic colorectal cancer (CRC). As part of multimodal therapy, liver resection is the mainstay of curative-intent treatment for select patients with CRLM. However, effective treatment of CRLM remains challenging as recurrence occurs in most patients after liver resection. Proposed clinicopathologic factors for predicting recurrence are inconsistent and lose prognostic significance over time. The rapid development of next-generation sequencing technologies and decreasing DNA sequencing costs have accelerated the genomic profiling of various cancers. The characterisation of genomic alterations in CRC has significantly improved our understanding of its carcinogenesis. However, the functional context at the protein level has not been established for most of this genomic information. Furthermore, genomic alterations do not always result in predicted changes in the corresponding proteins and cancer phenotype, while post-transcriptional and post-translational regulation may alter synthesised protein levels, affecting phenotypes. More recent advancements in mass spectrometry-based technology enable accurate protein quantitation and comprehensive proteomic profiling of cancers. Several studies have explored proteomic biomarkers for predicting CRLM after oncologic resection of primary CRC and recurrence after curative-intent resection of CRLM. The current review aims to rationalise the proteomic complexity of CRC and explore the potential applications of proteomic biomarkers in CRLM.
Collapse
Affiliation(s)
- Geoffrey Yuet Mun Wong
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Sydney, NSW 2065, Australia;
- Northern Clinical School, The University of Sydney, Sydney, NSW 2065, Australia;
- Correspondence:
| | - Connie Diakos
- Northern Clinical School, The University of Sydney, Sydney, NSW 2065, Australia;
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
| | - Thomas J. Hugh
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Sydney, NSW 2065, Australia;
- Northern Clinical School, The University of Sydney, Sydney, NSW 2065, Australia;
| | - Mark P. Molloy
- Bowel Cancer and Biomarker Research Laboratory, Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Sydney, NSW 2006, Australia;
| |
Collapse
|
7
|
Huang Z, Yang M. Molecular Network of Colorectal Cancer and Current Therapeutic Options. Front Oncol 2022; 12:852927. [PMID: 35463300 PMCID: PMC9018988 DOI: 10.3389/fonc.2022.852927] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/11/2022] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC), a leading cause of cancer-related mortalities globally, results from the accumulation of multiple genetic and epigenetic alterations in the normal colonic and rectum epithelium, leading to the progression from colorectal adenomas to invasive carcinomas. Almost half of CRC patients will develop metastases in the course of the disease and most patients with metastatic CRC are incurable. Particularly, the 5-year survival rate of patients with stage 4 CRC at diagnosis is less than 10%. Although genetic understanding of these CRC tumors and paired metastases has led to major advances in elucidating early driver genes responsible for carcinogenesis and metastasis, the pathophysiological contribution of transcriptional and epigenetic aberrations in this malignancy which influence many central signaling pathways have attracted attention recently. Therefore, treatments that could affect several different molecular pathways may have pivotal implications for their efficacy. In this review, we summarize our current knowledge on the molecular network of CRC, including cellular signaling pathways, CRC microenvironment modulation, epigenetic changes, and CRC biomarkers for diagnosis and predictive/prognostic use. We also provide an overview of opportunities for the treatment and prevention strategies in this field.
Collapse
Affiliation(s)
- Zhe Huang
- The Department of 11 General Surgery, Minimally Invasive Colorectal Hernia Unit, Shengjing Hospital of China Medical University, Shenyang, China
| | - Mingli Yang
- The Department of 3Oncology, Gastrointestinal Cancer Unit, Shengjing Hospital of China Medical University, Shenyang, China
- *Correspondence: Mingli Yang,
| |
Collapse
|
8
|
Carlsen L, Schorl C, Huntington K, Hernandez-Borrero L, Jhaveri A, Zhang S, Zhou L, El-Deiry WS. Pan-drug and drug-specific mechanisms of 5-FU, irinotecan (CPT-11), oxaliplatin, and cisplatin identified by comparison of transcriptomic and cytokine responses of colorectal cancer cells. Oncotarget 2021; 12:2006-2021. [PMID: 34611476 PMCID: PMC8487728 DOI: 10.18632/oncotarget.28075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 08/28/2021] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC) caused over 900,000 deaths worldwide in 2020. A majority of late-stage CRC patients are treated with 5-fluorouracil (5-FU) combined with either irinotecan (CPT-11), oxaliplatin, or both. Despite their widespread use, the mechanisms of efficacy and toxicity of these drugs remain incompletely understood. While previous work has investigated cellular responses to these agents individually, we directly compare the transcriptomic and cytokine profiles of HCT116 wild-type and p53-/- colorectal cancer cells treated with these drugs and report pan-drug, drug-specific, drug class-specific, p53-independent, and p53-dependent signatures. We observed downregulation of histone genes by 5-FU (that significantly correlates with improved survival in CRC patients) and upregulation of FOS and ATF3 by oxaliplatin (which may contribute to peripheral neuropathy). BTG2 was identified as a top gene upregulated by all four drugs, suggesting its critical role in the cellular response to chemotherapy in CRC. Soluble TRAILR2 (death receptor 5; DR5) is a decoy receptor for TRAIL, an apoptosis-inducing cytokine. TRAILR2 was down-regulated by oxaliplatin and 5-FU, was not affected by CPT-11, and was increased by cisplatin. There was an increase in IL-8 by oxaliplatin and increase in ferritin by cisplatin which may contribute to cancer cell survival. Novel drug-specific mechanisms of efficacy or toxicity identified in these signatures may be targeted with combination therapies or development of new targeted therapies. Together, the findings here contribute to our understanding of the molecular bases of efficacy and toxicity of chemotherapeutic agents often used for treatment of GI cancer such as CRC.
Collapse
Affiliation(s)
- Lindsey Carlsen
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Pathobiology Graduate Program, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Christoph Schorl
- The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Molecular Biology, Cell Biology and Biochemistry, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Genomics Core Facility, Brown University, Providence, RI 02903, USA.,Cancer Center at Brown University, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Kelsey Huntington
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Pathobiology Graduate Program, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Liz Hernandez-Borrero
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Pathobiology Graduate Program, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Aakash Jhaveri
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Shengliang Zhang
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Cancer Center at Brown University, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Lanlan Zhou
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Cancer Center at Brown University, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| | - Wafik S El-Deiry
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,The Joint Program in Cancer Biology, Brown University and the Lifespan Health System, Providence, RI 02903, USA.,Department of Pathology and Laboratory Medicine, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Pathobiology Graduate Program, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.,Hematology-Oncology Division, Department of Medicine, Rhode Island Hospital and Brown University, Providence, RI 02903, USA.,Cancer Center at Brown University, The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA
| |
Collapse
|
9
|
Beklen H, Yildirim E, Kori M, Turanli B, Arga KY. Systems-level biomarkers identification and drug repositioning in colorectal cancer. World J Gastrointest Oncol 2021. [DOI: 10.4251/wjgo.v13.i7.463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
|
10
|
Beklen H, Yildirim E, Kori M, Turanli B, Arga KY. Systems-level biomarkers identification and drug repositioning in colorectal cancer. World J Gastrointest Oncol 2021; 13:638-661. [PMID: 34322194 PMCID: PMC8299930 DOI: 10.4251/wjgo.v13.i7.638] [Citation(s) in RCA: 2] [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] [Received: 03/06/2021] [Revised: 04/20/2021] [Accepted: 05/25/2021] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is the most commonly diagnosed fatal cancer in both women and men worldwide. CRC ranked second in mortality and third in incidence in 2020. It is difficult to diagnose CRC at an early stage as there are no clinical symptoms. Despite advances in molecular biology, only a limited number of biomarkers have been translated into routine clinical practice to predict risk, prognosis and response to treatment. In the last decades, systems biology approaches at the omics level have gained importance. Over the years, several biomarkers for CRC have been discovered in terms of disease diagnosis and prognosis. On the other hand, a few drugs are being developed and used in clinics for the treatment of CRC. However, the development of new drugs is very costly and time-consuming as the research and development takes about 10 years and more than $1 billion. Therefore, drug repositioning (DR) could save time and money by establishing new indications for existing drugs. In this review, we aim to provide an overview of biomarkers for the diagnosis and prognosis of CRC from the systems biology perspective and insights into DR approaches for the prevention or treatment of CRC.
Collapse
Affiliation(s)
- Hande Beklen
- Department of Bioengineering, Marmara University, Istanbul 34722, Turkey
| | - Esra Yildirim
- Department of Bioengineering, Marmara University, Istanbul 34722, Turkey
| | - Medi Kori
- Department of Bioengineering, Marmara University, Istanbul 34722, Turkey
| | - Beste Turanli
- Department of Bioengineering, Marmara University, Istanbul 34722, Turkey
| | - Kazim Yalcin Arga
- Department of Bioengineering, Marmara University, Istanbul 34722, Turkey
| |
Collapse
|
11
|
Dai S, Ye Y, Kong X, Li J, Ding K. A predictive model for early recurrence of colorectal-cancer liver metastases based on clinical parameters. Gastroenterol Rep (Oxf) 2021; 9:241-251. [PMID: 34316374 PMCID: PMC8309687 DOI: 10.1093/gastro/goaa092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 10/20/2020] [Accepted: 11/13/2020] [Indexed: 12/24/2022] Open
Abstract
Background The prognosis for patients with colorectal-cancer liver metastases (CRLM) after curative surgery remains poor and shows great heterogeneity. Early recurrence, defined as tumor recurrence within 6 months of curative surgery, is associated with poor survival, requiring earlier detection and intervention. This study aimed to develop and validate a bedside model based on clinical parameters to predict early recurrence in CRLM patients and provide insight into post-operative surveillance strategies. Material and methods A total of 202 consecutive CRLM patients undergoing curative surgeries between 2012 and 2019 were retrospectively enrolled and randomly assigned to the training (n = 150) and validation (n = 52) sets. Baseline information and radiological, pathological, and laboratory findings were extracted from medical records. Predictive factors for early recurrence were identified via a multivariate logistic-regression model to develop a predictive nomogram, which was validated for discrimination, calibration, and clinical application. Results Liver-metastases number, lymph-node suspicion, neurovascular invasion, colon/rectum location, albumin and post-operative carcinoembryonic antigen, and carbohydrate antigen 19–9 levels (CA19–9) were independent predictive factors and were used to construct the nomogram for early recurrence after curative surgery. The area under the curve was 0.866 and 0.792 for internal and external validation, respectively. The model significantly outperformed the clinical risk score and Beppu’s model in our data set. In the lift curve, the nomogram boosted the detection rate in post-operative surveillance by two-fold in the top 30% high-risk patients. Conclusion Our model for early recurrence in CRLM patients after curative surgeries showed superior performance and could aid in the decision-making for selective follow-up strategies.
Collapse
Affiliation(s)
- Siqi Dai
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Yao Ye
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Xiangxing Kong
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Jun Li
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Kefeng Ding
- Department of Colorectal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China.,Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences, Zhejiang Province, China), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| |
Collapse
|
12
|
Gurzu S, Jung I. Subcellular Expression of Maspin in Colorectal Cancer: Friend or Foe. Cancers (Basel) 2021; 13:cancers13030366. [PMID: 33498377 PMCID: PMC7864036 DOI: 10.3390/cancers13030366] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/12/2021] [Accepted: 01/19/2021] [Indexed: 02/05/2023] Open
Abstract
In this review the authors aimed to emphasize the practical value of nuclear expression of the mammary serine protease inhibitor (maspin), also known as serpin B5 protein, in colorectal carcinoma (CRC), from pre-malignant disorders to carcinogenesis and metastasis. As the role of maspin is controversial and not yet understood, the present update highlights the latest data revealed by literature which were filtrated through the daily experience of the authors, which was gained at microscopic examination of maspin expression in CRCs and other tumors for daily diagnosis. Data regarding the subcellular localization of maspin, in correlation with the microsatellite status, grade of tumor dedifferentiation, and epithelial-mesenchymal transition (EMT) phenomenon of the tumor buds were presented with details. An original observation refers to the maspin capacity to mark the tumor cells which are "at the point of budding" that were previously considered as having "hybrid EMT phenotype". It refers to the transitional status of tumor cell that is between "epithelial status" and "mesenchymal status". The second original hypothesis highlights the possible role of maspin in dysregulating the intestinal microbiota, in patients with idiopathic inflammatory bowel diseases (IBD) and inducing IBD-related CRC. The dynamic process of budding and EMT of tumor buds, possible mediated by maspin, needs further investigation and validation in many human CRC samples. The histological and molecular data reveal that synthesis of maspin-based therapeutics might represent a novel individualized therapeutic strategy for patients with CRC.
Collapse
Affiliation(s)
- Simona Gurzu
- Correspondence: ; Tel.: +40-7-4567-3550; Fax: +40-2-6521-0407
| | | |
Collapse
|
13
|
Tanaka A, Wang JY, Shia J, Zhou Y, Ogawa M, Hendrickson RC, Klimstra DS, Roehrl MHA. Maspin as a Prognostic Marker for Early Stage Colorectal Cancer With Microsatellite Instability. Front Oncol 2020; 10:945. [PMID: 32587829 PMCID: PMC7297950 DOI: 10.3389/fonc.2020.00945] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 05/13/2020] [Indexed: 01/30/2023] Open
Abstract
Colorectal cancers are among the most common cancers and a leading cause of cancer death. In our pursuit to discover molecular markers for better characterization and precision theranostics of these cancers, we first conducted global deep proteome analyses and identified maspin (serpin B5, peptidase inhibitor 5) as an upregulated protein in tumor tissue. We then validated its expression in a large cohort of 743 patients with colorectal cancers of all stages and found that both cytoplasmic and nuclear expression varied widely between different patients. Comparison with clinicopathological features revealed that maspin expression levels correlate significantly only with mismatch repair (MMR) status but not with other features. To elucidate the prognostic significance of maspin, we analyzed two outcome-annotated cohorts, one of 572 early stage cancer patients and another of 93 late stage cancer patients. Kaplan–Meier survival, univariate, and multivariate analyses revealed that maspin overexpression predicts longer overall and disease-free survival for early stage microsatellite instability (MSI) subtype colorectal cancer, but there is no correlation with survival for patients with early stage cancer of the microsatellite stability (MSS) subtype or late stage cancer. Our study identifies maspin expression as an independent prognostic marker for risk stratification of early stage MSI subtype colorectal cancer and may provide guidance for improved therapeutic management.
Collapse
Affiliation(s)
- Atsushi Tanaka
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Department of Pathology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Yihua Zhou
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,ICU Department, Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Makiko Ogawa
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Ronald C Hendrickson
- Memorial Sloan Kettering Cancer Center, Sloan Kettering Institute, New York, NY, United States
| | - David S Klimstra
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Michael H A Roehrl
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| |
Collapse
|
14
|
Hof J, Visser L, Höppener DJ, Nierop PMH, Terpstra MM, Gouw ASH, Grünhagen DJ, Verhoef C, Sijmons RH, de Jong KP, Kok K. B Cells as Prognostic Biomarker After Surgery for Colorectal Liver Metastases. Front Oncol 2020; 10:249. [PMID: 32195184 PMCID: PMC7066250 DOI: 10.3389/fonc.2020.00249] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 02/13/2020] [Indexed: 12/12/2022] Open
Abstract
Background: The aim of this study was to identify more accurate variables to improve prognostication of individual patients with colorectal liver metastases (CRLM). Clinicopathological characteristics only partly explain the large range in survival rates. Methods: MessengerRNA expression profiles of resected CRLM of two patient groups were analysed by mRNA sequencing: poor survivors (death from recurrent disease <30 months after surgery) and good survivors (no recurrent disease >60 months after surgery). Tumour and adjacent liver parenchyma samples were analysed. Results: MessengerRNA expression profiling of the tumour samples identified 77 genes that were differentially expressed between the two survival groups at a False Discovery Rate (FDR) <0.1. In the adjacent liver parenchyma samples only one gene, MTRNR2L1, showed significantly higher expression in the good survivors. Pathway analysis showed higher expression of immune-related and stroma-related genes in tumour samples from good survivors. Expression data was then validated by immunohistochemistry in two cohorts comprising a total of 125 patients. Immunohistochemical markers that showed to be associated with good survival in the total cohort were: high K/L+ infiltration in tumour stroma [p = 0.029; OR 2.500 (95% CI 1.100-5.682)] and high CD79A+ infiltration in tumour stroma [p = 0.036; OR 2.428 (95%CI 1.062-5.552)]. Conclusions: A high stromal infiltration of CD79A+ B cells and K/L+ plasma cells might be favourable prognostic biomarkers after surgery for CRLM.
Collapse
Affiliation(s)
- Joost Hof
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Lydia Visser
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Diederik J Höppener
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Pieter M H Nierop
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Miente M Terpstra
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Annette S H Gouw
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Rolf H Sijmons
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Klaas Kok
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| |
Collapse
|
15
|
Alves Martins BA, de Bulhões GF, Cavalcanti IN, Martins MM, de Oliveira PG, Martins AMA. Biomarkers in Colorectal Cancer: The Role of Translational Proteomics Research. Front Oncol 2019; 9:1284. [PMID: 31828035 PMCID: PMC6890575 DOI: 10.3389/fonc.2019.01284] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Accepted: 11/05/2019] [Indexed: 12/11/2022] Open
Abstract
Colorectal cancer is one of the most common cancers in the world, and it is one of the leading causes of cancer-related death. Despite recent progress in the development of screening programs and in the management of patients with colorectal cancer, there are still many gaps to fill, ranging from the prevention and early diagnosis to the determination of prognosis factors and treatment of metastatic disease, to establish a personalized approach. The genetic profile approach has been increasingly used in the decision-making process, especially in the choice of targeted therapies and in the prediction of drug response, but there are still few validated biomarkers of colorectal cancer for clinical practice. The discovery of non-invasive, sensitive, and specific biomarkers is an urgent need, and translational proteomics play a key role in this process, as they enable better comprehension of colorectal carcinogenesis, identification of potential markers, and subsequent validation. This review provides an overview of recent advances in the search for colorectal cancer biomarkers through proteomics studies according to biomarker function and clinical application.
Collapse
Affiliation(s)
| | - Gabriel Fonseca de Bulhões
- UniCeub—Centro Universitário Do Distrito Federal, Translational Medicine Group, School of Medicine, Brasilia, Brazil
| | - Igor Norat Cavalcanti
- UniCeub—Centro Universitário Do Distrito Federal, Translational Medicine Group, School of Medicine, Brasilia, Brazil
| | | | | | - Aline Maria Araújo Martins
- Medical Sciences Postgraduate Program, School of Medicine, University of Brasilia, Brasília, Brazil
- UniCeub—Centro Universitário Do Distrito Federal, Translational Medicine Group, School of Medicine, Brasilia, Brazil
- Metabolomics and Bioanalysis Center, San Pablo CEU University, Madrid, Spain
| |
Collapse
|
16
|
Hof J, Kok K, Sijmons RH, de Jong KP. Systematic Review of the Prognostic Role of the Immune System After Surgery of Colorectal Liver Metastases. Front Oncol 2019; 9:148. [PMID: 30941301 PMCID: PMC6433783 DOI: 10.3389/fonc.2019.00148] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 02/21/2019] [Indexed: 12/11/2022] Open
Abstract
Background: The current prognostication of patient survival after surgery for colorectal liver metastases is based on clinical characteristics, but low accuracy makes it difficult to guide treatment for the individual patient. Rapidly evolving technologies have led to the expectation that biomarkers will be able to outperform the current clinical scoring systems and provide more effective personalised treatment. Two main topics prevail in cancer treatment, namely the role of the immune system and the prediction and prognostication by application of high-throughput methodology. The aim of this review is to examine the evidence for prognostic immunological and molecular markers studied in tumour tissue obtained at surgical resection for colorectal liver metastases. Methods: First we analysed immunophenotypical protein markers, that are mainly studied by immunohistochemistry. Second, we review molecular markers by analysing high-throughput studies on tumour mRNA and microRNA expression. Results: CD3, CD4, and CD8 are the most frequently studied protein markers. High intra-tumoural CD3+ T cell infiltration and low CXCR4 expression have the best association with favourable patient survival. Studies that analysed microRNA or mRNA expression data showed very little overlap in prognostic genes. Conclusions: Patient prognostication after surgery for colorectal liver metastases by analysing the immune system remains difficult. Current data are based on diverse and heterogeneous patient populations which prohibits drawing firm conclusions.
Collapse
Affiliation(s)
- Joost Hof
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Klaas Kok
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Rolf H Sijmons
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| |
Collapse
|
17
|
Zaimenko I, Jaeger C, Brenner H, Chang-Claude J, Hoffmeister M, Grötzinger C, Detjen K, Burock S, Schmitt CA, Stein U, Lisec J. Non-invasive metastasis prognosis from plasma metabolites in stage II colorectal cancer patients: The DACHS study. Int J Cancer 2019; 145:221-231. [PMID: 30560999 DOI: 10.1002/ijc.32076] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 12/03/2018] [Indexed: 12/16/2022]
Abstract
Metastasis is the main cause of death from colorectal cancer (CRC). About 20% of stage II CRC patients develop metastasis during the course of disease. We performed metabolic profiling of plasma samples from non-metastasized and metachronously metastasized stage II CRC patients to assess the potential of plasma metabolites to serve as biomarkers for stratification of stage II CRC patients according to metastasis risk. We compared the metabolic profiles of plasma samples prospectively obtained prior to metastasis formation from non-metastasized vs. metachronously metastasized stage II CRC patients of the German population-based case-control multicenter DACHS study retrospectively. Plasma samples were analyzed from stage II CRC patients for whom follow-up data including the information on metachronous metastasis were available. To identify metabolites distinguishing non-metastasized from metachronously metastasized stage II CRC patients robust supervised classifications using decision trees and support vector machines were performed and verified by 10-fold cross-validation, by nested cross-validation and by traditional validation using training and test sets. We found that metabolic profiles distinguish non-metastasized from metachronously metastasized stage II CRC patients. Classification models from decision trees and support vector machines with 10-fold cross-validation gave average accuracy of 0.75 (sensitivity 0.79, specificity 0.7) and 0.82 (sensitivity 0.85, specificity 0.77), respectively, correctly predicting metachronous metastasis in stage II CRC patients. Taken together, plasma metabolic profiles distinguished non-metastasized and metachronously metastasized stage II CRC patients. The classification models consisting of few metabolites stratify non-invasively stage II CRC patients according to their risk for metachronous metastasis.
Collapse
Affiliation(s)
- Inna Zaimenko
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, and Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Carsten Jaeger
- Berlin Institute of Health, Berlin, Germany.,Medical Department, Division of Hematology, Oncology, and Tumor Immunology, Charité - Universitätsmedizin Berlin, Molekulares Krebsforschungszentrum (MKFZ), Berlin, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Carsten Grötzinger
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Katharina Detjen
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Susen Burock
- Charité Comprehensive Cancer Center, Berlin, Germany
| | - Clemens A Schmitt
- Medical Department, Division of Hematology, Oncology, and Tumor Immunology, Charité - Universitätsmedizin Berlin, Molekulares Krebsforschungszentrum (MKFZ), Berlin, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrike Stein
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, and Max-Delbrück-Center for Molecular Medicine, Berlin, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan Lisec
- Medical Department, Division of Hematology, Oncology, and Tumor Immunology, Charité - Universitätsmedizin Berlin, Molekulares Krebsforschungszentrum (MKFZ), Berlin, Germany.,Division of Analytical Chemistry, Federal Institute for Materials Research and Testing (BAM), Berlin, Germany
| |
Collapse
|
18
|
Shinozaki E, Tanabe K, Akiyoshi T, Tsuchida T, Miyazaki Y, Kojima N, Igarashi M, Ueno M, Suenaga M, Mizunuma N, Yamaguchi K, Nakayama K, Iijima S, Yamaguchi T. Serum leucine-rich alpha-2-glycoprotein-1 with fucosylated triantennary N-glycan: a novel colorectal cancer marker. BMC Cancer 2018; 18:406. [PMID: 29642865 PMCID: PMC5896117 DOI: 10.1186/s12885-018-4252-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 03/20/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Carcinoembryonic antigen (CEA) and carbohydrate antigen (CA)19-9 are used in clinical practice as tumor markers to diagnose or monitor colorectal cancer (CRC) patients, However, their specificities and sensitivities are not ideal, and novel alternatives are needed. In this study, mass spectrometry was used to search for screening markers, focusing on glycan alterations of glycoproteins in the sera of CRC patients. METHODS Glycopeptides were prepared from serum glycoproteins separated from blood samples of 80 CRC patients and 50 healthy volunteers, and their levels were measured by liquid chromatography time-of flight mass spectrometry (LC-TOF-MS). RESULTS Leucine-rich alpha-2-glycoprotein-1 with fucosylated triantennary N-glycan (LRG-FTG) was identified as CRC marker after evaluating 30,000 candidate glycopeptide peaks. The average LRG-FTG level in CRC patients (1.25 ± 0.973 U/mL) was much higher than that in healthy volunteers (0.496 ± 0.433 U/mL, P < 10- 10), and its sensitivity and specificity exceeded those of CA19-9. The combination of CEA and LRG-FTG showed a complementary effect and had better sensitivity (84%), specificity (90%), and AUC (0.91 by ROC analysis) than each marker alone or any other previously reported marker. LRG-FTG alone or combined with CEA also corresponded well with patient response to treatment. CONCLUSIONS We identified LRG-FTG as a new CRC marker, with a sensitivity and specificity exceeding CA19-9. The combination of LRG-FTG and CEA showed much higher sensitivity and specificity than each marker alone. Further validation beyond this initial exploratory cohort is warranted.
Collapse
Affiliation(s)
- Eiji Shinozaki
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kazuhiro Tanabe
- Medical Solution Promotion Department, Medical Solution Segment, LSI Medience Corporation, 3-30-1 Shimura, Itabashi-ku, Tokyo, Japan.
| | - Takashi Akiyoshi
- Department of Gastrointestinal Surgery, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiro Tsuchida
- Department of Gastroenterology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yuko Miyazaki
- Biotechnology Laboratory Mitsubishi Chemical Group Science and Technology Research Center, Inc, Tokyo, Japan
| | - Nozomi Kojima
- Biotechnology Laboratory Mitsubishi Chemical Group Science and Technology Research Center, Inc, Tokyo, Japan
| | - Masahiro Igarashi
- Department of Gastroenterology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Masashi Ueno
- Department of Gastrointestinal Surgery, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Mitsukuni Suenaga
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Nobuyuki Mizunuma
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kensei Yamaguchi
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Konosuke Nakayama
- Department of Internal Medicine, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Sadayo Iijima
- International Sales Department, LSI Medience Corporation, Tokyo, Japan
| | - Toshiharu Yamaguchi
- Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| |
Collapse
|
19
|
Chang IW, Liu KW, Ragunanan M, He HL, Shiue YL, Yu SC. SERPINB5 Expression: Association with CCRT Response and Prognostic Value in Rectal Cancer. Int J Med Sci 2018; 15:376-384. [PMID: 29511373 PMCID: PMC5835708 DOI: 10.7150/ijms.22823] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 01/05/2018] [Indexed: 12/13/2022] Open
Abstract
Background: Due to the varying characteristics and conflicting outcomes on the overall survival of rectal cancer patients, many studies have been undertaken to determine various prognostic and predictive factors for the mainstay treatment of CCRT followed by surgery. Cancer cell motility contributes to tumor invasion, migration and eventually metastasis. However, the genes associated with cell motility (i.e., GO:0048870) have not been systemically evaluated in rectal cancers. Methods: A comparative analysis of gene expression profiles was applied to the transcriptomic dataset (GSE35452) with a focus on genes associated with cell motility (GO:0048870), where SERPINB5 was recognized as the most significantly up-regulated gene. Tumor samples from 172 primary rectal cancer patients who underwent neoadjuvant CCRT followed by surgical resection were collected. Immunohistochemistry was used to semi-quantitatively assess the expression level of SERPINB5 protein. Statistical analyses of SERPINB5 expression and various clinicopathological features as well as survival were then performed. Results: High immunoreactivity of SERPINB5 was significantly linked to pre- and post-CCRT advanced disease, lymphovascular invasion, and poor response to CCRT (all P ≤ 0.015). SERPINB5 overexpression was not only negatively associated with disease-specific survival (DSS), local recurrence-free survival (LRFS) and metastasis-free survival (MeFS) rates in univariate analyses but also was an independent prognostic factor for DSS and MeFS in rectal cancer patients (all P ≤ 0.043). Conclusion: SERPINB5 may play an important role in rectal cancer progression and response to neoadjuvant CCRT and serve as a novel prognostic factor.
Collapse
Affiliation(s)
- I-Wei Chang
- Department of Pathology, E-DA Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Pathology, Taipei Medical University Hospital, Taipei, Taiwan.,Department of Pathology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Kai-Wen Liu
- Department of Pathology, E-DA Hospital, I-Shou University, Kaohsiung, Taiwan
| | | | - Hong-Lin He
- Department of Pathology, Chi-Mei Medical Center, Tainan, Taiwan
| | - Yow-Ling Shiue
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Shou-Chun Yu
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung, Taiwan.,Department of Medical Research, Chi-Mei Medical Center, Chiali Branch, Tainan, Taiwan
| |
Collapse
|
20
|
Yang Q, Roehrl MH, Wang JY. Proteomic profiling of antibody-inducing immunogens in tumor tissue identifies PSMA1, LAP3, ANXA3, and maspin as colon cancer markers. Oncotarget 2017; 9:3996-4019. [PMID: 29423100 PMCID: PMC5790517 DOI: 10.18632/oncotarget.23583] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 06/27/2017] [Indexed: 12/13/2022] Open
Abstract
We hypothesized that cancer tissue immunogens - antigens capable of inducing specific antibody production in patients - are promising targets for development of precision diagnostics and humoral immunotherapies. We developed an innovative immuno-proteomic strategy and identified new immunogenic markers of colon cancer. Proteins from cancers and matched normal tissues were separated by 2D gel electrophoresis and blotted with serum antibodies from the same patients. Antibody-reactive proteins were sequenced by mass spectrometry and validated by Western blotting and immunohistochemistry. 170 serum antibody-reactive proteins were identified only in cancerous but not matched normal. Among these, proteasome subunit alpha type 1 (PSA1), leucine aminopeptidase 3 (LAP3), annexin A3 (ANXA3), and maspin (serpin B5) were reproducibly found in tissues from three patients. Differential expression patterns were confirmed in samples from eight patients with various stages of colon adenocarcinoma and liver metastases. These tumor-resident proteins and/or their associated serum antibodies may be promising markers for colon cancer screening and early diagnosis. Furthermore, tumor tissue-specific antibodies could potentially be exploited as immunotherapeutic targets against cancer. More generally, proteomic profiling of antibody-inducing cancer-associated immunogens represents a powerful generic method for uncovering the tumor antigen-ome, i.e., the totality of immunogenic tumor-associated proteins.
Collapse
Affiliation(s)
- Qian Yang
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada.,Ontario Cancer Institute, University Health Network, Toronto, Canada
| | - Michael H Roehrl
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada.,Ontario Cancer Institute, University Health Network, Toronto, Canada.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julia Y Wang
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada.,Ontario Cancer Institute, University Health Network, Toronto, Canada.,Curandis, Boston, MA, USA
| |
Collapse
|
21
|
Banias L, Gurzu S, Kovacs Z, Bara T, Bara T, Jung I. Nuclear maspin expression: A biomarker for budding assessment in colorectal cancer specimens. Pathol Res Pract 2017; 213:1227-1230. [PMID: 28780084 DOI: 10.1016/j.prp.2017.07.025] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Revised: 06/30/2017] [Accepted: 07/19/2017] [Indexed: 02/07/2023]
Abstract
AIM To evaluate the maspin expression in colorectal carcinomas (CRC) and its possible role in quantification of the tumor budding. METHODS The tumor budding was prospectively quantified in 49 consecutive cases of patients that underwent surgical resection for CRC. The cases were divided in two groups: group A (n=23) - low budding (<5 tumor buds per high microscopic field) and group B (n=26) - high budding CRCs (≥5 buds). Maspin expression was evaluated in the tumor core and the buds from the hot spot area in 44 of the microsatellite stable adenocarcinomas. Its expression was quantified as negative, cytoplasmic only, nuclear only or mixed expression (cytoplasm and nucleus). RESULTS Compared with group A, a higher pT (p <0.0001) and pN stage (p=0.0001) and infiltrating aspect at macroscopic evaluation (p=0.0081) was identified in group B. No correlation between the maspin expression in the tumore core and the budding grade was noted (p=0.14). Compared with the tumor core, the cytoplasm to nuclear translocation of maspin was more frequently observed in cases from group B than A (n=0.0063). CONCLUSION For the colorectal carcinomas, the infiltrative aspect at macroscopic evaluation and nuclear maspin in the buds might be used as indicators of risk for lymph node metastases. Maspin nuclear expression in the buds may be helpful for a proper budding assessment and may serve as a negative prognostic factor.
Collapse
Affiliation(s)
- Laura Banias
- Department of Pathology, Clinical County Emergency Hospital, Tirgu Mures, Romania
| | - Simona Gurzu
- Department of Pathology, Clinical County Emergency Hospital, Tirgu Mures, Romania; Department of Pathology, University of Medicine and Pharmacy, Tirgu Mures, Romania; Department of Pathology, CCAMF-Research Center, Tirgu Mures, Romania.
| | - Zsolt Kovacs
- Department of Pathology, University of Medicine and Pharmacy, Tirgu Mures, Romania; Department of Biochemistry, University of Medicine and Pharmacy, Tirgu Mures, Romania
| | - Tivadar Bara
- Department of Surgery, University of Medicine and Pharmacy, Tirgu Mures, Romania
| | - Tivadar Bara
- Department of Surgery, University of Medicine and Pharmacy, Tirgu Mures, Romania
| | - Ioan Jung
- Department of Pathology, University of Medicine and Pharmacy, Tirgu Mures, Romania
| |
Collapse
|
22
|
Zheng HC, Gong BC. The roles of maspin expression in gastric cancer: a meta- and bioinformatics analysis. Oncotarget 2017; 8:66476-66490. [PMID: 29029529 PMCID: PMC5630429 DOI: 10.18632/oncotarget.20192] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 08/02/2017] [Indexed: 12/12/2022] Open
Abstract
Maspin is a mammary serine protease inhibitor that is encoded by human SERPINB5 gene, and inhibits invasion and metastasis of cancer cells as a tumor suppressor. We performed a systematic meta- and bioinformatics analysis through multiple online databases up to Feb 10, 2017. We found down-regulated maspin expression in gastric cancer, compared with normal mucosa and dysplasia (p < 0.05). Maspin expression was negatively correlated with depth of invasion, TNM staging and dedifferentiation of gastric cancer (p < 0.05). Nuclear maspin expression was higher in intestinal- than diffuse-type carcinoma (p < 0.05). An inverse association between maspin expression and unfavorable overall survival was found in patients with gastric cancer (p < 0.005). According to bioinformatics databases, SERPINB5 mRNA expression was higher in gastric cancer than normal tissues (p < 0.05), and negatively correlated with depth of invasion, TNM staging and dedifferentiation of gastric cancer (p < 0.05). According to KM plotter, we found that a higher SERPINB5 expression was positively correlated with overall and progression-free survival rates of all cancer patients, even stratified by aggressive parameters (p < 0.05). These findings indicated that maspin expression might be employed as a potential marker to indicate gastric carcinogenesis, subsequent progression, and even prognosis.
Collapse
Affiliation(s)
- Hua-Chuan Zheng
- Department of Experimental Oncology and Animal Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Bao-Cheng Gong
- Department of Experimental Oncology and Animal Center, Shengjing Hospital of China Medical University, Shenyang 110004, China
| |
Collapse
|
23
|
Li H, Zhong A, Li S, Meng X, Wang X, Xu F, Lai M. The integrated pathway of TGFβ/Snail with TNFα/NFκB may facilitate the tumor-stroma interaction in the EMT process and colorectal cancer prognosis. Sci Rep 2017; 7:4915. [PMID: 28687755 PMCID: PMC5501852 DOI: 10.1038/s41598-017-05280-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 05/26/2017] [Indexed: 12/14/2022] Open
Abstract
Substantial evidence has shown that epithelial-mesenchymal transition (EMT) plays critical roles in colorectal cancer (CRC) development and prognosis. To uncover the pivotal regulators that function in the cooperative interactions between cancer cells and their microenvironment and consequently affect the EMT process, we carried out a systematic analysis and evaluated prognosis in CRC specimens. Tumor buds and their surrounding stroma were captured using laser microdissection. We used gene expression profiling, bioinformatics analysis and regulatory network construction for molecular selection. The clinical significance of potential biomarkers was investigated. We identified potential EMT biomarkers, including BGN, MMP1, LGALS1, SERPINB5, and TM4SF4, all of which participated in the integrated pathway of TGFβ/Snail with TNFα/NFκB. We also found that BGN, MMP1, LGALS1, SERPINB5 and TM4SF4 were related to CRC patient prognosis. Patients with higher expression of these individual potential biomarkers had poorer prognosis. Among the identified biomarkers, BGN and TM4SF4 are reported, for the first time, to probably be involved in the EMT process and to predict CRC prognosis. Our results strongly suggest that the integrated pathway of TGFβ/Snail with TNFα/NFκB may be the principal axis that links cancer cells to their microenvironment during the EMT process and results in poor prognosis in CRC patients.
Collapse
Affiliation(s)
- Hui Li
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, 310058, China
| | - Anjing Zhong
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, 310058, China
| | - Si Li
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, 310058, China
| | - Xianwen Meng
- Department of Bioinformatics, State Key Laboratory of Plant Physiology and Biochemistry, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Xue Wang
- China Pharmaceutical University, Nanjing, 320100, China
| | - Fangying Xu
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, 310058, China
| | - Maode Lai
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou, 310058, China. .,Key Laboratory of Disease Proteomics of Zhejiang Province, Hangzhou, 310058, China.
| |
Collapse
|
24
|
Alnabulsi A, Murray GI. Integrative analysis of the colorectal cancer proteome: potential clinical impact. Expert Rev Proteomics 2016; 13:917-927. [PMID: 27598033 DOI: 10.1080/14789450.2016.1233062] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Colorectal cancer (CRC) is one of the common types of cancer that affects a significant proportion of the population and is a major contributor to cancer related mortality. The relatively poor survival rate of CRC could be improved through the identification of clinically useful biomarkers. Areas covered: This review highlights the need for biomarkers and discusses recent proteomics discoveries in the aspects of CRC clinical practice including diagnosis, prognosis, therapy, screening and molecular pathological epidemiology (MPE). Studies have been evaluated in relation to biomarker target, methodology, sample selection, limitations, and potential impact. Finally, the progress in proteomic approaches is briefly discussed and the main difficulties facing the translation of proteomics biomarkers into the clinical practice are highlighted. Expert commentary: The establishment of specific guidelines, best practice recommendations and the improvement in proteomic strategies will significantly improve the prospects for developing clinically useful biomarkers.
Collapse
Affiliation(s)
- Abdo Alnabulsi
- a Pathology, School of Medicine, Medical Sciences and Nutrition , University of Aberdeen , Aberdeen , UK.,b Zoology Building , Vertebrate Antibodies , Aberdeen , UK
| | - Graeme I Murray
- a Pathology, School of Medicine, Medical Sciences and Nutrition , University of Aberdeen , Aberdeen , UK
| |
Collapse
|
25
|
Yi JH, Liu J, Wang KH. CpG island methylator phenotype in colorectal cancer. Shijie Huaren Xiaohua Zazhi 2016; 24:558-565. [DOI: 10.11569/wcjd.v24.i4.558] [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 cancer (CRC) is one of the most common malignancies worldwide and is caused by accumulation of genetic and epigenetic changes. With the discovery of CpG island methylator phenotype (CIMP), more and more studies have focused on epigenetic modifications in CRC. CIMP is found in a subset of CRC with an exceptionally high frequency of methylated genes. Current research shows that CIMP has several molecular characteristics and is significantly associated with multiple clinicopathological features, but the mechanim of CIMP is still unclear. The prognosis and treatment response in CRC with CIMP are largely different form those of other CRCs, however, the absence of widely accepted CIMP biomarkers has prevented the clinical applications of CIMP to guide the personalized therapy of CRC.
Collapse
|
26
|
Zhou J, Hualong Q, Zhou P, Guo F. Different maspin functions in the lung adenocarcinoma A549 and SPC-A1 cell lines. Int J Mol Med 2015; 36:1440-8. [PMID: 26329803 DOI: 10.3892/ijmm.2015.2336] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 08/24/2015] [Indexed: 11/06/2022] Open
Abstract
Mammary serine protease inhibitor (maspin) is a tumor suppressor gene that is silenced in the majority of cancer cells during metastatic progression by transcriptional and epigenetic mechanisms. The function of maspin in non‑small cell lung cancer cells (NSCLC) has not been clearly defined. In the present study, the expression of maspin in NSCLC cell lines, in particular, the adenocarcinoma cell lines, was heterogeneous. While the expression levels of maspin in PC‑9 and H460 cell lines were intact, the expression of maspin in the A549 and SPC‑A1 cells was hardly detected. Ectopic expression of maspin in A549 cells carrying the K‑ras gene point mutation significantly inhibited cell migration and invasion abilities, which was associated with downregulated expression of matrix metalloproteinase‑2 and integrin β1. Ectopic expression of maspin in SPC‑A1 cells harboring the wild‑type K‑ras gene predominantly affected cell growth via targeting the AKT signaling molecules. Maspin functions differently in lung adenocarcinoma cells, possibly due to the varied molecular characteristics.
Collapse
Affiliation(s)
- Jun Zhou
- Central Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Qin Hualong
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Peng Zhou
- Central Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Feng Guo
- Central Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| |
Collapse
|
27
|
Toll A, Margalef P, Masferrer E, Ferrándiz-Pulido C, Gimeno J, Pujol RM, Bigas A, Espinosa L. Active nuclear IKK correlates with metastatic risk in cutaneous squamous cell carcinoma. Arch Dermatol Res 2015; 307:721-9. [PMID: 26094020 DOI: 10.1007/s00403-015-1579-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Revised: 05/07/2015] [Accepted: 05/17/2015] [Indexed: 12/22/2022]
Abstract
About 5% of all cutaneous squamous cell carcinomas (cSCCs) metastasize, which is the principal cause of death by this type of cancer. However, to date there are no reliable biomarkers that categorize those SCC patients that will progress to metastasis. Nuclear active IKKα diminishes Maspin levels in prostate cancer facilitating its metastatic potential. In this paper, we describe the immunohistochemical analysis of active IKK and Maspin in 56 metastasizing and 51 non-metastasizing primary cSCC to measure their association with cancer behaviour. We also determined the effect of inhibiting IKK activity in SCC cell growth and migration in vitro. We found that high levels of nuclear active IKK in the primary tumour are predictive of cSCC metastatic capacity, in particular when combined with poor tumour differentiation and a history of tumour recurrence. Active IKK inversely correlated with Maspin levels in cSCC tumours, and samples negative for Maspin are exclusively found in the metastatic group. Mechanistically, IKK activity regulates cellular motility and SCC cell survival. Our results indicate that nuclear active IKK is a robust biomarker to predict cSCC outcome, and suggest the possibility of targeting IKK activity as a future therapy for treating metastatic cSCC.
Collapse
Affiliation(s)
- Agusti Toll
- Department of Dermatology, Hospital del Mar, Parc de Salut Mar, Barcelona, Spain.
| | - Pol Margalef
- Stem Cells and Cancer Research Laboratory, Institut Hospital del Mar Investigacions Mèdiques (IMIM), Barcelona, Spain
- Francis Crick Institute, Clare Hall Laboratory, Blanche Lane, South Mimms, EN6 3LD, Hertfordshire, UK
| | - Emili Masferrer
- Department of Dermatology, Hospital del Mar, Parc de Salut Mar, Barcelona, Spain
| | | | - Javier Gimeno
- Pathology Department, Parc de Salut Mar. Hospital del Mar, Barcelona, Spain
| | - Ramon Maria Pujol
- Department of Dermatology, Hospital del Mar, Parc de Salut Mar, Barcelona, Spain
| | - Anna Bigas
- Stem Cells and Cancer Research Laboratory, Institut Hospital del Mar Investigacions Mèdiques (IMIM), Barcelona, Spain
| | - Lluis Espinosa
- Stem Cells and Cancer Research Laboratory, Institut Hospital del Mar Investigacions Mèdiques (IMIM), Barcelona, Spain
| |
Collapse
|
28
|
Zhu H, Yun F, Shi X, Wang D. Inhibition of IGFBP-2 improves the sensitivity of bladder cancer cells to cisplatin via upregulating the expression of maspin. Int J Mol Med 2015; 36:595-601. [PMID: 26080829 DOI: 10.3892/ijmm.2015.2250] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 06/09/2015] [Indexed: 12/14/2022] Open
Abstract
The present study aimed to reveal the association between insulin-like growth factor binding protein-2 (IGFBP-2) and the sensitivity of bladder cancer cells to cisplatin, and determine the underlying mechanism involving maspin. A total of 32 bladder cancer tissue samples were collected for analysis. Cells of the BIU87 human bladder cancer cell line were cultured and a cisplatin-resistant subline (BIU87-CisR) was established by continuous exposure of the cells to cisplatin. Targeted inhibition of IGFBP-2 in the BIU87-CisR cells was performed using small interfering RNA technology. The expression levels of IGFBP-2 and maspin in the tissue samples and cells were analyzed using reverse transcription-quantitative polymerase chain reaction and western blot analyses. Cell viability following treatment in each group was evaluated using a Cell Counting Kit-8 assay subsequent to treatment with 3 μM cisplatin. The cell cycle and apoptotic rate of the BIU87-CisR cells were analyzed using flow cytometry. Finally, maspin-overexpressing BIU87-CisR cells were used to confirm the effect of maspin on the sensitivity of the cells to cisplatin. The expression levels of IGFBP-2 in chemoresistant patients and BIU87-CisR cells were significantly increased, compared with those in the chemosensitive patients and BIU87 cells, respectively. However, the expression levels of maspin were lower in the cisplatin-resistant tissue and cells, and was enhanced by IGFBP-2 inhibition. Cisplatin (3 μM) caused marked proliferation inhibition, cell cycle arrest and apoptosis of the BIU87-CisR cells, the effect of which was enhanced by IGFBP-2 silencing. Overexpression of maspin also improved the sensitivity of the BIU87-CisR cells to cisplatin. In conclusion, inhibition of IGFBP-2 improved the sensitivity of bladder cancer cells to cisplatin by elevating the expression of maspin.
Collapse
Affiliation(s)
- Haipeng Zhu
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Feng Yun
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Xiaoxue Shi
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Dong Wang
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| |
Collapse
|
29
|
Zhu H, Yun F, Shi X, Wang D. VEGF-C inhibition reverses resistance of bladder cancer cells to cisplatin via upregulating maspin. Mol Med Rep 2015; 12:3163-9. [PMID: 25936422 DOI: 10.3892/mmr.2015.3684] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Accepted: 03/24/2015] [Indexed: 12/14/2022] Open
Abstract
The aim of the current study was to elucidate the association between vascular endothelial growth factor C (VEGF-C) and resistance of bladder cancer cells to cisplatin and the underlying mechanism involving maspin. A total of 32 bladder cancer tissue samples from patients (18 males and 14 females with an average age of 65.9 years) were collected from the Fifth Affiliated Hospital of Zhengzhou University (Zhengzhou, China). All patients had undergone cisplatin-based combination chemotherapy. In addition, the BIU87 human bladder cancer cell line was cultured and a cisplatin-resistant subline (BIU87-CisR) was established by continuous exposure to cisplatin. The mRNA expression levels of VEGF-C and maspin in tissue samples, BIU87 cells and BIU87-CisR cells were analyzed by reverse transcription-quantitative polymerase chain reaction (RT-qPCR). Targeted inhibition of VEGF-C in BIU87-CisR cells was performed using small interfering (si)RNA technology and the alteration in levels of maspin was confirmed by RT-qPCR and western blot analysis. siRNA-treated and -untreated BIU87-CisR cells were divided into the following four groups: Control group (no drug treatment), 3 μM cisplatin treated group, 3 μM cisplatin + siRNA treated group and the siRNA treated group. Cell viability following treatment in each group was evaluated by the cell counting kit 8 assay. The cell cycle and apoptotic rate of BIU87-CisR cells was analyzed by propidium iodide (PI) staining and Annexin V-PI double staining with flow cytometry. Furthermore, pcDNA-maspin transfected BIU78-CisR cells were used to establish the effect of maspin on the sensitivity to cisplatin. VEGF-C expression in chemoresistant patients and BIU87-CisR cells was significantly increased compared with chemosensitive patients and normal BIU87 cells, respectively. By contrast, maspin levels were lower in chemoresistant patients and BIU87-CisR cells. Subsequent to VEGF-C inhibition, maspin expression was markedly increased. Cisplatin (3 μM) resulted in moderate proliferation inhibition of BIU87-CisR cells without siRNA pretreatment; however, significant inhibition was observed in the VEGF-C siRNA treated group. In addition, the cell cycle arrest and apoptosis induced by cisplatin was enhanced by VEGF-C inhibition. Overexpression of maspin was able to improve the sensitivity of BIU87-CisR cells to cisplatin. In conclusion, the resistance of bladder cancer cells to cisplatin may be induced by upregulation of VEGF-C, and inhibition of VEGF-C reverses resistance by elevating maspin expression levels.
Collapse
Affiliation(s)
- Haipeng Zhu
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Feng Yun
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Xiaoxue Shi
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| | - Dong Wang
- Department of Urinary Surgery, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, P.R. China
| |
Collapse
|
30
|
Hestetun KE, Brydøy M, Myklebust MP, Dahl O. Nuclear maspin expression as a predictive marker for fluorouracil treatment response in colon cancer. Acta Oncol 2015; 54:470-9. [PMID: 25227897 DOI: 10.3109/0284186x.2014.952386] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Maspin is a member of the serpin family of protease inhibitors whose function in colorectal cancer is not fully understood. The objective of this study was to determine whether level of maspin expression could have prognostic or predictive value in colorectal cancer. MATERIAL AND METHODS Maspin expression was assessed using immunohistochemistry on tissue microarrays obtained from 380 patients with stage II and III colorectal cancer randomized to adjuvant chemotherapy with fluorouracil and levamisole (5-FU/Lev) or to surgery only (control), with scores (0-300) based on presence (0-100) and intensity (0-3) of maspin expression. Associations with disease-free survival (DFS), cancer-specific survival (CSS) and prognostic factors were determined. RESULTS Maspin expression was predominantly nuclear and present in tumor tissue in 99% of the cases. No associations with clinicopathological factors were identified. In colon cancer patients receiving adjuvant chemotherapy, maspin expression level was significantly associated with CSS [HR 1.43 per 50 points increase in maspin score (p = 0.021)] in multivariate analyses, and a significant interaction between treatment status and maspin expression (p = 0.045) was found. Kaplan-Meier plots from colon cancer patients showed a significant treatment benefit in patients with low maspin expression, but not for individuals with medium/high expression. Level of maspin expression was not significantly related to clinical outcome in rectal cancer or in any of the control groups. CONCLUSIONS In patients with colon cancer a low nuclear maspin expression was an independent predictor of benefit from adjuvant chemotherapy with 5-FU/Lev. A prognostic value of maspin expression was not found in this material.
Collapse
|
31
|
Hammond DE, Mageean CJ, Rusilowicz EV, Wickenden JA, Clague MJ, Prior IA. Differential reprogramming of isogenic colorectal cancer cells by distinct activating KRAS mutations. J Proteome Res 2015; 14:1535-46. [PMID: 25599653 PMCID: PMC4356034 DOI: 10.1021/pr501191a] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
![]()
Oncogenic
mutations of Ras at codons 12, 13, or 61, that render
the protein constitutively active, are found in ∼16% of all
cancer cases. Among the three major Ras isoforms, KRAS is the most
frequently mutated isoform in cancer. Each Ras isoform and tumor type
displays a distinct pattern of codon-specific mutations. In colon
cancer, KRAS is typically mutated at codon 12, but a significant fraction
of patients have mutations at codon 13. Clinical data suggest different
outcomes and responsiveness to treatment between these two groups.
To investigate the differential effects upon cell status associated
with KRAS mutations we performed a quantitative analysis of the proteome
and phosphoproteome of isogenic SW48 colon cancer cell lines in which
one allele of the endogenous gene has been edited to harbor specific
KRAS mutations (G12V, G12D, or G13D). Each mutation generates a distinct
signature, with the most variability seen between G13D and the codon
12 KRAS mutants. One notable example of specific up-regulation in
KRAS codon 12 mutant SW48 cells is provided by the short form of the
colon cancer stem cell marker doublecortin-like Kinase 1 (DCLK1) that
can be reversed by suppression of KRAS.
Collapse
Affiliation(s)
- Dean E Hammond
- Division of Cellular and Molecular Physiology, Institute of Translational Medicine, University of Liverpool , Crown Street, Liverpool L69 3BX, United Kingdom
| | | | | | | | | | | |
Collapse
|
32
|
Kim JH, Cho NY, Bae JM, Kim KJ, Rhee YY, Lee HS, Kang GH. Nuclear maspin expression correlates with the CpG island methylator phenotype and tumor aggressiveness in colorectal cancer. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2015; 8:1920-1928. [PMID: 25973084 PMCID: PMC4396253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/23/2014] [Accepted: 01/28/2015] [Indexed: 06/04/2023]
Abstract
It has been suggested that nuclear expression of maspin (mammary serine protease inhibitor; also known as SERPINB5) in colorectal cancer (CRC) is associated with proximal colonic tumor location, mucinous and poorly differentiated histology, microsatellite instability-high (MSI-H), and poor prognosis. Based on these findings, there may be a potential association between nuclear maspin expression and the CpG island methylator phenotype (CIMP) in CRC, but no study has elucidated this issue. Here, we evaluated maspin protein expression status by immunohistochemistry in 216 MSI-H CRCs. CIMP status was also determined by methylation-specific quantitative PCR method (MethyLight) using eight CIMP markers (MLH1, NEUROG1, CRABP1, CACNA1G, CDKN2A (p16), IGF2, SOCS1, and RUNX3) in 216 MSI-H CRCs. Associations between maspin expression status and various pathological, molecular, and survival data were statistically analyzed. Among the 216 MSI-H CRCs, 111 (51%) cases presented nuclear maspin-positive tumors. Nuclear maspin-positive MSI-H CRCs were significantly associated with proximal tumor location (P = 0.003), tumor budding (P < 0.001), lymphovascular invasion (P = 0.001), perineural invasion (P = 0.008), absence of peritumoral lymphoid reaction (P = 0.045), lymph node metastasis (P = 0.003), distant metastasis (P = 0.005), advanced AJCC/UICC stage (stage III/IV) (P = 0.001), and CIMP-high (CIMP-H) status (P < 0.001). Patients with nuclear maspin-positive tumors showed worse disease-free survival than patients with nuclear maspin-negative tumors (log-rank P = 0.025). In conclusion, nuclear maspin expression is molecularly associated with CIMP-H rather than MSI-H, and clinicopathologically correlates with tumor aggressiveness in CRC.
Collapse
Affiliation(s)
- Jung Ho Kim
- Department of Pathology, SMG-SNU Boramae Medical CenterSeoul, Korea
| | - Nam-Yun Cho
- Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of MedicineSeoul, Korea
| | - Jeong Mo Bae
- Department of Pathology, Seoul National University College of MedicineSeoul, Korea
| | - Kyung-Ju Kim
- Department of Pathology, Seoul National University College of MedicineSeoul, Korea
| | - Ye-Young Rhee
- Department of Pathology, Seoul National University College of MedicineSeoul, Korea
| | - Hye Seung Lee
- Department of Pathology, Seoul National University Bundang HospitalSeongnam, Korea
| | - Gyeong Hoon Kang
- Laboratory of Epigenetics, Cancer Research Institute, Seoul National University College of MedicineSeoul, Korea
- Department of Pathology, Seoul National University College of MedicineSeoul, Korea
| |
Collapse
|
33
|
Wang K, Huang C, Nice EC. Proteomics, genomics and transcriptomics: their emerging roles in the discovery and validation of colorectal cancer biomarkers. Expert Rev Proteomics 2014; 11:179-205. [PMID: 24611605 DOI: 10.1586/14789450.2014.894466] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Colorectal cancer (CRC) is the second most common cancer in females and the third in males. Since CRC is often diagnosed at an advanced stage when prognosis is poor, identification of biomarkers for early diagnosis is urgently required. Recent advances in proteomics, genomics and transcriptomics have facilitated high-throughput profiling of data generated from CRC-related genes and proteins, providing a window of information for biomarker discovery and validation. However, transfer of candidate biomarkers from bench to bedside remains a dilemma. In this review, we will discuss emerging proteomic technologies and highlight various sample types utilized for proteomics-based identification of CRC biomarkers. Moreover, recent breakthroughs in genomics and transcriptomics for the identification of CRC biomarkers, with particular emphasis on the merits of emerging methylomic and miRNAomic strategies, will be discussed. Integration of proteomics, genomics and transcriptomics will facilitate the discovery and validation of CRC biomarkers leading to the emergence of personalized medicine.
Collapse
Affiliation(s)
- Kui Wang
- The State Key Laboratory of Biotherapy, West China Hospital, Sichuan University , Chengdu, 610041 , P.R. China
| | | | | |
Collapse
|
34
|
de Wit M, Kant H, Piersma SR, Pham TV, Mongera S, van Berkel MPA, Boven E, Pontén F, Meijer GA, Jimenez CR, Fijneman RJA. Colorectal cancer candidate biomarkers identified by tissue secretome proteome profiling. J Proteomics 2014; 99:26-39. [PMID: 24418523 DOI: 10.1016/j.jprot.2014.01.001] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Revised: 12/01/2013] [Accepted: 01/01/2014] [Indexed: 12/18/2022]
Abstract
UNLABELLED Colorectal cancer (CRC) is a major health problem. Biomarkers associated with molecular changes in cancer cells can aid early detection, diagnosis, prognosis, therapy selection, and disease monitoring. Tumor tissue secretomes are a rich source of candidate biomarkers. To identify CRC protein biomarkers, secretomes of four pairs of human CRC tissue and patient-matched normal colon tissue samples, and secretomes of five CRC cell lines were analyzed by GeLC-MS/MS. Subsequent data analysis was based on label-free spectral counting, Ingenuity Pathway Analysis, Secretome/SignalP, STRING and Cytoscape, resulting in 2703 protein identifications in the tissue secretomes, of which 409 proteins were significantly more present in CRC samples than in controls. Biomarker selection of 76 candidates was based on consistent and abundant over-representation in cancer- compared to control-secretomes, and presumed neoplastic origin. Overlap analysis with previously obtained datasets revealed 21 biomarkers suited for early detection of CRC. Immunohistochemistry confirmed overexpression in CRC of one candidate marker (MCM5). In conclusion, a human reference dataset of 76 candidate biomarkers was identified for which we illustrate that combination with existing pre-clinical datasets allows pre-selection of biomarkers for blood- or stool-based assays to support clinical management of CRC. Further dedicated validation studies are required to demonstrate their clinical applicability. BIOLOGICAL SIGNIFICANCE Tissue secretome proteomes are a rich source of candidate biomarkers. Several secretome proteome datasets have been obtained from pre-clinical in vitro and in vivo colorectal cancer (CRC) model systems, yielding promising CRC biomarkers obtained under well-defined experimentally controlled conditions. However, which of these biomarker proteins are actually secreted by human CRC samples was not known. To our knowledge, this is the first study that directly compares secretome proteomes from clinically relevant human CRC tissues to patient-matched normal colon tissues. We identified 76 human CRC protein biomarkers that may facilitate blood-based or stool-based assay development to support clinical management of CRC. Overlap analysis with datasets from well-defined pre-clinical studies helps to determine what clinical application suits these human CRC biomarkers best, i.e. early detection, diagnosis, prognosis, therapy selection, and/or disease monitoring of CRC. This is demonstrated for a CRC mouse model dataset, revealing 21 human CRC biomarkers suited for early detection of CRC.
Collapse
Affiliation(s)
- Meike de Wit
- Department of Pathology (Tumor Profiling Unit), VU University Medical Center, Amsterdam, The Netherlands; Department of Medical Oncology (OncoProteomics Laboratory), VU University Medical Center, Amsterdam, The Netherlands
| | - Huub Kant
- Department of Medical Oncology (OncoProteomics Laboratory), VU University Medical Center, Amsterdam, The Netherlands
| | - Sander R Piersma
- Department of Medical Oncology (OncoProteomics Laboratory), VU University Medical Center, Amsterdam, The Netherlands
| | - Thang V Pham
- Department of Medical Oncology (OncoProteomics Laboratory), VU University Medical Center, Amsterdam, The Netherlands
| | - Sandra Mongera
- Department of Pathology (Tumor Profiling Unit), VU University Medical Center, Amsterdam, The Netherlands
| | - Maaike P A van Berkel
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Epie Boven
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Fredrik Pontén
- Department of Genetics and Pathology, The Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | - Gerrit A Meijer
- Department of Pathology (Tumor Profiling Unit), VU University Medical Center, Amsterdam, The Netherlands
| | - Connie R Jimenez
- Department of Medical Oncology (OncoProteomics Laboratory), VU University Medical Center, Amsterdam, The Netherlands.
| | - Remond J A Fijneman
- Department of Pathology (Tumor Profiling Unit), VU University Medical Center, Amsterdam, The Netherlands.
| |
Collapse
|