1
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Wang Y, Yi Y, Pan S, Zhang Y, Fu J, Wu X, Qin X. Angiopoietin-like protein 3 promotes colorectal cancer progression and liver metastasis partly via the mitogen-activated protein kinase 14 pathway. Mol Carcinog 2023; 62:546-560. [PMID: 36692110 DOI: 10.1002/mc.23506] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 12/20/2022] [Accepted: 01/10/2023] [Indexed: 01/25/2023]
Abstract
Colorectal cancer (CRC) remains one of the most common malignancies worldwide, and liver metastasis represents a considerable challenge during CRC treatment. Aberrant expression of angiopoietin-like protein 3 (ANGPTL3) has been reported in several human cancer types. However, the function and mechanism of ANGPTL3 in CRC remain unclear. In this study, we first explored ANGPTL3 expression profiles in CRC datasets from ONCOMINE and in local samples from patients with CRC. We then elucidated the function of ANGPTL3 via knockdown and overexpression experiments. Bioinformatic analyses were performed to investigate the biological function and associated molecular mechanisms of ANGPTL3 in CRC oncogenesis and development. Finally, a xenograft model of liver metastasis was used to determine the role of ANGPTL3 in CRC metastasis. Our findings indicated that ANGPTL3 expression was upregulated in human CRC tissues, with high ANGPTL3 expression significantly correlated with poor survival of patients with CRC. ANGPTL3 overexpression promoted the proliferation and migration of CRC cells partially through mitogen-activated protein kinase 14 (MAPK14), while ANGPTL3 silencing had the opposite effect. Moreover, ANGPTL3 downregulation suppressed tumor growth and liver metastasis in xenograft mice. Collectively, the results presented here indicate that ANGPTL3 promotes cell proliferation and liver metastasis partly via MAPK14, suggesting that ANGPTL3 plays a tumor-promoting role in CRC progression and thus may represent a therapeutic target for CRC treatment.
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Affiliation(s)
- Yuexia Wang
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Yi Yi
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Shengli Pan
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Yuhao Zhang
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Jun Fu
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Xiaolin Wu
- Central Laboratory, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Xianju Qin
- Department of General Surgery, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
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2
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Ding RF, Zhang Y, Wu LY, You P, Fang ZX, Li ZY, Zhang ZY, Ji ZL. Discovering Innate Driver Variants for Risk Assessment of Early Colorectal Cancer Metastasis. Front Oncol 2022; 12:898117. [PMID: 35795065 PMCID: PMC9252167 DOI: 10.3389/fonc.2022.898117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/16/2022] [Indexed: 11/23/2022] Open
Abstract
Metastasis is the main fatal cause of colorectal cancer (CRC). Although enormous efforts have been made to date to identify biomarkers associated with metastasis, there is still a huge gap to translate these efforts into effective clinical applications due to the poor consistency of biomarkers in dealing with the genetic heterogeneity of CRCs. In this study, a small cohort of eight CRC patients was recruited, from whom we collected cancer, paracancer, and normal tissues simultaneously and performed whole-exome sequencing. Given the exomes, a novel statistical parameter LIP was introduced to quantitatively measure the local invasion power for every somatic and germline mutation, whereby we affirmed that the innate germline mutations instead of somatic mutations might serve as the major driving force in promoting local invasion. Furthermore, via bioinformatic analyses of big data derived from the public zone, we identified ten potential driver variants that likely urged the local invasion of tumor cells into nearby tissue. Of them, six corresponding genes were new to CRC metastasis. In addition, a metastasis resister variant was also identified. Based on these eleven variants, we constructed a logistic regression model for rapid risk assessment of early metastasis, which was also deployed as an online server, AmetaRisk (http://www.bio-add.org/AmetaRisk). In summary, we made a valuable attempt in this study to exome-wide explore the genetic driving force to local invasion, which provides new insights into the mechanistic understanding of metastasis. Furthermore, the risk assessment model can assist in prioritizing therapeutic regimens in clinics and discovering new drug targets, and thus substantially increase the survival rate of CRC patients.
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Affiliation(s)
- Ruo-Fan Ding
- State Key Laboratory of Cellular Stress Biology, National Institute for Data Science in Health and Medicine, School of Life Sciences, Xiamen University, Xiamen, China
| | - Yun Zhang
- State Key Laboratory of Cellular Stress Biology, National Institute for Data Science in Health and Medicine, School of Life Sciences, Xiamen University, Xiamen, China
| | - Lv-Ying Wu
- State Key Laboratory of Cellular Stress Biology, National Institute for Data Science in Health and Medicine, School of Life Sciences, Xiamen University, Xiamen, China
| | - Pan You
- Department of Clinical Laboratory, Xiamen Xianyue Hospital, Xiamen, China
- Department of Clinical Laboratory, Zhongshan Hospital , affiliated to Xiamen University, Xiamen, China
- *Correspondence: Zhi-Liang Ji, ; Pan You,
| | - Zan-Xi Fang
- Department of Clinical Laboratory, Zhongshan Hospital , affiliated to Xiamen University, Xiamen, China
| | - Zhi-Yuan Li
- Department of Clinical Laboratory, Zhongshan Hospital , affiliated to Xiamen University, Xiamen, China
| | - Zhong-Ying Zhang
- Department of Clinical Laboratory, Zhongshan Hospital , affiliated to Xiamen University, Xiamen, China
| | - Zhi-Liang Ji
- State Key Laboratory of Cellular Stress Biology, National Institute for Data Science in Health and Medicine, School of Life Sciences, Xiamen University, Xiamen, China
- *Correspondence: Zhi-Liang Ji, ; Pan You,
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3
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Li D, Jiang S, Zhou X, Si C, Shao P, Jiang Q, Zhu L, Shen L, Meng Q, Yin JC, Shao Y, Sun Y, Yang L. FBXW7 and Its Downstream NOTCH Pathway Could be Potential Indicators of Organ-Free Metastasis in Colorectal Cancer. Front Oncol 2022; 11:783564. [PMID: 35712679 PMCID: PMC9197223 DOI: 10.3389/fonc.2021.783564] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/07/2021] [Indexed: 01/01/2023] Open
Abstract
Colorectal cancer (CRC) is one of the leading causes of cancer-related deaths globally. Metastasis is associated with a poor prognosis, yet the underlying molecular mechanism(s) remained largely unknown. In this study, a total of 85 CRC patients were included and the primary tumor lesions were evaluated by next-generation sequencing using a targeted panel for genetic aberrations. Patients were sub-divided according to their metastasis pattern into the non-organ metastases (Non-OM) and organ metastases (OM) groups. By comparing the genetic differences between the two groups, we found that mutations in FBXW7 and alterations in its downstream NOTCH signaling pathway were more common in the Non-OM group. Moreover, correlation analysis suggested that FBXW7 mutations were independent of other somatic alterations. The negative associations of alterations in FBXW7 and its downstream NOTCH signaling pathway with CRC organ metastasis were validated in a cohort of 230 patients in the TCGA CRC dataset. Thus, we speculated that the genomic alterations of FBXW7/NOTCH axis might be an independent negative indicator of CRC organ metastases.
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Affiliation(s)
- Dongzheng Li
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Shiye Jiang
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Xin Zhou
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Chengshuai Si
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Peng Shao
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Qian Jiang
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
| | - Liuqing Zhu
- Nanjing Geneseeq Technology Inc., Nanjing, China
| | - Lu Shen
- Nanjing Geneseeq Technology Inc., Nanjing, China
| | - Qi Meng
- Nanjing Geneseeq Technology Inc., Nanjing, China
| | - Jiani C Yin
- Nanjing Geneseeq Technology Inc., Nanjing, China
| | - Yang Shao
- Nanjing Geneseeq Technology Inc., Nanjing, China.,School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yueming Sun
- Division of Colorectal Surgery, Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China & The First School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Liu Yang
- Division of Colorectal Surgery, Department of General Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China
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4
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Tang J, Tu K, Lu K, Zhang J, Luo K, Jin H, Wang L, Yang L, Xiao W, Zhang Q, Liu X, Ge XY, Li G, Zhou Z, Xie D. Single-cell exome sequencing reveals multiple subclones in metastatic colorectal carcinoma. Genome Med 2021; 13:148. [PMID: 34507604 PMCID: PMC8434739 DOI: 10.1186/s13073-021-00962-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 08/12/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a major cancer type whose mechanism of metastasis remains elusive. METHODS In this study, we characterised the evolutionary pattern of metastatic CRC (mCRC) by analysing bulk and single-cell exome sequencing data of primary and metastatic tumours from 7 CRC patients with liver metastases. Here, 7 CRC patients were analysed by bulk whole-exome sequencing (WES); 4 of these were also analysed using single-cell sequencing. RESULTS Despite low genomic divergence between paired primary and metastatic cancers in the bulk data, single-cell WES (scWES) data revealed rare mutations and defined two separate cell populations, indicative of the diverse evolutionary trajectories between primary and metastatic tumour cells. We further identified 24 metastatic cell-specific-mutated genes and validated their functions in cell migration capacity. CONCLUSIONS In summary, scWES revealed rare mutations that failed to be detected by bulk WES. These rare mutations better define the distinct genomic profiles of primary and metastatic tumour cell clones.
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Affiliation(s)
- Jie Tang
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Kailing Tu
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Keying Lu
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Jiaxun Zhang
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Kai Luo
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | | | - Lei Wang
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Lie Yang
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Lane, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Weiran Xiao
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Qilin Zhang
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Xiaoling Liu
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Xin Yi Ge
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Guibo Li
- BGI-Shenzhen, Shenzhen, 518083, China.
| | - Zongguang Zhou
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Lane, Wuhou District, Chengdu, 610041, Sichuan, China.
| | - Dan Xie
- National Frontier Center of Disease Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 17, Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China. .,Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, No. 37, Guoxue Lane, Wuhou District, Chengdu, 610041, Sichuan, China.
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5
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Wang HW, Yan XL, Wang LJ, Zhang MH, Yang CH, Wei-Liu, Jin KM, Bao Q, Li J, Wang K, Xing BC. Characterization of genomic alterations in Chinese colorectal cancer patients with liver metastases. J Transl Med 2021; 19:313. [PMID: 34281583 PMCID: PMC8287676 DOI: 10.1186/s12967-021-02986-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/10/2021] [Indexed: 12/13/2022] Open
Abstract
Background The exploration of genomic alterations in Chinese colorectal liver metastasis (CRLM) is limited, and corresponding genetic biomarkers for patient’s perioperative management are still lacking. This study aims to understand genome diversification and complexity that developed in CRLM. Methods A custom-designed IDT capture panel including 620 genes was performed in the Chinese CRLM cohort, which included 396 tumor samples from metastatic liver lesions together with 133 available paired primary tumors. Results In this Chinese CRLM cohort, the top-ranked recurrent mutated genes were TP53 (324/396, 82%), APC (302/396, 76%), KRAS (166/396, 42%), SMAD4 (54/396, 14%), FLG (52/396, 13%) and FBXW7 (43/396, 11%). A comparison of CRLM samples derived from left- and right-sided primary lesions confirmed that the difference in survival for patients with different primary tumor sites could be driven by variations in the transforming growth factor β (TGF-β), phosphatidylinositol 3-kinase (PI3K) and RAS signaling pathways. Certain genes had a higher variant rate in samples with metachronous CRLM than in samples with simultaneous metastasis. Overall, the metastasis and primary tumor samples displayed highly consistent genomic alterations, but there were some differences between individually paired metastases and primary tumors, which were mainly caused by copy number variations. Conclusion We provide a comprehensive depiction of the genomic alterations in Chinese patients with CRLM, providing a fundamental basis for further personalized therapy applications. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-021-02986-0.
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Affiliation(s)
- Hong-Wei Wang
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Xiao-Luan Yan
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Li-Jun Wang
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Meng-Huan Zhang
- GloriousMed Clinical Laboratory (Shanghai) Co., Ltd, Shanghai, China
| | - Chun-He Yang
- GloriousMed Clinical Laboratory (Shanghai) Co., Ltd, Shanghai, China
| | - Wei-Liu
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Ke-Min Jin
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Quan Bao
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Juan Li
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Kun Wang
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China
| | - Bao-Cai Xing
- Hepatopancreatobiliary Surgery Department I, Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Haidian District, Beijing, China.
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6
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Liu M, Chen J, Wang X, Wang C, Zhang X, Xie Y, Zuo Z, Ren J, Zhao Q. MesKit: a tool kit for dissecting cancer evolution of multi-region tumor biopsies through somatic alterations. Gigascience 2021; 10:6279596. [PMID: 34018555 PMCID: PMC8138830 DOI: 10.1093/gigascience/giab036] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 03/23/2021] [Accepted: 04/23/2021] [Indexed: 11/17/2022] Open
Abstract
Background Multi-region sequencing (MRS) has been widely used to analyze intra-tumor heterogeneity (ITH) and cancer evolution. However, comprehensive analysis of mutational data from MRS is still challenging, necessitating complicated integration of a plethora of computational and statistical approaches. Findings Here, we present MesKit, an R/Bioconductor package that can assist in characterizing genetic ITH and tracing the evolutionary history of tumors based on somatic alterations detected by MRS. MesKit provides a wide range of analysis and visualization modules, including ITH evaluation, metastatic route inference, and mutational signature identification. In addition, MesKit implements an auto-layout algorithm to generate phylogenetic trees based on somatic mutations. The application of MesKit for 2 reported MRS datasets of hepatocellular carcinoma and colorectal cancer identified known heterogeneous features and evolutionary patterns, together with potential driver events during cancer evolution. Conclusions In summary, MesKit is useful for interpreting ITH and tracing evolutionary trajectory based on MRS data. MesKit is implemented in R and available at https://bioconductor.org/packages/MesKit under the GPL v3 license.
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Affiliation(s)
- Mengni Liu
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 E Dongfeng Road, Guangzhou, Guangdong 510060, China
| | - Jianyu Chen
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China
| | - Xin Wang
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China
| | - Chengwei Wang
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China
| | - Xiaolong Zhang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 E Dongfeng Road, Guangzhou, Guangdong 510060, China
| | - Yubin Xie
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China
| | - Zhixiang Zuo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 E Dongfeng Road, Guangzhou, Guangdong 510060, China
| | - Jian Ren
- School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong 510275, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 E Dongfeng Road, Guangzhou, Guangdong 510060, China
| | - Qi Zhao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 E Dongfeng Road, Guangzhou, Guangdong 510060, China
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7
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Genetic Alterations of Metastatic Colorectal Cancer. Biomedicines 2020; 8:biomedicines8100414. [PMID: 33066148 PMCID: PMC7601984 DOI: 10.3390/biomedicines8100414] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/05/2020] [Accepted: 10/09/2020] [Indexed: 02/06/2023] Open
Abstract
Genome sequencing studies have characterized the genetic alterations of different tumor types, highlighting the diversity of the molecular processes driving tumor development. Comprehensive sequencing studies have defined molecular subtypes of colorectal cancers (CRCs) through the identification of genetic events associated with microsatellite stability (MSS), microsatellite-instability-high (MSI-H), and hypermutation. Most of these studies characterized primary tumors. Only recent studies have addressed the characterization of the genetic and clinical heterogeneity of metastatic CRC. Metastatic CRC genomes were found to be not fundamentally different from primary CRCs in terms of the mutational landscape or of genes that drive tumorigenesis, and a genomic heterogeneity associated with tumor location of primary tumors helps to define different clinical behaviors of metastatic CRCs. Although CRC metastatic spreading was traditionally seen as a late-occurring event, growing evidence suggests that this process can begin early during tumor development and the clonal architecture of these tumors is consistently influenced by cancer treatment. Although the survival rate of patients with metastatic CRC patients improved in the last years, the response to current treatments and prognosis of many of these patients remain still poor, indicating the need to discover new improvements for therapeutic vulnerabilities and to formulate a rational prospective of personalized therapies.
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8
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Urosevic J, Blasco MT, Llorente A, Bellmunt A, Berenguer-Llergo A, Guiu M, Cañellas A, Fernandez E, Burkov I, Clapés M, Cartanà M, Figueras-Puig C, Batlle E, Nebreda AR, Gomis RR. ERK1/2 Signaling Induces Upregulation of ANGPT2 and CXCR4 to Mediate Liver Metastasis in Colon Cancer. Cancer Res 2020; 80:4668-4680. [PMID: 32816905 DOI: 10.1158/0008-5472.can-19-4028] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 06/23/2020] [Accepted: 08/12/2020] [Indexed: 11/16/2022]
Abstract
Carcinoma development in colorectal cancer is driven by genetic alterations in numerous signaling pathways. Alterations in the RAS-ERK1/2 pathway are associated with the shortest overall survival for patients after diagnosis of colorectal cancer metastatic disease, yet how RAS-ERK signaling regulates colorectal cancer metastasis remains unknown. In this study, we used an unbiased screening approach based on selection of highly liver metastatic colorectal cancer cells in vivo to determine genes associated with metastasis. From this, an ERK1/2-controlled metastatic gene set (EMGS) was defined. EMGS was associated with increased recurrence and reduced survival in patients with colorectal cancer tumors. Higher levels of EMGS expression were detected in the colorectal cancer subsets consensus molecular subtype (CMS)1 and CMS4. ANGPT2 and CXCR4, two genes within the EMGS, were subjected to gain-of-function and loss-of-function studies in several colorectal cancer cell lines and then tested in clinical samples. The RAS-ERK1/2 axis controlled expression of the cytokine ANGPT2 and the cytokine receptor CXCR4 in colorectal cancer cells, which facilitated development of liver but not lung metastases, suggesting that ANGPT2 and CXCR4 are important for metastatic outgrowth in the liver. CXCR4 controlled the expression of cytokines IL10 and CXCL1, providing evidence for a causal role of IL10 in supporting liver colonization. In summary, these studies demonstrate that amplification of ERK1/2 signaling in KRAS-mutated colorectal cancer cells affects the cytokine milieu of the tumors, possibly affecting tumor-stroma interactions and favoring liver metastasis formation. SIGNIFICANCE: These findings identify amplified ERK1/2 signaling in KRAS-mutated colorectal cancer cells as a driver of tumor-stroma interactions that favor formation of metastases in the liver.
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Affiliation(s)
- Jelena Urosevic
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.,CIBERONC, Spain
| | - María Teresa Blasco
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.,CIBERONC, Spain
| | - Alicia Llorente
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Anna Bellmunt
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Antoni Berenguer-Llergo
- Biostatistics and Bioinformatics Unit, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Marc Guiu
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Adrià Cañellas
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.,CIBERONC, Spain
| | - Esther Fernandez
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Ivan Burkov
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Maria Clapés
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Mireia Cartanà
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Cristina Figueras-Puig
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Eduard Batlle
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.,CIBERONC, Spain.,ICREA, Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Angel R Nebreda
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.,ICREA, Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Roger R Gomis
- Cancer Science Program, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain. .,CIBERONC, Spain.,ICREA, Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain.,School of Medicine, Universitat de Barcelona, Barcelona, Spain
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9
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Zhang T, Wang Z, Liu Y, Huo Y, Liu H, Xu C, Mao R, Zhu Y, Liu L, Wei D, Liu G, Pan B, Tang Y, Zhou Z, Yang C, Guo Y. Plastin 1 drives metastasis of colorectal cancer through the IQGAP1/Rac1/ERK pathway. Cancer Sci 2020; 111:2861-2871. [PMID: 32350953 PMCID: PMC7419044 DOI: 10.1111/cas.14438] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 04/19/2020] [Accepted: 04/22/2020] [Indexed: 12/13/2022] Open
Abstract
Tumor metastasis is the dominant cause of death in colorectal cancer (CRC) patients, and it often involves dysregulation of various cytoskeletal proteins. Plastin 1 (PLS1) is an actin-bundling protein that has been implicated in the structure of intestinal epithelial microvilli; however, its role in CRC metastasis has not yet been determined. In this study, we demonstrated that PLS1 is highly expressed in 33.3% (45/135) of CRC patients and is correlated with lymph node metastasis and poor survival. In in vitro and in vivo experiments, PLS1 induced the migration and invasion of CRC cells and the metastases to the liver and lung in mice. Moreover, the expressions of key factors for CRC metastases, matrix metalloproteinase (MMP) 9 and 2, were enhanced by PLS1, which was dependent on phosphorylating ERK1/2 activated by IQGAP1/Rac1 signaling. The connection between these signals and PLS1 was further confirmed in CRC tissues of patients and the metastatic nodules from a mouse model. These findings suggest that PLS1 promotes CRC metastasis through the IQGAP1/Rac1/ERK pathway. Targeting PLS1 may provide a potential approach to inhibit the metastasis of CRC cells.
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Affiliation(s)
- Tongtong Zhang
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Zheng Wang
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanjun Liu
- Department of General Surgery, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, China
| | - Yongxu Huo
- Life Science College of Sichuan University, Chengdu, China
| | - Hongtao Liu
- Department of General Surgery, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, China
| | - Chenxin Xu
- Department of General Surgery, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, China
| | - Rui Mao
- Department of General Surgery, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, China
| | - Yifang Zhu
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Lei Liu
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Danfeng Wei
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Guanzhi Liu
- Bone and Joint Surgery Center, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Biran Pan
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Yan Tang
- Department of Pathology, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Zheng Zhou
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
| | - Chunlei Yang
- Life Science College of Sichuan University, Chengdu, China
| | - Yuanbiao Guo
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, The Second Chengdu Hospital Affiliated to Chongqing Medical University, Chengdu, China
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10
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Genetic heterogeneity and evolutionary history of high-grade ovarian carcinoma and matched distant metastases. Br J Cancer 2020; 122:1219-1230. [PMID: 32099096 PMCID: PMC7156387 DOI: 10.1038/s41416-020-0763-4] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Revised: 01/30/2020] [Accepted: 02/05/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND High-grade serous ovarian carcinoma (HGSOC) is the most frequent type of ovarian carcinoma, associated with poor clinical outcome and metastatic disease. Although metastatic processes are becoming more understandable, the genomic landscape and metastatic progression in HGSOC has not been elucidated. METHODS Multi-region whole-exome sequencing was performed on HGSOC primary tumours and their metastases (n = 33 tumour regions) from six patients. The resulting somatic variants were analysed to delineate tumour evolution and metastatic dissemination, and to compare the repertoire of events between primary HGSOC and metastasis. RESULTS All cases presented branching evolution patterns in primary HGSOC, with three cases further showing parallel evolution in which different mutations on separate branches of a phylogenetic tree converge on the same gene. Furthermore, linear metastatic progression was observed in 67% of cases with late dissemination, in which the metastatic tumour mostly acquires the same mutational process active in primary tumour, and parallel metastatic progression, with early dissemination in the remaining 33.3% of cases. Metastatic-specific SNVs were further confirmed as late dissemination events. We also found the involvement of metastatic-specific driver events in the Wnt/β-catenin pathway, and identified potential clinically actionable events in individual patients of the metastatic HGSOC cohort. CONCLUSIONS This study provides deeper insights into clonal evolution and mutational processes that can pave the way to new therapeutic targets.
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11
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Brunsell TH, Sveen A, Bjørnbeth BA, Røsok BI, Danielsen SA, Brudvik KW, Berg KCG, Johannessen B, Cengija V, Abildgaard A, Guren MG, Nesbakken A, Lothe RA. High Concordance and Negative Prognostic Impact of RAS/BRAF/PIK3CA Mutations in Multiple Resected Colorectal Liver Metastases. Clin Colorectal Cancer 2019; 19:e26-e47. [PMID: 31982351 DOI: 10.1016/j.clcc.2019.09.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 07/11/2019] [Accepted: 09/26/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND The prevalence and clinical implications of genetic heterogeneity in patients with multiple colorectal liver metastases remain largely unknown. In a prospective series of patients undergoing resection of colorectal liver metastases, the aim was to investigate the inter-metastatic and primary-to-metastatic heterogeneity of mutations in KRAS, NRAS, BRAF, and PIK3CA and their prognostic impact. PATIENTS AND METHODS We analyzed the mutation status among 372 liver metastases and 78 primary tumors from 106 patients by methods used in clinical routine testing, by Sanger sequencing, by next-generation sequencing (NGS), and/or by droplet digital polymerase chain reaction. The 3-year cancer-specific survival (CSS) was analyzed using the Kaplan-Meier method. RESULTS Although Sanger sequencing indicated inter-metastatic mutation heterogeneity in 14 of 97 patients (14%), almost all cases were refuted by high-sensitive NGS. Also, heterogeneity among metastatic deposits was concluded only for PIK3CA in 2 patients. Similarly, primary-to-metastatic heterogeneity was indicated in 8 of 78 patients (10%) using Sanger sequencing but for only 2 patients after NGS, showing the emergence of 1 KRAS and 1 PIK3CA mutation in the metastatic lesions. KRAS mutations were present in 53 of 106 patients (50%) and were associated with poorer 3-year CSS after liver resection (37% vs. 61% for KRAS wild-type; P = .004). Poor prognostic associations were found also for the combination of KRAS/NRAS/BRAF mutations compared with triple wild-type (P = .002). CONCLUSION Intra-patient mutation heterogeneity was virtually undetected, both between the primary tumor and the liver metastases and among the metastatic deposits. KRAS mutations separately, and KRAS/NRAS/BRAF mutations combined, were associated with poor patient survival after partial liver resection.
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Affiliation(s)
- Tuva Høst Brunsell
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjørn Atle Bjørnbeth
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Bård I Røsok
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Stine Aske Danielsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway
| | - Kristoffer Watten Brudvik
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Kaja C G Berg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjarne Johannessen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vanja Cengija
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Andreas Abildgaard
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Marianne Grønlie Guren
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Oncology, Oslo University Hospital Ullevål, Oslo, Norway
| | - Arild Nesbakken
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway.
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12
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Kyrochristos ID, Ziogas DE, Goussia A, Glantzounis GK, Roukos DH. Bulk and Single-Cell Next-Generation Sequencing: Individualizing Treatment for Colorectal Cancer. Cancers (Basel) 2019; 11:cancers11111809. [PMID: 31752125 PMCID: PMC6895993 DOI: 10.3390/cancers11111809] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 11/12/2019] [Accepted: 11/14/2019] [Indexed: 12/24/2022] Open
Abstract
The increasing incidence combined with constant rates of early diagnosis and mortality of colorectal cancer (CRC) over the past decade worldwide, as well as minor overall survival improvements in the industrialized world, suggest the need to shift from conventional research and clinical practice to the innovative development of screening, predictive and therapeutic tools. Explosive integration of next-generation sequencing (NGS) systems into basic, translational and, more recently, basket trials is transforming biomedical and cancer research, aiming for substantial clinical implementation as well. Shifting from inter-patient tumor variability to the precise characterization of intra-tumor genetic, genomic and transcriptional heterogeneity (ITH) via multi-regional bulk tissue NGS and emerging single-cell transcriptomics, coupled with NGS of circulating cell-free DNA (cfDNA), unravels novel strategies for therapeutic response prediction and drug development. Remarkably, underway and future genomic/transcriptomic studies and trials exploring spatiotemporal clonal evolution represent most rational expectations to discover novel prognostic, predictive and therapeutic tools. This review describes latest advancements and future perspectives of integrated sequencing systems for genome and transcriptome exploration to overcome unmet research and clinical challenges towards Precision Oncology.
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Affiliation(s)
- Ioannis D. Kyrochristos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; (I.D.K.); (D.E.Z.)
- Department of Surgery, Ioannina University Hospital, 45500 Ioannina, Greece;
| | - Demosthenes E. Ziogas
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; (I.D.K.); (D.E.Z.)
- Department of Surgery, ‘G. Hatzikosta’ General Hospital, 45001 Ioannina, Greece
| | - Anna Goussia
- Department of Pathology, Ioannina University Hospital, 45500 Ioannina, Greece;
| | | | - Dimitrios H. Roukos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; (I.D.K.); (D.E.Z.)
- Department of Surgery, Ioannina University Hospital, 45500 Ioannina, Greece;
- Department of Systems Biology, Biomedical Research Foundation of the Academy of Athens (BRFAA), 11527 Athens, Greece
- Correspondence: ; Tel.: +302651005572
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13
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Kyrochristos ID, Roukos DH. Comprehensive intra-individual genomic and transcriptional heterogeneity: Evidence-based Colorectal Cancer Precision Medicine. Cancer Treat Rev 2019; 80:101894. [PMID: 31518831 DOI: 10.1016/j.ctrv.2019.101894] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 08/27/2019] [Accepted: 08/29/2019] [Indexed: 12/14/2022]
Abstract
Despite advances in translating conventional research into multi-modal treatment for colorectal cancer (CRC), therapeutic resistance and relapse remain unresolved in advanced resectable and, particularly, non-resectable disease. Genome and transcriptome sequencing and editing technologies, coupled with interaction mapping and machine learning, are transforming biomedical research, representing the most rational hope to overcome unmet research and clinical challenges. Rapid progress in both bulk and single-cell next-generation sequencing (NGS) analyses in the identification of primary and metastatic intratumor genomic and transcriptional heterogeneity (ITH) and the detection of circulating cell-free DNA (cfDNA) alterations is providing critical insight into the origins and spatiotemporal evolution of genomic clones responsible for early and late therapeutic resistance and relapse. Moreover, DNA and RNA editing pave new avenues towards the discovery of novel drug targets. Breakthrough combinations of sequencing and editing systems with technologies exploring dynamic interaction networks within pioneering studies could delineate how coding and non-coding mutations perturb regulatory networks and gene expression. This review discusses latest data on genomic and transcriptomic landscapes in time and space, as well as early-phase clinical trials on targeted drug combinations, highlighting the transition from research to clinical Colorectal Cancer Precision Medicine, through non-invasive screening, individualized drug response prediction and development of multiple novel drugs. Future studies exploring the potential to target key transcriptional drivers and regulators will contribute to the next-generation pharmaceutical controllability of multi-layered aberrant transcriptional biocircuits.
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Affiliation(s)
- Ioannis D Kyrochristos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, Ioannina, Greece; Department of Surgery, Ioannina University Hospital, Ioannina, Greece
| | - Dimitrios H Roukos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, Ioannina, Greece; Department of Surgery, Ioannina University Hospital, Ioannina, Greece; Department of Systems Biology, Biomedical Research Foundation of the Academy of Athens (BRFAA), Athens, Greece.
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14
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Bach DH, Zhang W, Sood AK. Chromosomal Instability in Tumor Initiation and Development. Cancer Res 2019; 79:3995-4002. [PMID: 31350294 PMCID: PMC7694409 DOI: 10.1158/0008-5472.can-18-3235] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Revised: 03/26/2019] [Accepted: 05/09/2019] [Indexed: 12/15/2022]
Abstract
Chromosomal instability (CIN) is one of the major forms of genomic instability in various human cancers and is recognized as a common hallmark of tumorigenesis and heterogeneity. However, some malignant tumors show a paucity of chromosomal alterations, suggesting that tumor progression and evolution can occur in the absence of CIN. It is unclear whether CIN is stable between precursor lesions, primary tumor, and metastases or if it evolves during these steps. In this review, we describe the influence of CIN on the various steps in tumor initiation and development. Given the recognized significant effects of CIN in cancer, CIN-targeted therapeutics could have a major impact on improving clinical outcomes.
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Affiliation(s)
- Duc-Hiep Bach
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wei Zhang
- Center for Cancer Genomics and Precision Oncology, Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
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15
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Hu Z, Ding J, Ma Z, Sun R, Seoane JA, Scott Shaffer J, Suarez CJ, Berghoff AS, Cremolini C, Falcone A, Loupakis F, Birner P, Preusser M, Lenz HJ, Curtis C. Quantitative evidence for early metastatic seeding in colorectal cancer. Nat Genet 2019; 51:1113-1122. [PMID: 31209394 PMCID: PMC6982526 DOI: 10.1038/s41588-019-0423-x] [Citation(s) in RCA: 270] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 04/18/2019] [Indexed: 02/07/2023]
Abstract
Both the timing and molecular determinants of metastasis are unknown, hindering treatment and prevention efforts. Here we characterize the evolutionary dynamics of this lethal process by analyzing exome-sequencing data from 118 biopsies from 23 patients with colorectal cancer with metastases to the liver or brain. The data show that the genomic divergence between the primary tumor and metastasis is low and that canonical driver genes were acquired early. Analysis within a spatial tumor growth model and statistical inference framework indicates that early disseminated cells commonly (81%, 17 out of 21 evaluable patients) seed metastases while the carcinoma is clinically undetectable (typically, less than 0.01 cm3). We validated the association between early drivers and metastasis in an independent cohort of 2,751 colorectal cancers, demonstrating their utility as biomarkers of metastasis. This conceptual and analytical framework provides quantitative in vivo evidence that systemic spread can occur early in colorectal cancer and illuminates strategies for patient stratification and therapeutic targeting of the canonical drivers of tumorigenesis.
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Affiliation(s)
- Zheng Hu
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Jie Ding
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Veracyte Inc, South San Francisco, CA, USA
| | - Zhicheng Ma
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Ruping Sun
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Jose A Seoane
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - J Scott Shaffer
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Carlos J Suarez
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Anna S Berghoff
- Comprehensive Cancer Center CNS Tumor Unit, Medical University of Vienna, Vienna, Austria
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
| | - Chiara Cremolini
- Department of Oncology, University Hospital of Pisa, Pisa, Italy
| | - Alfredo Falcone
- Department of Oncology, University Hospital of Pisa, Pisa, Italy
| | - Fotios Loupakis
- Unit of Medical Oncology 1, Department of Clinical and Experimental Oncology, Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - Peter Birner
- Comprehensive Cancer Center CNS Tumor Unit, Medical University of Vienna, Vienna, Austria
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Matthias Preusser
- Comprehensive Cancer Center CNS Tumor Unit, Medical University of Vienna, Vienna, Austria
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Heinz-Josef Lenz
- Department of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Christina Curtis
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.
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16
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Tijhuis AE, Johnson SC, McClelland SE. The emerging links between chromosomal instability (CIN), metastasis, inflammation and tumour immunity. Mol Cytogenet 2019; 12:17. [PMID: 31114634 PMCID: PMC6518824 DOI: 10.1186/s13039-019-0429-1] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Accepted: 04/15/2019] [Indexed: 02/06/2023] Open
Abstract
Many cancers possess an incorrect number of chromosomes, a state described as aneuploidy. Aneuploidy is often caused by Chromosomal Instability (CIN), a process of continuous chromosome mis-segregation. CIN is believed to endow tumours with enhanced evolutionary capabilities due to increased intratumour heterogeneity, and facilitating adaptive resistance to therapies. Recently, however, additional consequences and associations with CIN have been revealed, prompting the need to understand this universal hallmark of cancer in a multifaceted context. This review is focused on the investigation of possible links between CIN, metastasis and the host immune system in cancer development and treatment. We specifically focus on these links since most cancer deaths are due to the consequences of metastasis, and immunotherapy is a rapidly expanding novel avenue of cancer therapy.
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Affiliation(s)
- Andréa E. Tijhuis
- Barts Cancer Institute, Queen Mary University of London, EC1M 6BQ, London, UK
| | - Sarah C. Johnson
- Barts Cancer Institute, Queen Mary University of London, EC1M 6BQ, London, UK
| | - Sarah E. McClelland
- Barts Cancer Institute, Queen Mary University of London, EC1M 6BQ, London, UK
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17
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Comparative sequence analysis of patient-matched primary colorectal cancer, metastatic, and recurrent metastatic tumors after adjuvant FOLFOX chemotherapy. BMC Cancer 2019; 19:255. [PMID: 30898102 PMCID: PMC6429751 DOI: 10.1186/s12885-019-5479-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 03/14/2019] [Indexed: 12/22/2022] Open
Abstract
Background In the era of genome-guided personalized cancer treatment, we must understand chemotherapy-induced genomic changes in tumors. This study evaluated whether adjuvant FOLFOX chemotherapy modifies the mutational profile of recurrent colorectal cancer (CRC). Methods Whole exome sequencing was performed on samples from primary CRC tumors, untreated metastatic tumors, and recurrent tumors following adjuvant FOLFOX chemotherapy. The samples were resected from four patients. Results The number of mutations or the mutation spectrum in individual patients was nearly identical. Copy number variants persisted regardless of FOLFOX therapy administration. The genomic signature of oxaliplatin exposure (G > T/C > A, T > A/A > T) was not enriched after FOLFOX chemotherapy. Overlapping single nucleotide variants (SNVs) and indels remained in 26–65% of the patient-matched tumor samples. One patient harbored an AKT1 E17K mutation in the recurrent tumor, whereas PIK3CA E542K and E88Q mutations were detected in the primary and untreated metastatic tumor samples. Genes related to intracellular Ca2+ homeostasis were enriched among the genes uniquely mutated after FOLFOX chemotherapy. Conclusions We found that the mutation rates, mutation spectrum, and copy number variants were nearly identical regardless of the administration of FOLFOX therapy in the four CRC cases. The mutational discordance between the patient-matched tumor samples is likely caused by tumor heterogeneity and chemotherapy-induced clonal selection. These findings might be useful as pilot data for larger studies to clarify the changes in the mutational landscape induced by adjuvant FOLFOX chemotherapy. Electronic supplementary material The online version of this article (10.1186/s12885-019-5479-6) contains supplementary material, which is available to authorized users.
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18
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Yoshino T, Arnold D, Taniguchi H, Pentheroudakis G, Yamazaki K, Xu RH, Kim TW, Ismail F, Tan IB, Yeh KH, Grothey A, Zhang S, Ahn JB, Mastura MY, Chong D, Chen LT, Kopetz S, Eguchi-Nakajima T, Ebi H, Ohtsu A, Cervantes A, Muro K, Tabernero J, Minami H, Ciardiello F, Douillard JY. Pan-Asian adapted ESMO consensus guidelines for the management of patients with metastatic colorectal cancer: a JSMO-ESMO initiative endorsed by CSCO, KACO, MOS, SSO and TOS. Ann Oncol 2019; 29:44-70. [PMID: 29155929 DOI: 10.1093/annonc/mdx738] [Citation(s) in RCA: 374] [Impact Index Per Article: 74.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The most recent version of the European Society for Medical Oncology (ESMO) consensus guidelines for the treatment of patients with metastatic colorectal cancer (mCRC) was published in 2016, identifying both a more strategic approach to the administration of the available systemic therapy choices, and a greater emphasis on the use of ablative techniques, including surgery. At the 2016 ESMO Asia Meeting, in December 2016, it was decided by both ESMO and the Japanese Society of Medical Oncology (JSMO) to convene a special guidelines meeting, endorsed by both ESMO and JSMO, immediately after the JSMO 2017 Annual Meeting. The aim was to adapt the ESMO consensus guidelines to take into account the ethnic differences relating to the toxicity as well as other aspects of certain systemic treatments in patients of Asian ethnicity. These guidelines represent the consensus opinions reached by experts in the treatment of patients with mCRC identified by the Presidents of the oncological societies of Japan (JSMO), China (Chinese Society of Clinical Oncology), Korea (Korean Association for Clinical Oncology), Malaysia (Malaysian Oncological Society), Singapore (Singapore Society of Oncology) and Taiwan (Taiwan Oncology Society). The voting was based on scientific evidence and was independent of both the current treatment practices and the drug availability and reimbursement situations in the individual participating Asian countries.
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Affiliation(s)
- T Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - D Arnold
- CUF Hospitals Cancer Centre, Lisbon, Portugal
| | - H Taniguchi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - G Pentheroudakis
- Department of Medical Oncology, University of Ioannina, Ioannina, Greece
| | - K Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - R-H Xu
- Department of Medical Oncology, Sun Yat-Sen University (SYSU) Cancer Center, Guangzhou, China
| | - T W Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - F Ismail
- Department of Radiotherapy & Oncology, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
| | - I B Tan
- Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - K-H Yeh
- Department of Oncology, National Taiwan University Hospital, and Cancer Research Center, National Taiwan University College of Medicine, Taipei, Taiwan
| | - A Grothey
- Division of Medical Oncology, Mayo Clinic Cancer Center, Rochester, USA
| | - S Zhang
- Cancer Institute, Zhejiang University, Hangzhou, China
| | - J B Ahn
- Division of Oncology, Department of Internal Medicine, Yonsei Cancer Center, Seoul, Korea
| | - M Y Mastura
- Pantai Cancer Institute, Pantai Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
| | - D Chong
- Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - L-T Chen
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - S Kopetz
- Department of Gastrointestinal Medical Oncology, MD Anderson Cancer Centre, Houston, USA
| | - T Eguchi-Nakajima
- Department of Clinical Oncology, School of Medicine, St. Marianna University, Kanagawa, Japan
| | - H Ebi
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - A Ohtsu
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - A Cervantes
- CIBERONC, Department of Medical Oncology, Institute of Health Research, INCLIVIA, University of Valencia, Valencia, Spain
| | - K Muro
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - J Tabernero
- Medical Oncology Department, Vall d' Hebron University Hospital, Vall d'Hebron Institute of Oncology (V.H.I.O.), Barcelona, Spain
| | - H Minami
- Department of Medical Oncology and Hematology, Kobe University Hospital, Kobe, Japan
| | - F Ciardiello
- Division of Medical Oncology, Seconda Università di Napoli, Naples, Italy
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19
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Bhullar DS, Barriuso J, Mullamitha S, Saunders MP, O'Dwyer ST, Aziz O. Biomarker concordance between primary colorectal cancer and its metastases. EBioMedicine 2019; 40:363-374. [PMID: 30733075 PMCID: PMC6413540 DOI: 10.1016/j.ebiom.2019.01.050] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 01/13/2019] [Accepted: 01/24/2019] [Indexed: 12/17/2022] Open
Abstract
Background The use of biomarkers to target anti-EGFR treatments for metastatic colorectal cancer (CRC) is well-established, requiring molecular analysis of primary or metastatic biopsies. We aim to review concordance between primary CRC and its metastatic sites. Methods A systematic review and meta-analysis of all published studies (1991–2018) reporting on biomarker concordance between primary CRC and its metastatic site(s) was undertaken according to PRISMA guidelines using several medical databases. Studies without matched samples or using peripheral blood for biomarker analysis were excluded. Findings 61 studies including 3565 patient samples were included. Median biomarker concordance for KRAS (n = 50) was 93.7% [[67], [68], [69], [70], [71], [72], [73], [74], [75], [76], [77], [78], [79], [80], [81], [82], [83], [84], [85], [86], [87], [88], [89], [90], [91], [92], [93], [94], [95], [96], [97], [98], [99], [100]], NRAS (n = 11) was 100% [[90], [91], [92], [93], [94], [95], [96], [97], [98], [99], [100]], BRAF (n = 22) was 99.4% [[80], [81], [82], [83], [84], [85], [86], [87], [88], [89], [90], [91], [92], [93], [94], [95], [96], [97], [98], [99], [100]], and PIK3CA (n = 17) was 93% [[42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52], [53], [54], [55], [56], [57], [58], [59], [60], [61], [62], [63], [64], [65], [66], [67], [68], [69], [70], [71], [72], [73], [74], [75], [76], [77], [78], [79], [80], [81], [82], [83], [84], [85], [86], [87], [88], [89], [90], [91], [92], [93], [94], [95], [96], [97], [98], [99], [100]]. Meta-analytic pooled discordance was 8% for KRAS (95% CI = 5–10%), 8% for BRAF (95% CI = 5–10%), 7% for PIK3CA (95% CI = 2–13%), and 28% overall (95% CI = 14–44%). The liver was the most commonly biopsied metastatic site (n = 2276), followed by lung (n = 438), lymph nodes (n = 1123), and peritoneum (n = 132). Median absolute concordance in multiple biomarkers was 81% (5–95%). Interpretation Metastatic CRC demonstrates high concordance across multiple biomarkers, suggesting that molecular testing of either the primary or liver and lung metastasis is adequate. More research on colorectal peritoneal metastases is required.
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Affiliation(s)
- D S Bhullar
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - J Barriuso
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - S Mullamitha
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - M P Saunders
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - S T O'Dwyer
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - O Aziz
- Colorectal & Peritoneal Oncology Centre, The Christie NHS Foundation Trust, Manchester, UK; Division of Cancer Sciences, School of Medical Science, Faculty of Biology, Medicine and Health, University of Manchester, UK.
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20
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Li M, Li H, Hong G, Tang Z, Liu G, Lin X, Lin M, Qi L, Guo Z. Identifying primary site of lung-limited Cancer of unknown primary based on relative gene expression orderings. BMC Cancer 2019; 19:67. [PMID: 30642283 PMCID: PMC6332677 DOI: 10.1186/s12885-019-5274-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 01/03/2019] [Indexed: 01/11/2023] Open
Abstract
Background Precise diagnosis of the tissue origin for metastatic cancer of unknown primary (CUP) is essential for deciding the treatment scheme to improve patients’ prognoses, since the treatment for the metastases is the same as their primary counterparts. The purpose of this study is to identify a robust gene signature that can predict the origin for CUPs. Methods The within-sample relative gene expression orderings (REOs) of gene pairs within individual samples, which are insensitive to experimental batch effects and data normalizations, were exploited for identifying the prediction signature. Results Using gene expression profiles of the lung-limited metastatic colorectal cancer (LmCRC), we firstly showed that the within-sample REOs in lung metastases of colorectal cancer (CRC) samples were concordant with the REOs in primary CRC samples rather than with the REOs in primary lung cancer. Based on this phenomenon, we selected five gene pairs with consistent REOs in 498 primary CRC and reversely consistent REOs in 509 lung cancer samples, which were used as a signature for predicting primary sites of metastatic CRC based on the majority voting rule. Applying the signature to 654 primary CRC and 204 primary lung cancer samples collected from multiple datasets, the prediction accuracy reached 99.36%. This signature was also applied to 24 LmCRC samples collected from three datasets produced by different laboratories and the accuracy reached 100%, suggesting that the within-sample REOs in the primary site could reveal the original tissue of metastatic cancers. Conclusions The result demonstrated that the signature based on within-sample REOs of five gene pairs could exactly and robustly identify the primary sites of CUPs.
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Affiliation(s)
- Mengyao Li
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Hongdong Li
- Department of Bioinformatics, Gannan Medical University, Ganzhou, 341000, China.
| | - Guini Hong
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Zhongjie Tang
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Guanghao Liu
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Xiaofang Lin
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Mingzhang Lin
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China
| | - Lishuang Qi
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150086, China
| | - Zheng Guo
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Department of Bioinformatics, Fujian Medical University, Fuzhou, 350001, China. .,Fujian Key Laboratory of Tumor Microbiology, Fujian Medical University, Fuzhou, 350001, China.
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21
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Molinari C, Marisi G, Passardi A, Matteucci L, De Maio G, Ulivi P. Heterogeneity in Colorectal Cancer: A Challenge for Personalized Medicine? Int J Mol Sci 2018; 19:ijms19123733. [PMID: 30477151 PMCID: PMC6321493 DOI: 10.3390/ijms19123733] [Citation(s) in RCA: 133] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 11/19/2018] [Accepted: 11/20/2018] [Indexed: 12/15/2022] Open
Abstract
High inter-patient variability and high spatial heterogeneity are features of colorectal cancer (CRC). This may influence the molecular characterization of tumor tissue, now mandatory for patients with metastatic CRC who are candidates for treatment with an anti-EGFR mAb, as false-negative results can occur, leading to non optimal therapy. Moreover, temporal molecular heterogeneity during treatment is known to influence the response to therapy and prognosis. We present a literature overview of advances made in characterizing molecular heterogeneity in CRC, underlining that the analysis of liquid biopsy could represent an efficient non-invasive tool to overcome the problem. We believe that understanding CRC heterogeneity is fundamental for a more accurate diagnosis, for selecting the best targets to ensure prolonged antitumor response, and for monitoring minimal residual disease and the onset of resistance to therapy, all essential components of successful personalized treatment.
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Affiliation(s)
- Chiara Molinari
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
| | - Giorgia Marisi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
| | - Alessandro Passardi
- Department of Medical Oncology, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
| | - Laura Matteucci
- Department of Medical Oncology, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
| | - Giulia De Maio
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
| | - Paola Ulivi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy.
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22
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Whole genome sequencing puts forward hypotheses on metastasis evolution and therapy in colorectal cancer. Nat Commun 2018; 9:4782. [PMID: 30429477 PMCID: PMC6235880 DOI: 10.1038/s41467-018-07041-z] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 10/15/2018] [Indexed: 12/23/2022] Open
Abstract
Incomplete understanding of the metastatic process hinders personalized therapy. Here we report the most comprehensive whole-genome study of colorectal metastases vs. matched primary tumors. 65% of somatic mutations originate from a common progenitor, with 15% being tumor- and 19% metastasis-specific, implicating a higher mutation rate in metastases. Tumor- and metastasis-specific mutations harbor elevated levels of BRCAness. We confirm multistage progression with new components ARHGEF7/ARHGEF33. Recurrently mutated non-coding elements include ncRNAs RP11-594N15.3, AC010091, SNHG14, 3’ UTRs of FOXP2, DACH2, TRPM3, XKR4, ANO5, CBL, CBLB, the latter four potentially dual protagonists in metastasis and efferocytosis-/PD-L1 mediated immunosuppression. Actionable metastasis-specific lesions include FAT1, FGF1, BRCA2, KDR, and AKT2-, AKT3-, and PDGFRA-3’ UTRs. Metastasis specific mutations are enriched in PI3K-Akt signaling, cell adhesion, ECM and hepatic stellate activation genes, suggesting genetic programs for site-specific colonization. Our results put forward hypotheses on tumor and metastasis evolution, and evidence for metastasis-specific events relevant for personalized therapy. The evolution and genetic nature of metastatic lesions is not completely characterized. Here the authors perform a comprehensive whole-genome study of colorectal metastases in comparison to matched primary tumors and define a multistage progression model and metastasis-specific changes that, in part, are therapeutically actionable.
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23
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Ziogas DE, Kyrochristos ID, Roukos DH. Discovering novel valid biomarkers and drugs in patient-centric genomic trials: the new epoch of precision surgical oncology. Drug Discov Today 2018; 23:1848-1872. [DOI: 10.1016/j.drudis.2018.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 07/10/2018] [Accepted: 07/26/2018] [Indexed: 12/16/2022]
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24
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Wang S, Zhang Z, Qian W, Ji D, Wang Q, Ji B, Zhang Y, Zhang C, Sun Y, Zhu C, Sun Y. Angiogenesis and vasculogenic mimicry are inhibited by 8-Br-cAMP through activation of the cAMP/PKA pathway in colorectal cancer. Onco Targets Ther 2018; 11:3765-3774. [PMID: 29997437 PMCID: PMC6033084 DOI: 10.2147/ott.s164982] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Introduction Vasculogenic mimicry (VM) describes the formation of an epithelial-independent tumor microcirculation system that differs from traditional angiogenesis. Angiogenesis and the formation of VM are closely related through the cyclic adenosine monophosphate (cAMP)/protein kinase A (PKA) pathway and the epithelial–mesenchymal transition (EMT) process. Materials and methods In this study, 8-Br-cAMP, a cAMP analog and PKA activator, was used to activate the cAMP/PKA pathway to evaluate the effects of cAMP/PKA on angiogenesis and VM in colorectal cancer (CRC) cells. We used a syngeneic model of CRC in BALB/c mice. Results We discovered that treatment with 8-Br-cAMP significantly reduced tumor number compared to control mice after the 7th, 14th, and 28th days of treatment. VM was evaluated by periodic acid–schiff (PAS)–CD31 staining, and we found that VM was inhibited by 8-Br-cAMP treatment in vivo. Immunohistochemistry confirmed the inhibition of vascular endothelial growth factor (VEGF) and cAMP and the activation of PKA by 8-Br-cAMP; quantitative real-time-PCR (qRT-PCR) demonstrated that 8-Br-cAMP regulated the expression of vascular endothelial (VE)-cadherin, matrix metalloproteinase 2 (MMP2), ephrin type-A receptor 2 (EphA2), and VEGF in vivo. Experiments in vitro revealed that treatment with 8-Br-cAMP and U0126 decreased VEGF expression through PKA–ERK in CT26 cells by qRT-PCR. We further confirmed that tube formation of human umbilical vein endothelial cells was inhibited by 8-Br-cAMP in vitro. Discussion This study demonstrates that angiogenesis and VM are inhibited by 8-Br-cAMP treatment. Our data indicate that 8-Br-cAMP acts through the cAMP/PKA–ERK pathway and through EMT processes in CRC. These findings provide an insight into mechanisms of CRC and suggest that the cAMP/PKA–ERK pathway is a novel potential therapeutic target for the treatment of CRC.
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Affiliation(s)
- Sen Wang
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Zhiyuan Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Wenwei Qian
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Dongjian Ji
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Qingyuan Wang
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Bing Ji
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Yue Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Chuan Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Ye Sun
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Chunyan Zhu
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
| | - Yueming Sun
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China,
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25
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Cheng J, Song X, Ao L, Chen R, Chi M, Guo Y, Zhang J, Li H, Zhao W, Guo Z, Wang X. Shared liver-like transcriptional characteristics in liver metastases and corresponding primary colorectal tumors. J Cancer 2018; 9:1500-1505. [PMID: 29721060 PMCID: PMC5929095 DOI: 10.7150/jca.23017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 01/27/2018] [Indexed: 12/21/2022] Open
Abstract
Background & Aims: Primary tumors of colorectal carcinoma (CRC) with liver metastasis might gain some liver-specific characteristics to adapt the liver micro-environment. This study aims to reveal potential liver-like transcriptional characteristics associated with the liver metastasis in primary colorectal carcinoma. Methods: Among the genes up-regulated in normal liver tissues versus normal colorectal tissues, we identified “liver-specific” genes whose expression levels ranked among the bottom 10% (“unexpressed”) of all measured genes in both normal colorectal tissues and primary colorectal tumors without metastasis. These liver-specific genes were investigated for their expressions in both the primary tumors and the corresponding liver metastases of seven primary CRC patients with liver metastasis using microdissected samples. Results: Among the 3958 genes detected to be up-regulated in normal liver tissues versus normal colorectal tissues, we identified 12 liver-specific genes and found two of them, ANGPTL3 and CFHR5, were unexpressed in microdissected primary colorectal tumors without metastasis but expressed in both microdissected liver metastases and corresponding primary colorectal tumors (Fisher's exact test, P < 0.05). Genes co-expressed with ANGPTL3 and CFHR5 were significantly enriched in metabolism pathways characterizing liver tissues, including “starch and sucrose metabolism” and “drug metabolism-cytochrome P450”. Conclusions: For primary CRC with liver metastasis, both the liver metastases and corresponding primary colorectal tumors may express some liver-specific genes which may help the tumor cells adapt the liver micro-environment.
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Affiliation(s)
- Jun Cheng
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Xuekun Song
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150086, China
| | - Lu Ao
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Rou Chen
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Meirong Chi
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - You Guo
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Jiahui Zhang
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Hongdong Li
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
| | - Wenyuan Zhao
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150086, China
| | - Zheng Guo
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China.,Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150086, China.,Fujian Key Laboratory of Tumor Microbiology, Fujian Medical University, Fuzhou, 350122, China
| | - Xianlong Wang
- Fujian Key Laboratory of Medical Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, 350122, China
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26
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Joung JG, Ha SY, Bae JS, Nam JY, Gwak GY, Lee HO, Son DS, Park CK, Park WY. Nonlinear tumor evolution from dysplastic nodules to hepatocellular carcinoma. Oncotarget 2018; 8:2076-2082. [PMID: 27409339 PMCID: PMC5356781 DOI: 10.18632/oncotarget.10502] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2015] [Accepted: 05/17/2016] [Indexed: 12/21/2022] Open
Abstract
Dysplastic nodules are premalignant neoplastic nodules found in explanted livers with cirrhosis. Genetic signatures of premalignant dysplastic nodules (DNs) with concurrent hepatocellular carcinoma (HCC) may provide an insight in the molecular evolution of hepatocellular carcinogenesis. We analyzed four patients with multifocal nodular lesions and cirrhotic background by whole-exome sequencing (WES). The genomic profiles of somatic single nucleotide variations (SNV) and copy number variations (CNV) in DNs were compared to those of HCCs. The number and variant allele frequency of somatic SNVs of DNs and HCCs in each patient was identical along the progression of pathological grade. The somatic SNVs in DNs showed little conservation in HCC. Additionally, CNVs showed no conservation. Phylogenetic analysis based on SNVs and copy number profiles indicated a nonlinear segregation pattern, implying independent development of DNs and HCC in each patient. Thus, somatic mutations in DNs may be developed separately from other malignant nodules in the same liver, suggesting a nonlinear model for hepatocarcinogenesis from DNs to HCC.
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Affiliation(s)
- Je-Gun Joung
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sang Yun Ha
- Departments of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Joon Seol Bae
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae-Yong Nam
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Samsung Advanced Institute for Health Sciences and Technology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Geum-Youn Gwak
- Departments of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hae-Ock Lee
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Departments of Molecular Cell Biology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Dae-Soon Son
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Samsung Biomedical Research Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Cheol-Keun Park
- Departments of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Woong-Yang Park
- Samsung Genome Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Samsung Advanced Institute for Health Sciences and Technology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Departments of Molecular Cell Biology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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27
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Kawamata F, Patch AM, Nones K, Bond C, McKeone D, Pearson SA, Homma S, Liu C, Fennell L, Dumenil T, Hartel G, Kobayasi N, Yokoo H, Fukai M, Nishihara H, Kamiyama T, Burge ME, Karapetis CS, Taketomi A, Leggett B, Waddell N, Whitehall V. Copy number profiles of paired primary and metastatic colorectal cancers. Oncotarget 2017; 9:3394-3405. [PMID: 29423054 PMCID: PMC5790471 DOI: 10.18632/oncotarget.23277] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 11/20/2017] [Indexed: 02/07/2023] Open
Abstract
Liver metastasis is the major cause of death following a diagnosis of colorectal cancer (CRC). In this study, we compared the copy number profiles of paired primary and liver metastatic CRC to better understand how the genomic structure of primary CRC differs from the metastasis. Paired primary and metastatic tumors from 16 patients and their adjacent normal tissue samples were analyzed using single nucleotide polymorphism arrays. Genome-wide chromosomal copy number alterations were assessed, with particular attention to 188 genes known to be somatically altered in CRC and 24 genes that are clinically actionable in CRC. These data were analyzed with respect to the timing of primary and metastatic tissue resection and with exposure to chemotherapy. The genomic differences between the tumor and paired metastases revealed an average copy number discordance of 22.0%. The pairs of tumor samples collected prior to treatment revealed significantly higher copy number differences compared to post-therapy liver metastases (P = 0.014). Loss of heterozygosity acquired in liver metastases was significantly higher in previously treated liver metastasis samples compared to treatment naive liver metastasis samples (P = 0.003). Amplification of the clinically actionable genes ERBB2, FGFR1, PIK3CA or CDK8 was observed in the metastatic tissue of 4 patients but not in the paired primary CRC. These examples highlight the intra-patient genomic discrepancies that can occur between metastases and the primary tumors from which they arose. We propose that precision medicine strategies may therefore identify different actionable targets in metastatic tissue, compared to primary tumors, due to substantial genomic differences.
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Affiliation(s)
- Futoshi Kawamata
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia.,Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Ann-Marie Patch
- Medical Genomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Katia Nones
- Medical Genomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Catherine Bond
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Diane McKeone
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sally-Ann Pearson
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Shigenori Homma
- Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Cheng Liu
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia.,The University of Queensland, Brisbane, Australia
| | - Lochlan Fennell
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Troy Dumenil
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Gunter Hartel
- Statistics Group, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Nozomi Kobayasi
- Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Hideki Yokoo
- Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Moto Fukai
- Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | | | | | | | | | | | - Barbara Leggett
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia.,The University of Queensland, Brisbane, Australia.,Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - Nicola Waddell
- Medical Genomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia.,The University of Queensland, Brisbane, Australia
| | - Vicki Whitehall
- Conjoint Gastroenterology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia.,The University of Queensland, Brisbane, Australia.,Pathology Queensland, Brisbane, Australia
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28
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Oh BY, Cho J, Hong HK, Bae JS, Park WY, Joung JG, Cho YB. Exome and transcriptome sequencing identifies loss of PDLIM2 in metastatic colorectal cancers. Cancer Manag Res 2017; 9:581-589. [PMID: 29184442 PMCID: PMC5685135 DOI: 10.2147/cmar.s149002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Background Understanding the genomic determinants associated with metastasis in colorectal cancers (CRCs) provides crucial clues for improving patient care. Patients and methods In this study, we performed whole-exome sequencing as well as RNA sequencing analyses on five pairs of primary and liver metastasized samples from CRC patients together with blood/normal control samples for each pair. Results We identified genomic deletions in the region of 8p21-23 (q value <0.01) from analysis of recurrent regions with copy number variations in both primary and matched metastatic lesions. Consistent with this result, we found significantly decreased expression levels of all 12 genes (ADAMDEC1, C8orf80, CLDN23, EPHX2, GFRA2, NEFL, NEFM, PDLIM2, PTK2B, SCARA5, SLC18A1 and STMN4) located within this region (adjusted P<0.01). Notably, the mRNA levels of PDLIM2, a key regulator of well-known cancer-associated genes including the proto-oncogene c-MYC, an early response gene IER3, and regulators of apoptosis such as BCL2, FAS, and FASLG, were highly downregulated in tumors compared to normal tissues. Conclusion Taken together, our findings uncovered various genomic alterations potentially leading to metastasis in CRC and provide important insights into the development of potential therapeutic targets for preventing metastatic progression of CRC.
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Affiliation(s)
- Bo Young Oh
- Department of Surgery, College of Medicine, Ewha Womans University, Seoul
| | - Jeonghee Cho
- Department of Nanobiomedical Science, Dankook University, Cheonan
| | - Hye Kyung Hong
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | | | - Woong-Yang Park
- Samsung Genome Institute, Samsung Medical Center.,Department of Health Sciences and Technology, Samsung Advanced Institute for Health Science and Technology, Sungkyunkwan University.,Department of Molecular Cell Biology, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Je-Gun Joung
- Samsung Genome Institute, Samsung Medical Center
| | - Yong Beom Cho
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine.,Department of Health Sciences and Technology, Samsung Advanced Institute for Health Science and Technology, Sungkyunkwan University
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29
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Leung ML, Davis A, Gao R, Casasent A, Wang Y, Sei E, Vilar E, Maru D, Kopetz S, Navin NE. Single-cell DNA sequencing reveals a late-dissemination model in metastatic colorectal cancer. Genome Res 2017; 27:1287-1299. [PMID: 28546418 PMCID: PMC5538546 DOI: 10.1101/gr.209973.116] [Citation(s) in RCA: 146] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 05/23/2017] [Indexed: 12/31/2022]
Abstract
Metastasis is a complex biological process that has been difficult to delineate in human colorectal cancer (CRC) patients. A major obstacle in understanding metastatic lineages is the extensive intra-tumor heterogeneity at the primary and metastatic tumor sites. To address this problem, we developed a highly multiplexed single-cell DNA sequencing approach to trace the metastatic lineages of two CRC patients with matched liver metastases. Single-cell copy number or mutational profiling was performed, in addition to bulk exome and targeted deep-sequencing. In the first patient, we observed monoclonal seeding, in which a single clone evolved a large number of mutations prior to migrating to the liver to establish the metastatic tumor. In the second patient, we observed polyclonal seeding, in which two independent clones seeded the metastatic liver tumor after having diverged at different time points from the primary tumor lineage. The single-cell data also revealed an unexpected independent tumor lineage that did not metastasize, and early progenitor clones with the "first hit" mutation in APC that subsequently gave rise to both the primary and metastatic tumors. Collectively, these data reveal a late-dissemination model of metastasis in two CRC patients and provide an unprecedented view of metastasis at single-cell genomic resolution.
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Affiliation(s)
- Marco L Leung
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, Texas 77030, USA
| | - Alexander Davis
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, Texas 77030, USA
| | - Ruli Gao
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Anna Casasent
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, Texas 77030, USA
| | - Yong Wang
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Emi Sei
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | | | | | | | - Nicholas E Navin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, Texas 77030, USA
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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30
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Wang S, Zhang C, Zhang Z, Qian W, Sun Y, Ji B, Zhang Y, Zhu C, Ji D, Wang Q, Sun Y. Transcriptome analysis in primary colorectal cancer tissues from patients with and without liver metastases using next-generation sequencing. Cancer Med 2017; 6:1976-1987. [PMID: 28745433 PMCID: PMC5548889 DOI: 10.1002/cam4.1147] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 06/06/2017] [Accepted: 06/25/2017] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer worldwide and liver metastases are the leading cause of death in patients with CRC. In this study, we performed next-generation sequencing profiling on primary colorectal tumor tissues obtained from three CRC patients with liver metastases and three CRC patients without liver metastases to identify differentially expressed genes (DEGs) that might be responsible for the metastases process. After filtering 2690 DEGs, comprising 996 upregulated and 1694 downregulated RNAs, 22 upregulated and 73 downregulated DEGs were identified. Gene ontology (GO) and pathway analyses were performed to determine the underlying mechanisms. Single-organism process (biological process), cell (cellular component), and binding (molecular function) were the most related terms in the GO analysis. We selected the top 13 upregulated and top 12 downregulated genes by fold change to verify their differential expression using quantitative real-time reverse transcription PCR (qRT-PCR) and immunohistochemistry (IHC). The validation showed that three most significantly upregulated DEGs were HOXD10, UGT2A3, and SLC13A2, whereas the five most significantly downregulated DEGs were SPP1, CXCL8, MMP3, OSM, and CXCL6, respectively. These aberrantly expressed genes may play pivotal roles in promoting or inhibiting metastases. Further studies are required to determine the functions of DEGs to promote the diagnosis of metastases and provide novel chemotherapy targets.
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Affiliation(s)
- Sen Wang
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Chuan Zhang
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Zhiyuan Zhang
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Wenwei Qian
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Ye Sun
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Bing Ji
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Yue Zhang
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Chunyan Zhu
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Dongjian Ji
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Qingyuan Wang
- The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, 210029, China
| | - Yueming Sun
- Department of Colorectal Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, 210029, China
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31
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Connor AA, Gallinger S. Next generation sequencing of pancreatic ductal adenocarcinoma: right or wrong? Expert Rev Gastroenterol Hepatol 2017; 11:683-694. [PMID: 28460572 DOI: 10.1080/17474124.2017.1324296] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has the highest mortality rate of all epithelial malignancies and a paradoxically rising incidence rate. Clinical translation of next generation sequencing (NGS) of tumour and germline samples may ameliorate outcomes by identifying prognostic and predictive genomic and transcriptomic features in appreciable fractions of patients, facilitating enrolment in biomarker-matched trials. Areas covered: The literature on precision oncology is reviewed. It is found that outcomes may be improved across various malignancies, and it is suggested that current issues of adequate tissue acquisition, turnaround times, analytic expertise and clinical trial accessibility may lessen as experience accrues. Also reviewed are PDAC genomic and transcriptomic NGS studies, emphasizing discoveries of promising biomarkers, though these require validation, and the fraction of patients that will benefit from these outside of the research setting is currently unknown. Expert commentary: Clinical use of NGS with PDAC should be used in investigational contexts in centers with multidisciplinary expertise in cancer sequencing and pancreatic cancer management. Biomarker directed studies will improve our understanding of actionable genomic variation in PDAC, and improve outcomes for this challenging disease.
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Affiliation(s)
- Ashton A Connor
- a PanCuRx Translational Research Initiative , Ontario Institute for Cancer Research , Toronto , Ontario , Canada.,b Lunenfeld-Tanenbaum Research Institute , Mount Sinai Hospital , Toronto , Ontario , Canada.,c Hepatobiliary/Pancreatic Surgical Oncology Program , University Health Network , Toronto , Ontario , Canada
| | - Steven Gallinger
- a PanCuRx Translational Research Initiative , Ontario Institute for Cancer Research , Toronto , Ontario , Canada.,b Lunenfeld-Tanenbaum Research Institute , Mount Sinai Hospital , Toronto , Ontario , Canada.,c Hepatobiliary/Pancreatic Surgical Oncology Program , University Health Network , Toronto , Ontario , Canada
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32
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Noguchi R, Yamaguchi K, Ikenoue T, Terakado Y, Ohta Y, Yamashita N, Kainuma O, Yokoi S, Maru Y, Nagase H, Furukawa Y. Genetic alterations in Japanese extrahepatic biliary tract cancer. Oncol Lett 2017; 14:877-884. [PMID: 28693246 DOI: 10.3892/ol.2017.6224] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 11/30/2016] [Indexed: 02/07/2023] Open
Abstract
Biliary tract cancer (BTC) is one of the most devastating types of malignant neoplasms worldwide. However, the mechanisms underlying the development and progression of BTC remain unresolved. BTC includes extrahepatic bile duct carcinoma (EBDC), gallbladder carcinoma (GBC) and ampulla of Vater carcinoma (AVC), named according to the location of the tumor. Although genetic alterations of intrahepatic cholangiocarcinoma have been investigated, those of EBDC, GBC and AVC have not yet been fully understood. The present study analyzed somatic mutations of 50 cancer-associated genes in 27 Japanese BTC cells, including: 11 EBDC, 14 GBC and 2 AVC. Next-generation sequencing using an Ion AmpliSeq Cancer Panel identified a total of 44 somatic mutations across 14 cancer-associated genes. Among the 44 mutations, 42 were judged as pathological mutations. Frequent mutations were identified in tumor protein 53 (TP53) (14/27), SMAD family member 4 (SMAD4) (6/27), phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit α (PIK3CA) (6/27), and Kirsten rat sarcoma (KRAS) (6/27); no significant differences were identified between EBDC and GBC tissues. Notably, the frequency of the PIK3CA mutation was higher when compared with previous reports. This result may suggest that the activation of the PIK3CA-protein kinase B signaling pathway, in addition to the abrogation of p53, SMAD4 and RAS mitogen-activated protein kinase may have a crucial role in the carcinogenesis of Japanese BTC. These findings may be useful for the development of personalized therapies for BTC.
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Affiliation(s)
- Rei Noguchi
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Kiyoshi Yamaguchi
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Tsuneo Ikenoue
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Yumi Terakado
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Yasunori Ohta
- Department of Pathology, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Naohide Yamashita
- Department of Advanced Medical Science, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Osamu Kainuma
- Department of Gastroenterological Surgery, Chiba Cancer Center Hospital, Chiba 260-8718, Japan
| | - Sana Yokoi
- Division of Translational Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Yoshiaki Maru
- Division of Cancer Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Hiroki Nagase
- Division of Cancer Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Yoichi Furukawa
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
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33
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Jafri MA, Al-Qahtani MH, Shay JW. Role of miRNAs in human cancer metastasis: Implications for therapeutic intervention. Semin Cancer Biol 2017; 44:117-131. [PMID: 28188828 DOI: 10.1016/j.semcancer.2017.02.004] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 02/03/2017] [Accepted: 02/06/2017] [Indexed: 12/23/2022]
Abstract
Metastasis is the spread and growth of localized cancer to new locations in the body and is considered the main cause of cancer-related deaths. Metastatic cancer cells display distinct genomic and epigenomic profiles and almost universally an aggressive pathophysiology. A better understanding of the molecular mechanisms and regulation of metastasis, including how metastatic tumors grow and survive in the nascent niche and the interactions of the emergent metastatic cancer cells within the local microenvironment may provide tools to design strategies to restrict metastatic dissemination. Aberrant microRNAs (miRNA) expression has been reported in metastatic cancer cells. MicroRNAs are known to regulate divergent and/or convergent metastatic gene pathways including activation of reprogramming switches during metastasis. An in-depth understanding of role of miRNAs in the metastatic cascade may lead to the identification of novel targets for anti-metastatic therapeutics as well as potential candidate miRNAs for cancer treatment. This review primarily focuses on the role of miRNAs in the mechanisms of cancer metastasis as well as implications for metastatic cancer treatment.
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Affiliation(s)
- Mohammad Alam Jafri
- Center of Excellence for Genomic Medicine Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | | | - Jerry William Shay
- Center of Excellence for Genomic Medicine Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia; Department of Cell Biology, University of Texas, Southwestern Medical Center, Dallas, TX 75390, USA.
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34
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Ng SB, Chua C, Ng M, Gan A, Poon PSY, Teo M, Fu C, Leow WQ, Lim KH, Chung A, Koo SL, Choo SP, Ho D, Rozen S, Tan P, Wong M, Burkholder WF, Tan IB. Individualised multiplexed circulating tumour DNA assays for monitoring of tumour presence in patients after colorectal cancer surgery. Sci Rep 2017; 7:40737. [PMID: 28102343 PMCID: PMC5244357 DOI: 10.1038/srep40737] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 11/24/2016] [Indexed: 02/08/2023] Open
Abstract
Circulating tumour DNA (ctDNA) has the potential to be a specific biomarker for the monitoring of tumours in patients with colorectal cancer (CRC). Here, our aim was to develop a personalised surveillance strategy to monitor the clinical course of CRC after surgery. We developed patient-specific ctDNA assays based on multiplexed detection of somatic mutations identified from patient primary tumours, and applied them to detect ctDNA in 44 CRC patients, analysing a total of 260 plasma samples. We found that ctDNA detection correlated with clinical events - it is detectable in pre-operative but not post-operative plasma, and also in patients with recurrent CRC. We also detected ctDNA in 11 out of 15 cases at or before clinical or radiological recurrence of CRC, indicating the potential of our assay for early detection of metastasis. We further present data from a patient with multiple primary cancers to demonstrate the specificity of our assays to distinguish between CRC recurrence and a second primary cancer. Our approach can complement current methods for surveillance of CRC by adding an individualised biological component, allowing us not only to point to the presence of residual or recurrent disease, but also attribute it to the original cancer.
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Affiliation(s)
- Sarah B. Ng
- Microfluidics Systems Biology, Institute of Molecular and Cell Biology, Singapore
| | - Clarinda Chua
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Matthew Ng
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Anna Gan
- Genome Institute of Singapore, Singapore
| | - Polly SY Poon
- Microfluidics Systems Biology, Institute of Molecular and Cell Biology, Singapore
| | - Melissa Teo
- Division of Surgical Oncology, National Cancer Centre Singapore, Singapore
| | - Cherylin Fu
- Department of Colorectal Surgery, Singapore General Hospital, Singapore
| | - Wei Qiang Leow
- Department of Pathology Anatomical Pathology, Singapore General Hospital, Singapore
| | - Kiat Hon Lim
- Department of Pathology Anatomical Pathology, Singapore General Hospital, Singapore
| | - Alexander Chung
- Department of Hepatopancreatobiliary/Transplant Surgery, Singapore General Hospital, Singapore
| | - Si-Lin Koo
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Su Pin Choo
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Danliang Ho
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Steve Rozen
- Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | - Patrick Tan
- Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore
- Cancer Science Institute, National University of Singapore, Singapore
| | - Mark Wong
- Department of Colorectal Surgery, Singapore General Hospital, Singapore
| | | | - Iain Beehuat Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Genome Institute of Singapore, Singapore
- Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore
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35
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CD133 expression may be useful as a prognostic indicator in colorectal cancer, a tool for optimizing therapy and supportive evidence for the cancer stem cell hypothesis: a meta-analysis. Oncotarget 2017; 7:10023-36. [PMID: 26840260 PMCID: PMC4891101 DOI: 10.18632/oncotarget.7054] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Accepted: 12/08/2015] [Indexed: 12/14/2022] Open
Abstract
We performed a meta-analysis of CD133-related clinical data to investigate the role of cancer stem cells (CSCs) in the clinical outcomes of colorectal cancer (CRC) patients, analyzing the effectiveness of various therapeutic strategies and examining the validity of the CSC hypothesis. For 28 studies (4546 patients), the relative risk (RR) to survival outcomes associated with CD133+ CRCs were calculated using STATA 12.0 software. Pooled results showed that CD133High patients had poor 5-year overall survival (RR 0.713, 95% CI 0·616-0·826) and 5-year disease free survival (RR 0·707, 95% CI 0·602-0·831). Both associations were consistently observed across different races, research techniques and therapeutic strategies. In a subgroup receiving adjuvant therapy, CD133Low patients achieved significantly better survival than CD133High patients. The findings suggest that CD133 could serve as a predictive marker of poor prognosis and treatment failure in CRC. CD133Low patients could benefit from adjuvant treatments, while CD133High patients should be given novel treatments besides adjuvant therapy. Our results also provide evidence in support of the CSC hypothesis.
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36
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Suzuki Y, Ng SB, Chua C, Leow WQ, Chng J, Liu SY, Ramnarayanan K, Gan A, Ho DL, Ten R, Su Y, Lezhava A, Lai JH, Koh D, Lim KH, Tan P, Rozen SG, Tan IB. Multiregion ultra-deep sequencing reveals early intermixing and variable levels of intratumoral heterogeneity in colorectal cancer. Mol Oncol 2016; 11:124-139. [PMID: 28145097 PMCID: PMC5527459 DOI: 10.1002/1878-0261.12012] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 09/07/2016] [Indexed: 12/11/2022] Open
Abstract
Intratumor heterogeneity (ITH) contributes to cancer progression and chemoresistance. We sought to comprehensively describe ITH of somatic mutations, copy number, and transcriptomic alterations involving clinically and biologically relevant gene pathways in colorectal cancer (CRC). We performed multiregion, high‐depth (384× on average) sequencing of 799 cancer‐associated genes in 24 spatially separated primary tumor and nonmalignant tissues from four treatment‐naïve CRC patients. We then used ultra‐deep sequencing (17 075× on average) to accurately verify the presence or absence of identified somatic mutations in each sector. We also digitally measured gene expression and copy number alterations using NanoString assays. We identified the subclonal point mutations and determined the mutational timing and phylogenetic relationships among spatially separated sectors of each tumor. Truncal mutations, those shared by all sectors in the tumor, affected the well‐described driver genes such as APC, TP53, and KRAS. With sequencing at 17 075×, we found that mutations first detected at a sequencing depth of 384× were in fact more widely shared among sectors than originally assessed. Interestingly, ultra‐deep sequencing also revealed some mutations that were present in all spatially dispersed sectors, but at subclonal levels. Ultra‐high‐depth validation sequencing, copy number analysis, and gene expression profiling provided a comprehensive and accurate genomic landscape of spatial heterogeneity in CRC. Ultra‐deep sequencing allowed more sensitive detection of somatic mutations and a more accurate assessment of ITH. By detecting the subclonal mutations with ultra‐deep sequencing, we traced the genomic histories of each tumor and the relative timing of mutational events. We found evidence of early mixing, in which the subclonal ancestral mutations intermixed across the sectors before the acquisition of subsequent nontruncal mutations. Our findings also indicate that different CRC patients display markedly variable ITH, suggesting that each patient's tumor possesses a unique genomic history and spatial organization.
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Affiliation(s)
- Yuka Suzuki
- Centre for Computational Biology, Duke-NUS Medical School, Singapore, Singapore.,Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore
| | - Sarah Boonhsi Ng
- Institute of Cellular and Molecular Biology, Singapore, Singapore
| | - Clarinda Chua
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Wei Qiang Leow
- Department of Pathology, Singapore General Hospital, Singapore
| | - Jermain Chng
- Genome Institute of Singapore, A*STAR, Singapore
| | - Shi Yang Liu
- Centre for Computational Biology, Duke-NUS Medical School, Singapore, Singapore.,Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore
| | - Kalpana Ramnarayanan
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore
| | - Anna Gan
- Genome Institute of Singapore, A*STAR, Singapore
| | - Dan Liang Ho
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore.,Genome Institute of Singapore, A*STAR, Singapore
| | - Rachel Ten
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Yan Su
- Genome Institute of Singapore, A*STAR, Singapore
| | | | - Jiunn Herng Lai
- Department of Colorectal Surgery, Singapore General Hospital, Singapore
| | - Dennis Koh
- Colorectal Practice, Mount Elizabeth Medical Centre, Singapore, Singapore
| | - Kiat Hon Lim
- Department of Pathology, Singapore General Hospital, Singapore
| | - Patrick Tan
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore.,Genome Institute of Singapore, A*STAR, Singapore.,Cancer Science Institute, National University of Singapore, Singapore
| | - Steven G Rozen
- Centre for Computational Biology, Duke-NUS Medical School, Singapore, Singapore.,Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore
| | - Iain Beehuat Tan
- Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore.,Department of Medical Oncology, National Cancer Centre Singapore, Singapore.,Genome Institute of Singapore, A*STAR, Singapore
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37
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Kovaleva V, Geissler AL, Lutz L, Fritsch R, Makowiec F, Wiesemann S, Hopt UT, Passlick B, Werner M, Lassmann S. Spatio-temporal mutation profiles of case-matched colorectal carcinomas and their metastases reveal unique de novo mutations in metachronous lung metastases by targeted next generation sequencing. Mol Cancer 2016; 15:63. [PMID: 27756406 PMCID: PMC5069823 DOI: 10.1186/s12943-016-0549-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 10/06/2016] [Indexed: 12/13/2022] Open
Abstract
Background Targeted next generation sequencing (tNGS) has become part of molecular pathology diagnostics for determining RAS mutation status in colorectal cancer (CRC) patients as predictive tool for decision on EGFR-targeted therapy. Here, we investigated mutation profiles of case-matched tissue specimens throughout the disease course of CRC, to further specify RAS-status dynamics and to identify de novo mutations associated with distant metastases. Methods Case-matched formalin-fixed and paraffin-embedded (FFPE) resection specimens (n = 70; primary tumours, synchronous and/or metachronous liver and/or lung metastases) of 14 CRC cases were subjected to microdissection of normal colonic epithelial, primary and metastatic tumour cells, their DNA extraction and an adapted library protocol for limited DNA using the 48 gene TruSeq Amplicon Cancer PanelTM, MiSeq sequencing and data analyses (Illumina). Results By tNGS primary tumours were RAS wildtype in 5/14 and mutated in 9/14 (8/9 KRAS exon 2; 1/9 NRAS Exon 3) of cases. RAS mutation status was maintained in case-matched metastases throughout the disease course, albeit with altered allele frequencies. Case-matched analyses further identified a maximum of three sequence variants (mainly in APC, KRAS, NRAS, TP53) shared by all tumour specimens throughout the disease course per individual case. In addition, further case-matched de novo mutations were detected in synchronous and/or metachronous liver and/or lung metastases (e.g. in APC, ATM, FBXW7, FGFR3, GNAQ, KIT, PIK3CA, PTEN, SMAD4, SMO, STK11, TP53, VHL). Moreover, several de novo mutations were more frequent in synchronous (e.g. ATM, KIT, PIK3CA, SMAD4) or metachronous (e.g. FBXW7, SMO, STK11) lung metastases. Finally, some de novo mutations occurred only in metachronous lung metastases (CDKN2A, FGFR2, GNAS, JAK3, SRC). Conclusion Together, this study employs an adapted FFPE-based tNGS approach to confirm conservation of RAS mutation status in primary and metastatic tissue specimens of CRC patients. Moreover, it identifies genes preferentially mutated de novo in late disease stages of metachronous CRC lung metastases, several of which might be actionable by targeted therapies. Electronic supplementary material The online version of this article (doi:10.1186/s12943-016-0549-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Valentina Kovaleva
- Institute for Surgical Pathology, Medical Center-Faculty of Medicine, University of Freiburg, Breisacherstr. 115A, 79106, Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna-Lena Geissler
- Institute for Surgical Pathology, Medical Center-Faculty of Medicine, University of Freiburg, Breisacherstr. 115A, 79106, Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Lisa Lutz
- Institute for Surgical Pathology, Medical Center-Faculty of Medicine, University of Freiburg, Breisacherstr. 115A, 79106, Freiburg, Germany
| | - Ralph Fritsch
- Department of Medicine I, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Frank Makowiec
- Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of General and Visceral Surgery, Medical Center- Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sebastian Wiesemann
- Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of Thoracic Surgery, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ulrich T Hopt
- Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of General and Visceral Surgery, Medical Center- Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Bernward Passlick
- Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of Thoracic Surgery, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Martin Werner
- Institute for Surgical Pathology, Medical Center-Faculty of Medicine, University of Freiburg, Breisacherstr. 115A, 79106, Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Silke Lassmann
- Institute for Surgical Pathology, Medical Center-Faculty of Medicine, University of Freiburg, Breisacherstr. 115A, 79106, Freiburg, Germany. .,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Comprehensive Cancer Center Freiburg, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany. .,BIOSS Centre for Biological Signaling Studies, University of Freiburg, Freiburg, Germany.
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38
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Zhang F, Cheong JK. The renewed battle against RAS-mutant cancers. Cell Mol Life Sci 2016; 73:1845-58. [PMID: 26892781 PMCID: PMC11108322 DOI: 10.1007/s00018-016-2155-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 01/28/2016] [Accepted: 02/01/2016] [Indexed: 12/13/2022]
Abstract
The RAS genes encode for members of a large superfamily of guanosine-5'-triphosphate (GTP)-binding proteins that control diverse intracellular signaling pathways to promote cell proliferation. Somatic mutations in the RAS oncogenes are the most common activating lesions found in human cancers. These mutations invariably result in the gain-of-function of RAS by impairing GTP hydrolysis and are frequently associated with poor responses to standard cancer therapies. In this review, we summarize key findings of past and present landmark studies that have deepened our understanding of the RAS biology in the context of oncogenesis. We also discuss how emerging areas of research could further bolster a renewed global effort to target the largely undruggable oncogenic RAS and/or its activated downstream effector signaling cascades to achieve better treatment outcomes for RAS-mutant cancer patients.
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Affiliation(s)
- Fuquan Zhang
- Programme in Cancer and Stem Cell Biology, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore
| | - Jit Kong Cheong
- Programme in Cancer and Stem Cell Biology, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.
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39
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Lund T. Treatment Opportunities for Colorectal Liver Metastases. EUROPEAN MEDICAL JOURNAL 2016. [DOI: 10.33590/emj/10311794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023] Open
Abstract
Colorectal liver metastases (CLM) are the most common hepatic malignancy and are caused by disseminated tumour cells (DTCs) seeded early in the tumourigenesis of colorectal cancer. Despite optimal treatment, CLM are associated with high mortality rates. This review provides an overview of three promising strategies to extend survival in CLM: treatment of DTCs, immunotherapy, and new surgical resection techniques.
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Affiliation(s)
- Tormod Lund
- Surgical Department, Vestre Viken Hospital Trust, Drammen, Norway
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40
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Løes IM, Immervoll H, Sorbye H, Angelsen JH, Horn A, Knappskog S, Lønning PE. Impact of KRAS, BRAF, PIK3CA, TP53 status and intraindividual mutation heterogeneity on outcome after liver resection for colorectal cancer metastases. Int J Cancer 2016; 139:647-56. [PMID: 26991344 PMCID: PMC5071774 DOI: 10.1002/ijc.30089] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 01/22/2016] [Accepted: 03/02/2016] [Indexed: 12/22/2022]
Abstract
We determined prognostic impact of KRAS, BRAF, PIK3CA and TP53 mutation status and mutation heterogeneity among 164 colorectal cancer (CRC) patients undergoing liver resections for metastatic disease. Mutation status was determined by Sanger sequencing of a total of 422 metastatic deposits. In univariate analysis, KRAS (33.5%), BRAF (6.1%) and PIK3CA (13.4%) mutations each predicted reduced median time to relapse (TTR) (7 vs. 22, 3 vs. 16 and 4 vs. 17 months; p < 0.001, 0.002 and 0.023, respectively). KRAS and BRAF mutations also predicted a reduced median disease‐specific survival (DSS) (29 vs. 51 and 16 vs. 49 months; p <0.001 and 0.008, respectively). No effect of TP53 (60.4%) mutation status was observed. Postoperative, but not preoperative chemotherapy improved both TTR and DSS (p < 0.001 for both) with no interaction with gene mutation status. Among 94 patients harboring two or more metastatic deposits, 13 revealed mutation heterogeneity across metastatic deposits for at least one gene. Mutation heterogeneity predicted reduced median DSS compared to homogeneous mutations (18 vs. 37 months; p = 0.011 for all genes; 16 vs. 26 months; p < 0.001 analyzing BRAF or KRAS mutations separately). In multivariate analyses, KRAS or BRAF mutations consistently predicted poor TRR and DSS. Mutation heterogeneity robustly predicted DSS but not TTR, while postoperative chemotherapy improved both TTR and DSS. Our findings indicate that BRAF and KRAS mutations as well as mutation heterogeneity predict poor outcome in CRC patients subsequent to liver resections and might help guide treatment decisions. What's new? Preliminary evidence suggests that poor outcome after liver resection in metastatic colorectal cancer (CRC) is predicted by mutations in KRAS and BRAF and by intra‐individual heterogeneity involving copy number alterations that vary from one metastatic lesion to the next. Little is known, however, about the clinical implications of intra‐individual mutation heterogeneity in CRC. Here, in a comparison of KRAS and BRAF wild‐type status, mutational homogeneity, and mutational heterogeneity, mutation heterogeneity was found to be the strongest predict or of reduced disease‐specific survival following liver resection in metastatic CRC. Knowledge of intra‐individual mutation heterogeneity in KRAS and BRAF in CRC could facilitate therapeutic decisions.
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Affiliation(s)
- Inger Marie Løes
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | | | - Halfdan Sorbye
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Jon-Helge Angelsen
- Department of Clinical Medicine, University of Bergen, Bergen, Norway.,Department of Digestive Surgery, Haukeland University Hospital, Bergen, Norway
| | - Arild Horn
- Department of Digestive Surgery, Haukeland University Hospital, Bergen, Norway
| | - Stian Knappskog
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Per Eystein Lønning
- Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
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41
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Wang SR, Malik S, Tan IB, Chan YS, Hoi Q, Ow JL, He CZ, Ching CE, Poh DYS, Seah HM, Cheung KHT, Perumal D, Devasia AG, Pan L, Ang S, Lee SE, Ten R, Chua C, Tan DSW, Qu JZZ, Bylstra YM, Lim L, Lezhava A, Ng PC, Wong CW, Lim T, Tan P. Technical Validation of a Next-Generation Sequencing Assay for Detecting Actionable Mutations in Patients with Gastrointestinal Cancer. J Mol Diagn 2016; 18:416-424. [PMID: 26970585 DOI: 10.1016/j.jmoldx.2016.01.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Revised: 12/02/2015] [Accepted: 01/08/2016] [Indexed: 02/06/2023] Open
Abstract
Targeted next-generation sequencing is becoming increasingly common as a clinical diagnostic and prognostic test for patient- and tumor-specific genetic profiles as well as to optimally select targeted therapies. Here, we describe a custom-developed, next-generation sequencing test for detecting single-nucleotide variants (SNVs) and short insertions and deletions (indels) in 93 genes related to gastrointestinal cancer from routine formalin-fixed, paraffin-embedded clinical specimens. We implemented a validation strategy, based on the College of American Pathologists requirements, using reference DNA mixtures from cell lines with known genetic variants, which model a broad range of allele frequencies. Test sensitivity achieved >99% for both SNVs and indels, with allele frequencies >10%, with high specificity (97.4% for SNVs and 93.6% for indels). We further confirmed test accuracies using primary formalin-fixed, paraffin-embedded colorectal cancer specimens characterized by alternative and conventional clinical diagnostic technologies. Robust performance was observed on the formalin-fixed, paraffin-embedded specimens: sensitivity was 97.2% and specificity was 99.2%. We also observed high intrarun and inter-run reproducibility, as well as a low cross-contamination rate. Overall assessment using cell line samples and formalin-fixed, paraffin-embedded samples showed that our custom next-generation sequencing assay has consistent detection sensitivity down to 10% variant frequency.
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Affiliation(s)
| | - Simeen Malik
- Cancer & Stem Cell Biology Program, Duke-National University of Singapore Graduate Medical School, Singapore
| | - Iain B Tan
- Genome Institute of Singapore, Singapore; Cancer & Stem Cell Biology Program, Duke-National University of Singapore Graduate Medical School, Singapore; Department of Medical Oncology, National Cancer Centre Singapore, Singapore; Graduate School of Integrative Sciences and Engineering, National University of Singapore, Singapore
| | | | | | - Jack L Ow
- Genome Institute of Singapore, Singapore
| | | | | | | | | | | | | | | | - Lu Pan
- Genome Institute of Singapore, Singapore
| | - Shimin Ang
- Genome Institute of Singapore, Singapore
| | | | - Rachel Ten
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Clarinda Chua
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Daniel S W Tan
- Genome Institute of Singapore, Singapore; Department of Medical Oncology, National Cancer Centre Singapore, Singapore; Division of Medical Sciences, National Cancer Centre Singapore, Singapore
| | | | - Yasmin M Bylstra
- Genome Institute of Singapore, Singapore; Department of Pathology, Singapore General Hospital, Singapore, Singapore
| | - Lionel Lim
- Genome Institute of Singapore, Singapore
| | | | | | | | - Tony Lim
- Genome Institute of Singapore, Singapore; Department of Pathology, Singapore General Hospital, Singapore, Singapore.
| | - Patrick Tan
- Genome Institute of Singapore, Singapore; Cancer & Stem Cell Biology Program, Duke-National University of Singapore Graduate Medical School, Singapore; Cancer Science Institute Singapore, National University of Singapore, Singapore; Division of Cellular and Molecular Research, National Cancer Centre Singapore, Singapore.
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