1
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Zhao Q, Li H, Li W, Guo Z, Jia W, Xu S, Chen S, Shen X, Wang C. Identification and verification of a prognostic signature based on a miRNA-mRNA interaction pattern in colon adenocarcinoma. Front Cell Dev Biol 2023; 11:1161667. [PMID: 37745305 PMCID: PMC10511881 DOI: 10.3389/fcell.2023.1161667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 08/04/2023] [Indexed: 09/26/2023] Open
Abstract
The expression characteristics of non-coding RNA (ncRNA) in colon adenocarcinoma (COAD) are involved in regulating various biological processes. To achieve these functions, ncRNA and a member of the Argonaute protein family form an RNA-induced silencing complex (RISC). The RISC is directed by ncRNA, especially microRNA (miRNA), to bind the target complementary mRNAs and regulate their expression by interfering with mRNA cleavage, degradation, or translation. However, how to identify potential miRNA biomarkers and therapeutic targets remains unclear. Here, we performed differential gene screening based on The Cancer Genome Atlas dataset and annotated meaningful differential genes to enrich related biological processes and regulatory cancer pathways. According to the overlap between the screened differential mRNAs and differential miRNAs, a prognosis model based on a least absolute shrinkage and selection operator-based Cox proportional hazards regression analysis can be established to obtain better prognosis characteristics. To further explore the therapeutic potential of miRNA as a target of mRNA intervention, we conducted an immunohistochemical analysis and evaluated the expression level in the tissue microarray of 100 colorectal cancer patients. The results demonstrated that the expression level of POU4F1, DNASE1L2, and WDR72 in the signature was significantly upregulated in COAD and correlated with poor prognosis. Establishing a prognostic signature based on miRNA target genes will help elucidate the molecular pathogenesis of COAD and provide novel potential targets for RNA therapy.
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Affiliation(s)
- Qiwu Zhao
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haosheng Li
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenchang Li
- Department of Interventional Radiography, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zichao Guo
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenqing Jia
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuiyu Xu
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sixia Chen
- Tongji Hospital, Tongji University School of Medicine, Tongji University, Shanghai, China
| | - Xiaonan Shen
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Changgang Wang
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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2
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Li F, Yin J, Lu M, Yang Q, Zeng Z, Zhang B, Li Z, Qiu Y, Dai H, Chen Y, Zhu F. ConSIG: consistent discovery of molecular signature from OMIC data. Brief Bioinform 2022; 23:6618243. [PMID: 35758241 DOI: 10.1093/bib/bbac253] [Citation(s) in RCA: 43] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/09/2022] [Accepted: 05/31/2022] [Indexed: 12/12/2022] Open
Abstract
The discovery of proper molecular signature from OMIC data is indispensable for determining biological state, physiological condition, disease etiology, and therapeutic response. However, the identified signature is reported to be highly inconsistent, and there is little overlap among the signatures identified from different biological datasets. Such inconsistency raises doubts about the reliability of reported signatures and significantly hampers its biological and clinical applications. Herein, an online tool, ConSIG, was constructed to realize consistent discovery of gene/protein signature from any uploaded transcriptomic/proteomic data. This tool is unique in a) integrating a novel strategy capable of significantly enhancing the consistency of signature discovery, b) determining the optimal signature by collective assessment, and c) confirming the biological relevance by enriching the disease/gene ontology. With the increasingly accumulated concerns about signature consistency and biological relevance, this online tool is expected to be used as an essential complement to other existing tools for OMIC-based signature discovery. ConSIG is freely accessible to all users without login requirement at https://idrblab.org/consig/.
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Affiliation(s)
- Fengcheng Li
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Jiayi Yin
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Mingkun Lu
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Qingxia Yang
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Zhenyu Zeng
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
| | - Bing Zhang
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
| | - Zhaorong Li
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
| | - Yunqing Qiu
- State Key Laboratory for Diagnosis and Treatment of Infectious Disease, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, The First Affiliated Hospital, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, China
| | - Haibin Dai
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Yuzong Chen
- State Key Laboratory of Chemical Oncogenomics, Key Laboratory of Chemical Biology, The Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China.,Qian Xuesen Collaborative Research Center of Astrochemistry and Space Life Sciences, Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, China
| | - Feng Zhu
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China.,Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou 330110, China
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3
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Wang A, Hai R, Rider PJ, He Q. Noncoding RNAs and Deep Learning Neural Network Discriminate Multi-Cancer Types. Cancers (Basel) 2022; 14:352. [PMID: 35053515 PMCID: PMC8774129 DOI: 10.3390/cancers14020352] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/31/2021] [Accepted: 01/07/2022] [Indexed: 12/20/2022] Open
Abstract
Detecting cancers at early stages can dramatically reduce mortality rates. Therefore, practical cancer screening at the population level is needed. To develop a comprehensive detection system to classify multiple cancer types, we integrated an artificial intelligence deep learning neural network and noncoding RNA biomarkers selected from massive data. Our system can accurately detect cancer vs. healthy objects with 96.3% of AUC of ROC (Area Under Curve of a Receiver Operating Characteristic curve), and it surprisingly reaches 78.77% of AUC when validated by real-world raw data from a completely independent data set. Even validating with raw exosome data from blood, our system can reach 72% of AUC. Moreover, our system significantly outperforms conventional machine learning models, such as random forest. Intriguingly, with no more than six biomarkers, our approach can easily discriminate any individual cancer type vs. normal with 99% to 100% AUC. Furthermore, a comprehensive marker panel can simultaneously multi-classify common cancers with a stable 82.15% accuracy rate for heterogeneous cancerous tissues and conditions. This detection system provides a promising practical framework for automatic cancer screening at population level. Key points: (1) We developed a practical cancer screening system, which is simple, accurate, affordable, and easy to operate. (2) Our system binarily classify cancers vs. normal with >96% AUC. (3) In total, 26 individual cancer types can be easily detected by our system with 99 to 100% AUC. (4) The system can detect multiple cancer types simultaneously with >82% accuracy.
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Affiliation(s)
- Anyou Wang
- The Institute for Integrative Genome Biology, University of California at Riverside, Riverside, CA 92521, USA
| | - Rong Hai
- The Institute for Integrative Genome Biology, University of California at Riverside, Riverside, CA 92521, USA
- Department of Microbiology and Plant Pathology, University of California at Riverside, Riverside, CA 92521, USA
| | - Paul J. Rider
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Skip Bertman Drive, Baton Rouge, LA 70803, USA;
| | - Qianchuan He
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA;
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4
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Wang X, Hu L, Yang X, Chen F, Xu H, Yu H, Song Z, Fei J, Zhong Z. Clinical prognostic value of circulating tumor cells in the treatment of pancreatic cancer with gemcitabine chemotherapy. Exp Ther Med 2021; 22:1140. [PMID: 34504586 PMCID: PMC8394002 DOI: 10.3892/etm.2021.10574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 07/06/2021] [Indexed: 12/26/2022] Open
Abstract
Pancreatic cancer (PC) is a highly malignant tumor type with a high early metastasis rate and no obvious symptoms. Gemcitabine is a first-line chemotherapeutic drug for PC. Since there is no distinct method to determine the efficacy of chemotherapy with gemcitabine in patients with PC, the purpose of the present study was to determine whether positivity for circulating tumor cells (CTCs) in patients with advanced PC is associated with response to gemcitabine chemotherapy and to explore whether CTCs may be used as a predictor of prognosis of patients with advanced PC undergoing chemotherapy. First, immunomagnetic microspheres (magnetic beads; MIL) were prepared to detect CTCs. The patients' clinical characteristics and survival data, as well as efficacy and adverse effects of chemotherapy, were prospectively obtained and their association with CTCs was analyzed. The results indicated that CTC-positive patients with advanced PC had a higher probability of developing resistance to gemcitabine chemotherapy than CTC-negative patients. Survival in the CTC-negative group was significantly higher than in the CTC-positive group (χ2=14.58, P<0.001). CTC-positive patients with advanced PC also had shorter progression-free survival (PFS) after chemotherapy with gemcitabine (P=0.01). In conclusion, CTC-positive patients with PC are more likely to develop gemcitabine resistance, have poor PFS and low incidence of thrombocytopenia. CTCs are expected to become a prognostic indicator for chemotherapy response in patients with PC.
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Affiliation(s)
- Xiaoguang Wang
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Lingyu Hu
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Xiaodan Yang
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Fei Chen
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Haokai Xu
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Haitao Yu
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Zhengwei Song
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Jianguo Fei
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
| | - Zhengxiang Zhong
- Department of Surgery, The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang 314000, P.R. China
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5
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Bortolini Silveira A, Bidard FC, Tanguy ML, Girard E, Trédan O, Dubot C, Jacot W, Goncalves A, Debled M, Levy C, Ferrero JM, Jouannaud C, Rios M, Mouret-Reynier MA, Dalenc F, Hego C, Rampanou A, Albaud B, Baulande S, Berger F, Lemonnier J, Renault S, Desmoulins I, Proudhon C, Pierga JY. Multimodal liquid biopsy for early monitoring and outcome prediction of chemotherapy in metastatic breast cancer. NPJ Breast Cancer 2021; 7:115. [PMID: 34504096 PMCID: PMC8429692 DOI: 10.1038/s41523-021-00319-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 07/28/2021] [Indexed: 12/12/2022] Open
Abstract
Circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) are two cancer-derived blood biomarkers that inform on patient prognosis and treatment efficacy in breast cancer. We prospectively evaluated the clinical validity of quantifying both CTCs (CellSearch) and ctDNA (targeted next-generation sequencing). Their combined value as prognostic and early monitoring markers was assessed in 198 HER2-negative metastatic breast cancer patients. All patients were included in the prospective multicenter UCBG study COMET (NCT01745757) and treated by first-line chemotherapy with weekly paclitaxel and bevacizumab. Blood samples were obtained at baseline and before the second cycle of chemotherapy. At baseline, CTCs and ctDNA were respectively detected in 72 and 74% of patients and were moderately correlated (Kendall’s τ = 0.3). Only 26 (13%) patients had neither detectable ctDNA nor CTCs. Variants were most frequently observed in TP53 and PIK3CA genes. KMT2C/MLL3 variants detected in ctDNA were significantly associated with a lower CTC count, while the opposite trend was seen with GATA3 alterations. Both CTC and ctDNA levels at baseline and after four weeks of treatment were correlated with survival. For progression-free and overall survival, the best multivariate prognostic model included tumor subtype (triple negative vs other), grade (grade 3 vs other), ctDNA variant allele frequency (VAF) at baseline (per 10% increase), and CTC count at four weeks (≥5CTC/7.5 mL). Overall, this study demonstrates that CTCs and ctDNA have nonoverlapping detection profiles and complementary prognostic values in metastatic breast cancer patients. A comprehensive liquid-biopsy approach may involve simultaneous detection of ctDNA and CTCs.
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Affiliation(s)
| | - François-Clément Bidard
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France.,Department of Medical Oncology, Institut Curie, Paris and Saint Cloud, Paris, France.,UVSQ, Université Paris-Saclay, Paris, France
| | | | - Elodie Girard
- INSERM U900, Institut Curie, Mines ParisTech, PSL Research University, Paris, France
| | - Olivier Trédan
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Coraline Dubot
- Department of Medical Oncology, Institut Curie, Paris and Saint Cloud, Paris, France
| | - William Jacot
- Department of Medical Oncology, Institut du Cancer de Montpellier, Montpellier University, IRCM INSERM, Montpellier, France
| | - Anthony Goncalves
- Department of Medical Oncology, Aix-Marseille Univ, INSERM U1068, CNRS UMR7258, Institut Paoli-Calmettes, CRCM, Marseille, France
| | - Marc Debled
- Department of Medical Oncology, Institut Bergonié, Bordeaux, France
| | - Christelle Levy
- Department of Medical Oncology, Centre François Baclesse, Caen, France
| | - Jean-Marc Ferrero
- Department of Medical Oncology, Centre Antoine Lacassagne, Nice, France
| | | | - Maria Rios
- Department of Medical Oncology, Institut de Cancérologie de Lorraine, Vandoeuvre-Lès-Nancy, France
| | | | - Florence Dalenc
- Department of Medical Oncology, Institut Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Caroline Hego
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Aurore Rampanou
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Benoit Albaud
- ICGex Next-Generation Sequencing Platform, Institut Curie, Paris, France
| | - Sylvain Baulande
- ICGex Next-Generation Sequencing Platform, Institut Curie, Paris, France
| | | | | | - Shufang Renault
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Isabelle Desmoulins
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Charlotte Proudhon
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France.,INSERM U934 CNRS UMR3215, Paris, France
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France. .,Department of Medical Oncology, Institut Curie, Paris and Saint Cloud, Paris, France. .,Université de Paris, Paris, France.
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6
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Zhang Y, Han T, Feng D, Li J, Wu M, Peng X, Wang B, Zhan X, Fu P. Screening of non-invasive miRNA biomarker candidates for metastasis of gastric cancer by small RNA sequencing of plasma exosomes. Carcinogenesis 2020; 41:582-590. [PMID: 31740975 DOI: 10.1093/carcin/bgz186] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 10/08/2019] [Accepted: 11/15/2019] [Indexed: 11/14/2022] Open
Abstract
Gastric cancer remains one of the most lethal and prevalent malignancies, particularly in China. The majority of patients are diagnosed with gastric cancer at the late stages of the disease. Besides, the high relapse rate also contributes to the high mortality. Therefore, there exists an imperative need for the development of gastric cancer diagnostic techniques as well as novel indicators for gastric cancer metastasis. Exosomes, secreted by a variety of cell types, play critical roles in intercellular communication, which emerge as promising diagnostic biomarkers for gastric cancer. In this study, we present for the first time, at least to the best of our knowledge, the small RNA sequencing spectra of exosomes derived from the gastric cancer patient plasma using next-generation sequencing, focusing on the exploration of metastasis-related biomarkers. The exosomes enriched from patient plasma samples were well characterized by western blotting, transmission electron microscopy and nanoparticle-tracking analysis. In the following bioinformatic analysis of exosomal miRNAs, three candidates were proposed as the biomarkers for metastasis of gastric cancer, namely miR-10b-5p, miR-101-3p and miR-143-5p, for gastric cancer with lymph node metastasis, gastric cancer with ovarian metastasis and gastric cancer with liver metastasis, respectively. RT-qPCR was performed to test the accuracy of these candidates for validation. In conclusion, we successfully isolated and purified exosomes from plasma of patients with gastric cancer and identified several potential exosomal miRNA markers to distinguish gastric cancer patients with various kinds of metastasis.
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Affiliation(s)
| | - Ting Han
- Department of Oncology, Department of General Surgery Shanghai, China
| | | | | | | | | | | | | | - Peng Fu
- Department of Oncology, Department of Pharmacy, Changhai Hospital Affiliated to Second Military Medical University, Shanghai, China
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7
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Zhai M, Yang Z, Zhang C, Li J, Jia J, Zhou L, Lu R, Yao Z, Fu Z. APN-mediated phosphorylation of BCKDK promotes hepatocellular carcinoma metastasis and proliferation via the ERK signaling pathway. Cell Death Dis 2020; 11:396. [PMID: 32457292 PMCID: PMC7249043 DOI: 10.1038/s41419-020-2610-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 12/24/2022]
Abstract
Hepatocellular carcinoma (HCC) is one of the most prevalent human malignancies worldwide and has high morbidity and mortality. Elucidating the molecular mechanisms underlying HCC recurrence and metastasis is critical to identify new therapeutic targets. This study aimed to determine the roles of aminopeptidase N (APN, also known as CD13) in HCC proliferation and metastasis and its underlying mechanisms. We detected APN expression in clinical samples and HCC cell lines using immunohistochemistry, flow cytometry, real-time PCR, and enzyme activity assays. The effects of APN on HCC metastasis and proliferation were verified in both in vitro and in vivo models. RNA-seq, phosphoproteomic, western blot, point mutation, co-immunoprecipitation, and proximity ligation assays were performed to reveal the potential mechanisms. We found that APN was frequently upregulated in HCC tumor tissues and high-metastatic cell lines. Knockout of APN inhibited HCC cell metastasis and proliferation in vitro and in vivo. Functional studies suggested that a loss of APN impedes the ERK signaling pathway in HCC cells. Mechanistically, we found that APN might mediate the phosphorylation at serine 31 of BCKDK (BCKDKS31), promote BCKDK interacting with ERK1/2 and phosphorylating it, thereby activating the ERK signaling pathway in HCC cells. Collectively, our findings indicate that APN mediates the phosphorylation of BCKDKS31 and activates its downstream pathway to promote HCC proliferation and metastasis. Therefore, the APN/BCKDK/ERK axis may serve as a new therapeutic target for HCC therapy, and these findings may be helpful to identify new biomarkers in HCC progression.
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Affiliation(s)
- Mengying Zhai
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
| | - Zixia Yang
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
| | - Chenrui Zhang
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
| | - Jinping Li
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
- Tianjin Kangzhe Pharmaceutical Technology Development Company, Ltd., 300042, Tianjin, China
| | - Jing Jia
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
- Tianjin Kangzhe Pharmaceutical Technology Development Company, Ltd., 300042, Tianjin, China
| | - Lingyi Zhou
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China
| | - Rong Lu
- Tianjin Kangzhe Pharmaceutical Technology Development Company, Ltd., 300042, Tianjin, China.
| | - Zhi Yao
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China.
- 2011 Collaborative Innovation Center of Tianjin for Medical Epigenetics, Tianjin Medical University, 300070, Tianjin, China.
| | - Zheng Fu
- Department of Immunology, Key Laboratory of Immune Microenvironment and Disease of the Educational Ministry of China, Tianjin Key Laboratory of Cellular and Molecular Immunology, School of Basic Medical Sciences, Tianjin Medical University, 300070, Tianjin, China.
- Tianjin Kangzhe Pharmaceutical Technology Development Company, Ltd., 300042, Tianjin, China.
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8
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Yin J, Hu W, Xue X, Fu W, Dai L, Jiang Z, Zhong S, Deng B, Zhao J. Epigenetic activation of hepatocyte growth factor is associated with epithelial-mesenchymal transition and clinical outcome in non-small cell lung cancer. J Cancer 2019; 10:5070-5081. [PMID: 31602259 PMCID: PMC6775597 DOI: 10.7150/jca.30034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 06/06/2019] [Indexed: 12/31/2022] Open
Abstract
Hepatocyte growth factor (HGF) expression is repressed in normal differentiated lung epithelial cells, but its expression is aberrantly upregulated in non-small cell lung cancer (NSCLC) and acts as a poor prognostic factor. The underlying molecular mechanisms of aberrant HGF expression are unclear. In this study, a novel differential methylation region located in the HGF promoter was identified, which was associated with aberrant HGF expression in NSCLC. The correlations of HGF promoter methylation detected by methylation specific PCR and HGF expression detected by immunohistochemistry with clinical outcomes were assessed in NSCLC patients. DNA methylation of the HGF promoter was correlated with the activation of HGF expression, which induced epithelial-mesenchymal transition, cell migration and invasion. According to the clinical correlation analysis in 63 NSCLC patients, those with high methylation were more likely to have stages III and IV (51.6% vs. 25.0%, P<0.05) and metastasis (57.5% vs. 16.7%, P<0.05) than patients with low methylation. In addition, compared with the protein marker of HGF expression, the DNA methylation marker of the HGF promoter had higher specificity for prognostic analysis of metastases in NSCLC. Our study indicated the regulatory mechanisms related to DNA methylation of the HGF promoter for HGF expression in NSCLC epithelial cells, and suggested that the DNA methylation signature of the HGF promoter could potentially be employed as a biomarker to improve the prognostic accuracy of NSCLC.
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Affiliation(s)
- Jun Yin
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Weimin Hu
- Department of Abdominal Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Xingyang Xue
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Wenfan Fu
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Lu Dai
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Zeyong Jiang
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Shengpeng Zhong
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Boyun Deng
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jian Zhao
- Department of Chest Surgery, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, Guangdong, China
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9
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Ku M, Kim HJ, Yau SY, Yoon N, Kim NH, Yook JI, Suh JS, Kim DE, Yang J. Microsphere-Based Nanoindentation for the Monitoring of Cellular Cortical Stiffness Regulated by MT1-MMP. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2018; 14:e1803000. [PMID: 30350552 DOI: 10.1002/smll.201803000] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 08/21/2018] [Indexed: 05/07/2023]
Abstract
Biophysical properties are intimately connected to metastatic functions and aggressiveness in cancers. Especially, cellular stiffness is regarded as a biomarker for the understanding of metastatic potential and drug sensitivity. Here, protease-mediated changes of cortical stiffness are identified due to the deformation of cytoskeleton alignment at a cortex. For the past few decades, membrane type 1-matrix metalloproteinase (MT1-MMP) has been well known as a kernel protease enriched in podosomes during metastasis for extracellular matrix degradation. However, the biophysical significance of MT1-MMP expressing cancer cells is still unknown. Therefore, the nanomechanics of cancer cells is analyzed by a nanoindentation using a microsphere-attached cantilever of atomic force microscopy (AFM). In conclusion, the results suggest that MT1-MMP has contributed as a key regulator in cytoskeletal deformation related with cancer metastasis. Particularly, the AFM-based nanoindentation system for the monitoring of cortical nanomechanics will be crucial to understand molecular networks in cancers.
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Affiliation(s)
- Minhee Ku
- Department of Radiology, College of Medicine, Yonsei University, Seoul, 03722, Republic of Korea
- Systems Molecular Radiology at Yonsei, Seoul, 03722, Republic of Korea
| | - Hyun-Joon Kim
- Department of Precision Mechanical Engineering, Kyungpook National University, 2559, Gyeongsang-daero, Sangju, 37224, Republic of Korea
| | - Su Yee Yau
- Department of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
- Center of Nano-Wear, Yonsei University, Seoul, 03722, Republic of Korea
| | - Nara Yoon
- Department of Radiology, College of Medicine, Yonsei University, Seoul, 03722, Republic of Korea
- Systems Molecular Radiology at Yonsei, Seoul, 03722, Republic of Korea
| | - Nam Hee Kim
- Department of Oral Pathology, Oral cancer Research Institute, Yonsei University College of Dentistry, Seoul, 03722, Republic of Korea
| | - Jong In Yook
- Department of Oral Pathology, Oral cancer Research Institute, Yonsei University College of Dentistry, Seoul, 03722, Republic of Korea
| | - Jin-Suck Suh
- Department of Radiology, College of Medicine, Yonsei University, Seoul, 03722, Republic of Korea
- YUHS-KRIBB Medical Convergence Research Institute, Seoul, 03722, Republic of Korea
- Severance Biomedical Science Institute (SBSI), Seoul, 03722, Republic of Korea
| | - Dae-Eun Kim
- Department of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
- Center of Nano-Wear, Yonsei University, Seoul, 03722, Republic of Korea
| | - Jaemoon Yang
- Department of Radiology, College of Medicine, Yonsei University, Seoul, 03722, Republic of Korea
- Systems Molecular Radiology at Yonsei, Seoul, 03722, Republic of Korea
- Severance Biomedical Science Institute (SBSI), Seoul, 03722, Republic of Korea
- Research Institute of Radiological Science, Yonsei University, Seoul, 03722, Republic of Korea
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10
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Li Z, Li AD, Xu L, Bai DW, Hou KZ, Zheng HC, Qu XJ, Liu YP. SPARC expression in gastric cancer predicts poor prognosis: Results from a clinical cohort, pooled analysis and GSEA assay. Oncotarget 2018; 7:70211-70222. [PMID: 28053291 PMCID: PMC5342547 DOI: 10.18632/oncotarget.12191] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2016] [Accepted: 09/02/2016] [Indexed: 12/18/2022] Open
Abstract
Background The prognostic role of Secreted Protein Acidic and Rich in Cysteine (SPARC) in gastric cancer (GC) remains controversial. We investigated the clinical significance, the survival relevance, and potential function of SPARC in GC with resected samples, online gene set GSE62254, and cell line SGC7901. Results High immunostaining of SPARC significantly correlated with tumor differentiation (P = 0.004), and independently predicted shorter overall survival (OS) (HR = 1.446, P = 0.022), based on the current IHC evaluation. The accuracy of the results was further validated with 1000 times bootstrapping and the time-dependent receiver-operating characteristics (ROC) curves. The meta-analysis (pooled HR = 1.60, 95% CI: 1.01−2.53) confirmed SPARC as the predictor for reduced OS in GC. Moreover, the association between enhanced SPARC expression and Adriamycin (Adr) sensitivity was revealed by GSEA, and then confirmed by comparative cellular experiments, such as the protein level analysis of SGC7901and SGC7901/Adr cell line. Materials and Methods Immunohistochemistry (IHC) method was used to detect SPARC expression in 137 GC cases. Meta-analysis was performed based on 5 studies published in English on PubMed up to March 2016. GSEA was performed using online data set GSE62254 and GC-related functional gene sets derived from molecular signatures database (MSigDB). Western Blot was carried out to compare protein-level differences between gastric carcinoma SGC7901 cell line and Adr resistant SGC7901/Adr cell line. MTT assay was done to confirm the induction of SPARC on Adr sensitivity Conclusions Increased SPARC expression in GC led to a worse clinical outcome of patients and might induce Adr sensitivity of GC cells.
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Affiliation(s)
- Zhi Li
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - Ao-Di Li
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - Lu Xu
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - De-Wei Bai
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Department of Cell Biological Treatment Ward, Dalian Centre Hospital, Dalian, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - Ke-Zuo Hou
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - Hua-Chuan Zheng
- Life Science Institute of Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Xiu-Juan Qu
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
| | - Yun-Peng Liu
- Department of Medical Oncology, The First Hospital, China Medical University, Shenyang, Liaoning Province, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province
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11
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Polypeptide N-acetylgalactosaminyltransferase-6 expression independently predicts poor overall survival in patients with lung adenocarcinoma after curative resection. Oncotarget 2018; 7:54463-54473. [PMID: 27276675 PMCID: PMC5342355 DOI: 10.18632/oncotarget.9810] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 05/04/2016] [Indexed: 12/17/2022] Open
Abstract
Background Polypeptide N-acetylgalactosaminyltransferases (GalNAc-Ts) are important glycosyltransferases in cancer, but the clinical role of its individual isoforms is unclear. We investigated the clinical significance and survival relevance of one isoform, GalNAc-T6 in lung adenocarcinoma after curative resection. Results GalNAc-T6 was identified in 27.8% (55/198) of patients, and statistically indicated advanced TNM stage (P = 0.069). Multivariate analysis showed GalNAc-T6 to be an independent predictor for reduced overall survival of patients (P = 0.027), and the result was confirmed with bootstraping techniques, and on line “Kaplan-Meier Plotter” and “SurvExpress” database analysis, respectively. Moreover, ROC curve demonstrated that GalNAc-T6 expression significantly improved the accuracy of survival prediction. Methods With 198 paraffin-embedded tumor samples from lung adenocarcinoma patients, GalNAc-T6 expression was immunohistochemically assessed for the association with clinicopathological parameters. The prognostic significance was evaluated by Cox proportional hazards regression analysis with 1000 bootstraping. “Kaplan-Meier Plotter”, “SurvExpress” database analysis, and receiver-operating characteristic (ROC) curve were performed to provide further validation. Conclusions GalNAc-T6 expression correlated significantly with advanced TNM stage, and independently predicted worse OS for lung adenocarcinoma.
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12
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Circulating tumor cells: clinical validity and utility. Int J Clin Oncol 2017; 22:421-430. [PMID: 28238187 DOI: 10.1007/s10147-017-1105-2] [Citation(s) in RCA: 139] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 02/15/2017] [Indexed: 12/17/2022]
Abstract
Circulating tumor cells (CTCs) are rare tumor cells and have been investigated as diagnostic, prognostic and predictive biomarkers in many types of cancer. Although CTCs are not currently used in clinical practice, CTC studies have accumulated a high level of clinical validity, especially in breast, lung, prostate and colorectal cancers. In this review, we present an overview of the current clinical validity of CTCs in metastatic and non-metastatic disease, and the main concepts and studies investigating the clinical utility of CTCs. In particular, this review will focus on breast, lung, colorectal and prostate cancer. Three major topics concerning the clinical utility of CTC are discussed-(1) treatment based on CTCs used as liquid biopsy, (2) treatment based on CTC count or CTC variations, and (3) treatment based on CTC biomarker expression. A summary of published or ongoing phase II and III trials is also presented.
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13
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Ibrahim MF, Hilton J, Addison C, Robertson S, Werier J, Mazzarello S, Vandermeer L, Jacobs C, Clemons M. Strategies for obtaining bone biopsy specimens from breast cancer patients - Past experience and future directions. J Bone Oncol 2016; 5:180-184. [PMID: 28008380 PMCID: PMC5154702 DOI: 10.1016/j.jbo.2016.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 07/04/2016] [Accepted: 07/05/2016] [Indexed: 01/07/2023] Open
Abstract
Background Cancer and its treatment can have multiple effects on the bone. Despite the widespread use of in vivo and in vitro models, it is still necessary to understand these effects in humans. Obtaining human bone biopsies is technically challenging and in this article we review the experiences from the Ottawa Bone Oncology Program. Methods A series of bone biopsy studies in breast cancer patients with and without bone metastasis have been performed. We reviewed the results of these studies and present them in a descriptive manner. We discuss lessons learned from each project and how they have affected future directions for research. Results Since 2009, 5 studies have been performed accruing 97 breast cancer patients. Study endpoints have ranged from comparing the yield of malignant cells from CT-guided versus standard iliac crest biopsies, to studies assessing the feasibility of micro-CT analysis on Jedhadi trephines to evaluate bisphosphonate effects on bone micro-architecture. More recently, we have assessed the feasibility of performing repeat bone biopsies in the same patient as well as evaluating the practicality of obtaining bone tissue at the time of orthopaedic surgery. Conclusion Human bone tissue is an important biological resource. Our experience suggests that obtaining bone biopsies is feasible and can yield adequate amount of tumour cells for many studies. However, these remain technically challenging specimens to obtain and given the rapid advances in cancer therapeutics and the use of potent adjuvant bone-targeted agents, more centres need to be involved in these types of studies.
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Affiliation(s)
- Mohammed F.K. Ibrahim
- Department of Medicine, Division of Medical Oncology, The Ottawa Hospital and University of Ottawa, Ottawa, Ontario, Canada
| | - John Hilton
- Department of Medicine, Division of Medical Oncology, The Ottawa Hospital and University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
| | - Christina Addison
- Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
| | - Susan Robertson
- Division of Anatomical Pathology, Eastern Ontario Regional Laboratory Association, Ottawa, Ontario, Canada
| | - Joel Werier
- Division of Orthopaedic Surgery, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Sasha Mazzarello
- Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
| | - Lisa Vandermeer
- Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
| | - Carmel Jacobs
- Department of Medicine, Division of Medical Oncology, The Ottawa Hospital and University of Ottawa, Ottawa, Ontario, Canada
| | - Mark Clemons
- Department of Medicine, Division of Medical Oncology, The Ottawa Hospital and University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
- Corresponding author at: Division of Medical Oncology, The Ottawa Hospital Cancer Centre, 501 Smyth Road, Ottawa, Canada.Division of Medical Oncology, The Ottawa Hospital Cancer Centre501 Smyth RoadOttawaCanada
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14
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Brábek J, Rosel D, Fernandes M. Pragmatic medicine in solid cancer: a translational alternative to precision medicine. Onco Targets Ther 2016; 9:1839-55. [PMID: 27103822 PMCID: PMC4827419 DOI: 10.2147/ott.s103832] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
The precision medicine (PM) initiative is a response to the dismal outlook in solid cancer. Despite heterogeneity, common mechanistic denominators may exist across the spectrum of solid cancer. A shift from conventional research and development (R&D) toward PM will require conceptual and structural change. As individuals and as a society, we welcome innovation, but question change. We ask: In solid cancer, does PM identify and address the causes of prior failures, and, if so, are the proposed solutions feasible? And, when may we expect safer, more effective and affordable drugs in the clinic? Considerations that prompt a pragmatic rethink include a failure analysis of translational R&D in solid cancer suggesting that trials and regulations need to be aligned with the natural history of the disease. In successful therapeutic interventions in chronic, complex disease, surrogate markers and endpoints should be consistent with the Prentice's criteria. In solid cancer, drug induced tumor shrinkage, is a drug effect and not a disease response; tumor shrinkage does not reflect nor predict interruption of the disease. Overall, we support a pragmatic, multidisciplinary, and collaborative R&D, and suggest that direction be set by clinical need and utility, and by questions, not answers. PM will prove worthwhile if it could improve clinical outcomes. The lag in therapeutics relative to diagnostics is a cause for confusion. Overdiagnosis adds to fear and harm, especially in the absence of effective interventions. A revised initiative that prioritizes metastasis research could replicate the successful HIV/AIDS model in solid cancer. A pragmatic approach may further translational efforts toward meaningfully effective, generally available, and affordable solutions.
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Affiliation(s)
- Jan Brábek
- Department of Cell Biology, Faculty of Science, Charles University in Prague, Prague 2, Czech Republic
| | - Daniel Rosel
- Department of Cell Biology, Faculty of Science, Charles University in Prague, Prague 2, Czech Republic
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15
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Stafford P, Wrapp D, Johnston SA. General Assessment of Humoral Activity in Healthy Humans. Mol Cell Proteomics 2016; 15:1610-21. [PMID: 26902205 DOI: 10.1074/mcp.m115.054601] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Indexed: 11/06/2022] Open
Abstract
The humoral immune system is network of biological molecules designed to maintain a healthy homeostatic equilibrium. Because antibodies are an abundant and highly specific effector of immunological action, they are also an important reservoir of previous host exposures. Antibodies may play a major role in early detection of host challenge. Unfortunately, few practical methods exist for interpreting the information stored in antibody variable regions. Immunosignatures use a microarray of thousands of random sequence peptides to interrogate antibodies in a broad and unbiased fashion. The pattern of binding between antibody and peptide is reproducible. Once the system has been trained on a disease cohort, blinded samples can be reliably predicted. Although immunosignatures of both chronic and infectious disease have been extensively tested, less has been done to demonstrate how healthy immunosignatures change over time or between individuals. Here, we report the results of a study of immunosignatures of healthy persons over brief (12 h sampled once per hour), intermediate (32 days sampled once per day), and long (5 years sampled once every year) time spans. Using this information, we were also able to detect intentional and unintentional immunological perturbations in the form of a vaccine and an infection, respectively. Our findings suggest that, even with the variability inherent in healthy immunosignatures, a single person's immunosignature will remain constant over time. Over this healthy signature, vaccines and infections create subsignatures that are common across multiple people, even subsuming healthy fluctuations. These findings have implications for disease monitoring and early diagnosis.
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Affiliation(s)
- Phillip Stafford
- From the ‡Biodesign Institute, Center for Innovations in Medicine, Arizona State University, Tempe, AZ
| | - Daniel Wrapp
- §Department of Biochemistry, Geisel School of Medicine at Dartmouth, Hanover, NH
| | - Stephen Albert Johnston
- From the ‡Biodesign Institute, Center for Innovations in Medicine, Arizona State University, Tempe, AZ
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16
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Bidard FC, Proudhon C, Pierga JY. Circulating tumor cells in breast cancer. Mol Oncol 2016; 10:418-30. [PMID: 26809472 PMCID: PMC5528978 DOI: 10.1016/j.molonc.2016.01.001] [Citation(s) in RCA: 131] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 12/12/2015] [Accepted: 01/04/2016] [Indexed: 01/06/2023] Open
Abstract
Over the past decade, technically reliable circulating tumor cell (CTC) detection methods allowed the collection of large datasets of CTC counts in cancer patients. These data can be used either as a dynamic prognostic biomarker or as tumor material for “liquid biopsy”. Breast cancer appears to be the cancer type in which CTC have been the most extensively studied so far, with level‐of‐evidence‐1 studies supporting the clinical validity of CTC count in both early and metastatic stage. This review summarizes and discusses the clinical results obtained in breast cancer patients, the issues faced by the molecular characterization of CTC and the biological findings about cancer biology and metastasis that were obtained from CTC. In metastatic breast cancer, CTC count is a level‐of‐evidence 1 prognostic dynamic biomarker. Several interventional trials are ongoing to demonstrate the clinical utility of CTC detection in metastatic breast cancer. In early breast cancer, CTC count is also a prognostic biomarker, not correlated with the other usual prognostic factors. Molecular characterization of CTC is promising, trials with anti‐HER2 therapy are ongoing.
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Affiliation(s)
- Francois-Clement Bidard
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France; Institut Curie, PSL Research University, Department of Medical Oncology, Paris, France
| | - Charlotte Proudhon
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France
| | - Jean-Yves Pierga
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France; Institut Curie, PSL Research University, Department of Medical Oncology, Paris, France; Université Paris Descartes, Paris, France.
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Abstract
Cancer metastasis is the main cause of cancer-related death, and dissemination of tumor cells through the blood circulation is an important intermediate step that also exemplifies the switch from localized to systemic disease. Early detection and characterization of circulating tumor cells (CTCs) is therefore important as a general strategy to monitor and prevent the development of overt metastatic disease. Furthermore, sequential analysis of CTCs can provide clinically relevant information on the effectiveness and progression of systemic therapies (e.g., chemo-, hormonal, or targeted therapies with antibodies or small inhibitors). Although many advances have been made regarding the detection and molecular characterization of CTCs, several challenges still exist that limit the current use of this important diagnostic approach. In this review, we discuss the biology of tumor cell dissemination, technical advances, as well as the challenges and potential clinical implications of CTC detection and characterization.
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Affiliation(s)
- Simon A Joosse
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias M Gorges
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus Pantel
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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18
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Autebert J, Coudert B, Champ J, Saias L, Guneri ET, Lebofsky R, Bidard FC, Pierga JY, Farace F, Descroix S, Malaquin L, Viovy JL. High purity microfluidic sorting and analysis of circulating tumor cells: towards routine mutation detection. LAB ON A CHIP 2015; 15:2090-101. [PMID: 25815443 DOI: 10.1039/c5lc00104h] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
A new generation of the Ephesia cell capture technology optimized for CTC capture and genetic analysis is presented, characterized in depth and compared with the CellSearch system as a reference. This technology uses magnetic particles bearing tumour-cell specific EpCAM antibodies, self-assembled in a regular array in a microfluidic flow cell. 48,000 high aspect-ratio columns are generated using a magnetic field in a high throughput (>3 ml h(-1)) device and act as sieves to specifically capture the cells of interest through antibody-antigen interactions. Using this device optimized for CTC capture and analysis, we demonstrated the capture of epithelial cells with capture efficiency above 90% for concentrations as low as a few cells per ml. We showed the high specificity of capture with only 0.26% of non-epithelial cells captured for concentrations above 10 million cells per ml. We investigated the capture behavior of cells in the device, and correlated the cell attachment rate with the EpCAM expression on the cell membranes for six different cell lines. We developed and characterized a two-step blood processing method to allow for rapid processing of 10 ml blood tubes in less than 4 hours, and showed a capture rate of 70% for as low as 25 cells spiked in 10 ml blood tubes, with less than 100 contaminating hematopoietic cells. Using this device and procedure, we validated our system on patient samples using an automated cell immunostaining procedure and a semi-automated cell counting method. Our device captured CTCs in 75% of metastatic prostate cancer patients and 80% of metastatic breast cancer patients, and showed similar or better results than the CellSearch device in 10 out of 13 samples. Finally, we demonstrated the possibility of detecting cancer-related PIK3CA gene mutation in 20 cells captured in the chip with a good correlation between the cell count and the quantitation value Cq of the post-capture qPCR.
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Affiliation(s)
- Julien Autebert
- Institut Curie, Centre National de la Recherche Scientifique, Université Pierre et Marie Curie, PSL Research University, Unité Mixte de Recherche 168, 75005 Paris, France.
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Schaal C, Pillai S, Chellappan SP. The Rb-E2F transcriptional regulatory pathway in tumor angiogenesis and metastasis. Adv Cancer Res 2015; 121:147-182. [PMID: 24889531 DOI: 10.1016/b978-0-12-800249-0.00004-4] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The retinoblastoma tumor suppressor protein Rb plays a major role in regulating G1/S transition and is a critical regulator of cell proliferation. Rb protein exerts its growth regulatory properties mainly by physically interacting with the transcriptionally active members of the E2F transcription factor family, especially E2Fs 1, 2, and 3. Given its critical role in regulating cell proliferation, it is not surprising that Rb is inactivated in almost all tumors, either through the mutation of Rb gene itself or through the mutations of its upstream regulators including K-Ras and INK4. Recent studies have revealed a significant role for Rb and its downstream effectors, especially E2Fs, in regulating various aspects of tumor progression, angiogenesis, and metastasis. Thus, components of the Rb-E2F pathway have been shown to regulate the expression of genes involved in angiogenesis, including VEGF and VEGFR, genes involved in epithelial-mesenchymal transition including E-cadherin and ZEB proteins, and genes involved in invasion and migration like matrix metalloproteinases. Rb has also been shown to play a major role in the functioning of normal and cancer stem cells; further, Rb and E2F appear to play a regulatory role in the energy metabolism of cancer cells. These findings raise the possibility that mutational events that initiate tumorigenesis by inducing uncontrolled cell proliferation might also contribute to the progression and metastasis of cancers through the mediation of the Rb-E2F transcriptional regulatory pathway. This review highlights these recent studies on tumor promoting functions of the Rb-E2F pathway.
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Affiliation(s)
- Courtney Schaal
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Smitha Pillai
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Srikumar P Chellappan
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA.
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20
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Circulating tumor cells in patients with colorectal liver metastasis predict impaired survival. Ann Surg 2015; 261:164-71. [PMID: 24509211 DOI: 10.1097/sla.0000000000000580] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The aim of the study is to assess the prognostic and predictive value of circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) in bone marrow (BM) in patients with colorectal liver metastasis referred to surgery. BACKGROUND A total of 194 patients were included. Treatment of the patients was decided in a multidisciplinary team. METHODS BM aspirates and blood samples were collected at surgery, or in local anesthesia in nonresectable patients. CTCs were disclosed with CellSearch System, DTC with immunocytology. RESULTS Liver resection was completed in 153 patients. Forty-one patients were nonresectable, 22 preoperatively and 19 intraoperatively. The median follow-up was 22 (range 1-61) months. Relapse was diagnosed in 103 of the resected patients. Totally, 67 patients died of cancer. CTCs were detected in 19.6% of the patients. CTC positivity was significantly higher in nonresectable (46%) than in resectable patients (11.7%), P < 0.001. 13.8% of the patients had 2 or more CTCs, 31% of the nonresectable and 9.1% of the resectable patients (P = 0.001). Patients with 2 or more CTCs experienced reduced time to relapse/progression, both analyzing all patients (P = 0.002) and analyzing resectable patients (P < 0.001). Two or more CTCs was a strong predictor of progression and mortality in all subgroups of patients, together with more than 3 liver metastases, R1 resection, and extrahepatic disease. DTCs were detected in 9.9% of the patients, but not associated with clinical outcome in resectable patients. CONCLUSIONS CTCs predict nonresectability and impaired survival. CTC analysis should be considered as a tool for decision-making before liver resection in these patients.
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Galvan A, Colombo F, Frullanti E, Dassano A, Noci S, Wang Y, Eisen T, Matakidou A, Tomasello L, Vezzalini M, Sorio C, Dugo M, Ambrogi F, Iacobucci I, Martinelli G, Incarbone M, Alloisio M, Nosotti M, Tosi D, Santambrogio L, Pelosi G, Pastorino U, Houlston RS, Dragani TA. Germline polymorphisms and survival of lung adenocarcinoma patients: a genome-wide study in two European patient series. Int J Cancer 2015; 136:E262-71. [PMID: 25196286 DOI: 10.1002/ijc.29195] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 08/04/2014] [Accepted: 08/05/2014] [Indexed: 11/09/2022]
Abstract
In lung cancer, the survival of patients with the same clinical stage varies widely for unknown reasons. In this two-phase study, we examined the hypothesis that germline variations influence the survival of patients with lung adenocarcinoma. First, we analyzed existing genotype and clinical data from 289 UK-resident patients with lung adenocarcinoma, identifying 86 single nucleotide polymorphisms (SNPs) that associated with survival (p < 0.01). We then genotyped these candidate SNPs in a validation series of 748 patients from Italy that resulted genetically compatible with the UK series based on principal component analysis. In a Cox proportional hazard model adjusted for age, sex and clinical stage, four SNPs were confirmed on the basis of their having a hazard ratio (HR) indicating the same direction of effect in the two series and p < 0.05. The strongest association was provided by rs2107561, an intronic SNP of PTPRG, protein tyrosine phosphatase, receptor type, G; the C allele was associated with poorer survival in both patient series (pooled analysis loge HR = 0.31; 95% CI: 0.15-0.46, p = 8.5 × 10(-5) ). PTPRG mRNA levels in 43 samples of lung adenocarcinoma were 40% of those observed in noninvolved lung tissue from the same patients. PTPRG overexpression significantly inhibited the clonogenicity of A549 lung carcinoma cells and the anchorage-independent growth of the NCI-H460 large cell lung cancer line. These four germline variants represent promising candidates that, with further study, may help predict clinical outcome. In addition, the PTPRG locus may have a role in tumor progression.
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22
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Helissey C, Berger F, Cottu P, Diéras V, Mignot L, Servois V, Bouleuc C, Asselain B, Pelissier S, Vaucher I, Pierga JY, Bidard FC. Circulating tumor cell thresholds and survival scores in advanced metastatic breast cancer: the observational step of the CirCe01 phase III trial. Cancer Lett 2015; 360:213-8. [PMID: 25700777 DOI: 10.1016/j.canlet.2015.02.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Revised: 02/05/2015] [Accepted: 02/07/2015] [Indexed: 11/13/2022]
Abstract
The clinical validity of circulating tumor cell (CTC) count changes during chemotherapy in metastatic breast cancer patients has been validated, but its clinical utility remains to be demonstrated. We report here the non-randomized run-in phase of the CirCe01 trial which was designed to evaluate CTC changes and thresholds to other palliative prognostic scores and establish CTC thresholds to be used in the randomized part of the study. CTC count (CellSearch®) and other prognostic parameters (serum albumin level, lymphocyte level, LDH level, prognostic inflammatory and nutritional index (PINI) and Barbot's score) were assessed in 56 metastatic breast cancer patients before the first cycle of third line chemotherapy. Early changes of CTC count were correlated with treatment outcome. Independent prognostic markers in multivariate analysis were: low serum albumin (HR = 11.1), poor performance status (HR = 3.8), ≥5 CTC/7.5 ml (HR = 3.8) and triple negative subtype (HER2+ and hormone positive vs triple negative: both HR = 0.2). Among patients with ≥5 CTC/7.5 ml at baseline, a composite criteria (<5 CTC/7.5 ml or relative decrease ≥-70% of the baseline CTC count) showed better prognostication for PFS (p=0.002).
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Affiliation(s)
- C Helissey
- Department of Medical Oncology, Institut Curie, Paris, France
| | - F Berger
- Department of Clinical Research, Institut Curie, Paris, France; INSERM U900, Paris, France
| | - P Cottu
- Department of Medical Oncology, Institut Curie, Paris, France
| | - V Diéras
- Department of Medical Oncology, Institut Curie, Paris, France; Department of Clinical Research, Institut Curie, Paris, France
| | - L Mignot
- Department of Medical Oncology, Institut Curie, Paris, France
| | - V Servois
- Department of Radiology, Institut Curie, Paris, France
| | - C Bouleuc
- Department of Supportive Care, Institut Curie, Paris, France
| | - B Asselain
- Department of Clinical Research, Institut Curie, Paris, France
| | - S Pelissier
- Department of Clinical Research, Institut Curie, Paris, France
| | - I Vaucher
- Department of Supportive Care, Institut Curie, Paris, France
| | - J Y Pierga
- Department of Medical Oncology, Institut Curie, Paris, France; Circulating Tumor Biomarkers Laboratory, SIRIC, Institut Curie, Paris, France; University Paris Descartes, Paris, France.
| | - F C Bidard
- Department of Medical Oncology, Institut Curie, Paris, France; Circulating Tumor Biomarkers Laboratory, SIRIC, Institut Curie, Paris, France
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Zimmer AS, Steeg PS. Meaningful prevention of breast cancer metastasis: candidate therapeutics, preclinical validation, and clinical trial concerns. J Mol Med (Berl) 2015; 93:13-29. [PMID: 25412774 PMCID: PMC6545582 DOI: 10.1007/s00109-014-1226-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Revised: 10/08/2014] [Accepted: 10/30/2014] [Indexed: 12/31/2022]
Abstract
The development of drugs to treat breast and other cancers proceeds through phase I dose finding, phase II efficacy, and phase III comparative studies in the metastatic setting, only then asking if metastasis can be prevented in adjuvant trials. Compounds without overt cytotoxic activity, such as those developed to inhibit metastatic colonization, will likely fail to shrink established lesions in the metastatic setting and never be tested in a metastasis prevention scenario where they were preclinically validated. We and others have proposed phase II primary and secondary metastasis prevention studies to address this need. Herein, we have asked whether preclinical metastasis prevention data agrees with the positive adjuvant setting trials. The data are limited but complimentary. We also review fundamental pathways involved in metastasis, including Src, integrins, focal adhesion kinase (FAK), and fibrosis, for their clinical progress to date and potential for metastasis prevention. Issues of inadequate preclinical validation and clinical toxicity profiles are discussed.
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Affiliation(s)
- Alexandra S Zimmer
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA,
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Pierga JY, Petit T, Lévy C, Ferrero JM, Campone M, Gligorov J, Lerebours F, Roché H, Bachelot T, Charafe-Jauffret E, Bonneterre J, Hernandez J, Bidard FC, Viens P. Pathological Response and Circulating Tumor Cell Count Identifies Treated HER2+ Inflammatory Breast Cancer Patients with Excellent Prognosis: BEVERLY-2 Survival Data. Clin Cancer Res 2014; 21:1298-304. [DOI: 10.1158/1078-0432.ccr-14-1705] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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25
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Smith AD, Roda D, Yap TA. Strategies for modern biomarker and drug development in oncology. J Hematol Oncol 2014; 7:70. [PMID: 25277503 PMCID: PMC4189730 DOI: 10.1186/s13045-014-0070-8] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/21/2014] [Indexed: 02/08/2023] Open
Abstract
Technological advancements in the molecular characterization of cancers have enabled researchers to identify an increasing number of key molecular drivers of cancer progression. These discoveries have led to multiple novel anticancer therapeutics, and clinical benefit in selected patient populations. Despite this, the identification of clinically relevant predictive biomarkers of response continues to lag behind. In this review, we discuss strategies for the molecular characterization of cancers and the importance of biomarkers for the development of novel antitumor therapeutics. We also review critical successes and failures in oncology, and detail the lessons learnt, which may aid in the acceleration of anticancer drug development and biomarker discovery.
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Affiliation(s)
- Alan D Smith
- Drug Development Unit, Royal Marsden NHS Foundation Trust, Division of Clinical Studies, The Institute of Cancer Research, Downs Road, Sutton, Surrey, SM2 5PT, UK.
| | - Desam Roda
- Drug Development Unit, Royal Marsden NHS Foundation Trust, Division of Clinical Studies, The Institute of Cancer Research, Downs Road, Sutton, Surrey, SM2 5PT, UK.
| | - Timothy A Yap
- Drug Development Unit, Royal Marsden NHS Foundation Trust, Division of Clinical Studies, The Institute of Cancer Research, Downs Road, Sutton, Surrey, SM2 5PT, UK.
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26
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Translation in solid cancer: are size-based response criteria an anachronism? Clin Transl Oncol 2014; 17:1-10. [PMID: 25073600 DOI: 10.1007/s12094-014-1207-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Accepted: 07/09/2014] [Indexed: 12/19/2022]
Abstract
The purpose of translation is the development of effective medicinal products based on validated science. A parallel objective is to obtain marketing authorization for the translated product. Unfortunately, in solid cancer, these two objectives are not mutually consistent as evidenced by the contrast between major advances in science and the continuing dismal record of pharmaceutical productivity. If the problem is unrelated to science, then the process of translation may require a closer examination, namely, the criteria for regulatory approval. This realization is important because, in this context, the objective of translation is regulatory approval, and science does not passively translate into useful medicinal products. Today, in solid cancer, response criteria related to tumor size are less useful than during the earlier cytotoxic drugs era; advanced imaging and biomarkers now allow for tracking of the natural history of the disease in the laboratory and the clinic. Also, it is difficult to infer clinical benefit from tumor shrinkage since it is rarely sustained. Accordingly, size-based response criteria may represent an anachronism relative to translation in solid cancer and it may be appropriate to align preclinical and clinical effort and shift the focus to local invasion and metastasis. The shift from a cancer cell-centric model to a stroma centric model offers novel opportunities not only to interupt the natural history of the disease, but also to rethink the relevance of outdated criteria of clinical response. Current evidence favors the opinion that, in solid cancer, a different, broader, and contextual approach may lead to interventions that could delay local invasion and metastasis. All elements supporting this shift, especially advanced imaging, are in place.
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MicroRNA-142-3p, a novel target of tumor suppressor menin, inhibits osteosarcoma cell proliferation by down-regulation of FASN. Tumour Biol 2014; 35:10287-93. [DOI: 10.1007/s13277-014-2316-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 07/04/2014] [Indexed: 10/25/2022] Open
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28
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New Medical/Biologic Paradigms in the Treatment of Bone Tumors. CURRENT SURGERY REPORTS 2014. [DOI: 10.1007/s40137-014-0055-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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31
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Menter DG, Tucker SC, Kopetz S, Sood AK, Crissman JD, Honn KV. Platelets and cancer: a casual or causal relationship: revisited. Cancer Metastasis Rev 2014; 33:231-69. [PMID: 24696047 PMCID: PMC4186918 DOI: 10.1007/s10555-014-9498-0] [Citation(s) in RCA: 220] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Human platelets arise as subcellular fragments of megakaryocytes in bone marrow. The physiologic demand, presence of disease such as cancer, or drug effects can regulate the production circulating platelets. Platelet biology is essential to hemostasis, vascular integrity, angiogenesis, inflammation, innate immunity, wound healing, and cancer biology. The most critical biological platelet response is serving as "First Responders" during the wounding process. The exposure of extracellular matrix proteins and intracellular components occurs after wounding. Numerous platelet receptors recognize matrix proteins that trigger platelet activation, adhesion, aggregation, and stabilization. Once activated, platelets change shape and degranulate to release growth factors and bioactive lipids into the blood stream. This cyclic process recruits and aggregates platelets along with thrombogenesis. This process facilitates wound closure or can recognize circulating pathologic bodies. Cancer cell entry into the blood stream triggers platelet-mediated recognition and is amplified by cell surface receptors, cellular products, extracellular factors, and immune cells. In some cases, these interactions suppress immune recognition and elimination of cancer cells or promote arrest at the endothelium, or entrapment in the microvasculature, and survival. This supports survival and spread of cancer cells and the establishment of secondary lesions to serve as important targets for prevention and therapy.
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Affiliation(s)
- David G Menter
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77054, USA
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Lim SH, Becker TM, Chua W, Caixeiro NJ, Ng WL, Kienzle N, Tognela A, Lumba S, Rasko JEJ, de Souza P, Spring KJ. Circulating tumour cells and circulating free nucleic acid as prognostic and predictive biomarkers in colorectal cancer. Cancer Lett 2013; 346:24-33. [PMID: 24368189 DOI: 10.1016/j.canlet.2013.12.019] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 12/07/2013] [Accepted: 12/13/2013] [Indexed: 02/06/2023]
Abstract
The detection of circulating tumour cells or circulating free tumour nucleic acids can potentially guide treatment and inform prognosis in colorectal cancer using minimally invasive "liquid biopsies". Current literature supports the notion that high circulating tumour cell counts or presence of tumour nucleic acid correlate with inferior clinical outcomes for patients, but they are not yet part of routine clinical care. Future research evolves around the examination of the molecular phenotype of circulating tumour cells. The key unanswered areas include differentiating between circulating tumour cell presence and their proliferative capacity and dormancy, identifying tumour heterogeneity and understanding the epithelial-mesenchymal transition.
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Affiliation(s)
- S H Lim
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; School of Medicine, University of New South Wales, Kensington 2052, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia.
| | - T M Becker
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; School of Medicine, University of New South Wales, Kensington 2052, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia
| | - W Chua
- Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia
| | - N J Caixeiro
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia; Liverpool Clinical School, University of Western Sydney, Liverpool 2170, Australia
| | - W L Ng
- Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia
| | - N Kienzle
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; School of Medicine, University of New South Wales, Kensington 2052, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia
| | - A Tognela
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia; Liverpool Clinical School, University of Western Sydney, Liverpool 2170, Australia
| | - S Lumba
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; School of Medicine, University of New South Wales, Kensington 2052, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia
| | - J E J Rasko
- Department of Cell and Molecular Therapies, Royal Prince Alfred Hospital, Camperdown 2050, Australia; Gene and Stem Cell Therapy Program, Centenary Institute, University of Sydney, Camperdown 2050, Australia
| | - P de Souza
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; Department of Medical Oncology, Liverpool Hospital, Liverpool 2170, Australia; School of Medicine, University of New South Wales, Kensington 2052, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia; Liverpool Clinical School, University of Western Sydney, Liverpool 2170, Australia
| | - K J Spring
- Medical Oncology Group, Ingham Institute for Applied Medical Research, Liverpool 2170, Australia; South West Sydney Translational Cancer Research Unit, Liverpool 2170, Australia; Liverpool Clinical School, University of Western Sydney, Liverpool 2170, Australia
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Bidard FC, Madic J, Mariani P, Piperno-Neumann S, Rampanou A, Servois V, Cassoux N, Desjardins L, Milder M, Vaucher I, Pierga JY, Lebofsky R, Stern MH, Lantz O. Detection rate and prognostic value of circulating tumor cells and circulating tumor DNA in metastatic uveal melanoma. Int J Cancer 2013; 134:1207-13. [PMID: 23934701 DOI: 10.1002/ijc.28436] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2013] [Accepted: 07/25/2013] [Indexed: 12/13/2022]
Abstract
Circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) have been recently investigated in several cancer types, but their respective clinical significance remains to be determined. In our prospective study, we compared the detection rate and the prognostic value of these two circulating biomarkers in patients with metastatic uveal melanoma. GNAQ/GNA11 mutations were characterized in archived tumor tissue. Using a highly sensitive and mutation-specific bidirectional pyrophosphorolysis-activated polymerization (bi-PAP) technique, GNAQ c.626A>T, GNAQ c.626A>C and GNA11 c.626A>T copy numbers were quantified in plasma from 12 mL of blood. CTCs were detected at the same time in 7.5 mL of blood by the CellSearch technique. Patient characteristics and outcome were prospectively collected. CTCs (≥1) were detected in 12 of the 40 included patients (30%, range 1-20). Among the 26 patients with known detectable mutations, ctDNA was detected and quantified in 22 (84%, range 4-11,421 copies/mL). CTC count and ctDNA levels were associated with the presence of miliary hepatic metastasis (p = 0.004 and 0.03, respectively), with metastasis volume (p = 0.005 and 0.004) and with each other (p < 0.0001). CTC count and ctDNA levels were both strongly associated with progression-free survival (p = 0.003 and 0.001) and overall survival (p = 0.0009 and <0.0001). In multivariate analyses, ctDNA appeared to be a better prognostic marker than CTC. In conclusion, ctDNA and CTC are correlated and both have poor prognostic significance. CTC detection can be performed in every patient but, in patients with detectable mutations, ctDNA was more frequently detected than CTC and has possibly more prognostic value.
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Affiliation(s)
- François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris, France; Laboratory of Circulating Tumor Biomarkers, Institut Curie, Paris, France
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Bidard FC, Huguet F, Louvet C, Mineur L, Bouché O, Chibaudel B, Artru P, Desseigne F, Bachet JB, Mathiot C, Pierga JY, Hammel P. Circulating tumor cells in locally advanced pancreatic adenocarcinoma: the ancillary CirCe 07 study to the LAP 07 trial. Ann Oncol 2013; 24:2057-61. [PMID: 23676420 DOI: 10.1093/annonc/mdt176] [Citation(s) in RCA: 141] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Pancreatic carcinoma is one of the leading causes of cancer-related mortality. At the time of diagnosis, 30% of patients present with a locally advanced pancreatic carcinoma (LAPC). As circulating tumor cells (CTCs) count may be a surrogate of the cancer metastatic abilities, CTC detection rates and prognostic value were studied in a prospective cohort of LAPC patients. PATIENTS AND METHODS An LAP07 international multicenter randomized study assesses in patients whose LAPC is controlled after 4 months of chemotherapy whether chemoradiotherapy could increase survival versus continuation of chemotherapy. A subgroup of patients included in the LAP07 trial was screened for CTCs (CellSearch®) before the start of the chemotherapy and after 2 months of treatment. Patient characteristics and survival were obtained prospectively and were correlated with CTC detection. RESULTS Seventy-nine patients were included. One or more CTCs/7.5 ml were detected in 5% of patients before treatment and in 9% of patients after 2 months of treatment (overall detection rate: 11% of patients). CTC positivity was associated with poor tumor differentiation (P = 0.04), and with shorter overall survival (OS) in multivariable analysis (RR = 2.5, P = 0.01), together with anemia. CONCLUSIONS The evaluation of micrometastatic disease using CTC detection appears as a promising prognostic tool in LAPC patients.
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Affiliation(s)
- F C Bidard
- Department of Medical Oncology, Institut Curie, Paris, France.
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Time-Dependent Prognostic Impact of Circulating Tumor Cells Detection in Non-Metastatic Breast Cancer: 70-Month Analysis of the REMAGUS02 Study. Int J Breast Cancer 2013; 2013:130470. [PMID: 23762567 PMCID: PMC3665249 DOI: 10.1155/2013/130470] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 04/19/2013] [Indexed: 01/28/2023] Open
Abstract
Introduction. In non-metastatic breast cancer patients, the REMAGUS02 neoadjuvant study was the first to report a significant impact of circulating tumor cells (CTCs) detection by the CellSearch system on the distant metastasis-free survival (DMFS) and overall survival (OS) endpoints. However, these results were only reported after a short follow-up. Here, we present the updated data, with a longer follow-up. Material and Methods. CTC count was performed before and after neoadjuvant chemotherapy in 118 patients and correlated to survival. Results. CTC count results were available before and/or after neoadjuvant chemotherapy in 115 patients. After a median follow-up of 70 months, detection of ≥1 CTC/7.5 mL before chemotherapy (N = 95) was significantly associated with DMFS (P = 0.04) and OS (P = 0.03), whereas postchemotherapy CTC detection (N = 85) had no significant impact. In multivariable analysis, prechemotherapy CTC and triple negative phenotype were the two independent prognostic factors for survival. We observed that the CTC impact is most significant during the first three years of follow-up. Discussion. We confirm that the detection of CTC is independently associated with a significantly worse outcome, but mainly during the first 3-4 years of follow-up. No prognostic impact is seen in patients who are still relapse-free at this moment.
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Ligthart S, Bidard FC, Decraene C, Bachelot T, Delaloge S, Brain E, Campone M, Viens P, Pierga JY, Terstappen L. Unbiased quantitative assessment of Her-2 expression of circulating tumor cells in patients with metastatic and non-metastatic breast cancer. Ann Oncol 2013; 24:1231-8. [DOI: 10.1093/annonc/mds625] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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