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Ye X, Deng J, Dong C, Pan X, Lu Y. Characterization and verification of CD81 as a potential target in lung squamous cell carcinoma. Biochem Biophys Res Commun 2024; 692:149344. [PMID: 38070275 DOI: 10.1016/j.bbrc.2023.149344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 11/25/2023] [Indexed: 01/06/2024]
Abstract
CD81 is a cell surface transmembrane protein of the tetraspanin family, which critically regulates signal transduction and immune response. Growing evidence has shown that CD81 plays important roles in tumorigenesis and influences immunotherapy response. Here, combining bio-informatics and functional analysis, we find that CD81 is a risk factor in lung squamous cell carcinoma (LUSC), whereas a protective factor in lung adenocarcinoma. In LUSC with high expression of CD81, the autophagy and JAK-STAT signaling pathway are activated. Meanwhile, the expression level of CD81 is negatively correlated with tumor mutational load (TMB), microsatellite instability (MSI), and neoantigen (NEO). Furthermore, patients with LUSC and high expression of CD81 do not respond to immunotherapy drugs, but can respond to chemotherapy drugs. Importantly, depletion of CD81 suppresses the proliferation of LUSC cell, and enhances the sensitivity to cisplatin. Our findings suggest that CD81 represents a potential target for cisplatin-based chemotherapy in patients with LUSC.
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Affiliation(s)
- Xifu Ye
- Tongji University Cancer Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Junyuan Deng
- Tongji University Cancer Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chengyuan Dong
- Medical College, Anhui University of Science and Technology, Huainan, AnHui, China
| | - Xue Pan
- Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital of Soochow University, Suzhou, China.
| | - Yi Lu
- Tongji University Cancer Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
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2
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Chen W, Ni D, Zhang H, Li X, Jiang Y, Wu J, Gu Y, Gao M, Shi W, Song J, Shi W. Over-expression of USP15/MMP3 predict poor prognosis and promote growth, migration in non-small cell lung cancer cells. Cancer Genet 2023; 272-273:9-15. [PMID: 36640492 DOI: 10.1016/j.cancergen.2023.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/09/2022] [Accepted: 01/05/2023] [Indexed: 01/09/2023]
Abstract
Aberrant ubiquitin modifications caused by an imbalance in the activities of ubiquitinases and de-ubiquitinases are emerging as important mechanisms underlying non-small cell lung cancer (NSCLC) progression. The deubiquitinating enzyme ubiquitin-specific peptidase 15 (USP15) has been identified as an important factor in oncogenesis and a potential therapeutic target. However, the expression profile and function of USP15 in NSCLC remain elusive. In the present study, we investigated the expression pattern and the potential biological functions of USP15 in NSCLC both in cells and animal models. Our data revealed that USP15 was highly expressed in NSCLC tissues and cells compared with normal counterpart. We subsequently knocked down USP15 expression in two NSCLC cell lines, which significantly suppressed cell proliferation. In addition, knocking down USP15 expression reduced NSCLC cell migration and invasion according to the results from Matrigel-Transwell analysis. NSCLC animal model results showed that USP15 knockdown also reduced NSCLC size. Biochemical analysis revealed that USP15 knockdown inhibited matrix metalloproteinase (MMP)3 and MMP9 expression. Furthermore, high levels of USP15 and MMP3 expression were associated with poor prognosis in NSCLC. In conclusion, the results from the present study suggest that the high expression of USP15 promotes NSCLC tumorigenesis. Therefore, it is proposed that USP15 and MMPs may represent novel biomarkers for NSCLC progression and prognosis.
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Affiliation(s)
- Weiwei Chen
- Medical School of Nantong University, Nantong, 226007, China; Department of Oncology, Affiliated Hospital of Nantong University, Nantong, 226001, China; Department of Radiotherapy, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Daguang Ni
- Department of Radiotherapy, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Hailin Zhang
- Department of Pneumology, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Xia Li
- Department of General Medicine, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Youqin Jiang
- Department of Radiotherapy, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Jixiang Wu
- Department of Cardiothoracic Surgery, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Yan Gu
- Department of Cardiothoracic Surgery, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Mingcheng Gao
- Department of Cardiothoracic Surgery, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Woda Shi
- Department of Cardiothoracic Surgery, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Jianxiang Song
- Department of Cardiothoracic Surgery, The Sixth Affiliated Hospital of Nantong University, Yancheng Third People's Hospital, The Yancheng School of Clinical Medicine of Nanjing Medical University, Yancheng 224002, China.
| | - Wenyu Shi
- Medical School of Nantong University, Nantong, 226007, China; Department of Oncology, Affiliated Hospital of Nantong University, Nantong, 226001, China.
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3
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Hu A, Liu J, Wang Y, Zhang M, Guo Y, Qin Y, Liu T, Men Y, Chen Q, Liu T. Discovery of rafoxanide as a novel agent for the treatment of non-small cell lung cancer. Sci Rep 2023; 13:693. [PMID: 36639421 PMCID: PMC9839764 DOI: 10.1038/s41598-023-27403-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 01/02/2023] [Indexed: 01/15/2023] Open
Abstract
Non-small cell lung cancer (NSCLC), which accounts for approximately 85% of all lung cancer cases, is associated with a poor outcome. Rafoxanide is an anthelmintic drug that inhibits tumor growth in certain malignancies. However, its impact on NSCLC remains unknown. In this study, we examined the effect of rafoxanide on NSCLC and dissected the underlying mechanism. The results showed that rafoxanide significantly inhibited the growth, invasion, and migration of NSCLC cells. Besides, rafoxanide can induce NSCLC cell apoptosis and cell cycle arrest in a dose-dependent manner. RNA-seq analysis revealed that genes associated with endoplasmic reticulum stress (ER) stress responses were activated. Mechanistically, we found Rafoxanide can induce ER stress and activate the unfolded protein response (UPR). Apoptosis was activated by excessive ER stress, and autophagy was activated to partially alleviate ER stress. In vivo, we found that rafoxanide inhibited the growth of A549 and H1299 xenograft mouse models without severe side effects. Collectively, the present study indicates that rafoxanide may be a candidate drug for the treatment of NSCLC.
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Affiliation(s)
- Ankang Hu
- grid.417303.20000 0000 9927 0537Center of Animal Laboratory, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu China
| | - Jing Liu
- grid.452207.60000 0004 1758 0558Department of Respiratory Medicine, Xuzhou Central Hospital, No. 199 Jiefang South Road, Xuzhou, Jiangsu China
| | - Yonghui Wang
- grid.417303.20000 0000 9927 0537School of Life Sciences, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu China
| | - Maoyin Zhang
- grid.413389.40000 0004 1758 1622Department of Anesthesiology, The Affiliated Hospital of Xuzhou Medical University. No, 99 Huaihai West Road, Xuzhou, Jiangsu China
| | - Yao Guo
- grid.417303.20000 0000 9927 0537School of Life Sciences, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu China
| | - Ying Qin
- grid.417303.20000 0000 9927 0537Center of Animal Laboratory, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu China
| | - Tingya Liu
- grid.413389.40000 0004 1758 1622Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, No. 99 Huaihai West Road, Xuzhou, China
| | - Yanjuan Men
- grid.89957.3a0000 0000 9255 8984Kangda College of Nanjing Medical University, No. 88 Chunhui Road, Lianyungang, China
| | - Quangang Chen
- Center of Animal Laboratory, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu, China. .,School of Life Sciences, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu, China.
| | - Tingjun Liu
- Center of Animal Laboratory, Xuzhou Medical University, No. 209 Tongshan Road, Xuzhou, Jiangsu, China.
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4
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Shi L, Li Y, Xu X, Cheng Y, Meng B, Xu J, Xiang L, Zhang J, He K, Tong J, Zhang J, Xiang L, Xiang G. Brown adipose tissue-derived Nrg4 alleviates endothelial inflammation and atherosclerosis in male mice. Nat Metab 2022; 4:1573-1590. [PMID: 36400933 PMCID: PMC9684073 DOI: 10.1038/s42255-022-00671-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 09/30/2022] [Indexed: 11/21/2022]
Abstract
Brown adipose tissue (BAT) activity contributes to cardiovascular health by its energy-dissipating capacity but how BAT modulates vascular function and atherosclerosis through endocrine mechanisms remains poorly understood. Here we show that BAT-derived neuregulin-4 (Nrg4) ameliorates atherosclerosis in mice. BAT-specific Nrg4 deficiency accelerates vascular inflammation and adhesion responses, endothelial dysfunction and apoptosis and atherosclerosis in male mice. BAT-specific Nrg4 restoration alleviates vascular inflammation and adhesion responses, attenuates leukocyte homing and reduces endothelial injury and atherosclerosis in male mice. In endothelial cells, Nrg4 decreases apoptosis, inflammation and adhesion responses induced by oxidized low-density lipoprotein. Mechanistically, protein kinase B (Akt)-nuclear factor-κB signaling is involved in the beneficial effects of Nrg4 on the endothelium. Taken together, the results reveal Nrg4 as a potential cross-talk factor between BAT and arteries that may serve as a target for atherosclerosis.
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Affiliation(s)
- Lingfeng Shi
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Endocrinology Department, The First Affiliated Hospital of the Army Medical University (Third Military Medical University), Chongqing, China
| | - Yixiang Li
- Department of Hematology and Medical Oncology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Xiaoli Xu
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
| | - Yangyang Cheng
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
| | - Biying Meng
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
| | - Jinling Xu
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Lin Xiang
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
| | - Jiajia Zhang
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China
| | - Kaiyue He
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Jiayue Tong
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Junxia Zhang
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China.
| | - Lingwei Xiang
- Centers for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA.
| | - Guangda Xiang
- Department of Endocrinology, General Hospital of Central Theater Command, Wuhan, China.
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China.
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5
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Li S, Liu T, Liu H, Zhai X, Cao T, Yu H, Hong W, Lin X, Li M, Huang Y, Xiao J. Integrated driver mutations profile of chinese gastrointestinal-natural killer/T-cell lymphoma. Front Oncol 2022; 12:976762. [PMID: 36059700 PMCID: PMC9434212 DOI: 10.3389/fonc.2022.976762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 07/15/2022] [Indexed: 12/03/2022] Open
Abstract
Background One of the most common nasal external sites in extranodal Natural Killer/T-cell lymphoma (NKTCL) is in the gastrointestinal (GI) system. Despite this, reports on gastrointestinal-Natural Killer/T-cell lymphoma (GI-NKTCL) are very few. To obtain a better understanding of this manifestation of NKTCL, we conducted a retrospective study on GI-NKTCL to analyze its clinical features, genomic changes and immune infiltration. Methods We retrospectively collected patients diagnosed with GI-NKTCL in the Sixth Affiliated Hospital of Sun Yat-sen University from 2010 to 2020. From this cohort we obtained mutation data via whole exome sequencing. Results Genomic analysis from 15 patients with GI-NKTCL showed that the most common driving mutations were ARID1B(14%, 2/15), ERBB3(14%, 2/15), POT1(14%, 2/15), and TP53(14%, 2/15). In addition, we found the most common gene mutation in patients with GI-NKTCL to be RETSAT(29%, 4/15) and SNRNP70(21%, 3/15), and the most common hallmark pathway mutations to be G2M checkpoint pathway (10/15, 66.7%), E2F targets (8/15, 53.3%), estrogen response late (7/15, 46.7%), estrogen response early (7/15, 46.7%), apoptosis (7/15, 46.7%) and TNFA signaling via NFKB (7/15, 46.7%). In the ICIs-Miao cohort, SNRNP7-wild-type (WT) melanoma patients had significantly prolonged overall survival (OS) time compared with SNRNP7 mutant type (MT) melanoma patients. In the TCGA-UCEC cohort, the patients with RETSAT-MT or SNRNP7-MT had significantly increased expression of immune checkpoint molecules and upregulation of inflammatory immune cells. Conclusions In this study, we explored GI-NKTCL by means of genomic analysis, and identified the most common mutant genes (RETSAT and SNRNP70), pathway mutations (G2M checkpoint and E2F targets) in GI-NKTCL patients. Also, we explored the association between the common mutant genes and immune infiltration. Our aim is that our exploration of these genomic changes will aid in the discovery of new biomarkers and therapeutic targets for those with GI-NKTCL, and finally provide a theoretical basis for improving the treatment and prognosis of patients with GI-NKTCL.
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Affiliation(s)
- Shanshan Li
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Tingzhi Liu
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Department of Medical Hematology, The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Hailing Liu
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Department of Pathology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
| | - Xiaohui Zhai
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Taiyuan Cao
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hongen Yu
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wanjia Hong
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoru Lin
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ming Li
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yan Huang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Department of Pathology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- *Correspondence: Yan Huang, ; Jian Xiao,
| | - Jian Xiao
- Department of Medical Oncology, The Sixth Affiliated Hospital of Sun-Yat Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Yan Huang, ; Jian Xiao,
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6
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Mani DR, Krug K, Zhang B, Satpathy S, Clauser KR, Ding L, Ellis M, Gillette MA, Carr SA. Cancer proteogenomics: current impact and future prospects. Nat Rev Cancer 2022; 22:298-313. [PMID: 35236940 DOI: 10.1038/s41568-022-00446-5] [Citation(s) in RCA: 66] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/21/2022] [Indexed: 02/07/2023]
Abstract
Genomic analyses in cancer have been enormously impactful, leading to the identification of driver mutations and development of targeted therapies. But the functions of the vast majority of somatic mutations and copy number variants in tumours remain unknown, and the causes of resistance to targeted therapies and methods to overcome them are poorly defined. Recent improvements in mass spectrometry-based proteomics now enable direct examination of the consequences of genomic aberrations, providing deep and quantitative characterization of tumour tissues. Integration of proteins and their post-translational modifications with genomic, epigenomic and transcriptomic data constitutes the new field of proteogenomics, and is already leading to new biological and diagnostic knowledge with the potential to improve our understanding of malignant transformation and therapeutic outcomes. In this Review we describe recent developments in proteogenomics and key findings from the proteogenomic analysis of a wide range of cancers. Considerations relevant to the selection and use of samples for proteogenomics and the current technologies used to generate, analyse and integrate proteomic with genomic data are described. Applications of proteogenomics in translational studies and immuno-oncology are rapidly emerging, and the prospect for their full integration into therapeutic trials and clinical care seems bright.
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Affiliation(s)
- D R Mani
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
| | - Karsten Krug
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Bing Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, USA
| | - Shankha Satpathy
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Karl R Clauser
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Li Ding
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew Ellis
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, USA
| | - Michael A Gillette
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
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7
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Baldelli E, Hodge KA, Bellezza G, Shah NJ, Gambara G, Sidoni A, Mandarano M, Ruhunusiri C, Dunetz B, Abu-Khalaf M, Wulfkuhle J, Gallagher RI, Liotta L, de Bono J, Mehra N, Riisnaes R, Ravaggi A, Odicino F, Sereni MI, Blackburn M, Zupa A, Improta G, Demsko P, Crino' L, Ludovini V, Giaccone G, Petricoin EF, Pierobon M. PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine. J Immunother Cancer 2021; 9:e002179. [PMID: 34620701 PMCID: PMC8499669 DOI: 10.1136/jitc-2020-002179] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/20/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Anti-programmed cell death protein 1 and programmed cell death ligand 1 (PD-L1) agents are broadly used in first-line and second-line treatment across different tumor types. While immunohistochemistry-based assays are routinely used to assess PD-L1 expression, their clinical utility remains controversial due to the partial predictive value and lack of standardized cut-offs across antibody clones. Using a high throughput immunoassay, the reverse phase protein microarray (RPPA), coupled with a fluorescence-based detection system, this study compared the performance of six anti-PD-L1 antibody clones on 666 tumor samples. METHODS PD-L1 expression was measured using five antibody clones (22C3, 28-8, CAL10, E1L3N and SP142) and the therapeutic antibody atezolizumab on 222 lung, 71 ovarian, 52 prostate and 267 breast cancers, and 54 metastatic lesions. To capture clinically relevant variables, our cohort included frozen and formalin-fixed paraffin-embedded samples, surgical specimens and core needle biopsies. Pure tumor epithelia were isolated using laser capture microdissection from 602 samples. Correlation coefficients were calculated to assess concordance between antibody clones. For two independent cohorts of patients with lung cancer treated with nivolumab, RPPA-based PD-L1 measurements were examined along with response to treatment. RESULTS Median-center PD-L1 dynamic ranged from 0.01 to 39.37 across antibody clones. Correlation coefficients between the six antibody clones were heterogeneous (range: -0.48 to 0.95) and below 0.50 in 61% of the comparisons. In nivolumab-treated patients, RPPA-based measurement identified a subgroup of tumors, where low PD-L1 expression equated to lack of response. CONCLUSIONS Continuous RPPA-based measurements capture a broad dynamic range of PD-L1 expression in human specimens and heterogeneous concordance levels between antibody clones. This high throughput immunoassay can potentially identify subgroups of tumors in which low expression of PD-L1 equates to lack of response to treatment.
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Affiliation(s)
- Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - K Alex Hodge
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Guido Bellezza
- Department of Experimental Medicine, Section of Anatomic Pathology and Histology, University of Perugia, Perugia, Italy
| | - Neil J Shah
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Guido Gambara
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Angelo Sidoni
- Department of Experimental Medicine, Section of Anatomic Pathology and Histology, University of Perugia, Perugia, Italy
| | - Martina Mandarano
- Department of Experimental Medicine, Section of Anatomic Pathology and Histology, University of Perugia, Perugia, Italy
| | - Chamodya Ruhunusiri
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
- School of Systems Biology, George Mason University, Manassas, Virginia, USA
| | | | - Maysa Abu-Khalaf
- Department of Medical Oncology, Sidney Kimmel Cancer Center at Jefferson Health, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Julia Wulfkuhle
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Rosa I Gallagher
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | | | - Niven Mehra
- The Institute of Cancer Research, London, UK
| | | | - Antonella Ravaggi
- Angelo Nocivelli Institute of Molecular Medicine, Division of Gynecologic Oncology, University of Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - Franco Odicino
- Angelo Nocivelli Institute of Molecular Medicine, Division of Gynecologic Oncology, University of Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - Maria Isabella Sereni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
- Angelo Nocivelli Institute of Molecular Medicine, Division of Gynecologic Oncology, University of Brescia and ASST Spedali Civili di Brescia, Brescia, Italy
| | - Matthew Blackburn
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Angela Zupa
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
- Unita' Operativa di Anatomia Patologica, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) CROB, Rionero In Vulture, Italy
| | - Giuseppina Improta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
- Unita' Operativa di Anatomia Patologica, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) CROB, Rionero In Vulture, Italy
| | - Perry Demsko
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Lucio Crino'
- Department of Medical Oncology, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Vienna Ludovini
- Division of Medical Oncology, S. Maria della Misericordia Hospital, Perugia, Italy
| | - Giuseppe Giaccone
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia, USA
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, Virginia, USA
- School of Systems Biology, George Mason University, Manassas, Virginia, USA
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8
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Hampsch RA, Wells JD, Traphagen NA, McCleery CF, Fields JL, Shee K, Dillon LM, Pooler DB, Lewis LD, Demidenko E, Huang YH, Marotti JD, Goen AE, Kinlaw WB, Miller TW. AMPK Activation by Metformin Promotes Survival of Dormant ER + Breast Cancer Cells. Clin Cancer Res 2020; 26:3707-3719. [PMID: 32321715 DOI: 10.1158/1078-0432.ccr-20-0269] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 04/01/2020] [Accepted: 04/15/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE Despite adjuvant endocrine therapy for patients with estrogen receptor alpha (ER)-positive breast cancer, dormant residual disease can persist for years and eventually cause tumor recurrence. We sought to deduce mechanisms underlying the persistence of dormant cancer cells to identify therapeutic strategies. EXPERIMENTAL DESIGN Mimicking the aromatase inhibitor-induced depletion of estrogen levels used to treat patients, we developed preclinical models of dormancy in ER+ breast cancer induced by estrogen withdrawal in mice. We analyzed tumor xenografts and cultured cancer cells for molecular and cellular responses to estrogen withdrawal and drug treatments. Publicly available clinical breast tumor gene expression datasets were analyzed for responses to neoadjuvant endocrine therapy. RESULTS Dormant breast cancer cells exhibited upregulated 5' adenosine monophosphate-activated protein kinase (AMPK) levels and activity, and upregulated fatty acid oxidation. While the antidiabetes AMPK-activating drug metformin slowed the estrogen-driven growth of cells and tumors, metformin promoted the persistence of estrogen-deprived cells and tumors through increased mitochondrial respiration driven by fatty acid oxidation. Pharmacologic or genetic inhibition of AMPK or fatty acid oxidation promoted clearance of dormant residual disease, while dietary fat increased tumor cell survival. CONCLUSIONS AMPK has context-dependent effects in cancer, cautioning against the widespread use of an AMPK activator across disease settings. The development of therapeutics targeting fat metabolism is warranted in ER+ breast cancer.
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Affiliation(s)
- Riley A Hampsch
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Jason D Wells
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Nicole A Traphagen
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Charlotte F McCleery
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Jennifer L Fields
- Department of Microbiology & Immunology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Kevin Shee
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Lloye M Dillon
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Darcy B Pooler
- Department of Medicine, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Lionel D Lewis
- Department of Medicine, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Eugene Demidenko
- Department of Community & Family Medicine, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Yina H Huang
- Department of Microbiology & Immunology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Jonathan D Marotti
- Department of Pathology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.,Department of Comprehensive Breast Program, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Abigail E Goen
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - William B Kinlaw
- Department of Medicine, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Todd W Miller
- Department of Molecular & Systems Biology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire. .,Department of Comprehensive Breast Program, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
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9
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Song J, Shi W, Gao Z, Liu X, Wang W. Downregulation of circRNA_100876 Inhibited Progression of NSCLC In Vitro via Targeting miR-636. Technol Cancer Res Treat 2020; 19:1533033820951817. [PMID: 33030101 PMCID: PMC7549163 DOI: 10.1177/1533033820951817] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 07/18/2020] [Accepted: 07/31/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Non-small cell lung carcinoma (NSCLC) is a common malignant tumor with poor prognosis. CircRNA-100876 has been considered to be involved in NSCLC. However, the mechanism by which circRNA_100876 mediated the progression of NSCLC remains unclear. METHODS CCK8 assay and immunofluorescence were used to detect cell proliferation. Flow cytometry and transwell assay were performed to analyze cell apoptosis, migration and invasion, respectively. Verification of possible target for circRNA_100876 and related miR-636 were done using luciferase assay. In addition, western blot was performed to detect the protein expressions in NSCLC cells. RESULTS Silencing of circRNA_100876 notably inhibited the proliferation of NSCLC cells. Moreover, downregulation of circRNA_100876 significantly induce the apoptosis of NSCLC cells via mediation of apoptosis-related proteins. In addition, silencing of circRNA_100876 significantly inhibited migration and invasion of NSCLC cells. MiR-636 was the downstream target of circRNA_100876. Meanwhile, RET was the direct target of miR-636. Finally, circRNA_100876 shRNA2 notably suppressed the progression of NSCLC through PI3K/Akt signaling. CONCLUSION CircRNA_100876 knockdown notably suppressed the progression of NSCLC through regulation of miR-636/RET axis, which may serve as a potential target for treatment of NSCLC.
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Affiliation(s)
- Jianxiang Song
- Department of Cardio-Thoracic Surgery, Yancheng Third People’s
Hospital (The Affiliated Yancheng Hospital of Southeast University Medical College),
Yancheng, Jiangsu, China
| | - Woda Shi
- Department of Cardio-Thoracic Surgery, Yancheng Third People’s
Hospital (The Affiliated Yancheng Hospital of Southeast University Medical College),
Yancheng, Jiangsu, China
| | - Zhengya Gao
- Department of Cardio-Thoracic Surgery, Yancheng Third People’s
Hospital (The Affiliated Yancheng Hospital of Southeast University Medical College),
Yancheng, Jiangsu, China
| | - Xingchen Liu
- Department of Cardio-Thoracic Surgery, Yancheng Third People’s
Hospital (The Affiliated Yancheng Hospital of Southeast University Medical College),
Yancheng, Jiangsu, China
| | - Wencai Wang
- Department of Cardio-Thoracic Surgery, Yancheng Third People’s
Hospital (The Affiliated Yancheng Hospital of Southeast University Medical College),
Yancheng, Jiangsu, China
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10
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Abstract
CLINICAL ISSUE Innovative next generation sequencing (NGS) technologies and comprehensive sequencing investigations in large patient cohorts have paved the way for very promising personalized treatment strategies based on the molecular characteristics of individual tumors. STANDARD TREATMENT Targeted therapies, such as tyrosine kinase inhibitors, antibodies and modern immunotherapeutic approaches are well established as monotherapy and combination therapy for many hematological and oncological malignancies. TREATMENT INNOVATIONS A plethora of innovative therapies targeting various components of intracellular signaling cascades and effective mechanisms against oncogenes as well as the availability of NGS technologies enable personalized cancer treatment based on the molecular profiles of individual tumors and genetic stratification, within clinical trials. DIAGNOSTIC WORK-UP Comprehensive genetic approaches including cancer gene panel sequencing, whole exome, whole genome and transcriptome sequencing are carried out to a varying extent and particularly in the academic setting. PERFORMANCE Principally, a comprehensive characterization of tumors in addition to DNA and RNA sequencing that also incorporates epigenetic, metabolomic, and proteomic alterations would be desirable. A comprehensive clinical implementation of integrative, multidimensional genetic typing is, however, currently not possible. ACHIEVEMENTS It remains to be demonstrated whether these approaches will translate into significantly better outcomes for patients and whether they can be increasingly implemented in the routine diagnostic work-up. PRACTICAL RECOMMENDATIONS The selection of diagnostic tools in individual cases and the extent of genomic analyses in the clinical context, need to take the availability of methods as well as the present clinical situation into account.
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Affiliation(s)
- C Heining
- Abteilung für Translationale Onkologie, Nationales Centrum für Tumorerkrankungen Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Deutschland
| | - P Horak
- Abteilung für Translationale Onkologie, Nationales Centrum für Tumorerkrankungen Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Deutschland
| | - S Gröschel
- Abteilung für Translationale Onkologie, Nationales Centrum für Tumorerkrankungen Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Deutschland
| | - H Glimm
- Abteilung für Translationale Onkologie, Nationales Centrum für Tumorerkrankungen Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Deutschland
| | - S Fröhling
- Abteilung für Translationale Onkologie, Nationales Centrum für Tumorerkrankungen Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Deutschland.
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11
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Baldelli E, Calvert V, Hodge A, VanMeter A, Petricoin EF, Pierobon M. Reverse Phase Protein Microarrays. Methods Mol Biol 2018; 1606:149-169. [PMID: 28502000 DOI: 10.1007/978-1-4939-6990-6_11] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
While genes and RNA encode information about cellular status, proteins are considered the engine of the cellular machine, as they are the effective elements that drive all cellular functions including proliferation, migration, differentiation, and apoptosis. Consequently, investigations of the cellular protein network are considered a fundamental tool for understanding cellular functions.Alteration of the cellular homeostasis driven by elaborate intra- and extracellular interactions has become one of the most studied fields in the era of personalized medicine and targeted therapy. Increasing interest has been focused on developing and improving proteomic technologies that are suitable for analysis of clinical samples. In this context, reverse-phase protein microarrays (RPPA) is a sensitive, quantitative, high-throughput immunoassay for protein analyses of tissue samples, cells, and body fluids.RPPA is well suited for broad proteomic profiling and is capable of capturing protein activation as well as biochemical reactions such as phosphorylation, glycosylation, ubiquitination, protein cleavage, and conformational alterations across hundreds of samples using a limited amount of biological material. For these reasons, RPPA represents a valid tool for protein analyses and generates data that help elucidate the functional signaling architecture through protein-protein interaction and protein activation mapping for the identification of critical nodes for individualized or combinatorial targeted therapy.
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Affiliation(s)
- Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA
| | - Valerie Calvert
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA
| | - Alex Hodge
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA
| | - Amy VanMeter
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS 1A9, Manassas, VA, 20110, USA.
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12
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Osmani L, Askin F, Gabrielson E, Li QK. Current WHO guidelines and the critical role of immunohistochemical markers in the subclassification of non-small cell lung carcinoma (NSCLC): Moving from targeted therapy to immunotherapy. Semin Cancer Biol 2017; 52:103-109. [PMID: 29183778 DOI: 10.1016/j.semcancer.2017.11.019] [Citation(s) in RCA: 476] [Impact Index Per Article: 68.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 09/21/2017] [Accepted: 11/24/2017] [Indexed: 12/11/2022]
Abstract
Recent large scale genomic studies from the Clinical Lung Cancer Genome Project have identified different driver gene mutations in the subtypes of non-small cell lung carcinoma (NSCLC). These findings not only lead to remarkable progress in targeted therapies for lung cancer patients, but also provide fundamental knowledge for the subclassification of NSCLC. More recently, the advancement and clinical application of immunotherapy have reinforced the need for the accurate subclassification of NSCLC. In 2015, the World Health Organization (WHO) and the International Association for the Study of Lung Cancer (IASLC) updated their guidelines for the subclassification of lung cancers. These guidelines emphasize: (1) the subclassification of NSCLC, (2) the critical role of molecular characterization of tumors for targeted therapy, (3) the unique terminology for subclassifying NSCLC using small biopsy specimens, and (4) the utility of IHC biomarkers in the accurate diagnosis and subclassification of lung cancer. The guidelines have significant prognostic impact on oncologic practice and patient care. In this review, we summarize the current WHO guidelines for the classification of lung cancer, discuss advancements of targeted therapy and immunotherapy, and address the utility and limitation of immunomarkers in the subclassification of NSCLC, as well as the prospective future of the field.
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Affiliation(s)
- Lais Osmani
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD 21224, United States
| | - Frederic Askin
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD 21224, United States
| | - Edward Gabrielson
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD 21224, United States
| | - Qing Kay Li
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD 21224, United States.
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13
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Recent advances in sample pre-treatment for emerging methods in proteomic analysis. Talanta 2017; 174:738-751. [DOI: 10.1016/j.talanta.2017.06.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Revised: 06/14/2017] [Accepted: 06/19/2017] [Indexed: 12/21/2022]
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14
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Horak P, Klink B, Heining C, Gröschel S, Hutter B, Fröhlich M, Uhrig S, Hübschmann D, Schlesner M, Eils R, Richter D, Pfütze K, Geörg C, Meißburger B, Wolf S, Schulz A, Penzel R, Herpel E, Kirchner M, Lier A, Endris V, Singer S, Schirmacher P, Weichert W, Stenzinger A, Schlenk RF, Schröck E, Brors B, von Kalle C, Glimm H, Fröhling S. Precision oncology based on omics data: The NCT Heidelberg experience. Int J Cancer 2017; 141:877-886. [PMID: 28597939 DOI: 10.1002/ijc.30828] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 05/24/2017] [Accepted: 05/29/2017] [Indexed: 12/17/2022]
Abstract
Precision oncology implies the ability to predict which patients will likely respond to specific cancer therapies based on increasingly accurate, high-resolution molecular diagnostics as well as the functional and mechanistic understanding of individual tumors. While molecular stratification of patients can be achieved through different means, a promising approach is next-generation sequencing of tumor DNA and RNA, which can reveal genomic alterations that have immediate clinical implications. Furthermore, certain genetic alterations are shared across multiple histologic entities, raising the fundamental question of whether tumors should be treated by molecular profile and not tissue of origin. We here describe MASTER (Molecularly Aided Stratification for Tumor Eradication Research), a clinically applicable platform for prospective, biology-driven stratification of younger adults with advanced-stage cancer across all histologies and patients with rare tumors. We illustrate how a standardized workflow for selection and consenting of patients, sample processing, whole-exome/genome and RNA sequencing, bioinformatic analysis, rigorous validation of potentially actionable findings, and data evaluation by a dedicated molecular tumor board enables categorization of patients into different intervention baskets and formulation of evidence-based recommendations for clinical management. Critical next steps will be to increase the number of patients that can be offered comprehensive molecular analysis through collaborations and partnering, to explore ways in which additional technologies can aid in patient stratification and individualization of treatment, to stimulate clinically guided exploratory research projects, and to gradually move away from assessing the therapeutic activity of targeted interventions on a case-by-case basis toward controlled clinical trials of genomics-guided treatments.
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Affiliation(s)
- Peter Horak
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Barbara Klink
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,German Cancer Consortium (DKTK), Dresden, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Christoph Heining
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Gröschel
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Research Group Molecular Leukemogenesis, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany.,DKTK, Heidelberg, Germany
| | - Barbara Hutter
- Division of Applied Bioinformatics, DKFZ and NCT Heidelberg, Heidelberg, Germany
| | - Martina Fröhlich
- Division of Applied Bioinformatics, DKFZ and NCT Heidelberg, Heidelberg, Germany
| | - Sebastian Uhrig
- Division of Applied Bioinformatics, DKFZ and NCT Heidelberg, Heidelberg, Germany
| | - Daniel Hübschmann
- Division of Theoretical Bioinformatics, DKFZ, Heidelberg, Germany.,Department of Pediatric Immunology, Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Roland Eils
- Division of Theoretical Bioinformatics, DKFZ, Heidelberg, Germany.,Department of Bioinformatics and Functional Genomics, Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany
| | - Daniela Richter
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Katrin Pfütze
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Heidelberg Center for Personalized Oncology (HIPO), Heidelberg, Germany
| | - Christina Geörg
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Heidelberg Center for Personalized Oncology (HIPO), Heidelberg, Germany
| | - Bettina Meißburger
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Heidelberg Center for Personalized Oncology (HIPO), Heidelberg, Germany
| | - Stephan Wolf
- Genomics and Proteomics Core Facility, DKFZ, Heidelberg, Germany
| | - Angela Schulz
- Genomics and Proteomics Core Facility, DKFZ, Heidelberg, Germany
| | - Roland Penzel
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Esther Herpel
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Amelie Lier
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stephan Singer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Peter Schirmacher
- DKTK, Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Wilko Weichert
- Institute of Pathology, Technische Universität München, Munich, Germany.,DKTK, Munich, Germany
| | - Albrecht Stenzinger
- DKTK, Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Evelin Schröck
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.,German Cancer Consortium (DKTK), Dresden, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Benedikt Brors
- DKTK, Heidelberg, Germany.,Division of Applied Bioinformatics, DKFZ and NCT Heidelberg, Heidelberg, Germany
| | - Christof von Kalle
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany.,DKTK, Heidelberg, Germany.,DKFZ-Heidelberg Center for Personalized Oncology (HIPO), Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany.,DKTK, Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Section for Personalized Oncology, Heidelberg University Hospital, Heidelberg, Germany.,DKTK, Heidelberg, Germany
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15
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Osmani L, Li QK. Biomarkers in the accurate subclassification of non-small-cell lung carcinoma for targeted therapy: issues and prospects. Biomark Med 2017. [PMID: 28621614 DOI: 10.2217/bmm-2017-0059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Lais Osmani
- Department of Pathology, The Johns Hopkins Medical Institutions, Baltimore, Maryland 21224, USA
| | - Qing Kay Li
- Department of Pathology, The Johns Hopkins Medical Institutions, Baltimore, Maryland 21224, USA
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16
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Yamada S, Imura Y, Nakai T, Nakai S, Yasuda N, Kaneko K, Outani H, Takenaka S, Hamada K, Myoui A, Araki N, Ueda T, Itoh K, Yoshikawa H, Naka N. Therapeutic potential of TAS-115 via c-MET and PDGFRα signal inhibition for synovial sarcoma. BMC Cancer 2017; 17:334. [PMID: 28511645 PMCID: PMC5434537 DOI: 10.1186/s12885-017-3324-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 05/04/2017] [Indexed: 01/16/2023] Open
Abstract
Background The prognosis of synovial sarcoma (SS), an aggressive soft tissue sarcoma, remains poor. We previously reported that c-MET or platelet-derived growth factor receptor α (PDGFRα) signalling pathway is related to SS progression based upon the findings of phospho-receptor tyrosine kinase (RTK) arrays. TAS-115 is a novel c-MET/ vascular endothelial growth factor receptor-targeting tyrosine kinase inhibitor that has been shown to inhibit multiple RTKs. Here we aimed to investigate the therapeutic potential of TAS-115 against SS. Methods We first evaluated which signalling pathway was relevant to the viability of three human SS cell lines: Yamato-SS, SYO-1 and HS-SY-II. Next, we assessed the anticancer activity and mechanism of action of TAS-115 in these SS cell lines. Finally, we compared the ability of TAS-115 to inhibit c-MET and PDGFRα phosphorylation with that of pazopanib. Results We classified the SS cell lines as c-MET-dependent or PDGFRα-dependent based upon the differences in the signalling pathway relevant for growth and/or survival. We also found that c-MET and PDGFRα were the primary activators of both phosphatidylinositol 3-kinase/AKT and mitogen-activated protein kinase pathways in c-MET-dependent and PDGFRα-dependent SS cells, respectively. TAS-115 treatment blocked the phosphorylation of PDGFRα as well as that of c-MET and their downstream effectors, leading to marked growth inhibition in both types of SS cell lines in in vitro and in vivo studies. Furthermore, PDGFRα phosphorylation, on at least four representative autophosphorylation sites, was impeded by TAS-115 equivalently to pazopanib. Conclusions These experimental results have demonstrated the significance of c-MET and PDGFRα signalling for growth and/or survival of SS tumours. TAS-115 monotherapy may benefit SS patients whose tumours are dependent upon either c-MET or PDGFRα signalling by functioning as a multiple tyrosine kinase inhibitor to suppress c-MET as well as PDGFRα pathways. Electronic supplementary material The online version of this article (doi:10.1186/s12885-017-3324-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shutaro Yamada
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Yoshinori Imura
- Musculoskeletal Oncology Service, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka, 541-8567, Japan
| | - Takaaki Nakai
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Sho Nakai
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Naohiro Yasuda
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Keiko Kaneko
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Hidetatsu Outani
- Musculoskeletal Oncology Service, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka, 541-8567, Japan
| | - Satoshi Takenaka
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Kenichiro Hamada
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Akira Myoui
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Nobuhito Araki
- Musculoskeletal Oncology Service, Osaka International Cancer Institute, 3-1-69 Otemae, Chuo-ku, Osaka, 541-8567, Japan
| | - Takafumi Ueda
- Department of Orthopaedic Surgery, Osaka National Hospital, 2-1-14 Hoenzaka, Chuo-ku, Osaka, 540-0006, Japan
| | - Kazuyuki Itoh
- Research Institute, Nozaki Tokushukai, 2-10-50 Tanigawa, Daitou, Osaka, 574-0074, Japan
| | - Hideki Yoshikawa
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Norifumi Naka
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
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17
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Carvalho AS, Matthiesen R. Bronchoalveolar Lavage: Quantitative Mass Spectrometry-Based Proteomics Analysis in Lung Diseases. Methods Mol Biol 2017; 1619:487-494. [PMID: 28674906 DOI: 10.1007/978-1-4939-7057-5_34] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Bronchoalveolar lavage (BAL) fluid, obtained by a relatively noninvasive procedure, is used as a practice for diagnosis of various lung diseases as source of cells for cytology analysis. The acellular component of BAL potentially can complement and be a key for the establishment of diagnostic or as a prognostic indicator. This chapter discusses the aspects of standardization of BAL sample preparation and processing and its implications on the BAL fluid proteome quantitative analysis by high-throughput mass spectrometry. The detailed conditions for quantitative analysis of BAL proteome in the context of biomarker discovery are introduced.
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Affiliation(s)
- Ana Sofia Carvalho
- Computational and Experimental Biology Group, CEDOC-Chronic Diseases Research Center, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Rua Câmara Pestana nº 6, 6-A, Lisboa, 1150-082, Portugal.
| | - Rune Matthiesen
- Computational and Experimental Biology Group, CEDOC-Chronic Diseases Research Center, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Rua Câmara Pestana nº 6, 6-A, Lisboa, 1150-082, Portugal
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18
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Pin E, Stratton S, Belluco C, Liotta L, Nagle R, Hodge KA, Deng J, Dong T, Baldelli E, Petricoin E, Pierobon M. A pilot study exploring the molecular architecture of the tumor microenvironment in human prostate cancer using laser capture microdissection and reverse phase protein microarray. Mol Oncol 2016; 10:1585-1594. [PMID: 27825696 DOI: 10.1016/j.molonc.2016.09.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 09/24/2016] [Accepted: 09/28/2016] [Indexed: 12/24/2022] Open
Abstract
The cross-talk between tumor epithelium and surrounding stromal/immune microenvironment is essential to sustain tumor growth and progression and provides new opportunities for the development of targeted treatments focused on disrupting the tumor ecology. Identification of novel approaches to study these interactions is of primary importance. Using laser capture microdissection (LCM) coupled with reverse phase protein microarray (RPPA) based protein signaling activation mapping we explored the molecular interconnection between tumor epithelium and surrounding stromal microenvironment in 18 prostate cancer (PCa) specimens. Four specimen-matched cellular compartments (normal-appearing epithelium and its adjacent stroma, and malignant epithelium and its adjacent stroma) were isolated for each case. The signaling network analysis of the four compartments unraveled a number of molecular mechanisms underlying the communication between tumor cells and stroma in the context of the tumor microenvironment. In particular, differential expression of inflammatory mediators like IL-8 and IL-10 by the stroma cells appeared to modulate specific cross-talks between the tumor cells and surrounding microenvironment.
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Affiliation(s)
- Elisa Pin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA; Division of Experimental Oncology 2, CRO-IRCCS, National Cancer Institute, Aviano, Italy
| | - Steven Stratton
- Division of Cancer Prevention and Control, University of Arizona Cancer Center, Tucson, AZ, USA
| | - Claudio Belluco
- Department of Surgical Oncology, CRO-IRCCS, National Cancer Institute, Aviano, Italy
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Ray Nagle
- Division of Cancer Prevention and Control, University of Arizona Cancer Center, Tucson, AZ, USA
| | - K Alex Hodge
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Jianghong Deng
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Ting Dong
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Emanuel Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA.
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Elisa B, B. HE, Lucio C, Douglas CW, Vienna L, B. SM, A. LL, F. PE, Mariaelena P. Impact of upfront cellular enrichment by laser capture microdissection on protein and phosphoprotein drug target signaling activation measurements in human lung cancer: Implications for personalized medicine. Proteomics Clin Appl 2015; 9:928-37. [PMID: 25676683 PMCID: PMC4547918 DOI: 10.1002/prca.201400056] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Revised: 12/17/2014] [Accepted: 02/05/2015] [Indexed: 02/06/2023]
Abstract
PURPOSE The aim of this study was to evaluate whether upfront cellular enrichment via laser capture microdissection (LCM) is necessary for accurately quantifying predictive biomarkers in nonsmall cell lung cancer tumors. EXPERIMENTAL DESIGN Fifteen snap frozen surgical biopsies were analyzed. Whole tissue lysate and matched highly enriched tumor epithelium via LCM were obtained for each patient. The expression and activation/phosphorylation levels of 26 proteins were measured by reverse phase protein microarray. Differences in signaling architecture of dissected and undissected matched pairs were visualized using unsupervised clustering analysis, bar graphs, and scatter plots. RESULTS Overall patient matched LCM and undissected material displayed very distinct and differing signaling architectures with 93% of the matched pairs clustering separately. These differences were seen regardless of the amount of starting tumor epithelial content present in the specimen. CONCLUSIONS AND CLINICAL RELEVANCE These results indicate that LCM driven upfront cellular enrichment is necessary to accurately determine the expression/activation levels of predictive protein signaling markers although results should be evaluated in larger clinical settings. Upfront cellular enrichment of the target cell appears to be an important part of the workflow needed for the accurate quantification of predictive protein signaling biomarkers. Larger independent studies are warranted.
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Affiliation(s)
- Baldelli Elisa
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
- Medical Oncology Division, S. Maria della Misericordia Hospital, Perugia, Italy
| | - Haura Eric B.
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Crinò Lucio
- Medical Oncology Division, S. Maria della Misericordia Hospital, Perugia, Italy
| | - Cress W. Douglas
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Ludovini Vienna
- Medical Oncology Division, S. Maria della Misericordia Hospital, Perugia, Italy
| | - Schabath Matthew B.
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Liotta Lance A.
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Petricoin Emanuel F.
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Pierobon Mariaelena
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
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Zadra G, Batista JL, Loda M. Dissecting the Dual Role of AMPK in Cancer: From Experimental to Human Studies. Mol Cancer Res 2015; 13:1059-72. [PMID: 25956158 DOI: 10.1158/1541-7786.mcr-15-0068] [Citation(s) in RCA: 144] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 04/30/2015] [Indexed: 12/17/2022]
Abstract
The precise role of 5'AMP-activated kinase (AMPK) in cancer and its potential as a therapeutic target is controversial. Although it is well established that activation of this energy sensor inhibits the main anabolic processes that sustain cancer cell proliferation and growth, AMPK activation can confer on cancer cells the plasticity to survive under metabolic stress such as hypoxia and glucose deprivation, which are commonly observed in fast growing tumors. Thus, AMPK is referred to as both a "conditional" tumor suppressor and "contextual" oncogene. To add a further layer of complexity, AMPK activation in human cancer tissues and its correlation with tumor aggressiveness and progression appears to vary in different contexts. The current review discusses the different faces of this metabolic regulator, the therapeutic implications of its modulation, and provides an overview of the most relevant data available on AMPK activation and AMPK-activating drugs in human studies.
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Affiliation(s)
- Giorgia Zadra
- Department of Medical Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts. Department of Pathology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts
| | - Julie L Batista
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts. Channing Division of Network Medicine, Brigham and Women's Hospital/Harvard Medical School Boston, Massachusetts
| | - Massimo Loda
- Department of Medical Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts. Department of Pathology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, Massachusetts. The Broad Institute, Cambridge, Massachusetts. Division of Cancer Studies, King's College London, United Kingdom.
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21
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Gahoi N, Ray S, Srivastava S. Array-based proteomic approaches to study signal transduction pathways: prospects, merits and challenges. Proteomics 2014; 15:218-31. [PMID: 25266292 DOI: 10.1002/pmic.201400261] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Revised: 09/17/2014] [Accepted: 09/25/2014] [Indexed: 01/17/2023]
Abstract
Very often dysfunctional aspects of various signalling networks are found to be associated with human diseases and disorders. The major characteristics of signal transduction pathways are specificity, amplification of the signal, desensitisation and integration, which is accomplished not solely, but majorly by proteins. Array-based profiling of protein-protein and other biomolecular interactions is a versatile approach, which holds immense potential for multiplex interactome mapping and provides an inclusive representation of the signal transduction pathways and networks. Protein microarrays such as analytical protein microarrays (antigen-antibody interactions, autoantibody screening), RP microarrays (interaction of a particular ligand with all the possible targets in cell), functional protein microarrays (protein-protein or protein-ligand interactions) are implemented for various applications, including analysis of protein interactions and their significance in signalling cascades. Additionally, successful amalgamation of the array-based approaches with different label-free detection techniques allows real-time analysis of interaction kinetics of multiple interaction events simultaneously. This review discusses the prospects, merits and limitations of different variants of array-based techniques and their promising applications for studying the modifications and interactions of biomolecules, and highlights the studies associated with signal transduction pathways and their impact on disease pathobiology.
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Affiliation(s)
- Nikita Gahoi
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
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Masuda M, Yamada T. Signaling pathway profiling by reverse-phase protein array for personalized cancer medicine. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2014; 1854:651-7. [PMID: 25448010 DOI: 10.1016/j.bbapap.2014.10.014] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 10/01/2014] [Accepted: 10/20/2014] [Indexed: 11/28/2022]
Abstract
Deregulation of intracellular signaling through accumulation of genetic alterations is a hallmark of cancer. In the past few decades, concerted and systematic efforts have been made to identify key genetic alterations and to develop therapeutic agents targeting active signaling molecules. However, the efficacy of molecular therapeutics often varies among individuals, and precise mapping of active molecules in individual patients is now considered an essential for therapy optimization. Reverse-phase protein array or microarray (RPPA or RPPM) is an emerging antibody-based highly quantitative proteomic technology, especially suitable for profiling of expression and modification of signaling proteins in low abundance. Because the supply of clinical materials is often limited, RPPA technology is highly advantageous for clinical proteomics in view of its high sensitivity as well as accurate quantification. RPPA has now begun to be incorporated into various clinical trials employing molecular-targeted therapeutics. In this article we review and discuss the application of RPPA technology in the fields of basic, preclinical, and clinical research. The RPPA Global Workshop was recently launched to accelerate the exchange of rapidly expanding knowledge of this fascinating technology among academic laboratories and industries worldwide. This article is part of a Special Issue entitled: Medical Proteomics.
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Affiliation(s)
- Mari Masuda
- Division of Chemotherapy and Clinical Research, Translational Research Group, National Cancer Center Research Institute, Tokyo, Japan
| | - Tesshi Yamada
- Division of Chemotherapy and Clinical Research, Translational Research Group, National Cancer Center Research Institute, Tokyo, Japan.
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Whole proteome analysis of mouse lymph nodes in cutaneous anthrax. PLoS One 2014; 9:e110873. [PMID: 25329596 PMCID: PMC4203832 DOI: 10.1371/journal.pone.0110873] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2014] [Accepted: 09/25/2014] [Indexed: 12/16/2022] Open
Abstract
This study aimed to characterize a soluble proteome of popliteal lymph nodes during lymphadenitis induced by intradermal injection of Bacillus anthracis Sterne spores in mice using tandem LC-MS/MS and reverse-phase protein microarray with antibodies specific to epitopes of phosphorylated proteins. More than 380 proteins were detected in the normal intra-nodal lymph, while the infectious process resulted in the profound changes in the protein abundances and appearance of 297 unique proteins. These proteins belong to an array of processes reflecting response to wounding, inflammation and perturbations of hemostasis, innate immune response, coagulation and fibrinolysis, regulation of body fluid levels and vascular disturbance among others. Comparison of lymph and serum revealed 83 common proteins. Also, using 71 antibodies specific to total and phosphorylated forms of proteins we carried initial characterization of circulating lymph phosphoproteome which brought additional information regarding signaling pathways operating in the lymphatics. The results demonstrate that the proteome of intra-nodal lymph serves as a sensitive sentinel of the processes occurring within the lymph nodes during infection. The acute innate response of the lymph nodes to anthrax is accompanied by cellular damage and inflammation with a large number of up- and down-regulated proteins many of which are distinct from those detected in serum. MS data are available via ProteomeXchange with identifier PXD001342.
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Akbani R, Becker KF, Carragher N, Goldstein T, de Koning L, Korf U, Liotta L, Mills GB, Nishizuka SS, Pawlak M, Petricoin EF, Pollard HB, Serrels B, Zhu J. Realizing the promise of reverse phase protein arrays for clinical, translational, and basic research: a workshop report: the RPPA (Reverse Phase Protein Array) society. Mol Cell Proteomics 2014; 13:1625-43. [PMID: 24777629 DOI: 10.1074/mcp.o113.034918] [Citation(s) in RCA: 128] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Reverse phase protein array (RPPA) technology introduced a miniaturized "antigen-down" or "dot-blot" immunoassay suitable for quantifying the relative, semi-quantitative or quantitative (if a well-accepted reference standard exists) abundance of total protein levels and post-translational modifications across a variety of biological samples including cultured cells, tissues, and body fluids. The recent evolution of RPPA combined with more sophisticated sample handling, optical detection, quality control, and better quality affinity reagents provides exquisite sensitivity and high sample throughput at a reasonable cost per sample. This facilitates large-scale multiplex analysis of multiple post-translational markers across samples from in vitro, preclinical, or clinical samples. The technical power of RPPA is stimulating the application and widespread adoption of RPPA methods within academic, clinical, and industrial research laboratories. Advances in RPPA technology now offer scientists the opportunity to quantify protein analytes with high precision, sensitivity, throughput, and robustness. As a result, adopters of RPPA technology have recognized critical success factors for useful and maximum exploitation of RPPA technologies, including the following: preservation and optimization of pre-analytical sample quality, application of validated high-affinity and specific antibody (or other protein affinity) detection reagents, dedicated informatics solutions to ensure accurate and robust quantification of protein analytes, and quality-assured procedures and data analysis workflows compatible with application within regulated clinical environments. In 2011, 2012, and 2013, the first three Global RPPA workshops were held in the United States, Europe, and Japan, respectively. These workshops provided an opportunity for RPPA laboratories, vendors, and users to share and discuss results, the latest technology platforms, best practices, and future challenges and opportunities. The outcomes of the workshops included a number of key opportunities to advance the RPPA field and provide added benefit to existing and future participants in the RPPA research community. The purpose of this report is to share and disseminate, as a community, current knowledge and future directions of the RPPA technology.
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Affiliation(s)
- Rehan Akbani
- From the *University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | | | - Neil Carragher
- §Edinburgh Cancer Research UK Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, UK
| | - Ted Goldstein
- ¶Center for Biomolecular Science and Engineering, University of California, Santa Cruz, California
| | | | - Ulrike Korf
- **German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Gordon B Mills
- From the *University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | | | - Michael Pawlak
- §§§The Natural and Medical Sciences Institute, Reutlingen, Germany
| | | | - Harvey B Pollard
- ¶¶Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Bryan Serrels
- §Edinburgh Cancer Research UK Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, UK
| | - Jingchun Zhu
- ¶Center for Biomolecular Science and Engineering, University of California, Santa Cruz, California
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Vari S, Pilotto S, Maugeri-Saccà M, Ciuffreda L, Cesta Incani U, Falcone I, Del Curatolo A, Ceribelli A, Gelibter A, De Maria R, Tortora G, Cognetti F, Bria E, Milella M. Advances towards the design and development of personalized non-small-cell lung cancer drug therapy. Expert Opin Drug Discov 2013; 8:1381-97. [PMID: 24088065 DOI: 10.1517/17460441.2013.843523] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
INTRODUCTION Non-small-cell lung cancer (NSCLC) subtypes are driven by specific genetic aberrations. For reasons such as this, there is a call for treatment personalization. The ability to instigate NSCLC fragmentation poses new methodological problems, and new 'driver' molecular aberrations are being discovered at an unprecedented pace. AREAS COVERED This article describes the clinical development of epidermal growth factor-tyrosine kinase inhibitors (EGFR-TKIs) and crizotinib for EGFR-mutant and anaplastic lymphoma kinase (ALK)-rearranged NSCLC. Further, the authors briefly describe the emerging molecular targets in NSCLC, in terms of both rationale for therapeutic targeting and strategies, for clinical development. EXPERT OPINION Target identification and validation in NSCLC still requires considerable effort, as not all of the molecular alterations are clear 'drivers' nor can they be efficiently targeted with available drugs. However, 50% of the NSCLC cases are without clear-defined molecular aberrations. Clinical trial methodology will need to develop novel paradigms for targeted drug development, aiming at the validation of an ideal 'biology-to-trial' approach. Despite significant challenges, a truly 'personalized' approach to NSCLC therapy appears to be within our reach.
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Affiliation(s)
- Sabrina Vari
- Regina Elena National Cancer Institute, Division of Medical Oncology A , Via Elio Chianesi 53, 00144, Rome , Italy +39 06 52666919 ; +39 06 52665637 ; ;
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26
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Mahajan K, Mahajan NP. ACK1 tyrosine kinase: targeted inhibition to block cancer cell proliferation. Cancer Lett 2013; 338:185-92. [PMID: 23597703 DOI: 10.1016/j.canlet.2013.04.004] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Revised: 04/03/2013] [Accepted: 04/08/2013] [Indexed: 01/05/2023]
Abstract
ACK1 tyrosine kinase, located on chromosome 3q29, is aberrantly activated, amplified or mutated in a wide variety of human cancers. While the deregulated kinase is oncogenic and its activation correlates with progression to metastatic stage, its inhibition causes cell cycle arrest, sensitizes cells to ionizing radiation and induces apoptosis. Oncogenicity of ACK1 is not only due to its ability to promote activation of critical pro-survival kinases and harmone receptors by phosphorylating at distinct tyrosine residues, but also by employing a similar mechanism to eliminate a tumor suppressor from cancer cells. Despite the substantial data supporting the oncogenic role of ACK1, and the potential clinical benefit of blocking ACK1 in metastatic disease, to date ACK1-specific small molecule inhibitors have not been exploited for cancer therapy. This review highlights recent advances that elucidate how cancer cells employ ACK1 kinase to their advantage and discusses some of the novel ACK1 inhibitors that have shown promise in pre-clinical studies.
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Affiliation(s)
- Kiran Mahajan
- Drug Discovery Department, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL 33612, USA.
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