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Liu J, Wang Y, Zhang S, Sun L, Shi Y. ADAM9 deubiquitination induced by USP22 suppresses proliferation, migration, invasion, and epithelial-mesenchymal transition of trophoblast cells in preeclampsia. Placenta 2024; 146:50-57. [PMID: 38176298 DOI: 10.1016/j.placenta.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 11/24/2023] [Accepted: 12/07/2023] [Indexed: 01/06/2024]
Abstract
INTRODUCTION The dysregulation of deubiquitination has been shown to affect the development of pre-eclampsia (PE). A disintegrin and metalloprotease 9 (ADAM9) plays roles in diverse physiological contexts, including PE. Here, this study aimed to investigate whether ADAM9 regulated trophoblast cell dysfunction through ubiquitin-specific protease 22 (USP22) deubiquitinase-mediated deubiquitination during PE. METHODS Levels of genes and proteins were tested via qRT-PCR and western blotting assays. Cell proliferation, migration, and invasion were detected using cell counting kit-8, 5-ethynyl-2'-deoxyuridine (EdU), flow cytometry, transwell and wound healing assays, respectively. Epithelial-mesenchymal transition related markers were assayed using western blotting. Proteins between USP22 and ADAM9 were identified by co-immunoprecipitation assay. RESULTS ADAM9 was highly expressed in PE patients, functionally, ADAM9 overexpression weakened the proliferation, migration, invasion, and EMT progression in trophoblast cells. Mechanistically, the deubiquitinase USP22 removed ubiquitination on ADAM9 and maintained its stability. Forced expression of USP22 also suppressed the proliferation and mobility in trophoblast cells. Moreover, the regulatory effects of USP22 on trophoblast cells were reversed by ADAM9 silencing. In addition, USP22 interacted with ADAM9 to regulate the activation of Wnt/β-catenin pathway. DISCUSSION ADAM9 was deubiquitinated and stabilized by USP22 and then suppressed the proliferation, migration, invasion, and EMT progression in trophoblast cells, indicating a new pathway of USP10/RUNX1 axis in PE process.
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Affiliation(s)
- Jie Liu
- Department of Gynecology and Obstetrics, Yantaishan Hospital, Yantai City, 264001, Shandong, China
| | - Yan Wang
- Department of Gynecology and Obstetrics, Yantaishan Hospital, Yantai City, 264001, Shandong, China
| | - Suqin Zhang
- Department of Gynecology and Obstetrics, Yantaishan Hospital, Yantai City, 264001, Shandong, China
| | - Liyan Sun
- Department of Pharmacy, Yantaishan Hospital, Yantai City, 264001, Shandong, China
| | - Yanmei Shi
- Department of Gynecology and Obstetrics, Yantaishan Hospital, Yantai City, 264001, Shandong, China.
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Kamp JC, Neubert L, Ackermann M, Stark H, Werlein C, Fuge J, Haverich A, Tzankov A, Steinestel K, Friemann J, Boor P, Junker K, Hoeper MM, Welte T, Laenger F, Kuehnel MP, Jonigk DD. Time-Dependent Molecular Motifs of Pulmonary Fibrogenesis in COVID-19. Int J Mol Sci 2022; 23:1583. [PMID: 35163504 PMCID: PMC8835897 DOI: 10.3390/ijms23031583] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 01/25/2022] [Accepted: 01/26/2022] [Indexed: 02/01/2023] Open
Abstract
(1) Background: In COVID-19 survivors there is an increased prevalence of pulmonary fibrosis of which the underlying molecular mechanisms are poorly understood; (2) Methods: In this multicentric study, n = 12 patients who succumbed to COVID-19 due to progressive respiratory failure were assigned to an early and late group (death within ≤7 and >7 days of hospitalization, respectively) and compared to n = 11 healthy controls; mRNA and protein expression as well as biological pathway analysis were performed to gain insights into the evolution of pulmonary fibrogenesis in COVID-19; (3) Results: Median duration of hospitalization until death was 3 (IQR25-75, 3-3.75) and 14 (12.5-14) days in the early and late group, respectively. Fifty-eight out of 770 analyzed genes showed a significantly altered expression signature in COVID-19 compared to controls in a time-dependent manner. The entire study group showed an increased expression of BST2 and IL1R1, independent of hospitalization time. In the early group there was increased activity of inflammation-related genes and pathways, while fibrosis-related genes (particularly PDGFRB) and pathways dominated in the late group; (4) Conclusions: After the first week of hospitalization, there is a shift from pro-inflammatory to fibrogenic activity in severe COVID-19. IL1R1 and PDGFRB may serve as potential therapeutic targets in future studies.
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Affiliation(s)
- Jan C. Kamp
- Department of Respiratory Medicine, Hannover Medical School, 30625 Hannover, Germany; (J.F.); (M.M.H.); (T.W.)
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
| | - Lavinia Neubert
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
| | - Maximilian Ackermann
- Institute of Pathology and Department of Molecular Pathology, Helios University Clinic Wuppertal, University of Witten-Herdecke, 42283 Wuppertal, Germany;
- Institute of Functional and Clinical Anatomy, University Medical Center of the Johannes Gutenberg-University Mainz, 55122 Mainz, Germany
| | - Helge Stark
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
| | - Christopher Werlein
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
| | - Jan Fuge
- Department of Respiratory Medicine, Hannover Medical School, 30625 Hannover, Germany; (J.F.); (M.M.H.); (T.W.)
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
| | - Axel Haverich
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Department of Cardiothoracic, Transplant and Vascular Surgery, Hannover Medical School, 30625 Hannover, Germany
| | - Alexandar Tzankov
- Institute of Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland;
| | - Konrad Steinestel
- Institute of Pathology and Molecular Pathology, Bundeswehrkrankenhaus Ulm, 89081 Ulm, Germany;
| | - Johannes Friemann
- Institute of Pathology, Märkische Kliniken GmbH, Klinikum Lüdenscheid, 58515 Lüdenscheid, Germany;
| | - Peter Boor
- Institute of Pathology and Department of Nephrology, RWTH University of Aachen, 52062 Aachen, Germany;
| | - Klaus Junker
- Institute of Pathology, Bremen Central Hospital, 28177 Bremen, Germany;
| | - Marius M. Hoeper
- Department of Respiratory Medicine, Hannover Medical School, 30625 Hannover, Germany; (J.F.); (M.M.H.); (T.W.)
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
| | - Tobias Welte
- Department of Respiratory Medicine, Hannover Medical School, 30625 Hannover, Germany; (J.F.); (M.M.H.); (T.W.)
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
| | - Florian Laenger
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
| | - Mark P. Kuehnel
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
| | - Danny D. Jonigk
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), 30625 Hannover, Germany; (L.N.); (H.S.); (C.W.); (A.H.); (F.L.); (M.P.K.); (D.D.J.)
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany
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Toufiq M, Huang SSY, Boughorbel S, Alfaki M, Rinchai D, Saraiva LR, Chaussabel D, Garand M. SysInflam HuDB, a Web Resource for Mining Human Blood Cells Transcriptomic Data Associated with Systemic Inflammatory Responses to Sepsis. THE JOURNAL OF IMMUNOLOGY 2021; 207:2195-2202. [PMID: 34663591 DOI: 10.4049/jimmunol.2100697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 08/30/2021] [Indexed: 11/19/2022]
Abstract
Sepsis develops after a dysregulated host inflammatory response to a systemic infection. Identification of sepsis biomarkers has been challenging because of the multifactorial causes of disease susceptibility and progression. Public transcriptomic data are a valuable resource for mechanistic discoveries and cross-studies concordance of heterogeneous diseases. Nonetheless, the approach requires structured methodologies and effective visualization tools for meaningful data interpretation. Currently, no such database exists for sepsis or systemic inflammatory diseases in human. Hence we curated SysInflam HuDB (http://sepsis.gxbsidra.org/dm3/geneBrowser/list), a unique collection of human blood transcriptomic datasets associated with systemic inflammatory responses to sepsis. The transcriptome collection and the associated clinical metadata are integrated onto a user-friendly and Web-based interface that allows the simultaneous exploration, visualization, and interpretation of multiple datasets stemming from different study designs. To date, the collection encompasses 62 datasets and 5719 individual profiles. Concordance of gene expression changes with the associated literature was assessed, and additional analyses are presented to showcase database utility. Combined with custom data visualization at the group and individual levels, SysInflam HuDB facilitates the identification of specific human blood gene signatures in response to infection (e.g., patients with sepsis versus healthy control subjects) and the delineation of major genetic drivers associated with inflammation onset and progression under various conditions.
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Affiliation(s)
| | - Susie Shih Yin Huang
- Sidra Medicine, Doha, Qatar.,Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St. Louis, MO; and
| | | | | | | | - Luis R Saraiva
- Sidra Medicine, Doha, Qatar.,College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
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Aljohmani A, Yildiz D. A Disintegrin and Metalloproteinase-Control Elements in Infectious Diseases. Front Cardiovasc Med 2020; 7:608281. [PMID: 33392273 PMCID: PMC7772189 DOI: 10.3389/fcvm.2020.608281] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 11/09/2020] [Indexed: 12/12/2022] Open
Abstract
Despite recent advances in treatment strategies, infectious diseases are still under the leading causes of death worldwide. Although the activation of the inflammatory cascade is one prerequisite of defense, persistent and exuberant immune response, however, may lead to chronicity of inflammation predisposing to a temporal or permanent tissue damage not only of the site of infection but also among different body organs. The initial response to invading pathogens is mediated by the recognition through various pattern-recognition receptors along with cellular engulfment resulting in a coordinated release of soluble effector molecules and cytokines aiming to terminate the external stimuli. Members of the ‘a disintegrin and metalloproteinase’ (ADAM) family have the capability to proteolytically cleave transmembrane molecules close to the plasma membrane, a process called ectodomain shedding. In fact, in infectious diseases dysregulation of numerous ADAM substrates such as junction molecules (e.g., E-cadherin, VE-cadherin, JAM-A), adhesion molecules (e.g., ICAM-1, VCAM-1, L-selectin), and chemokines and cytokines (e.g., CXCL16, TNF-α) has been observed. The alpha-cleavage by ADAM proteases represents a rate limiting step for downstream regulated intramembrane proteolysis (RIPing) of several substrates, which influence cellular differentiation, cell signaling pathways and immune modulation. Both the substrates mentioned above and RIPing crucially contribute to a systematic damage in cardiovascular, endocrine, and/or gastrointestinal systems. This review will summarize the current knowledge of ADAM function and the subsequent RIPing in infectious diseases (e.g., pathogen recognition and clearance) and discuss the potential long-term effect on pathophysiological changes such as cardiovascular diseases.
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Affiliation(s)
- Ahmad Aljohmani
- Institute of Experimental and Clinical Pharmacology and Toxicology, PZMS, ZHMB, Saarland University, Homburg, Germany
| | - Daniela Yildiz
- Institute of Experimental and Clinical Pharmacology and Toxicology, PZMS, ZHMB, Saarland University, Homburg, Germany
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Chou CW, Huang YK, Kuo TT, Liu JP, Sher YP. An Overview of ADAM9: Structure, Activation, and Regulation in Human Diseases. Int J Mol Sci 2020; 21:ijms21207790. [PMID: 33096780 PMCID: PMC7590139 DOI: 10.3390/ijms21207790] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/17/2020] [Accepted: 10/19/2020] [Indexed: 12/16/2022] Open
Abstract
ADAM9 (A disintegrin and a metalloprotease 9) is a membrane-anchored protein that participates in a variety of physiological functions, primarily through the disintegrin domain for adhesion and the metalloprotease domain for ectodomain shedding of a wide variety of cell surface proteins. ADAM9 influences the developmental process, inflammation, and degenerative diseases. Recently, increasing evidence has shown that ADAM9 plays an important role in tumor biology. Overexpression of ADAM9 has been found in several cancer types and is correlated with tumor aggressiveness and poor prognosis. In addition, through either proteolytic or non-proteolytic pathways, ADAM9 promotes tumor progression, therapeutic resistance, and metastasis of cancers. Therefore, comprehensively understanding the mechanism of ADAM9 is crucial for the development of therapeutic anti-cancer strategies. In this review, we summarize the current understanding of ADAM9 in biological function, pathophysiological diseases, and various cancers. Recent advances in therapeutic strategies using ADAM9-related pathways are presented as well.
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Affiliation(s)
- Cheng-Wei Chou
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404, Taiwan; (C.-W.C.); (Y.-K.H.); (J.-P.L.)
- Department of Medicine, Division of Hematology/Medical Oncology, Taichung Veterans General Hospital, Taichung 407, Taiwan
| | - Yu-Kai Huang
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404, Taiwan; (C.-W.C.); (Y.-K.H.); (J.-P.L.)
| | - Ting-Ting Kuo
- Center for Molecular Medicine, China Medical University Hospital, Taichung 404, Taiwan;
| | - Jing-Pei Liu
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404, Taiwan; (C.-W.C.); (Y.-K.H.); (J.-P.L.)
| | - Yuh-Pyng Sher
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404, Taiwan; (C.-W.C.); (Y.-K.H.); (J.-P.L.)
- Center for Molecular Medicine, China Medical University Hospital, Taichung 404, Taiwan;
- Chinese Medicine Research Center, China Medical University, Taichung 404, Taiwan
- Correspondence: ; Tel.: +886-4-2205-2121
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Transketolase and vitamin B1 influence on ROS-dependent neutrophil extracellular traps (NETs) formation. PLoS One 2019; 14:e0221016. [PMID: 31415630 PMCID: PMC6695114 DOI: 10.1371/journal.pone.0221016] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Accepted: 07/30/2019] [Indexed: 12/23/2022] Open
Abstract
Neutrophil extracellular traps (NETs) are a recently identified, web-like, extracellular structure composed of decondensed nuclear DNA and associated antimicrobial granules. NETs are extruded into the extracellular environment via the reactive oxygen species (ROS)-dependent cell death pathway participating in inflammation and autoimmune diseases. Transketolase (TKT) is a thiamine pyrophosphate (vitamin B1)-dependent enzyme that links the pentose phosphate pathway with the glycolytic pathway by feeding excess sugar phosphates into the main carbohydrate metabolic pathways to generate biosynthetic reducing capacity in the form of NADPH as a substrate for ROS generation. In this work, TKT was selected as a lead candidate from 24 NET-associated proteins obtained by literature screening and knowledge gap assessment. Consequently, we determined whether TKT influenced NET formation in vitro. We firstly established that the release of ROS-dependent NETs was significantly decreased after purified human PMNs were pretreated with oxythiamine, a TKT inhibitor, and in a concentration dependent manner. As a cofactor for TKT reaction, we evaluated the release of NET formation either in vitamin B1 treatment or in combined use of oxythiamine and vitamin B1, and found that those treatments also exerted a significant suppressive effect on the amount of NET-DNA and ROS production. The regulation of TKT by oxythiamine and/or vitamin B1 may therefore be associated with response to the modulation of NET formation by preventing generation of excessive NETs in inflammatory diseases.
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Chaussabel D, Rinchai D. Using 'collective omics data' for biomedical research training. Immunology 2018; 155:18-23. [PMID: 29705995 DOI: 10.1111/imm.12944] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 04/11/2018] [Indexed: 12/13/2022] Open
Abstract
Systems-scale molecular profiling data accumulating in public repositories may constitute a useful resource for immunologists. It is for instance likely that information relevant to their chosen line of research be found among the more than 90,000 data series available in the NCBI Gene Expression Omnibus. Such 'collective omics data' may also be employed as source material for training purposes. This is the case when training curricula aim at the development of bioinformatics skills necessary for the analysis, interpretation or visualization of data generated on global scales. But 'collective omics data' may also be reused for training purposes to foster the development of the skills and 'mental habits' underpinning traditional reductionist science approaches. This review describes a small-scale initiative involving investigators, for the most part immunologists, having engaged in a range of training activities relying on 'collective omics data'.
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Roelands J, Decock J, Boughorbel S, Rinchai D, Maccalli C, Ceccarelli M, Black M, Print C, Chou J, Presnell S, Quinn C, Jithesh P, Syed N, Al Bader SBJ, Bedri S, Wang E, Marincola FM, Chaussabel D, Kuppen P, Miller LD, Bedognetti D, Hendrickx W. A collection of annotated and harmonized human breast cancer transcriptome datasets, including immunologic classification. F1000Res 2017. [PMID: 29527288 PMCID: PMC5820610 DOI: 10.12688/f1000research.10960.2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The increased application of high-throughput approaches in translational research has expanded the number of publicly available data repositories. Gathering additional valuable information contained in the datasets represents a crucial opportunity in the biomedical field. To facilitate and stimulate utilization of these datasets, we have recently developed an interactive data browsing and visualization web application, the Gene Expression Browser (GXB). In this note, we describe a curated compendium of 13 public datasets on human breast cancer, representing a total of 2142 transcriptome profiles. We classified the samples according to different immune based classification systems and integrated this information into the datasets. Annotated and harmonized datasets were uploaded to GXB. Study samples were categorized in different groups based on their immunologic tumor response profiles, intrinsic molecular subtypes and multiple clinical parameters. Ranked gene lists were generated based on relevant group comparisons. In this data note, we demonstrate the utility of GXB to evaluate the expression of a gene of interest, find differential gene expression between groups and investigate potential associations between variables with a specific focus on immunologic classification in breast cancer. This interactive resource is publicly available online at:
http://breastcancer.gxbsidra.org/dm3/geneBrowser/list.
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Affiliation(s)
- Jessica Roelands
- Tumor Biology, Immunology and Therapy section, Sidra Medical and Research Center, Doha, Qatar
| | - Julie Decock
- Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Sabri Boughorbel
- Systems Biology Department, Sidra Medical and Research Center, Doha, Qatar
| | - Darawan Rinchai
- Tumor Biology, Immunology and Therapy section, Sidra Medical and Research Center, Doha, Qatar
| | - Cristina Maccalli
- Tumor Biology, Immunology and Therapy section, Sidra Medical and Research Center, Doha, Qatar
| | | | - Michael Black
- Department of Biochemistry, Otago School of Medical Sciences, University of Otago, Dunedin, 9054, New Zealand
| | - Cris Print
- Department of Molecular Medicine and Pathology and Maurice Wilkins Institute, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, 1142, New Zealand
| | - Jeff Chou
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Scott Presnell
- Benaroya Research Institute at Virginia Mason, Seattle, WA, 98101, USA
| | - Charlie Quinn
- Benaroya Research Institute at Virginia Mason, Seattle, WA, 98101, USA
| | - Puthen Jithesh
- Translational Bioinformatics, Division of Biomedical Informatics Research, Sidra Medical and Research Center, Doha, Qatar
| | - Najeeb Syed
- Technical Bioinformatics team, Biomedical Informatics Division, Sidra Medical and Research Center, Doha, Qatar
| | - Salha B J Al Bader
- National Center for Cancer Care and Research (NCCCR), Hamad General Hospital, Doha, Qatar
| | | | - Ena Wang
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, Doha, Qatar
| | - Francesco M Marincola
- Office of the Chief Research Officer (CRO), Research Branch, Sidra Medical and Research Center, Doha, Qatar
| | - Damien Chaussabel
- Systems Biology Department, Sidra Medical and Research Center, Doha, Qatar
| | - Peter Kuppen
- Department of Surgery, Leiden University Medical Center, Leiden, 2333 ZA, Netherlands
| | - Lance D Miller
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Davide Bedognetti
- Tumor Biology, Immunology and Therapy section, Sidra Medical and Research Center, Doha, Qatar
| | - Wouter Hendrickx
- Tumor Biology, Immunology and Therapy section, Sidra Medical and Research Center, Doha, Qatar
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