1
|
Enemark MH, Hemmingsen JK, Jensen ML, Kridel R, Ludvigsen M. Molecular Biomarkers in Prediction of High-Grade Transformation and Outcome in Patients with Follicular Lymphoma: A Comprehensive Systemic Review. Int J Mol Sci 2024; 25:11179. [PMID: 39456961 PMCID: PMC11508793 DOI: 10.3390/ijms252011179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/03/2024] [Accepted: 10/06/2024] [Indexed: 10/28/2024] Open
Abstract
Follicular lymphoma (FL) is the most prevalent indolent B-cell lymphoma entity, often characterized by the t(14;18) BCL2-IGH translocation. The malignancy represents a clinically and biologically highly heterogeneous disease. Most patients have favorable prognoses; however, despite therapeutic advancements, the disease remains incurable, with recurrent relapses or early disease progression. Moreover, transformation to an aggressive histology, most often diffuse large-B-cell lymphoma, remains a critical event in the disease course, which is associated with poor outcomes. Understanding the individual patient's risk of transformation remains challenging, which has motivated much research on novel biomarkers within the past four decades. This review systematically assessed the research on molecular biomarkers in FL transformation and outcome. Following the PRISMA guidelines for systemic reviews, the PubMed database was searched for English articles published from January 1984 through September 2024, yielding 6769 results. The identified publications were carefully screened and reviewed, of which 283 original papers met the inclusion criteria. The included studies focused on investigating molecular biomarkers as predictors of transformation or as prognostic markers of time-related endpoints (survival, progression, etc.). The effects of each biomarker were categorized based on their impact on prognosis or risk of transformation as none, favorable, or inferior. The biomarkers included genetic abnormalities, gene expression, microRNAs, markers of B cells/FL tumor cells, markers of the tumor microenvironment, and soluble biomarkers. This comprehensive review provides an overview of the research conducted in the past four decades, underscoring the persistent challenge in risk anticipation of FL patients.
Collapse
Affiliation(s)
- Marie Hairing Enemark
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Jonas Klejs Hemmingsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
| | - Maja Lund Jensen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
| | - Robert Kridel
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C4, Canada;
| | - Maja Ludvigsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus C, Denmark
| |
Collapse
|
2
|
Hemmingsen JK, Enemark MH, Sørensen EF, Lauridsen KL, Hamilton-Dutoit SJ, Kridel R, Honoré B, Ludvigsen M. Proteomic Profiling Identifies Predictive Signatures for Progression Risk in Patients with Advanced-Stage Follicular Lymphoma. Cancers (Basel) 2024; 16:3278. [PMID: 39409899 PMCID: PMC11476298 DOI: 10.3390/cancers16193278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
Background: Follicular lymphoma (FL) is characterized by an indolent nature and generally favorable prognosis, yet poses a particular clinical challenge, since disease progression is observed in a notable subset of patients. Currently, it is not possible to anticipate which patients will be at risk of progression, highlighting the need for reliable predictive biomarkers that can be detected early in the disease. Methods: We applied tandem-mass-tag labelled nano-liquid chromatography tandem mass spectrometry (nLC-MS/MS) on 48 diagnostic formalin-fixed, paraffin-embedded tumor samples from patients with advanced-stage FL. Of these, 17 experienced subsequent progression (subsequently-progressing, sp-FL) while 31 did not (non-progressing, np-FL). Results: We identified 99 proteins that were significantly differentially expressed between sp-FL samples and np-FL samples (p < 0.05; log2-fold changes between 0.2 and -1.3). Based on this subset of proteins, we classified patients into high-risk and low-risk subgroups using unsupervised machine learning techniques. Pathway analyses of the identified proteins revealed aberrancies within the immune system and cellular energy metabolism. In addition, two proteins were selected for immunohistochemical evaluation, namely stimulator of interferon genes 1 (STING1) and isocitrate dehydrogenase 2 (IDH2). Notably, IDH2 retained significantly lower expression levels in sp-FL samples compared with np-FL samples (p = 0.034). Low IDH2 expression correlated with shorter progression-free survival (PFS, p = 0.020). Conclusions: This study provides evidence for some of the biological mechanisms likely to be involved in FL progression and, importantly, identifies potential predictive biomarkers for improvement of risk stratification up-front at time of FL diagnosis.
Collapse
Affiliation(s)
- Jonas Klejs Hemmingsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus, Denmark; (J.K.H.); (M.H.E.); (E.F.S.)
| | - Marie Hairing Enemark
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus, Denmark; (J.K.H.); (M.H.E.); (E.F.S.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark
| | - Emma Frasez Sørensen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus, Denmark; (J.K.H.); (M.H.E.); (E.F.S.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark
| | | | | | - Robert Kridel
- Princess Margaret Cancer Centre—University Health Network, Toronto, ON M5G 2C4, Canada;
| | - Bent Honoré
- Department of Biomedicine, Aarhus University, 8000 Aarhus, Denmark
| | - Maja Ludvigsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus, Denmark; (J.K.H.); (M.H.E.); (E.F.S.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark
| |
Collapse
|
3
|
Jiménez C, Garrote-de-Barros A, López-Portugués C, Hernández-Sánchez M, Díez P. Characterization of Human B Cell Hematological Malignancies Using Protein-Based Approaches. Int J Mol Sci 2024; 25:4644. [PMID: 38731863 PMCID: PMC11083628 DOI: 10.3390/ijms25094644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
The maturation of B cells is a complex, multi-step process. During B cell differentiation, errors can occur, leading to the emergence of aberrant versions of B cells that, finally, constitute a malignant tumor. These B cell malignancies are classified into three main groups: leukemias, myelomas, and lymphomas, the latter being the most heterogeneous type. Since their discovery, multiple biological studies have been performed to characterize these diseases, aiming to define their specific features and determine potential biomarkers for diagnosis, stratification, and prognosis. The rise of advanced -omics approaches has significantly contributed to this end. Notably, proteomics strategies appear as promising tools to comprehensively profile the final molecular effector of these cells. In this narrative review, we first introduce the main B cell malignancies together with the most relevant proteomics approaches. Then, we describe the core studies conducted in the field and their main findings and, finally, we evaluate the advantages and drawbacks of flow cytometry, mass cytometry, and mass spectrometry for the profiling of human B cell disorders.
Collapse
Affiliation(s)
- Cristina Jiménez
- Hematology Department, University Hospital of Salamanca (HUS/IBSAL), CIBERONC and Cancer Research Institute of Salamanca-IBMCC (USAL-CSIC), 37007 Salamanca, Spain;
| | - Alba Garrote-de-Barros
- Department of Biochemistry and Molecular Biology, Pharmacy School, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.G.-d.-B.); (M.H.-S.)
- Department of Translational Hematology, Instituto de Investigación Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, 28029 Madrid, Spain
| | - Carlos López-Portugués
- Department of Physical and Analytical Chemistry Chemistry, Faculty of Chemistry, University of Oviedo, 33006 Oviedo, Spain;
- Health Research Institute of the Principality of Asturias (ISPA), 33011 Oviedo, Spain
| | - María Hernández-Sánchez
- Department of Biochemistry and Molecular Biology, Pharmacy School, Universidad Complutense de Madrid, 28040 Madrid, Spain; (A.G.-d.-B.); (M.H.-S.)
- Department of Translational Hematology, Instituto de Investigación Hospital 12 de Octubre (imas12), Hematological Malignancies Clinical Research Unit H12O-CNIO, 28029 Madrid, Spain
| | - Paula Díez
- Department of Physical and Analytical Chemistry Chemistry, Faculty of Chemistry, University of Oviedo, 33006 Oviedo, Spain;
- Health Research Institute of the Principality of Asturias (ISPA), 33011 Oviedo, Spain
- Department of Functional Biology, Faculty of Medicine and Health Science, University of Oviedo, 33006 Oviedo, Spain
| |
Collapse
|
4
|
Ku X, Wang J, Li H, Meng C, Yu F, Yu W, Li Z, Zhou Z, Zhang C, Hua Y, Yan W, Jin J. Proteomic Portrait of Human Lymphoma Reveals Protein Molecular Fingerprint of Disease Specific Subtypes and Progression. PHENOMICS (CHAM, SWITZERLAND) 2023; 3:148-166. [PMID: 37197640 PMCID: PMC10110798 DOI: 10.1007/s43657-022-00075-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 08/20/2022] [Accepted: 08/25/2022] [Indexed: 05/19/2023]
Abstract
An altered proteome in lymph nodes often suggests abnormal signaling pathways that may be associated with diverse lymphatic disorders. Current clinical biomarkers for histological classification of lymphomas have encountered many discrepancies, particularly for borderline cases. Therefore, we launched a comprehensive proteomic study aimed to establish a proteomic landscape of patients with various lymphatic disorders and identify proteomic variations associated with different disease subgroups. In this study, 109 fresh-frozen lymph node tissues from patients with various lymphatic disorders (with a focus on Non-Hodgkin's Lymphoma) were analyzed by data-independent acquisition mass spectrometry. A quantitative proteomic landscape was comprehensively characterized, leading to the identification of featured protein profiles for each subgroup. Potential correlations between clinical outcomes and expression profiles of signature proteins were also probed. Two representative signature proteins, phospholipid-binding proteins Annexin A6 (ANXA6) and Phospholipase C Gamma 2 (PLCG2), were successfully validated via immunohistochemistry. We also evaluated the capability of acquired proteomic signatures to segregate multiple lymphatic abnormalities and identified several core signature proteins, such as Sialic Acid Binding Ig Like Lectin 1 (SIGLEC1) and GTPase of immunity-associated protein 5 (GIMAP5). In summary, the established lympho-specific data resource provides a comprehensive map of protein expression in lymph nodes during multiple disease states, thus extending the existing human tissue proteome atlas. Our findings will be of great value in exploring protein expression and regulation underlying lymphatic malignancies, while also providing novel protein candidates to classify various lymphomas for more precise medical practice. Supplementary Information The online version contains supplementary material available at 10.1007/s43657-022-00075-w.
Collapse
Affiliation(s)
- Xin Ku
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Jinghan Wang
- Department of Hematology, The First Affiliated Hospital of Medical School of Zhejiang University, Hangzhou, 310003 China
- Cancer Center, Zhejiang University, Hangzhou, 310003 China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Hangzhou, 310003 China
| | - Haikuo Li
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
- Present Address: Division of Biology & Biomedical Sciences, Washington University in St. Louis School of Medicine, St. Louis, 63130 USA
| | - Chen Meng
- Bavarian Center for Biomolecular Mass Spectrometry, Technical University of Munich, 85354 Freising, Germany
| | - Fang Yu
- Department of Pathology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003 China
| | - Wenjuan Yu
- Department of Hematology, The First Affiliated Hospital of Medical School of Zhejiang University, Hangzhou, 310003 China
| | - Zhongqi Li
- Department of Surgical Oncology, College of Medicine, The First Affiliated Hospital, Zhejiang University, Hangzhou, 310003 China
| | - Ziqi Zhou
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Can Zhang
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Ying Hua
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Wei Yan
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Jie Jin
- Department of Hematology, The First Affiliated Hospital of Medical School of Zhejiang University, Hangzhou, 310003 China
- Cancer Center, Zhejiang University, Hangzhou, 310003 China
- Key Laboratory of Hematologic Malignancies, Diagnosis and Treatment, Hangzhou, 310003 China
| |
Collapse
|
5
|
Bou Zeid N, Yazbeck V. PI3k Inhibitors in NHL and CLL: An Unfulfilled Promise. Blood Lymphat Cancer 2023; 13:1-12. [PMID: 36919100 PMCID: PMC10008402 DOI: 10.2147/blctt.s309171] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 01/22/2023] [Indexed: 03/09/2023]
Abstract
Phosphatidylinositol 3-kinases (PI3Ks) are a family of intracellular signal transducer enzymes that can attach a phosphate group to the 3'-hydroxyl of the inositol moiety of membrane-embedded phosphatidylinositol (PI). PI3Ks have been shown to play important roles in cell proliferation, growth, survival, motility, and metabolism. Nonetheless, the PI3K pathway has also shown to be overactivated in several tumors, particularly B-cell malignancies. In recent years, the PI3K signaling pathway has become the major focus of substantial drug discovery and development efforts. Selective (PI3K) inhibitors have been approved for the treatment of chronic lymphocytic leukemia (CLL)/small lymphocytic lymphoma (SLL), and indolent non-Hodgkin lymphomas (iNHL), such as follicular lymphoma and marginal-zone lymphoma. Four selective PI3K inhibitors have received accelerated FDA approvals for the treatment of patients with relapsed/refractory (R/R) CLL and/or iNHL based mainly on single-arm Phase II studies: Idelalisib (PI3K-δ inhibitor), copanlisib (dual PI3K-α and PI3K-δ inhibitor), duvelisib (dual PI3K-γ and PI3K-δ inhibitor), and umbralisib (dual PI3Kδ and CK1ε inhibitor). Conversely, recent interim results of randomized control trials (RCTs) involving some of these agents, showed a worrisome trend of decrease in overall survival (OS), and an increase in fatal and severe adverse effects, in comparison with patients in the control arms. Consequently, the class of PI3K inhibitors came under scrutiny, with an FDA expert panel voting on April 21, 2022, recommending that future FDA approvals of PI3K inhibitors be supported by randomized data, rather than single-arm data only, and further discontinuing the use of almost all the PI3K inhibitors in hematologic malignancies. As we believe further research is needed to help potentialize PI3K inhibitors by improving their safety profiles, this mini-review aims at revisiting the clinical successes, the failures, and the promising aspect of this class of drugs, while presenting possible ways that could benefit its successful development.
Collapse
Affiliation(s)
- Naji Bou Zeid
- Hôtel-Dieu de France Hospital, Saint Joseph University of Beirut, Beirut, Lebanon
| | - Victor Yazbeck
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, USA
| |
Collapse
|
6
|
McNamara C, Montoto S, Eyre TA, Ardeshna K, Burton C, Illidge T, Linton K, Rule S, Townsend W, Wong WL, McKay P. The investigation and management of follicular lymphoma. Br J Haematol 2020; 191:363-381. [PMID: 32579717 DOI: 10.1111/bjh.16872] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
| | - Silvia Montoto
- St Bartholomew’s and The Royal London NHS Trust London UK
| | - Toby A. Eyre
- Department of Clinical Haematology Oxford University Hospitals NHS Foundation Trust Oxford UK
| | - Kirit Ardeshna
- Department of Haematology University College London Hospital LondonUK
| | - Cathy Burton
- Department of Haematology Leeds Cancer Centre Leeds UK
| | - Tim Illidge
- Institute of Cancer Sciences the Christie NHS Foundation Trust University of Manchester Manchester UK
| | - Kim Linton
- Department of Medical Oncology The Christie Hospital NHS Trust Manchester UK
| | - Simon Rule
- Department of Haematology University of Plymouth Medical School Plymouth UK
| | - William Townsend
- Department of Haematology University College London Hospital LondonUK
| | - Wai L. Wong
- Paul Strickland Scanner Centre Mount Vernon Hospital Northwood UK
| | - Pam McKay
- Department of Haematology Beatson West of Scotland Cancer Centre Glasgow Scotland UK
| |
Collapse
|
7
|
Wullenkord R, Friedrichs B, Erdmann T, Lenz G. Therapeutic potential of PI3K signaling in distinct entities of B-cell lymphoma. Expert Rev Hematol 2019; 12:1053-1062. [PMID: 31583927 DOI: 10.1080/17474086.2019.1676716] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Introduction: Aberrant phosphatidylinositide 3-kinase (PI3K) signaling drives survival and proliferation of malignant B-cells of different lymphoma entities. Thus, inhibition of PI3K isoforms represents a novel and promising therapeutic approach for the treatment of patients with B-cell lymphomas.Areas covered: Here the authors provide an overview about the PI3K signaling pathway as well as available preclinical and clinical results of different PI3K inhibitors in both indolent and aggressive lymphoma entities.Expert opinion: PI3K inhibitors have shown to be efficacious in different entities of B-cell lymphoma, at this stage particularly in relapsed/refractory settings. However, responses of PI3K inhibitors widely vary among different lymphomas. Additionally, especially infectious and immune-mediated toxicities limit their use at this stage. Thus, the decision to use PI3K inhibitors needs to be balanced between the potential efficacy and associated toxicities as well as the availability of other therapeutic options. Future research might eventually lead to the stratification of patients according to the specific oncogenic addictions of the underlying lymphoma. Additionally, PI3K inhibitors will need to be combined with other therapeutic agents for more specific and effective treatment regimens.
Collapse
Affiliation(s)
- Ramona Wullenkord
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Birte Friedrichs
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Tabea Erdmann
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Georg Lenz
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| |
Collapse
|
8
|
Petricoin E, Wulfkuhle J, Howard M, Pierobon M, Espina V, Luchini A, Liotta LA. RPPA: Origins, Transition to a Validated Clinical Research Tool, and Next Generations of the Technology. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1188:1-19. [PMID: 31820380 DOI: 10.1007/978-981-32-9755-5_1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
RPPA technology has graduated from a research tool to an essential component of clinical drug discovery research and personalized medicine. Next generations of RPPA technology will be a single clinical instrument that integrates all the steps of the workflow.
Collapse
Affiliation(s)
- Emanuel Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Julie Wulfkuhle
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Marissa Howard
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Marielena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Virginia Espina
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Lance A Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA.
| |
Collapse
|
9
|
Transcriptome analysis of ABCB1, ABCG2 and the BCL2/BAX ratio in refractory and relapsed canine lymphomas under treatment and rescue protocol. ACTA VET-BEOGRAD 2018. [DOI: 10.2478/acve-2018-0002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Abstract
The main problems that cause unresponsiveness to an anti-neoplastic drug are the overexpression of drug resistant and anti-apoptotic proteins in tumor cells. In a rescue protocol we evaluated the ability of toceranib phosphate concurrent with lomustine (CCNU) or L-asparaginase and vincristine to decrease drug resistant and apoptotic proteins in relapsed and refractory canine lymphomas. The peripheral blood samples were collected before and after the rescue treatment from fourteen dogs that were refractory to cyclophosphamide-vincristine-prednisolone (COP) or COP-doxorubicin (CHOP) treatment and had recurrent multicentric lymphoma. The mRNA expression level of ABCB1, ABCG2, Bcl2 and Bax were determined by quantitative real-time PCR. The fold-change in ABCB1, ABCG2, Bcl2 and Bax mRNA levels were analyzed in correlation with the progression-free survival (PFS). After the rescue treatment, the ABCB1 and ABCG2 mRNA expression levels were 1.57- and 1.85-fold lower (p = 0.4 and p = 0.87), respectively, compared to pre-treatment. Bcl2/Bax ratio was numerically but not significantly decreased 1.02-fold (p = 0.74). The overall response rate of this protocol was 50% with a median PFS of 79 days (range 14-207 days). The low medians of relative expression levels of ABCB1, ABCG2 and Bcl2/Bax ratio group did not correlate with the clinical outcomes when compared to the high medians of relative expression levels, and likewise with the clinical stage, immunophenotype, histological grade and sub-stage. Therefore, the administration of a rescue drug with toceranib phosphate might be beneficial in refractory and relapsed canine lymphoma.
Collapse
|
10
|
Lu M, Faull KF, Whitelegge JP, He J, Shen D, Saxton RE, Chang HR. Proteomics and Mass Spectrometry for Cancer Biomarker Discovery. Biomark Insights 2017. [DOI: 10.1177/117727190700200005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Proteomics is a rapidly advancing field not only in the field of biology but also in translational cancer research. In recent years, mass spectrometry and associated technologies have been explored to identify proteins or a set of proteins specific to a given disease, for the purpose of disease detection and diagnosis. Such biomarkers are being investigated in samples including cells, tissues, serum/plasma, and other types of body fluids. When sufficiently refined, proteomic technologies may pave the way for early detection of cancer or individualized therapy for cancer. Mass spectrometry approaches coupled with bioinformatic tools are being developed for biomarker discovery and validation. Understanding basic concepts and application of such technology by investigators in the field may accelerate the clinical application of protein biomarkers in disease management.
Collapse
Affiliation(s)
- Ming Lu
- Gonda/UCLA Breast Cancer Research Laboratory, Los Angeles, California
- Revlon/UCLA Breast Center, Department of Surgery/Oncology, David Geffen School of Medicine, Los Angeles, California
| | - Kym F. Faull
- The Pasarow Mass Spectrometry Laboratory, Department of Psychiatry & Biobehavioral and the Neuropsychiatric Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles
| | - Julian P. Whitelegge
- The Pasarow Mass Spectrometry Laboratory, Department of Psychiatry & Biobehavioral and the Neuropsychiatric Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles
| | - Jianbo He
- Gonda/UCLA Breast Cancer Research Laboratory, Los Angeles, California
- Revlon/UCLA Breast Center, Department of Surgery/Oncology, David Geffen School of Medicine, Los Angeles, California
| | - Dejun Shen
- Gonda/UCLA Breast Cancer Research Laboratory, Los Angeles, California
- Revlon/UCLA Breast Center, Department of Surgery/Oncology, David Geffen School of Medicine, Los Angeles, California
| | - Romaine E. Saxton
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, Los Angeles, California
| | - Helena R. Chang
- Gonda/UCLA Breast Cancer Research Laboratory, Los Angeles, California
- Revlon/UCLA Breast Center, Department of Surgery/Oncology, David Geffen School of Medicine, Los Angeles, California
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, Los Angeles, California
| |
Collapse
|
11
|
Validation of Biomarker Proteins Using Reverse Capture Protein Microarrays. Methods Mol Biol 2016. [PMID: 27807840 DOI: 10.1007/978-1-4939-6539-7_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Genomics has revolutionized large-scale and high-throughput sequencing and has led to the discovery of thousands of new proteins. Protein chip technology is emerging as a miniaturized and highly parallel platform that is suited to rapid, simultaneous screening of large numbers of proteins and the analysis of various protein-binding activities, enzyme substrate relationships, and posttranslational modifications. Specifically, reverse capture protein microarrays provide the most appropriate platform for identifying low-abundance, disease-specific biomarker proteins in a sea of high-abundance proteins from biological fluids such as blood, serum, plasma, saliva, urine, and cerebrospinal fluid as well as tissues and cells obtained by biopsy. Samples from hundreds of patients can be spotted in serial dilutions on many replicate glass slides. Each slide can then be probed with one specific antibody to the biomarker of interest. That antibody's titer can then be determined quantitatively for each patient, allowing for the statistical assessment and validation of the diagnostic or prognostic utility of that particular antigen. As the technology matures and the availability of validated, platform-compatible antibodies increases, the platform will move further into the desirable realm of discovery science for detecting and quantitating low-abundance signaling proteins. In this chapter, we describe methods for the successful application of the reverse capture protein microarray platform for which we have made substantial contributions to the development and application of this method, particularly in the use of body fluids other than serum/plasma.
Collapse
|
12
|
Lee JHS, Vo TT, Fruman DA. Targeting mTOR for the treatment of B cell malignancies. Br J Clin Pharmacol 2016; 82:1213-1228. [PMID: 26805380 PMCID: PMC5061788 DOI: 10.1111/bcp.12888] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 01/20/2016] [Accepted: 01/21/2016] [Indexed: 12/12/2022] Open
Abstract
Mechanistic target of rapamycin (mTOR) is a serine/threonine kinase that functions as a key regulator of cell growth, division and survival. Many haematologic malignancies exhibit elevated or aberrant mTOR activation, supporting the launch of numerous clinical trials aimed at evaluating the potential of single agent mTOR-targeted therapies. While promising early clinical data using allosteric mTOR inhibitors (rapamycin and its derivatives, rapalogs) have suggested activity in a subset of haematologic malignancies, these agents have shown limited efficacy in most contexts. Whether the efficacy of these partial mTOR inhibitors might be enhanced by more complete target inhibition is being actively addressed with second generation ATP-competitive mTOR kinase inhibitors (TOR-KIs), which have only recently entered clinical trials. However, emerging preclinical data suggest that despite their biochemical advantage over rapalogs, TOR-KIs may retain a primarily cytostatic response. Rather, combinations of mTOR inhibition with other targeted therapies have demonstrated promising efficacy in several preclinical models. This review investigates the current status of rapalogs and TOR-KIs in B cell malignancies, with an emphasis on emerging preclinical evidence of synergistic combinations involving mTOR inhibition.
Collapse
Affiliation(s)
- Jong-Hoon Scott Lee
- Department of Molecular Biology & Biochemistry, University of California, Irvine, USA
| | - Thanh-Trang Vo
- Department of Molecular Biology & Biochemistry, University of California, Irvine, USA
| | - David A Fruman
- Department of Molecular Biology & Biochemistry, University of California, Irvine, USA.
| |
Collapse
|
13
|
Abstract
B cell growth and proliferation is tightly regulated by signaling through the B cell receptor and by other membrane bound receptors responding to different cytokines. The PI3K signaling pathway has been shown to play a crucial role in B cell activation, differentiation and survival. Activated B cells undergo metabolic reprograming in response to changing energetic and biosynthetic demands. B cells also need to be able to coordinate metabolic activity and proliferation with nutrient availability. The PI3K signaling network has been implicated in regulating nutrient acquisition, utilization and biosynthesis, thus integrating receptor-mediated signaling with cell metabolism. In this review, we discuss the current knowledge about metabolic changes induced in activated B cells, strategies to adapt to metabolic stress and the role of PI3K signaling in these processes.
Collapse
Affiliation(s)
- Julia Jellusova
- a BIOSS Centre for Biological Signalling Studies, Albert-Ludwigs-University Freiburg , Freiburg , Germany.,b Max Planck Institute of Immunobiology and Epigenetics , Freiburg , Germany
| | - Robert C Rickert
- c Sanford Burnham Prebys Medical Discovery Institute , La Jolla , CA , USA
| |
Collapse
|
14
|
Akkiprik M, Nicorici D, Cogdell D, Jia YJ, Hategan A, Tabus I, Yli-Harja O, Y D, Sahin A, Zhang W. Dissection of Signaling Pathways in Fourteen Breast Cancer Cell Lines Using Reverse-Phase Protein Lysate Microarray. Technol Cancer Res Treat 2016; 5:543-51. [PMID: 17121430 DOI: 10.1177/153303460600500601] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Signal transduction pathways play a crucial role in breast cancer development, progression, and response to different therapies. A major problem in breast cancer therapy is the heterogeneity among different tumor types and cell lines commonly used in preclinical studies. To characterize the signaling pathways of some of the commonly used breast cancer cell lines and dissect the relationship among a number of pathways and some key genetic and molecular events in breast cancer development, such as p53 mutation, ErbB2 expression, and estrogen receptor (ER)/progesterone receptor (PR) status, we performed pathway profiling of 14 breast cancer cell lines by measuring the expression and phosphorylation status of 40 different cell signaling proteins with 53 specific antibodies using a protein lysate array. Cluster analysis of the expression data showed that there was close clustering of phosphatidylinositol 3-kinase, Akt, mammalian target of rapamycin (mTOR), Src, and platelet-derived growth factor receptor β (PDGFRβ) in all of the cell lines. The most differentially expressed proteins between ER- and PR-positive and ER- and PR-negative breast cells were mTOR, Akt (pThr308), PDGFRβ, PDGFRβ (pTyr751), panSrc, Akt (pSer473), insulin-like growth factor-binding protein 5 (IGFBP5), Src (pTyr418), mTOR (pSer2448), and IGFBP2. Many apoptotic proteins, such as apoptosis-inducing factor, IGFBP3, bad, bax, and cleaved caspase 9, were overexpressed in mutant p53-carrying breast cancer cells. Hexokinase isoenzyme 1, ND2, and c-kit were the most differentially expressed proteins in high and low ErbB2-expressing breast cancer cells. This study demonstrated that ER/PR status, ErbB2 expression, and p53 status are major molecules that impact downstream signaling pathways.
Collapse
Affiliation(s)
- M Akkiprik
- Department of Pathology, Unit 85, The University of Texas, M. D. Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
15
|
Allen JC, Talab F, Slupsky JR. Targeting B-cell receptor signaling in leukemia and lymphoma: how and why? Int J Hematol Oncol 2016; 5:37-53. [PMID: 30302202 DOI: 10.2217/ijh-2016-0003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 05/13/2016] [Indexed: 01/04/2023] Open
Abstract
B-lymphocytes are dependent on B-cell receptor (BCR) signaling for the constant maintenance of their physiological function, and in many B-cell malignancies this signaling pathway is prone to aberrant activation. This understanding has led to an ever-increasing interest in the signaling networks activated following ligation of the BCR in both normal and malignant cells, and has been critical in establishing an array of small molecule inhibitors targeting BCR-induced signaling. By dissecting how different malignancies signal through BCR, researchers are contributing to the design of more customized therapeutics which have greater efficacy and lower toxicity than previous therapies. This allows clinicians access to an array of approaches to best treat patients whose malignancies have BCR signaling as a driver of pathogenesis.
Collapse
Affiliation(s)
- John C Allen
- Department of Molecular & Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GE, UK.,Department of Molecular & Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GE, UK
| | - Fatima Talab
- Redx Oncology Plc, Duncan Building, Royal Liverpool University Hospital, Daulby Street, Liverpool, L69 3GA, UK.,Redx Oncology Plc, Duncan Building, Royal Liverpool University Hospital, Daulby Street, Liverpool, L69 3GA, UK
| | - Joseph R Slupsky
- Department of Molecular & Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, Ashton Street, Liverpool, L69 3GE, UK.,Department of Molecular & Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, Ashton Street, Liverpool, L69 3GE, UK
| |
Collapse
|
16
|
Meichner K, Fogle JE, English L, Suter SE. Expression of Apoptosis-regulating Proteins Bcl-2 and Bax in Lymph Node Aspirates from Dogs with Lymphoma. J Vet Intern Med 2016; 30:819-26. [PMID: 27013187 PMCID: PMC4913583 DOI: 10.1111/jvim.13937] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 12/27/2015] [Accepted: 03/02/2016] [Indexed: 12/22/2022] Open
Abstract
Background Dysregulated apoptosis is a hallmark of tumorigenesis, and is also involved in resistance to cytotoxic treatment, and might be relevant in lymphoma in dogs. Hypothesis/Objectives That Bcl‐2/Bax expression patterns differ between lymphoma immunophenotypes, and that Bcl‐2/Bax ratio is correlated with prognosis. Animals Fifty‐five client‐owned dogs with multicentric lymphoma and 5 healthy dogs. Methods Prospective, case–control study. We compared 3 methods (flow cytometry, qRT‐PCR, Western blot) for Bcl‐2 and Bax quantification in a subset of dogs. The effect of time on Bcl‐2/Bax ratios measured by flow cytometry was assessed in lymphoma cell lines. Immunophenotype and Bcl‐2/Bax expression by flow cytometry were determined in LN aspirates from all dogs with multicentric lymphoma compared to healthy dogs. Progression‐free survival (PFS) was retrospectively evaluated in a group of dogs all receiving similar treatment. Results Bcl‐2/Bax ratios remain consistent for at least 5 days after sample collection. Bcl‐2/Bax ratio was higher in dogs with T‐cell lymphoma (TCL; median 0.97, range 0.37–1.36) compared to B‐cell lymphoma (BCL; median 0.36, range 0.07–1.45) (P < .0001) and normal dogs (median 0.36, range 0.21–0.48) (P = .0006), respectively. Dogs with Bcl‐2/Bax ratios higher than the median of the group experienced a median PFS of 101 days and dogs with ratios equal and lower than the median had PFS of 130 days (P = .19). Conclusions and clinical importance Higher intrinsic resistance to apoptosis following cytotoxic treatment might contribute to the less favorable prognosis associated with multicentric TCL in dogs. Whether Bcl‐2/Bax will be helpful to identify canine BCL and TCL with more aggressive and more indolent behavior, respectively, should be evaluated in larger prospective clinical studies.
Collapse
Affiliation(s)
- K Meichner
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC
| | - J E Fogle
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC
| | - L English
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC
| | - S E Suter
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC.,Lineberger Comprehensive Cancer Center, Chapel Hill, NC.,Comparative Medicine Institute, North Carolina State University, Raleigh, NC
| |
Collapse
|
17
|
Abstract
Reverse phase protein array (RPPA) technology evolved from the advent of miniaturized immunoassays and gene microarray technology. Reverse phase protein arrays provide either a low throughput or high throughput methodology for quantifying proteins and their post-translationally modified forms in both cellular and non-cellular samples. As the demand for patient tailored therapies increases so does the need for precise and sensitive technology to accurately profile the molecular circuitry driving an individual patient's disease. RPPAs are currently utilized in clinical trials for profiling and comparing the functional state of protein signaling pathways, either temporally within tumors, between patients, or within the same patients before/after treatment. RPPAs are generally employed for quantifying large numbers of samples on one array, under identical experimental conditions. However, the goal of personalized cancer medicine is to design therapies based on the molecular portrait of a patient's tumor, which in turn result in more efficacious treatments with less toxicity. Therefore, RPPAs are also being validated for low throughput assays of individual patient samples. This review explores RPPA technology in the cancer research field, concentrating on its role as a fundamental tool for deciphering protein signaling networks and its emerging role in personalized medicine.
Collapse
|
18
|
Vassilakopoulou M, Parisi F, Siddiqui S, England AM, Zarella ER, Anagnostou V, Kluger Y, Hicks DG, Rimm DL, Neumeister VM. Preanalytical variables and phosphoepitope expression in FFPE tissue: quantitative epitope assessment after variable cold ischemic time. J Transl Med 2015; 95:334-41. [PMID: 25418580 DOI: 10.1038/labinvest.2014.139] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 10/01/2014] [Accepted: 10/02/2014] [Indexed: 11/09/2022] Open
Abstract
Individualized targeted therapies for cancer patients require accurate and reproducible assessment of biomarkers to be able to plan treatment accordingly. Recent studies have shown highly variable effects of preanalytical variables on gene expression profiling and protein levels of different tissue types. Several publications have described protein degradation of tissue samples as a direct result of delay of formalin fixation of the tissue. Phosphorylated proteins are more labile and epitope degradation can happen within 30 min of cold ischemic time. To address this issue, we evaluated the change in antigenicity of a series of phosphoproteins in paraffin-embedded samples from breast tumors as a function of time to formalin fixation. A tissue microarray consisting of 93 breast cancer specimens with documented time-to-fixation was used to evaluate changes in antigenicity of 12 phosphoepitopes frequently used in research settings as a function of cold ischemic time. Analysis was performed in a quantitative manner using the AQUA technology for quantitative immunofluorescence. For each marker, least squares univariate linear regression was performed and confidence intervals were computed using bootstrapping. The majority of the epitopes tested revealed changes in expression levels with increasing time to formalin fixation. Some phosphorylated proteins, such as phospho-HSP27 and phospho-S6 RP, involved in post-translational modification and stress response pathways increased in expression or phosphorylation levels. Others (like phospho-AKT, phosphor-ERK1/2, phospho-Tyrosine, phospho-MET, and others) are quite labile and loss of antigenicity can be reported within 1-2 h of cold ischemic time. Therefore specimen collection should be closely monitored and subjected to quality control measures to ensure accurate measurement of these epitopes. However, a few phosphoepitopes (like phospho-JAK2 and phospho-ER) are sufficiently robust for routine usage in companion diagnostic testing.
Collapse
Affiliation(s)
| | - Fabio Parisi
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Summar Siddiqui
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Allison M England
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Elizabeth R Zarella
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Valsamo Anagnostou
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Yuval Kluger
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - David G Hicks
- Department of Pathology, School of Medicine, University of Rochester, Rochester, NY, USA
| | - David L Rimm
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | | |
Collapse
|
19
|
Seda V, Mraz M. B-cell receptor signalling and its crosstalk with other pathways in normal and malignant cells. Eur J Haematol 2014; 94:193-205. [PMID: 25080849 DOI: 10.1111/ejh.12427] [Citation(s) in RCA: 139] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2014] [Indexed: 12/13/2022]
Abstract
The physiology of B cells is intimately connected with the function of their B-cell receptor (BCR). B-cell lymphomas frequently (dys)regulate BCR signalling and thus take advantage of this pre-existing pathway for B-cell proliferation and survival. This has recently been underscored by clinical trials demonstrating that small molecules (fosfamatinib, ibrutinib, idelalisib) inhibiting BCR-associated kinases (SYK, BTK, PI3K) have an encouraging clinical effect. Here we describe the current knowledge of the specific aspects of BCR signalling in diffuse large B-cell lymphoma (DLBCL), follicular lymphoma, chronic lymphocytic leukaemia (CLL) and normal B cells. Multiple factors can contribute to BCR pathway (dys)regulation in these malignancies and the activation of 'chronic' or 'tonic' BCR signalling. In lymphoma B cells, the balance of initiation, amplitude and duration of BCR activation can be influenced by a specific immunoglobulin structure, the expression and mutations of adaptor molecules (like GAB1, BLNK, GRB2, CARD11), the activity of kinases (like LYN, SYK, PI3K) or phosphatases (like SHIP-1, SHP-1 and PTEN) and levels of microRNAs. We also discuss the crosstalk of BCR with other signalling pathways (NF-κB, adhesion through integrins, migration and chemokine signalling) to emphasise that the 'BCR inhibitors' target multiple pathways interconnected with BCR, which might explain some of their clinical activity.
Collapse
Affiliation(s)
- Vaclav Seda
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | | |
Collapse
|
20
|
Kheirallah S, Fruchon S, Ysebaert L, Blanc A, Capilla F, Marrot A, Alsaati T, Frenois FX, Benhadji KA, Fournié JJ, Laurent G, Bezombes C. The serine-threonine kinase p90RSK is a new target of enzastaurin in follicular lymphoma cells. Br J Pharmacol 2014; 170:1374-83. [PMID: 23992368 DOI: 10.1111/bph.12351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Revised: 05/23/2013] [Accepted: 06/07/2013] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND AND PURPOSE Follicular lymphoma is the second most common non-Hodgkin's lymphoma and, despite the introduction of rituximab for its treatment, this disease is still considered incurable. Besides genetic alterations involving Bcl-2, Bcl-6 or c-Myc, follicular lymphoma cells often display altered B-cell receptor signalling pathways including overactive PKC and PI3K/Akt systems. EXPERIMENTAL APPROACH The effect of enzastaurin, an inhibitor of PKC, was evaluated both in vitro on follicular lymphoma cell lines and in vivo on a xenograft murine model. Using pharmacological inhibitors and siRNA transfection, we determined the different signalling pathways after enzastaurin treatment. KEY RESULTS Enzastaurin inhibited the serine-threonine kinase p90RSK which has downstream effects on GSK3β. Bad and p70S6K. These signalling proteins control follicular lymphoma cell survival and apoptosis; which accounted for the inhibition by enzastaurin of cell survival and its induction of apoptosis of follicular lymphoma cell lines in vitro. Importantly, these results were replicated in vivo where enzastaurin inhibited the growth of follicular lymphoma xenografts in mice. CONCLUSIONS AND IMPLICATIONS The targeting of p90RSK by enzastaurin represents a new therapeutic option for the treatment of follicular lymphoma.
Collapse
Affiliation(s)
- S Kheirallah
- INSERM UMR1037-Centre de Recherche en Cancérologie de Toulouse, Toulouse, France; Université Toulouse III Paul-Sabatier, Toulouse, France; ERL 5294 CNRS, BP3028, Hôpital Purpan, Toulouse, France; Institut Carnot Lymphome-CALYM, Toulouse, France; Laboratoire d'Excellence Toulouse Cancer-TOUCAN, Toulouse, France
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
21
|
Yahiaoui OI, Nunès JA, Castanier C, Devillier R, Broussais F, Fabre AJ, Naimi D, Bouabdallah R, Olive D, Xerri L. Constitutive AKT activation in follicular lymphoma. BMC Cancer 2014; 14:565. [PMID: 25096023 PMCID: PMC4131060 DOI: 10.1186/1471-2407-14-565] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 07/23/2014] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND The phosphoinositide 3- kinase (PI3K) pathway is involved in the growth of various human cancers, including lymphoid malignancies. However its role in the pathogenesis of follicular lymphoma (FL) has not been yet described. METHODS To clarify this point, biopsy tissue samples from 38 human FL cases were investigated for PIK3CA somatic mutations in exon 9 and 20 using direct sequencing. The same samples were analyzed using western blotting and immunohistochemistry to detect expression of AKT, phosphorylated AKT (pAKT), and PTEN proteins. Two cases of benign lymphadenitis were used as controls. RESULTS AKT expression was present in all FL and lymphadenitis cases. 14/38 (37%) FL and 2/2 lymphadenitis cases expressed pAKT. 9/38 (24%) FL samples showed high level of pAKT, whereas 5/38 (13%) FL cases and 2/2 benign lymphadenitis samples expressed low level of pAKT. PTEN expression was observed in 30/38 (79%) FL and 2/2 benign lymphadenitis cases, whereas 8/38 (21%) FL cases showed loss of PTEN expression. 3 cases with positive pAKT did not express PTEN. PIK3CA mutations were not detected in any sample. CONCLUSIONS These data suggest that the PI3K/AKT signaling pathway could be activated in a subset of FL cases, due to either AKT phosphorylation or PTEN downregulation, in the absence of PIK3CA mutations.
Collapse
Affiliation(s)
- Ouardia I Yahiaoui
- Inserm, U1068, Centre de Recherche en Cancérologie de Marseille, Marseille, France.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Jabbour E, Ottmann OG, Deininger M, Hochhaus A. Targeting the phosphoinositide 3-kinase pathway in hematologic malignancies. Haematologica 2014; 99:7-18. [PMID: 24425689 DOI: 10.3324/haematol.2013.087171] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The phosphoinositide 3-kinase pathway represents an important anticancer target because it has been implicated in cancer cell growth, survival, and motility. Recent studies show that PI3K may also play a role in the development of resistance to currently available therapies. In a broad range of cancers, various components of the phosphoinositide 3-kinase signaling axis are genetically modified, and the pathway can be activated through many different mechanisms. The frequency of genetic alterations in the phosphoinositide 3-kinase pathway, coupled with the impact in oncogenesis and disease progression, make this signaling axis an attractive target in anticancer therapy. A better understanding of the critical function of the phosphoinositide 3-kinase pathway in leukemias and lymphomas has led to the clinical evaluation of novel rationally designed inhibitors in this setting. Three main categories of phosphoinositide 3-kinase inhibitors have been developed so far: agents that target phosphoinositide 3-kinase and mammalian target of rapamycin (dual inhibitors), pan-phosphoinositide 3-kinase inhibitors that target all class I isoforms, and isoform-specific inhibitors that selectively target the α, -β, -γ, or -δ isoforms. Emerging data highlight the promise of phosphoinositide 3-kinase inhibitors in combination with other therapies for the treatment of patients with hematologic malignancies. Further evaluation of phosphoinositide 3-kinase inhibitors in first-line or subsequent regimens may improve clinical outcomes. This article reviews the role of phosphoinositide 3-kinase signaling in hematologic malignancies and the potential clinical utility of inhibitors that target this pathway.
Collapse
|
23
|
Protein pathway analysis in Clinical Proteomics using protein microarrays. DRUG DISCOVERY TODAY. TECHNOLOGIES 2014; 2:353-9. [PMID: 24982012 DOI: 10.1016/j.ddtec.2005.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Molecular diagnostics research within the field of cancer is increasingly focused on detecting low-abundance protein endpoints that can be used to define a patient's disease more completely. Protein microarrays represent an important Clinical Proteomics tool for directly measuring protein endpoints in samples extracted from patient tissues. By combining laser capture microdissection, arraying devices, validated isoform-specific antibodies and advanced reporter technology tools, Clinical Proteomics laboratories are currently generating molecular portraits of cancer cells harvested from patient biopsies.:
Collapse
|
24
|
Schröder C, Srinivasan H, Sill M, Linseisen J, Fellenberg K, Becker N, Nieters A, Hoheisel JD. Plasma protein analysis of patients with different B-cell lymphomas using high-content antibody microarrays. Proteomics Clin Appl 2014; 7:802-12. [PMID: 24323458 DOI: 10.1002/prca.201300048] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 09/02/2013] [Accepted: 09/10/2013] [Indexed: 11/09/2022]
Abstract
PURPOSE In this study, plasma samples from a multicentric case-control study on lymphoma were analyzed for the identification of proteins useful for diagnosis. EXPERIMENTAL DESIGN The protein content in the plasma of 100 patients suffering from the three most common B-cell lymphomas and 100 control samples was studied with antibody microarrays composed of 810 antibodies that target cancer-associated proteins. Sample pools were screened for an identification of marker proteins. Then, the samples were analyzed individually to validate the usability of these markers. RESULTS More than 200 proteins with disease-associated abundance changes were found. The evaluation on individual patients confirmed some molecules as robust informative markers while others were inadequate for this purpose. In addition, the analysis revealed distinct subgroups for each of the three investigated B-cell lymphoma subtypes. With this information, we delineated a classifier that discriminates the different lymphoma entities. CONCLUSIONS AND CLINICAL RELEVANCE Variations in plasma protein abundance permit discrimination between different patient groups. After validation on a larger study cohort, the findings could have diagnostic as well as differential diagnostic potential. Beside this, methodological aspects were critically evaluated, such as the value of sample pooling for the identification of biomarkers that are useful for a diagnosis on individual patients.
Collapse
Affiliation(s)
- Christoph Schröder
- Division of Functional Genome Analysis, Deutsches Krebsforschungszentrum, Heidelberg, Germany
| | | | | | | | | | | | | | | |
Collapse
|
25
|
Matas-Céspedes A, Rodriguez V, Kalko SG, Vidal-Crespo A, Rosich L, Casserras T, Balsas P, Villamor N, Giné E, Campo E, Roué G, López-Guillermo A, Colomer D, Pérez-Galán P. Disruption of follicular dendritic cells-follicular lymphoma cross-talk by the pan-PI3K inhibitor BKM120 (Buparlisib). Clin Cancer Res 2014; 20:3458-71. [PMID: 24799524 DOI: 10.1158/1078-0432.ccr-14-0154] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE To uncover the signaling pathways underlying follicular lymphoma-follicular dendritic cells (FL-FDC) cross-talk and its validation as new targets for therapy. EXPERIMENTAL DESIGN FL primary cells and cell lines were cocultured in the presence or absence of FDC. After 24 and 48 hours, RNA was isolated from FL cells and subjected to gene expression profiling (GEP) and data meta-analysis using DAVID and GSEA softwares. Blockade of PI3K pathway by the pan-PI3K inhibitor BKM120 (buparlisib; Novartis Pharmaceutical Corporation) and the effect of PI3K inhibition on FL-FDC cross-talk were analyzed by means of ELISA, RT-PCR, human umbilical vein endothelial cell tube formation, adhesion and migration assays, Western blot, and in vivo studies in mouse FL xenografts. RESULTS GEP of FL-FDC cocultures yields a marked modulation of FL transcriptome by FDC. Pathway assignment by DAVID and GSEA software uncovered an overrepresentation of genes related to angiogenesis, cell adhesion, migration, and serum-response factors. We demonstrate that the addition of the pan-PI3K inhibitor BKM120 to the cocultures was able to downregulate the expression and secretion of proangiogenic factors derived from FL-FDC cocultures, reducing in vitro and in vivo angiogenesis. Moreover, BKM120 efficiently counteracts FDC-mediated cell adhesion and impedes signaling and migration induced by the chemokine CXCL12. BKM120 inhibits both constitutive PI3K/AKT pathway and FDC- or CXCL12-induced PI3K/AKT pathway, hampers FDC survival signaling, and reduces cell proliferation of FL cells in vitro and in mouse xenografts. CONCLUSIONS These data support the use of BKM120 in FL therapy to counteract microenvironment-related survival signaling in FL cells.
Collapse
Affiliation(s)
- Alba Matas-Céspedes
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | - Vanina Rodriguez
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | | | - Anna Vidal-Crespo
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | - Laia Rosich
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | | | - Patricia Balsas
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | | | - Eva Giné
- Department of Hematology, Hospital Clínic, IDIBAPS, Barcelona, Spain
| | - Elías Campo
- Hematopathology Unit, Department of Pathology; and
| | - Gaël Roué
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology
| | | | - Dolors Colomer
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology; Hematopathology Unit, Department of Pathology; and
| | - Patricia Pérez-Galán
- Authors' Affiliations: Experimental Therapeutics in Lymphoid Malignancies Group, Department of Hemato-Oncology;
| |
Collapse
|
26
|
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: 134] [Impact Index Per Article: 13.4] [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.
Collapse
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
| |
Collapse
|
27
|
Martín-Ventura JL, Blanco-Colio LM, Tunon J, Gomez-Guerrero C, Michel JB, Meilhac O, Egido J. Proteomics in atherothrombosis: a future perspective. Expert Rev Proteomics 2014; 4:249-60. [PMID: 17425460 DOI: 10.1586/14789450.4.2.249] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Atherothrombosis is the primary cause of death in Western countries. The cellular and molecular mechanisms underlying atherosclerosis remain widely unknown. The complex nature of atherosclerotic cardiovascular diseases demands the development of novel technologies that enable discovery of new biomarkers for early disease detection and risk stratification, which may predict clinical outcome. In this review, we outline potential sources and recent proteomic approaches that could be applied in the search of novel biomarkers of cardiovascular risk. In addition, we describe some issues raised in relation to the application of proteomics to blood samples, as well as two novel emerging concepts, such as peptidomics and population proteomics. In the future, the use of high-throughput techniques (proteomic, genomics and metabolomics) will potentially identify novel patterns of biomarkers, which, along with traditional risk factors and imaging techniques, could help to target vulnerable patients and monitor the beneficial effects of pharmacological agents.
Collapse
|
28
|
Fang X, Zhou X, Wang X. Clinical development of phosphatidylinositol 3-kinase inhibitors for non-Hodgkin lymphoma. Biomark Res 2013; 1:30. [PMID: 24252186 PMCID: PMC4177547 DOI: 10.1186/2050-7771-1-30] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Accepted: 11/04/2013] [Indexed: 12/16/2022] Open
Abstract
Phosphatidylinositol 3-kinase (PI3K)/Akt/mammalian target of rapamycin (mTOR) signaling pathway is extensively explored in cancers. It functions as an important regulator of cell growth, survival and metabolism. Activation of this pathway also predicts poor prognosis in numerous human malignancies. Drugs targeting this signaling pathway have been developed and have shown preliminary clinical activity. Accumulating evidence has highlighted the important role of PI3K in non-Hodgkin lymphoma (NHL), especially in the disease initiation and progression. Therapeutic functions of PI3K inhibitors in NHL have been demonstrated both in vivo and in vitro. This review will summarize recent advances in the activation of PI3K signaling in different types of NHL and the applications of PI3K inhibitors in NHL treatment.
Collapse
Affiliation(s)
- Xiaosheng Fang
- Department of Hematology, Shandong Provincial Hospital affiliated to Shandong University, 324 Jingwu Road, Jinan, Shandong 250021, P,R, China.
| | | | | |
Collapse
|
29
|
Merli M, Ferrario A, Basilico C, Maffioli M, Caramazza D, Appio L, Arcaini L, Passamonti F. Novel agents in indolent lymphomas. Ther Adv Hematol 2013; 4:133-48. [PMID: 23610620 PMCID: PMC3629754 DOI: 10.1177/2040620712466865] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Indolent non-Hodgkin's lymphomas (iNHLs) include follicular lymphomas (FL), marginal-zone lymphoma, lymphoplasmacytic lymphoma/Waldenström macroglobulinemia and small lymphocytic lymphoma. First-line standard therapy in advanced, symptomatic iNHL consists of rituximab-based immunochemotherapy. The recent rediscovery of the 'old' chemotherapeutic agent bendamustine, an alkylating agent with a peculiar mechanism of action, has added a new effective and well-tolerated option to the therapeutic armamentarium in iNHL, increasing response rates and duration. However, patients invariably relapse and subsequent active and well-tolerated agents are needed. In recent years a large number of new targeted agents have been tested in preclinical and clinical experimentation in FL and indolent nonfollicular lymphoma (iNFL), including the new monoclonal antibodies binding CD20 or other surface antigens, immunoconjugates and bispecific antibodies. Moreover novel agents directed against intracellular processes such as proteasome inhibitors, mTOR inhibitors and agents that target the tumour microenvironment, notably the immunomodulatory agent lenalidomide, are under active clinical investigation. The development of these new drugs may change in the near future the approach to iNHL patients, leading to better tolerated and effective therapy regimens.
Collapse
Affiliation(s)
- Michele Merli
- Division of Hematology, Department of Internal Medicine, Ospedale di Circolo and Fondazione Macchi, University of Insubria, Varese, Italy
| | | | | | | | | | | | | | | |
Collapse
|
30
|
|
31
|
Neeley ES, Baggerly KA, Kornblau SM. Surface Adjustment of Reverse Phase Protein Arrays using Positive Control Spots. Cancer Inform 2012; 11:77-86. [PMID: 22550399 PMCID: PMC3329188 DOI: 10.4137/cin.s9055] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Reverse phase protein arrays (RPPA) measure the relative expression levels of a protein in many samples simultaneously. Observed signal from these arrays is a combination of true signal, additive background, and multiplicative spatial effects. Background subtraction alone is not sufficient to remove all nonbiological trends from the data. We developed a surface adjustment that uses information from positive control spots to correct for spatial trends on the array beyond additive background. This method uses a generalized additive model to estimate a smoothed surface from positive controls. When positive controls are printed in a dilution series, a nested surface adjustment performs an intensity-based correction. When applicable, surface adjustment is able to remove spatial trends and increase within slide replicate agreement better than background subtraction alone as demonstrated on two sets of arrays. This work demonstrates the importance of including positive control spots on the array.
Collapse
Affiliation(s)
| | - Keith A. Baggerly
- University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, TX, USA
| | - Steven M. Kornblau
- University of Texas MD Anderson Cancer Center, Department of Leukemia and Department of Stem Cell Transplantation and Cellular Therapy, Houston, TX, USA
| |
Collapse
|
32
|
Li WS, Wang CH, Ko S, Chang TT, Jen YC, Yao CF, More SV, Jao SC. Synthesis and Evaluation of the Cytotoxicities of Tetraindoles: Observation that the 5-Hydroxy Tetraindole (SK228) Induces G2 Arrest and Apoptosis in Human Breast Cancer Cells. J Med Chem 2012; 55:1583-92. [DOI: 10.1021/jm2013425] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Wen-Shan Li
- Institute of Chemistry, Academia Sinica, Taipei 115, Taiwan
- Doctoral Degree Program in Marine Biotechnology, National Sun Yat-Sen University, Kaohsiung 804, Taiwan
| | - Chie-Hong Wang
- Institute of Chemistry, Academia Sinica, Taipei 115, Taiwan
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung 804, Taiwan
| | - Shengkai Ko
- Institute of Chemistry, Academia Sinica, Taipei 115, Taiwan
- Department of Chemistry, National Taiwan Normal University, Taipei 116, Taiwan
| | - Tzu Ting Chang
- Institute of Chemistry, Academia Sinica, Taipei 115, Taiwan
| | - Ya Ching Jen
- Institute of Chemistry, Academia Sinica, Taipei 115, Taiwan
| | - Ching-Fa Yao
- Department of Chemistry, National Taiwan Normal University, Taipei 116, Taiwan
| | | | - Shu-Chuan Jao
- Institute of Biological Chemistry, Academia Sinica, Taipei 115, Taiwan
| |
Collapse
|
33
|
Schatz JH. Targeting the PI3K/AKT/mTOR pathway in non-Hodgkin's lymphoma: results, biology, and development strategies. Curr Oncol Rep 2012; 13:398-406. [PMID: 21755275 DOI: 10.1007/s11912-011-0187-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Signaling by the PI3K/AKT/mTOR pathway is frequently deregulated in non-Hodgkin's lymphoma (NHL), prompting evaluation of the rapamycin-analog (rapalog) mTOR inhibitors in multiple clinical trials. The drugs show activity as single agents, and the rapalog temsirolimus is now accepted as a therapeutic option in relapsed/refractory mantle cell lymphoma. Response rates, however, are typically below 50%, resulting in remissions that are neither complete nor durable. Results of preclinical studies shed important new light on resistance mechanisms that may explain results. Looking ahead, it is likely PI3K/AKT/mTOR inhibition will find expanded roles in NHL therapy due to 1) assessments of the rapalogs in combination with other therapies and in less heavily pretreated patients, 2) the development and evaluation of multiple novel inhibitors of the pathway that may increase specificity and potency, 3) alternative treatment strategies able to bypass particular resistance mechanisms, and 4) increased efforts to identify biomarkers for better pretreatment patient stratification.
Collapse
Affiliation(s)
- Jonathan H Schatz
- Department of Medicine and Cancer Biology & Genetics Program, Memorial Sloan-Kettering Cancer Center, New York 10065, USA.
| |
Collapse
|
34
|
The Role of mTOR Inhibitors for the Treatment of B-Cell Lymphomas. Adv Hematol 2011; 2012:435342. [PMID: 21822434 PMCID: PMC3124126 DOI: 10.1155/2012/435342] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2011] [Accepted: 04/07/2011] [Indexed: 02/02/2023] Open
Abstract
Despite the fact that the majority of lymphomas initially respond to treatment, many patients relapse and die from disease that is refractory to current regimens. The need for new treatment strategies in lymphomas has led to the investigation and evaluation of novel agents that target cellular pathways. The mammalian target of rapamycin (mTOR) is a representative pathway that may be implicated in lymphomagenesis. Rapamycin and especially its derivatives (temsirolimus, everolimus, and deforolimus) represent the first described mTOR inhibitors. These agents have shown promising results in the treatment of lymphoid malignancies. On the other hand, new ATP-competitive mTOR inhibitors that provoke a broader inhibition of mTOR activity are in early stages of clinical development. The purpose of this paper is to summarize the existing knowledge about mTOR inhibitors and their use in the treatment of B-cell lymphomas. Relevant issues regarding mTOR biology in general as well as in B-cell lymphoid neoplasms are also discussed in short.
Collapse
|
35
|
Leich E, Ott G, Rosenwald A. Pathology, pathogenesis and molecular genetics of follicular NHL. Best Pract Res Clin Haematol 2011; 24:95-109. [PMID: 21658611 DOI: 10.1016/j.beha.2011.02.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Follicular lymphoma (FL) is a germinal centre-derived indolent B-cell lymphoma representing the second most common Non Hodgkin lymphoma in the Western world. This chapter focuses on the pathology of FL and summarizes the current knowledge about genetic and molecular features that are relevant for the pathogenesis of this neoplasm. The translocation t(14;18) is present in approximately 90% of FL leading to the upregulation of the anti-apoptotic protein BCL2, that may constitute a promising molecular target for therapeutic approaches. FL lacking the t(14;18) also exist, and B-cells carrying the t(14;18) can be detected in a subset of healthy individuals. In addition to the t(14;18), secondary genetic alterations are present in most FL and, more recently, deeper insights into the methylation and microRNA expression patterns in the tumour cells have been gained. The tumour microenvironment appears to be particularly important for the biology and the clinical course of FL.
Collapse
Affiliation(s)
- E Leich
- Institute of Pathology, University of Würzburg, Josef-Schneider-Str 2, 97080 Würzburg, Germany.
| | | | | |
Collapse
|
36
|
Joshi S, Tiwari A, Mondal B, Sharma A. Oncoproteomics. Clin Chim Acta 2011; 412:217-26. [DOI: 10.1016/j.cca.2010.10.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2010] [Revised: 10/03/2010] [Accepted: 10/03/2010] [Indexed: 11/29/2022]
|
37
|
Gallagher RI, Silvestri A, Petricoin EF, Liotta LA, Espina V. Reverse phase protein microarrays: fluorometric and colorimetric detection. Methods Mol Biol 2011; 723:275-301. [PMID: 21370072 DOI: 10.1007/978-1-61779-043-0_18] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The Reverse Phase Protein Microarray (RPMA) is an array platform used to quantitate proteins and their posttranslationally modified forms. RPMAs are applicable for profiling key cellular signaling pathways and protein networks, allowing direct comparison of the activation state of proteins from multiple samples within the same array. The RPMA format consists of proteins immobilized directly on a nitrocellulose substratum. The analyte is subsequently probed with a primary antibody and a series of reagents for signal amplification and detection. Due to the diversity, low concentration, and large dynamic range of protein analytes, RPMAs require stringent signal amplification methods, high quality image acquisition, and software capable of precisely analyzing spot intensities on an array. Microarray detection strategies can be either fluorescent or colorimetric. The choice of a detection system depends on (a) the expected analyte concentration, (b) type of microarray imaging system, and (c) type of sample. The focus of this chapter is to describe RPMA detection and imaging using fluorescent and colorimetric (diaminobenzidine (DAB)) methods.
Collapse
Affiliation(s)
- Rosa I Gallagher
- George Mason University, Center for Applied Proteomics and Molecular Medicine, Manassas, VA, USA
| | | | | | | | | |
Collapse
|
38
|
Mueller C, Liotta LA, Espina V. Reverse phase protein microarrays advance to use in clinical trials. Mol Oncol 2010; 4:461-81. [PMID: 20974554 PMCID: PMC2981612 DOI: 10.1016/j.molonc.2010.09.003] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2010] [Revised: 09/15/2010] [Accepted: 09/16/2010] [Indexed: 12/18/2022] Open
Abstract
Individualizing cancer therapy for molecular targeted inhibitors requires a new class of molecular profiling technology that can map the functional state of the cancer cell signal pathways containing the drug targets. Reverse phase protein microarrays (RPMA) are a technology platform designed for quantitative, multiplexed analysis of specific phosphorylated, cleaved, or total (phosphorylated and non-phosphorylated) forms of cellular proteins from a limited amount of sample. This class of microarray can be used to interrogate tissue samples, cells, serum, or body fluids. RPMA were previously a research tool; now this technology has graduated to use in research clinical trials with clinical grade sensitivity and precision. In this review we describe the application of RPMA for multiplexed signal pathway analysis in therapeutic monitoring, biomarker discovery, and evaluation of pharmaceutical targets, and conclude with a summary of the technical aspects of RPMA construction and analysis.
Collapse
Affiliation(s)
- Claudius Mueller
- George Mason University, Center for Applied Proteomics and Molecular Medicine, Manassas, VA 20110, USA
| | | | | |
Collapse
|
39
|
Hildebrand JM, Luo Z, Manske MK, Price-Troska T, Ziesmer SC, Lin W, Hostager BS, Slager SL, Witzig TE, Ansell SM, Cerhan JR, Bishop GA, Novak AJ. A BAFF-R mutation associated with non-Hodgkin lymphoma alters TRAF recruitment and reveals new insights into BAFF-R signaling. ACTA ACUST UNITED AC 2010; 207:2569-79. [PMID: 21041452 PMCID: PMC2989778 DOI: 10.1084/jem.20100857] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The cytokine B cell activating factor (BAFF) and its receptor, BAFF receptor (BAFF-R), modulate signaling cascades critical for B cell development and survival. We identified a novel mutation in TNFRSF13C, the gene encoding human BAFF-R, that is present in both tumor and germline tissue from a subset of patients with non-Hodgkin lymphoma. This mutation encodes a His159Tyr substitution in the cytoplasmic tail of BAFF-R adjacent to the TRAF3 binding motif. Signaling through this mutant BAFF-R results in increased NF-κB1 and NF-κB2 activity and increased immunoglobulin production compared with the wild-type (WT) BAFF-R. This correlates with increased TRAF2, TRAF3, and TRAF6 recruitment to His159Tyr BAFF-R. In addition, we document a requirement for TRAF6 in WT BAFF-R signaling. Together, these data identify a novel lymphoma-associated mutation in human BAFF-R that results in NF-κB activation and reveals TRAF6 as a necessary component of normal BAFF-R signaling.
Collapse
|
40
|
Distinct molecular mechanisms responsible for bortezomib-induced death of therapy-resistant versus -sensitive B-NHL cells. Blood 2010; 116:5605-14. [PMID: 20930068 DOI: 10.1182/blood-2009-12-259754] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Resistance to currently available therapies is a major impediment to the successful treatment of hematological malignancies. Here, we used a model of therapy-resistant B-cell non Hodgkin lymphoma (B-NHL) developed in our laboratory along with primary B-NHL cells to study basic mechanisms of bortezomib activity. In resistant cells and a subset of primary B-NHLs, bortezomib treatment led to stabilization of Bak and subsequent Bak-dependent activation of apoptosis. In contrast to sensitive cells that die strictly by apoptosis, bortezomib was capable of killing resistant cells through activation of apoptosis or caspase-independent mechanism(s) when caspases were pharmacologically inhibited. Our data demonstrate that bortezomib is capable of killing B-NHL cells via multiple mechanisms, regardless of their basal apoptotic potential, and contributes to growing evidence that proteasome inhibitors can act via modulation of B-cell lymphoma 2 (Bcl-2) family proteins. The capacity of bortezomib to act independently of the intrinsic apoptotic threshold of a given B-NHL cell suggests that bortezomib-based therapies could potentially overcome resistance and result in relevant clinical activity in a relapsed/refractory setting.
Collapse
|
41
|
The dual PI3K/mTOR inhibitor, NVP-BEZ235, is efficacious against follicular lymphoma. Leukemia 2010; 24:1781-4. [PMID: 20703254 DOI: 10.1038/leu.2010.154] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
|
42
|
Relander T, Johnson NA, Farinha P, Connors JM, Sehn LH, Gascoyne RD. Prognostic Factors in Follicular Lymphoma. J Clin Oncol 2010; 28:2902-13. [DOI: 10.1200/jco.2009.26.1693] [Citation(s) in RCA: 119] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Follicular lymphoma (FL) is one of the most common types of non-Hodgkin's lymphoma. It is usually diagnosed at an advanced stage, for which many treatment options exist, however, no curative standard therapy has been identified. The outcome is highly variable with a median survival of approximately 10 years. The life expectancy of patients with FL has been extended with the use of rituximab, a monoclonal antibody targeting the CD20 antigen on FL cells, but there remains a group of patients who fail to respond to chemoimmunotherapy and die early of their disease. Transformation of FL to an aggressive histology is an important event with high morbidity and mortality. The Follicular Lymphoma International Prognostic Index has become the clinically useful prognostic tool, but gives only a rough estimate of expected outcome. There is a need for useful biomarkers for prediction of the disease course of single patients to individualize therapy, especially in the new era of chemoimmunotherapy.
Collapse
Affiliation(s)
- Thomas Relander
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| | - Nathalie A. Johnson
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| | - Pedro Farinha
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| | - Joseph M. Connors
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| | - Laurie H. Sehn
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| | - Randy D. Gascoyne
- From the Departments of Pathology & Laboratory Medicine and the Division of Medical Oncology, British Columbia Cancer Agency and the University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
43
|
Silvestri A, Colombatti A, Calvert VS, Deng J, Mammano E, Belluco C, De Marchi F, Nitti D, Liotta LA, Petricoin EF, Pierobon M. Protein pathway biomarker analysis of human cancer reveals requirement for upfront cellular-enrichment processing. J Transl Med 2010; 90:787-96. [PMID: 20195244 DOI: 10.1038/labinvest.2010.47] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Tissues are complex structures composed of different cell types, each of which present specific functions and characteristics. To better understand and measure the effect of tumor cell enrichment on protein pathway profiling and drug target activation measurements, the signaling activation portraits of laser capture microdissected (LCM) cancer epithelium and tumor stroma were compared with patient-matched whole-tissue specimens from 53 primary colorectal cancer samples. Microdissected material and whole-tissue lysate from contiguous cryostat sections were subjected to reverse-phase protein microarray analysis to determine the level of phopshorylation and expression of 75 different proteins known to be involved in cancer progression. The results revealed distinct differences in the protein activation portraits of cancer epithelium and stroma. Moreover, we found that the signaling activation profiles of the undissected whole-tissue specimens are profoundly different from the matched LCM material. Attempts to rescale the undissected pathway information based on percent endogenous tumor epithelium content were unsuccessful in recapitulating the LCM tumor epithelial signatures. Analysis of epidermal growth factor receptor phosphorylation and COX2 expression in these same sample sets revealed wholesale differences in the rank ordering of patient determination when LCM was compared with undissected samples. On the basis of these data, we conclude that accurate protein pathway activation status, which is under evaluation as a basis for patient selection and stratification for personalized therapy, must include upfront cellular-enrichment techniques such as LCM to generate accurate drug target activation status.
Collapse
Affiliation(s)
- Alessandra Silvestri
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
44
|
Proteomic analysis of lymphoid and haematopoietic neoplasms: There's more than biomarker discovery. J Proteomics 2010; 73:508-20. [DOI: 10.1016/j.jprot.2009.08.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Revised: 08/26/2009] [Accepted: 08/27/2009] [Indexed: 12/29/2022]
|
45
|
Gulmann C, Sheehan KM, Conroy RM, Wulfkuhle JD, Espina V, Mullarkey MJ, Kay EW, Liotta LA, Petricoin EF. Quantitative cell signalling analysis reveals down-regulation of MAPK pathway activation in colorectal cancer. J Pathol 2009; 218:514-9. [PMID: 19396842 DOI: 10.1002/path.2561] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Mitogen-activated protein kinases (MAPK) are considered to play significant roles in colonic carcinogenesis and kinase inhibitor therapy has been proposed as a potential tool in the treatment of this disease. Reverse-phase microarray assays using phospho-specific antibodies can directly measure levels of phosphorylated protein isoforms. In the current study, samples from 35 cases of untreated colorectal cancer colectomies were laser capture-microdissected to isolate epithelium and stroma from cancer as well as normal (i.e. uninvolved) mucosa. Lysates generated from these four tissue types were spotted onto reverse-phase protein microarrays and probed with a panel of antibodies to ERK, p-ERK, p38, p-p38, p-JNK, MEK and p-MEK. Whereas total protein levels were unchanged, or slightly elevated (p38, p = 0.0025) in cancers, activated isoforms, including p-ERK, p-p38 and p-JNK, were decreased two- to four-fold in cancers compared with uninvolved mucosa (p < 0.0023 in all cases except for p-JNK in epithelium, where decrement was non-significant). This was backed up by western blotting. Dukes' stage B and C cancers displayed lower p-ERK and p-p38 expression than Dukes' stage A cancers, although this was not statistically significant. It is concluded that MAPK activity may be down-regulated in colorectal cancer and that further exploration of inhibitory therapy in this system should be carefully evaluated if this finding is confirmed in larger series.
Collapse
|
46
|
Nijdam AJ, Zianni MR, Herderick EE, Cheng MMC, Prosperi JR, Robertson FA, Petricoin EF, Liotta LA, Ferrari M. Application of physicochemically modified silicon substrates as reverse-phase protein microarrays. J Proteome Res 2009; 8:1247-54. [PMID: 19170514 DOI: 10.1021/pr800455y] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Physicochemically modified silicon substrates can provide a high quality alternative to nitrocellulose-coated glass slides for use in reverse-phase protein microarrays. Enhancement of protein microarray sensitivities is an important goal, especially because molecular targets within patient tissues exist in low abundance. The ideal array substrate has a high protein binding affinity and low intrinsic background signal. Silicon, which has low intrinsic autofluorescence, is being explored as a potential microarray surface. In a previous paper ( Nijdam , A. J. ; Cheng , M. M.-C. ; Fedele , R. ; Geho , D. H. ; Herrmann , P. ; Killian , K. ; Espina , V. ; Petricoin , E. F. ; Liotta , L. A. ; Ferrari , M. Physicochemically Modified Silicon as Substrate for Protein Microarrays . Biomaterials 2007 , 28 , 550 - 558 ), it is shown that physicochemical modification of silicon substrates increases the binding of protein to silicon to a level comparable with that of nitrocellulose. Here, we apply such substrates in a reverse-phase protein microarray setting in two model systems.
Collapse
Affiliation(s)
- A Jasper Nijdam
- Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
47
|
Neeley ES, Kornblau SM, Coombes KR, Baggerly KA. Variable slope normalization of reverse phase protein arrays. Bioinformatics 2009; 25:1384-9. [PMID: 19336447 PMCID: PMC3968550 DOI: 10.1093/bioinformatics/btp174] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2008] [Revised: 02/27/2009] [Accepted: 03/24/2009] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION Reverse phase protein arrays (RPPA) measure the relative expression levels of a protein in many samples simultaneously. A set of identically spotted arrays can be used to measure the levels of more than one protein. Protein expression within each sample on an array is estimated by borrowing strength across all the samples, but using only within array information. When comparing across slides, it is essential to account for sample loading, the total amount of protein printed per sample. Currently, total protein is estimated using either a housekeeping protein or the sample median across all slides. When the variability in sample loading is large, these methods are suboptimal because they do not account for the fact that the protein expression for each slide is estimated separately. RESULTS We propose a new normalization method for RPPA data, called variable slope (VS) normalization, that takes into account that quantification of RPPA slides is performed separately. This method is better able to remove loading bias and recover true correlation structures between proteins. AVAILABILITY Code to implement the method in the statistical package R and anonymized data are available at (http://bioinformatics.mdanderson.org/supplements.html).
Collapse
|
48
|
Reslan L, Dalle S, Dumontet C. Understanding and circumventing resistance to anticancer monoclonal antibodies. MAbs 2009; 1:222-9. [PMID: 20065642 DOI: 10.4161/mabs.1.3.8292] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
With the widespread use of therapeutic monoclonal antibodies in the treatment of patients with cancer, resistance to these agents has become a major issue. Preclinical models of drug action or resistance have contributed to unravel the main mechanisms of resistance, involving both tumor-associated and host related factors. However our understanding of how a monoclonal antibody destroys cancer cells in a patient and why it one day stops being effective are still far from being complete. This review focuses on the available data on mechanisms of action and resistance to rituximab and includes some additional information for other monoclonal antibodies. Innovative approaches designed to overcome resistance, such as combination immunotherapy, costimulation with cytokines or growth factors are presented.
Collapse
|
49
|
Espina V, Wulfkuhle J, Liotta LA. Application of Laser Microdissection and Reverse-Phase Protein Microarrays to the Molecular Profiling of Cancer Signal Pathway Networks in the Tissue Microenvironment. Clin Lab Med 2009; 29:1-13. [DOI: 10.1016/j.cll.2009.03.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
|
50
|
Bcl-xL gene expression correlated with lower apoptotic cell numbers and shorter progression-free survival in PCFCL. J Invest Dermatol 2009; 129:1703-9. [PMID: 19242522 DOI: 10.1038/jid.2008.430] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The expression of bcl-x(L), an antiapoptotic member of the bcl-2 family, has been correlated with poor prognosis in nodal follicular lymphomas (NFLs). So far, it has not been studied in primary cutaneous follicle center lymphomas (PCFCLs), which, compared with NFLs, express less frequently t(14;18)(q32;q21) and bcl-2. Using real-time PCR we measured bcl-xL and bcl-2 gene expression levels in laser-microdissected lymphoma cells of 20 PCFCL frozen sections. Numbers of apoptotic cells labeled by TUNEL assay were negatively correlated with bcl-xL expression levels (r=-0.840, P<0.005). Bcl-xL expression was significantly higher in biopsies of patients who developed relapse or disease progression later compared with patients who did not (P=0.022), and higher levels of bcl-xL gene expression were significantly correlated with shorter progression-free survival (PFS) (P=0.017). None of these features was correlated with bcl-2 gene expression levels. Our findings indicate that bcl-xL overexpression is inversely correlated with PFS in PCFCL. Moreover, the inverse correlation between bcl-xL expression levels and apoptotic cell numbers suggests that bcl-xL, through its antiapoptotic effect, might contribute to tumor cell survival in PCFCL.
Collapse
|