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Kelliher S, Gamba S, Weiss L, Shen Z, Marchetti M, Schieppati F, Scaife C, Madden S, Bennett K, Fortune A, Maung S, Fay M, Ní Áinle F, Maguire P, Falanga A, Kevane B, Krishnan A. Platelet proteo-transcriptomic profiling validates mediators of thrombosis and proteostasis in patients with myeloproliferative neoplasms. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.23.563619. [PMID: 37961700 PMCID: PMC10634751 DOI: 10.1101/2023.10.23.563619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Patients with chronic Myeloproliferative Neoplasms (MPN) including polycythemia vera (PV) and essential thrombocythemia (ET) exhibit unique clinical features, such as a tendency toward thrombosis and hemorrhage, and risk of disease progression to secondary bone marrow fibrosis and/or acute leukemia. Although an increase in blood cell lineage counts (quantitative features) contribute to these morbid sequelae, the significant qualitative abnormalities of myeloid cells that contribute to vascular risk are not well understood. Here, we address this critical knowledge gap via a comprehensive and untargeted profiling of the platelet proteome in a large (n= 140) cohort of patients (from two independent sites) with an established diagnosis of PV and ET (and complement prior work on the MPN platelet transcriptome from a third site). We discover distinct MPN platelet protein expression and confirm key molecular impairments associated with proteostasis and thrombosis mechanisms of potential relevance to MPN pathology. Specifically, we validate expression of high-priority candidate markers from the platelet transcriptome at the platelet proteome (e.g., calreticulin (CALR), Fc gamma receptor (FcγRIIA) and galectin-1 (LGALS1) pointing to their likely significance in the proinflammatory, prothrombotic and profibrotic phenotypes in patients with MPN. Together, our proteo-transcriptomic study identifies the peripherally-derived platelet molecular profile as a potential window into MPN pathophysiology and demonstrates the value of integrative multi-omic approaches in gaining a better understanding of the complex molecular dynamics of disease.
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Affiliation(s)
- Sarah Kelliher
- School of Medicine, University College Dublin, Dublin, Ireland
- Stanford University School of Medicine, Stanford University, Stanford, CA, USA
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
- UCD Conway SPHERE Research Group, University College Dublin, Dublin, Ireland
| | - Sara Gamba
- Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Luisa Weiss
- UCD Conway SPHERE Research Group, University College Dublin, Dublin, Ireland
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Zhu Shen
- Stanford University School of Medicine, Stanford University, Stanford, CA, USA
| | - Marina Marchetti
- Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Francesca Schieppati
- Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Caitriona Scaife
- UCD Conway Institute for Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Stephen Madden
- Data Science Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Kathleen Bennett
- School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Anne Fortune
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Su Maung
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Michael Fay
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Fionnuala Ní Áinle
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
- UCD Conway SPHERE Research Group, University College Dublin, Dublin, Ireland
- School of Medicine, Royal College of Surgeons in Ireland
| | - Patricia Maguire
- UCD Conway SPHERE Research Group, University College Dublin, Dublin, Ireland
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
- UCD Institute for Discovery, University College Dublin, Dublin, Ireland
| | - Anna Falanga
- Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo, Italy
- University of Milano-Bicocca, Department of Medicine and Surgery, Monza, Italy
| | - Barry Kevane
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae University Hospital, Dublin, Ireland
- UCD Conway SPHERE Research Group, University College Dublin, Dublin, Ireland
| | - Anandi Krishnan
- Stanford University School of Medicine, Stanford University, Stanford, CA, USA
- Rutgers University, Piscataway, NJ
- Stanford Cancer Institute, Stanford, CA, USA
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Seetharam SM, Liu Y, Wu J, Fechter L, Murugesan K, Maecker H, Gotlib J, Zehnder J, Paulmurugan R, Krishnan A. Enkurin: a novel marker for myeloproliferative neoplasms from platelet, megakaryocyte, and whole blood specimens. Blood Adv 2023; 7:5433-5445. [PMID: 37315179 PMCID: PMC10509670 DOI: 10.1182/bloodadvances.2022008939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 05/10/2023] [Accepted: 05/30/2023] [Indexed: 06/16/2023] Open
Abstract
Impaired protein homeostasis, though well established in age-related disorders, has been recently linked with the pathogenesis of myeloproliferative neoplasms (MPNs). However, little is known about MPN-specific modulators of proteostasis, thus impeding our ability for increased mechanistic understanding and discovery of additional therapeutic targets. Loss of proteostasis, in itself, is traced to dysregulated mechanisms in protein folding and intracellular calcium signaling at the endoplasmic reticulum (ER). Here, using ex vivo and in vitro systems (including CD34+ cultures from patient bone marrow and healthy cord/peripheral blood specimens), we extend our prior data from platelet RNA sequencing in patients with MPN and discover select proteostasis-associated markers at RNA and/or protein levels in each of platelet, parent megakaryocyte, and whole blood specimens. Importantly, we identify a novel role in MPNs for enkurin (ENKUR), a calcium mediator protein originally implicated only in spermatogenesis. Our data reveal consistent ENKUR downregulation at both RNA and protein levels across specimens from patients with MPN and experimental models (including upon treatment with thapsigargin, an agent that causes protein misfolding in the ER by selective loss of calcium), with a concomitant upregulation of a cell cycle marker, CDC20. Silencing of ENKUR using short hairpin RNA in CD34+-derived megakaryocytes further confirms this association with CDC20 at both RNA and protein levels and indicates a likely role for the PI3K/Akt pathway. Together, our work sheds light on enkurin as a novel marker of MPN pathogenesis and indicates further mechanistic investigation into a role for dysregulated calcium homeostasis and ER and protein folding stress in MPN transformation.
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Affiliation(s)
| | - Yi Liu
- Department of Radiology, Stanford University, Stanford, CA
| | - Jason Wu
- High-Throughput Bioscience Center and Stanford Genomics, Stanford University School of Medicine, Stanford, CA
| | - Lenn Fechter
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | | | - Holden Maecker
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA
| | - Jason Gotlib
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - James Zehnder
- Department of Pathology, Stanford University, Stanford, CA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | | | - Anandi Krishnan
- Department of Pathology, Stanford University, Stanford, CA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
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Mosale Seetharam S, Liu Y, Wu J, Fechter L, Murugesan K, Maecker H, Gotlib J, Zehnder J, Paulmurugan R, Krishnan A. Enkurin: A novel marker for myeloproliferative neoplasms from platelet, megakaryocyte, and whole blood specimens. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.07.523111. [PMID: 36712071 PMCID: PMC9881897 DOI: 10.1101/2023.01.07.523111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Impaired protein homeostasis, though well established in age-related disorders, has been linked in recent research with the pathogenesis of myeloproliferative neoplasms (MPNs). As yet, however, little is known about MPN-specific modulators of proteostasis, thus impeding our ability for increased mechanistic understanding and discovery of additional therapeutic targets. Loss of proteostasis, in itself, is traced to dysregulated mechanisms in protein folding and intracellular calcium signaling at the endoplasmic reticulum (ER). Here, using ex vivo and in vitro systems (including CD34 + cultures from patient bone marrow, and healthy cord/peripheral blood specimens), we extend our prior data from MPN patient platelet RNA sequencing, and discover select proteostasis-associated markers at RNA and/or protein levels in each of platelets, parent megakaryocytes, and whole blood specimens. Importantly, we identify a novel role in MPNs for enkurin ( ENKUR ), a calcium mediator protein, implicated originally only in spermatogenesis. Our data reveal consistent ENKUR downregulation at both RNA and protein levels across MPN patient specimens and experimental models, with a concomitant upregulation of a cell cycle marker, CDC20 . Silencing of ENKUR by shRNA in CD34 + derived megakaryocytes further confirm this association with CDC20 at both RNA and protein levels; and indicate a likely role for the PI3K/Akt pathway. The inverse association of ENKUR and CDC20 expression was further confirmed upon treatment with thapsigargin (an agent that causes protein misfolding in the ER by selective loss of calcium) in both megakaryocyte and platelet fractions at RNA and protein levels. Together, our work sheds light on enkurin as a novel marker of MPN pathogenesis beyond the genetic alterations; and indicates further mechanistic investigation into a role for dysregulated calcium homeostasis, and ER and protein folding stress in MPN transformation. VISUAL ABSTRACT Key Points Enkurin, a calcium adaptor protein, is identified as a novel marker of pathogenesis in MPNs.MPN megakaryocyte and platelet expression of enkurin at RNA and protein levels is inversely associated with a cell differentiation cycle gene, CDC20.Likely role for dysregulated calcium homeostasis, and ER and protein folding stress in MPN transformation.
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Affiliation(s)
| | - Yi Liu
- Department of Radiology, Stanford University, Stanford, CA
| | - Jason Wu
- High-Throughput Bioscience Center (HTBC), Stanford University School of Medicine, Stanford, CA
| | - Lenn Fechter
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | | | - Holden Maecker
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA
| | - Jason Gotlib
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - James Zehnder
- Department of Pathology, Stanford University, Stanford, CA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | | | - Anandi Krishnan
- Department of Pathology, Stanford University, Stanford, CA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
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Shen Z, Du W, Perkins C, Fechter L, Natu V, Maecker H, Rowley J, Gotlib J, Zehnder J, Krishnan A. Platelet transcriptome identifies progressive markers and potential therapeutic targets in chronic myeloproliferative neoplasms. Cell Rep Med 2021; 2:100425. [PMID: 34755136 PMCID: PMC8561315 DOI: 10.1016/j.xcrm.2021.100425] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 08/08/2021] [Accepted: 09/23/2021] [Indexed: 12/11/2022]
Abstract
Predicting disease progression remains a particularly challenging endeavor in chronic degenerative disorders and cancer, thus limiting early detection, risk stratification, and preventive interventions. Here, profiling the three chronic subtypes of myeloproliferative neoplasms (MPNs), we identify the blood platelet transcriptome as a proxy strategy for highly sensitive progression biomarkers that also enables prediction of advanced disease via machine-learning algorithms. The MPN platelet transcriptome reveals an incremental molecular reprogramming that is independent of patient driver mutation status or therapy. Subtype-specific markers offer mechanistic and therapeutic insights, and highlight impaired proteostasis and a persistent integrated stress response. Using a LASSO model with validation in two independent cohorts, we identify the advanced subtype MF at high accuracy and offer a robust progression signature toward clinical translation. Our platelet transcriptome snapshot of chronic MPNs demonstrates a proof-of-principle for disease risk stratification and progression beyond genetic data alone, with potential utility in other progressive disorders.
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MESH Headings
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Blood Platelets/metabolism
- Blood Platelets/pathology
- Cellular Reprogramming
- Child
- Child, Preschool
- Cohort Studies
- Diagnosis, Differential
- Disease Progression
- Female
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Humans
- Male
- Middle Aged
- Polycythemia Vera/diagnosis
- Polycythemia Vera/genetics
- Polycythemia Vera/metabolism
- Polycythemia Vera/pathology
- Primary Myelofibrosis/diagnosis
- Primary Myelofibrosis/genetics
- Primary Myelofibrosis/metabolism
- Primary Myelofibrosis/pathology
- Proteostasis/genetics
- Risk Assessment
- Thrombocythemia, Essential/diagnosis
- Thrombocythemia, Essential/genetics
- Thrombocythemia, Essential/metabolism
- Thrombocythemia, Essential/pathology
- Transcriptome
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Affiliation(s)
- Zhu Shen
- Department of Statistics, Stanford University, Stanford, CA, USA
| | - Wenfei Du
- Department of Statistics, Stanford University, Stanford, CA, USA
| | - Cecelia Perkins
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Lenn Fechter
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Vanita Natu
- Stanford Functional Genomics Facility, Stanford University School of Medicine, Stanford, CA, USA
| | - Holden Maecker
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jesse Rowley
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Jason Gotlib
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - James Zehnder
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Anandi Krishnan
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University, Stanford, CA, USA
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Proteostasis alterations in myeloproliferative neoplasms: Oncogenic relevance and therapeutic opportunities. Exp Hematol 2016; 44:574-7. [PMID: 27090962 DOI: 10.1016/j.exphem.2016.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 04/06/2016] [Indexed: 10/22/2022]
Abstract
Myeloproliferative neoplasms (MPNs) represent a frequently occurring group of heterogeneous hematologic malignancies. In the last decade, the identification of JAK2-activating mutations in a significant proportion of MPN patients gave rise to the first molecularly driven therapy for BCR-ABL-negative patients. Nevertheless, current efforts are still focused on the identification of novel therapeutic targets to achieve permanent remission. In this perspective, we focus on the recent findings in this field and highlight new evidence linking proteostasis deregulation with myeloid transformation. We recently reported that the proteostasis regulator AIRAPL acts as a tumor suppressor in MPNs through the modulation of insulin-like growth factor receptor levels at the endoplasmic reticulum. This finding paves the way for new therapeutic approaches to these neoplasms and indicates the importance of protein homeostasis maintenance for normal hematopoiesis.
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Osorio FG, Freije JMP, López-Otín C. The novel tumor suppressor AIRAPL regulates IGF1R proteostasis. Cell Cycle 2016; 15:873-4. [PMID: 26901531 DOI: 10.1080/15384101.2016.1151725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Affiliation(s)
- Fernando G Osorio
- a Departamento de Bioquímica y Biología Molecular , Facultad de Medicina, Instituto Universitario de Oncología (IUOPA), Universidad de Oviedo , Oviedo , Spain
| | - José M P Freije
- a Departamento de Bioquímica y Biología Molecular , Facultad de Medicina, Instituto Universitario de Oncología (IUOPA), Universidad de Oviedo , Oviedo , Spain
| | - Carlos López-Otín
- a Departamento de Bioquímica y Biología Molecular , Facultad de Medicina, Instituto Universitario de Oncología (IUOPA), Universidad de Oviedo , Oviedo , Spain
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