1
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Abou-Ismail MY, Zhang C, Presson AP, Chaturvedi S, Antun AG, Farland AM, Woods R, Metjian A, Park YA, de Ridder G, Gibson B, Kasthuri RS, Liles DK, Akwaa F, Clover T, Kreuziger LB, Sridharan M, Go RS, McCrae KR, Upreti HV, Gangaraju R, Kocher NK, Zheng XL, Raval JS, Masias C, Cataland SR, Johnson AD, Davis E, Evans MD, Mazepa M, Lim MY. A machine learning approach to predict mortality due to immune-mediated thrombotic thrombocytopenic purpura. Res Pract Thromb Haemost 2024; 8:102388. [PMID: 38651093 PMCID: PMC11033197 DOI: 10.1016/j.rpth.2024.102388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 03/11/2024] [Indexed: 04/25/2024] Open
Abstract
Background Mortality due to immune-mediated thrombotic thrombocytopenic purpura (iTTP) remains significant. Predicting mortality risk may potentially help individualize treatment. The French Thrombotic Microangiopathy (TMA) Reference Score has not been externally validated in the United States. Recent advances in machine learning technology can help analyze large numbers of variables with complex interactions for the development of prediction models. Objectives To validate the French TMA Reference Score in the United States Thrombotic Microangiopathy (USTMA) iTTP database and subsequently develop a novel mortality prediction tool, the USTMA TTP Mortality Index. Methods We analyzed variables available at the time of initial presentation, including demographics, symptoms, and laboratory findings. We developed our model using gradient boosting machine, a machine learning ensemble method based on classification trees, implemented in the R package gbm. Results In our cohort (n = 419), the French score predicted mortality with an area under the receiver operating characteristic curve of 0.63 (95% CI: 0.50-0.77), sensitivity of 0.35, and specificity of 0.84. Our gradient boosting machine model selected 8 variables to predict acute mortality with a cross-validated area under the receiver operating characteristic curve of 0.77 (95% CI: 0.71-0.82). The 2 cutoffs corresponded to sensitivities of 0.64 and 0.50 and specificities of 0.76 and 0.87, respectively. Conclusion The USTMA Mortality Index was acceptable for predicting mortality due to acute iTTP in the USTMA registry, but not sensitive enough to rule out death. Identifying patients at high risk of iTTP-related mortality may help individualize care and ultimately improve iTTP survival outcomes. Further studies are needed to provide external validation. Our model is one of many recent examples where machine learning models may show promise in clinical prediction tools in healthcare.
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Affiliation(s)
- Mouhamed Yazan Abou-Ismail
- Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Chong Zhang
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Angela P. Presson
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Shruti Chaturvedi
- The Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Ana G. Antun
- Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Andrew M. Farland
- Department of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Ryan Woods
- Department of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Ara Metjian
- Department of Medicine, University of Colorado, Denver, Colorado, USA
| | - Yara A. Park
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Gustaaf de Ridder
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
- Geisinger Medical Laboratories, Danville, Pennsylvania, USA
| | - Briana Gibson
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia, USA
| | - Raj S. Kasthuri
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Darla K. Liles
- Department of Medicine, East Carolina University, Greenville, North Carolina, USA
| | - Frank Akwaa
- Department of Medicine, University of Rochester, Rochester, New York, USA
| | | | - Lisa Baumann Kreuziger
- Versiti, Milwaukee, Wisconsin, USA
- Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Meera Sridharan
- Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Ronald S. Go
- Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Keith R. McCrae
- Department of Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Harsh Vardhan Upreti
- The Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Radhika Gangaraju
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Nicole K. Kocher
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - X. Long Zheng
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
- Institute of Reproductive Medicine and Developmental Sciences, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Jay S. Raval
- Department of Pathology, University of New Mexico, Albuquerque, New Mexico, USA
| | | | - Spero R. Cataland
- Department of Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Andrew D. Johnson
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elizabeth Davis
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael D. Evans
- Clinical & Translational Science Institute, University of Minnesota, Minneapolis, Minnesota, USA
| | - Marshall Mazepa
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ming Y. Lim
- Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
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2
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Butt A, Allen C, Purcell A, Ito S, Goshua G. Global Health Resource Utilization and Cost-Effectiveness of Therapeutics and Diagnostics in Immune Thrombotic Thrombocytopenic Purpura (TTP). J Clin Med 2023; 12:4887. [PMID: 37568288 PMCID: PMC10420213 DOI: 10.3390/jcm12154887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/28/2023] [Accepted: 07/21/2023] [Indexed: 08/13/2023] Open
Abstract
In this review, we examine the current landscape of health resource utilization and cost-effectiveness data in the care of patient populations with immune thrombotic thrombocytopenic purpura. We focus on the therapeutic (therapeutic plasma exchange, glucocorticoids, rituximab, caplacizumab) and diagnostic (ADAMTS13 assay) health technologies employed in the care of patients with this rare disease. Health resource utilization and cost-effectiveness data are limited to the high-income country context. Measurement of TTP-specific utility weights in the high-income country context and collection of health resource utilization data in the low- and middle-income country settings would enable an evaluation of country-specific quality-adjusted life expectancy and cost-effectiveness of these therapeutic and diagnostic health technologies. This quantification of value is one way to mitigate cost concerns where they exist.
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Affiliation(s)
- Ayesha Butt
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Cecily Allen
- Division of Hematology, Department of Medicine, Johns Hopkins University, Baltimore, MD 21218, USA
| | | | - Satoko Ito
- Section of Hematology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - George Goshua
- Section of Hematology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06510, USA
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3
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Subhan M, Scully M. Advances in the management of TTP. Blood Rev 2022; 55:100945. [DOI: 10.1016/j.blre.2022.100945] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/07/2022] [Accepted: 02/11/2022] [Indexed: 12/16/2022]
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4
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Gómez-Seguí I, Pascual Izquierdo C, de la Rubia Comos J. Best practices and recommendations for drug regimens and plasma exchange for immune thrombotic thrombocytopenic purpura. Expert Rev Hematol 2021; 14:707-719. [PMID: 34275393 DOI: 10.1080/17474086.2021.1956898] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
INTRODUCTION Thrombotic thrombocytopenic purpura (TTP) is a life-threatening thrombotic microangiopathy characterized by microangiopathic hemolytic anemia, thrombocytopenia, and organ injury. TTP pathophysiology is based on a severe ADAMTS13 deficiency, and is a medical emergency with fatal outcome if appropriate treatment is not initiated promptly. AREAS COVERED Authors will review the best options currently available to minimize mortality, prevent relapses, and obtain the best clinical response in patients with immune TTP (iTTP). Available bibliography about iTTP treatment has been searched in Library's MEDLINE/PubMed database from January 1990 until April 2021. EXPERT OPINION The generalized use of plasma exchange marked a paradigm in the management of iTTP. In recent years, strenuous efforts have been done for a better understanding of the pathophysiology of this disease, improve diagnosis, optimize treatment, reduce mortality, and prevent recurrences. The administration of front-line rituximab and, more recently, the availability of caplacizumab, the first targeted therapy for iTTP, have been steps toward a further reduction in early mortality and for the prevention of relapses.
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Affiliation(s)
- Inés Gómez-Seguí
- Servicio De Hematología Y Hemoterapia, Hospital Universitari I Politècnic La Fe, Valencia, Spain
| | - Cristina Pascual Izquierdo
- Servicio De Hematología Y Hemoterapia, Hospital General , Universitario Gregorio Marañón. Gregorio Marañón Health Research Institute, Madrid, Spain
| | - Javier de la Rubia Comos
- Servicio De Hematología Y Hemoterapia, Hospital Universitari I Politècnic La Fe, Valencia, Spain.,School of Medicine and Dentistry, Catholic University of Valencia, Valencia, Spain
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5
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A regimen with caplacizumab, immunosuppression, and plasma exchange prevents unfavorable outcomes in immune-mediated TTP. Blood 2021; 137:733-742. [PMID: 33150928 DOI: 10.1182/blood.2020008021] [Citation(s) in RCA: 87] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 10/12/2020] [Indexed: 12/21/2022] Open
Abstract
The anti-von Willebrand factor nanobody caplacizumab was licensed for adults with immune-mediated thrombotic thrombocytopenic purpura (iTTP) based on prospective controlled trials. However, few data are available on postmarketing surveillance. We treated 90 iTTP patients with a compassionate frontline triplet regimen associating therapeutic plasma exchange (TPE), immunosuppression with corticosteroids and rituximab, and caplacizumab. Outcomes were compared with 180 historical patients treated with the standard frontline treatment (TPE and corticosteroids, with rituximab as salvage therapy). The primary outcome was a composite of refractoriness and death within 30 days since diagnosis. Key secondary outcomes were exacerbations, time to platelet count recovery, the number of TPE, and the volume of plasma required to achieve durable remission. The percentage of patients in the triplet regimen with the composite primary outcome was 2.2% vs 12.2% in historical patients (P = .01). One elderly patient in the triplet regimen died of pulmonary embolism. Patients from this cohort experienced less exacerbations (3.4% vs 44%, P < .01); they recovered durable platelet count 1.8 times faster than historical patients (95% confidence interval, 1.41-2.36; P < .01), with fewer TPE sessions and lower plasma volumes (P < .01 both). The number of days in hospital was 41% lower in the triplet regimen than in the historical cohort (13 vs 22 days; P < .01). Caplacizumab-related adverse events occurred in 46 patients (51%), including 13 major or clinically relevant nonmajor hemorrhagic events. Associating caplacizumab to TPE and immunosuppression, by addressing the 3 processes of iTTP pathophysiology, prevents unfavorable outcomes and alleviates the burden of care.
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6
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Lemiale V, Valade S, Mariotte E. Unresponsive Thrombotic Thrombocytopenic Purpura (TTP): Challenges and Solutions. Ther Clin Risk Manag 2021; 17:577-587. [PMID: 34113115 PMCID: PMC8185636 DOI: 10.2147/tcrm.s205632] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 05/14/2021] [Indexed: 01/20/2023] Open
Abstract
Thrombotic thrombocytopenic purpura (TTP) is a thrombotic microangiopathy secondary to a severely decreased A Disintegrin And Metalloprotease with ThromboSpondin type 1 repeats 13 (ADAMTS13) activity, resulting in the formation of widespread von Willebrand factor - and platelet-rich microthrombi. ADAMTS13 deficiency is mainly acquired through anti-ADAMTS13 autoantibodies in adults. With modern standards of care, unresponsive TTP has become rarer with a frequency of refractory/relapsing forms dropping from >40% to <10%. As patients with unresponsive TTP are at increased risk of mortality, prompt recognition and early therapeutic intensification are mandatory. Therapeutic options at the disposal of clinicians caring for patients with refractory TTP consist of increased ADAMTS13 supplementation, increased immunosuppression, and inhibition of von Willebrand factor adhesion to platelets. In this work, we focus on possible therapies for the management of patients with unresponsive TTP, and propose an algorithm for the management of these difficult cases.
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Affiliation(s)
- Virginie Lemiale
- Medical Intensive Care Unit, Saint Louis University Hospital, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Sandrine Valade
- Medical Intensive Care Unit, Saint Louis University Hospital, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Eric Mariotte
- Medical Intensive Care Unit, Saint Louis University Hospital, Assistance Publique des Hôpitaux de Paris, Paris, France
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7
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Bécel G, Faict S, Picod A, Bouzid R, Veyradier A, Coppo P. Thrombotic Thrombocytopenic Purpura: When Basic Science Meets Clinical Research. Hamostaseologie 2021; 41:283-293. [PMID: 33607665 DOI: 10.1055/a-1332-3066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
The therapeutic landscape of thrombotic thrombocytopenic purpura (TTP) is rapidly changing with the recent availability of new targeted therapies. This progressive shift from empiricism to pathophysiology-based treatments reflects an intensive interaction between the continuous findings in the field of basic science and an efficient collaborative clinical research and represents a convincing example of the strength of translational medicine. Despite the rarity of TTP, national and international efforts could circumvent this limitation and shed light on the epidemiology, clinical presentation, prognosis, and long-term outcome of this disease. Importantly, they also provided high-quality results and practice changing studies for the benefit of patients. We report here the most recent therapeutic findings that allowed progressively improving the prognostic of TTP, both at the acute phase and through long-term outcome.
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Affiliation(s)
- Gaëlle Bécel
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France.,Service d'hématologie, Hôpital Saint-Antoine, AP-HP - Sorbonne Université, Paris, France
| | - Sylvia Faict
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France.,Service d'hématologie, Hôpital Saint-Antoine, AP-HP - Sorbonne Université, Paris, France
| | - Adrien Picod
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France.,Service d'hématologie, Hôpital Saint-Antoine, AP-HP - Sorbonne Université, Paris, France
| | - Raïda Bouzid
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France
| | - Agnès Veyradier
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France.,Service d'Hématologie Biologique, Groupe Hospitalier Saint-Louis-Lariboisière, AP-HP, Paris, France.,Université Paris-Diderot, Paris, France
| | - Paul Coppo
- Centre de Référence des MicroAngiopathies Thrombotiques, Paris, France.,Service d'hématologie, Hôpital Saint-Antoine, AP-HP - Sorbonne Université, Paris, France.,Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, USPC, Université Paris Descartes, Paris, France
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8
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Redant S, De Bels D, Ismaili K, Honoré PM. Membrane-Based Therapeutic Plasma Exchange in Intensive Care. Blood Purif 2020; 50:290-297. [PMID: 33091920 DOI: 10.1159/000510983] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 08/16/2020] [Indexed: 11/19/2022]
Abstract
The principles and use of plasmapheresis are often little understood by intensivists. We propose to review the principles, the main indications, and the methods of using this technique.
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Affiliation(s)
- Sebastien Redant
- Department of Intensive Care, Brugmann University Hospital, Université Libre de Bruxelles (ULB), Bruxelles, Belgium,
| | - David De Bels
- Department of Intensive Care, Brugmann University Hospital, Université Libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Khalid Ismaili
- Division of Nephrology, Hôpital Universitaire des Enfants Reine Fabiola (HUDERF), Université Libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Patrick M Honoré
- Department of Intensive Care, Brugmann University Hospital, Université Libre de Bruxelles (ULB), Bruxelles, Belgium
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9
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Gómez-De León A, Villela-Martínez LM, Yáñez-Reyes JM, Gómez-Almaguer D. Advances in the treatment of thrombotic thrombocytopenic purpura: repurposed drugs and novel agents. Expert Rev Hematol 2020; 13:461-470. [DOI: 10.1080/17474086.2020.1750361] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Andrés Gómez-De León
- Hematology Department, Universidad Autónoma de Nuevo León, Facultad de Medicina y Hospital Universitario ‘Dr. José Eleuterio González’, Monterrey, México
| | - Luis Mario Villela-Martínez
- Centro Médico “Dr. Ignacio Chavez”. ISSSTESON, Hermosillo, México
- Universidad del Valle de México. Campus Hermosillo, Hermosillo, México
| | - José Miguel Yáñez-Reyes
- Hematology Department, Universidad Autónoma de Nuevo León, Facultad de Medicina y Hospital Universitario ‘Dr. José Eleuterio González’, Monterrey, México
| | - David Gómez-Almaguer
- Hematology Department, Universidad Autónoma de Nuevo León, Facultad de Medicina y Hospital Universitario ‘Dr. José Eleuterio González’, Monterrey, México
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10
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Picod A, Provôt F, Coppo P. Therapeutic plasma exchange in thrombotic thrombocytopenic purpura. Presse Med 2019; 48:319-327. [PMID: 31759790 DOI: 10.1016/j.lpm.2019.08.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 08/02/2019] [Indexed: 12/31/2022] Open
Abstract
Thrombotic thrombocytopenic purpura (TTP) is a life-threatening disease related to the formation of microvascular thrombosis and subsequent organ failure. The disease is accompanied with microangiopathic haemolytic anaemia, consumptive thrombocytopenia and lies on a severe deficiency in ADAMTS13, the von Willebrand factor-cleaving protease. In the acquired, immune-mediated form, this deficiency is due to the production of autoantibodies directed against the enzyme. Therapeutic plasma exchange has been used empirically for decades and still represents the cornerstone of TTP treatment. However, a better understanding of pathophysiological mechanisms underlying the disease has led these last years to the development of highly effective targeted therapies that might in the future restraint the use of therapeutic plasma exchange.
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Affiliation(s)
- Adrien Picod
- Centre national de référence des microangiopathies thrombotiques, 75000 Paris, France
| | - François Provôt
- Centre national de référence des microangiopathies thrombotiques, 75000 Paris, France; Hôpital Albert-Calmette, service de néphrologie, 59000 Lille, France
| | - Paul Coppo
- Centre national de référence des microangiopathies thrombotiques, 75000 Paris, France; Assistance publique-Hôpitaux de Paris, hôpital Saint-Antoine, service d'hématologie, 75012 Paris, France; Sorbonne-Université, 75006 Paris, France.
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11
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Azoulay E, Bauer PR, Mariotte E, Russell L, Knoebl P, Martin-Loeches I, Pène F, Puxty K, Povoa P, Barratt-Due A, Garnacho-Montero J, Wendon J, Munshi L, Benoit D, von Bergwelt-Baildon M, Maggiorini M, Coppo P, Cataland S, Veyradier A, Van de Louw A. Expert statement on the ICU management of patients with thrombotic thrombocytopenic purpura. Intensive Care Med 2019; 45:1518-1539. [PMID: 31588978 DOI: 10.1007/s00134-019-05736-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 08/07/2019] [Indexed: 12/11/2022]
Abstract
Thrombotic thrombocytopenic purpura (TTP) is fatal in 90% of patients if left untreated and must be diagnosed early to optimize patient outcomes. However, the very low incidence of TTP is an obstacle to the development of evidence-based clinical practice recommendations, and the very wide variability in survival rates across centers may be partly ascribable to differences in management strategies due to insufficient guidance. We therefore developed an expert statement to provide trustworthy guidance about the management of critically ill patients with TTP. As strong evidence was difficult to find in the literature, consensus building among experts could not be reported for most of the items. This expert statement is timely given the recent advances in the treatment of TTP, such as the use of rituximab and of the recently licensed drug caplacizumab, whose benefits will be maximized if the other components of the management strategy follow a standardized pattern. Finally, unanswered questions are identified as topics of future research on TTP.
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Affiliation(s)
- Elie Azoulay
- Centre National Maladie rare des Microangiopathies Thrombotiques, Médecine Intensive et Réanimation, APHP, Saint-Louis Hospital and Paris University, Paris, France.
| | - Philippe R Bauer
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Eric Mariotte
- Centre National Maladie rare des Microangiopathies Thrombotiques, Médecine Intensive et Réanimation, APHP, Saint-Louis Hospital and Paris University, Paris, France
| | - Lene Russell
- Department of Intensive Care, Copenhagen University Hospital, RigshospitaletCopenhagen Academy for Medical Simulation and Education, University of Copenhagen, and the Capital Region of Denmark, Copenhagen, Denmark
| | - Paul Knoebl
- Division of Hematology and Hemostasis Department of Medicine 1, Medical University of Vienna, Vienna, Austria
| | - Ignacio Martin-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, St James Street, Dublin 8, Ireland
| | - Frédéric Pène
- Centre National Maladie Rare des Microangiopathies Thrombotiques, Médecine Intensive et Réanimation, Cochin Hospital and Paris University, Paris, France
| | - Kathryn Puxty
- Department of Intensive Care, Glasgow Royal Infirmary, Glasgow, UK
| | - Pedro Povoa
- Polyvalent Intensive Care Unit, Hospital de São Francisco Xavier, Lisbon, Portugal.,NOVA Medical School, New University of Lisbon, Lisbon, Portugal.,Center for Clinical Epidemiology and Research, Unit of Clinical Epidemiology, Odense University Hospital Odense, Odense, Denmark
| | - Andreas Barratt-Due
- Department of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Jose Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain
| | | | - Laveena Munshi
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Michael von Bergwelt-Baildon
- Intensive Care in Hematologic and Oncologic Patients, Munich, Germany.,Medizinische Klinik und Poliklinik III, Klinikum der Universität München, Munich, Germany
| | - Marco Maggiorini
- Medical Intensive Care Unit, University Hospital of Zurich, Zurich, Switzerland
| | - Paul Coppo
- Centre National Maladie Rare des Microangiopathies Thrombotiques, Service d'Hématologie, Saint-Antoine Hospital and Paris University, Paris, France
| | - Spero Cataland
- Department of Medicine, Ohio State University, Columbus, OH, USA
| | - Agnès Veyradier
- Centre National Maladies Rares des Microangiopathies Thrombotiques, Service d'Hématologie, Lariboisière Hospital and Paris University, Paris, France
| | - Andry Van de Louw
- Division of Pulmonary and Critical Care, Penn State University College of Medicine, Hershey, PA, USA
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12
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le Besnerais M, Veyradier A, Benhamou Y, Coppo P. Caplacizumab: a change in the paradigm of thrombotic thrombocytopenic purpura treatment. Expert Opin Biol Ther 2019; 19:1127-1134. [PMID: 31359806 DOI: 10.1080/14712598.2019.1650908] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: Immune thrombotic thrombocytopenic purpura (iTTP) is an immune-mediated deficiency in von Willebrand factor-cleaving protease ADAMTS13 allowing unrestrained adhesion of von Willebrand factor multimers to platelets and microthrombosis. Caplacizumab, an anti-von Willebrand factor humanized, bivalent single-domain nanobody preventing its binding to the platelet has been investigated and approved for use in the treatment of iTTP. Areas covered: The purpose of this article is to summarize the available clinical data on the efficacy and safety of caplacizumab in iTTP and to provide our opinion on the place of caplacizumab in current treatment regimens. Expert opinion: Caplacizumab is a new drug with a complementary mechanism of action with respect to the standard available therapeutics. It demonstrated efficacy in clinical trials through a faster platelet count normalization and protection of patients from exacerbations and refractoriness. Caplacizumab is well tolerated with minor bleeds as the most important side effect. The efficacy of caplacizumab now needs to be assessed in real-life but definitely, this drug opens hope for a significant improvement in iTTP prognosis at the very early, critical step of the disease.
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Affiliation(s)
- Maëlle le Besnerais
- Département de Médecine Interne, CHU Charles Nicolle , Rouen , France.,Normandie Univ, UNIROUEN, INSERM U1096 EnVI , Rouen , France
| | - Agnès Veyradier
- Service d'Hématologie biologique and EA3518 Université Paris Diderot, Groupe Hospitalier Saint Louis - Lariboisière, Assistance Publique, Hôpitaux de Paris , Paris , France.,French Reference Center for Thrombotic Microangiopathies, Hôpital Saint Antoine, Assistance Publique -Hôpitaux de Paris , Paris , France
| | - Ygal Benhamou
- Département de Médecine Interne, CHU Charles Nicolle , Rouen , France.,Normandie Univ, UNIROUEN, INSERM U1096 EnVI , Rouen , France
| | - Paul Coppo
- French Reference Center for Thrombotic Microangiopathies, Hôpital Saint Antoine, Assistance Publique -Hôpitaux de Paris , Paris , France.,Département d'Hématologie clinique , Paris , France
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13
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Picod A, Coppo P. Developments in the use of plasma exchange and adjunctive therapies to treat immune-mediated thrombotic thrombocytopenic purpura. Expert Rev Hematol 2019; 12:461-471. [PMID: 31092093 DOI: 10.1080/17474086.2019.1619170] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Introduction: Immune-mediated thrombotic thrombocytopenic purpura (iTTP) is a life-threatening disease characterized by a severe functional deficit in the von-Willebrand cleaving protease ADAMTS13, due to autoantibody production. The once-dismal prognosis of the disease has been changed by the discovery of the dramatic efficiency of therapeutic plasma exchange (TPE). Areas covered: This review focuses on the history and recent developments in the use of TPE for iTTP with a special emphasis on the consequences for TPE practice of the recent introduction of new highly effective immunosuppressive strategies and anti-von Willebrand factor (vWF) therapies. Expert opinion: Although TPE still represents the cornerstone, emergency treatment of iTTP, their duration, and associated complications could be dramatically reduced in the future by the systematic addition of early immunosuppression using corticosteroids and rituximab as well as an anti-vWF therapy with caplacizumab.
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Affiliation(s)
- Adrien Picod
- a Centre National de Référence des MicroAngiopathies Thrombotiques, Assistance Publique - Hôpitaux de Paris , Paris , France
| | - Paul Coppo
- a Centre National de Référence des MicroAngiopathies Thrombotiques, Assistance Publique - Hôpitaux de Paris , Paris , France.,b Service d'hématologie, Hôpital Saint-Antoine , Assistance publique - Hôpitaux de Paris , France.,c Sorbonne-Université , Paris , France
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Abstract
Thrombotic thrombocytopenic purpura is a rare and severe disease that manifests as a thrombotic microangiopathy with severe thrombocytopenia and variable multiorgan failure. The disease relies on a severe deficiency in a disintegrin and metalloprotease with thrombospondin type-1 repeats, 13th member (ADAMTS13), the von Willebrand factor (vWF) cleaving protease which can be either inherited (congenital TTP) or immune-mediated (iTTP). In iTTP, the therapeutic strategy has long relied on therapeutic plasma exchange alone which still represents the only way to deliver large amounts of ADAMTS13 without risking fluid overload. Yet, several therapeutic strategies have been developed in recent years and are about to transform the standard of care of iTTP. The immunosuppressive regimen now increasingly encompasses the administration of frontline rituximab to all patients. Moreover, the impressive results of the anti-vWF nanobody caplacizumab in phase 2 and 3 studies have recently prompted its approval by health authorities for the initial treatment of the disease. The increasing use of these highly effective targeted therapies should translate in a reduced need for therapeutic plasma exchange and an improvement in the prognosis of the disease. Nevertheless, and until the development of a recombinant ADAMTS13, this cornerstone therapy remains irreplaceable.
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Zanatta E, Cozzi M, Marson P, Cozzi F. The role of plasma exchange in the management of autoimmune disorders. Br J Haematol 2019; 186:207-219. [PMID: 30924130 DOI: 10.1111/bjh.15903] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Therapeutic plasma exchange (TPE) has been mainly used in the treatment of autoimmune diseases. The main mechanisms of action of TPE include the removal of circulating autoantibodies, immune complexes, complement components, cytokines and adhesion molecules, along with sensitization of antibody-producing cells to immunosuppressant agents. TPE is useful in autoimmune haematological, renal, rheumatic and neurological diseases, and is recommended for acute disorders, together with relapsed or worsened chronic diseases that are often unresponsive to conventional treatments. The American Society for Apheresis and the British Society of Haematology have published guidelines on the clinical use of apheresis procedures, indicating the different levels of efficacy of TPE. Based on the evidence from current literature and our personal experience, this review discusses the indications and the suggested regimens for TPE in autoimmune haematological and non-haematological disorders.
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Affiliation(s)
- Elisabetta Zanatta
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
| | - Martina Cozzi
- Nephrology and Dialysis Unit, Department of Medicine, ASUITS, Trieste, Italy
| | - Piero Marson
- Apheresis Unit, Department of Transfusion Medicine, Padova University Hospital, Padova, Italy
| | - Franco Cozzi
- Rheumatology Unit, Department of Medicine, Padova University Hospital, Padova, Italy
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16
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Coppo P, Cuker A, George JN. Thrombotic thrombocytopenic purpura: Toward targeted therapy and precision medicine. Res Pract Thromb Haemost 2019; 3:26-37. [PMID: 30656273 PMCID: PMC6332733 DOI: 10.1002/rth2.12160] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 09/18/2018] [Indexed: 12/21/2022] Open
Abstract
Thrombotic thrombocytopenic purpura (TTP) is a thrombotic microangiopathy characterized by severe congenital or immune-mediated deficiency in ADAMTS13, the enzyme that cleaves von Willebrand factor multimers. This rare condition leads invariably and rapidly to a fatal outcome in the absence of treatment, and therefore raises multiple diagnostic and therapeutic challenges. The novel concepts and mechanisms identified in the laboratory for this disease have been rapidly and successfully translated into the clinic for the benefit of patients, making TTP an archetypal disease that has benefited from targeted therapies. After decades of empirical treatment with plasma exchange, identification of ADAMTS13 as the key enzyme involved in TTP pathophysiology provided an explanation for the remarkable efficacy of plasma administration, in which the missing enzyme is replenished, and paved the way for development of a recombinant form of the enzyme. Similarly, the demonstration of a major role of anti-ADAMTS13 antibodies through models of passive transfer of autoimmunity spurred development of immunomodulatory strategies based on B-cell depletion. More recently, an inhibitor of the platelet-von Willebrand factor interaction demonstrated efficacy in large clinical trials through prevention of formation of further microthrombi and protection of organs from ischemia. These translational breakthroughs in TTP are described in our review.
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Affiliation(s)
- Paul Coppo
- Centre de Référence des Microangiopathies ThrombotiquesParisFrance
- Service d'HématologieHôpital Saint‐AntoineAP‐HPParisFrance
- Sorbonne UniversitésParisFrance
| | - Adam Cuker
- Departments of Medicine and Pathology & Laboratory MedicinePerelman School of Medicine, University of PennsylvaniaPhiladelphiaPennsylvania
| | - James N. George
- Departments of Epidemiology & Biostatistics, MedicineUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahoma
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Abstract
PURPOSE OF REVIEW Acquired thrombotic thrombocytopenic purpura is an immune-mediated thrombotic microangiopathy caused by antibodies to ADAMTS13 (A Disintegrin And Metalloproteinase with a ThromboSpondin type 1 motif, member 13). Standard treatment with therapeutic plasma exchange and immunosuppression with steroids results in high remission and low mortality rates. However, a number of patients remain refractory to frontline therapy and/or experience multiple relapses. This study reviews emerging therapies for thrombotic thrombocytopenic purpura. RECENT FINDINGS Studies indicate that reducing anti-ADAMTS13 antibody levels through B-cell depletion or proteasome inhibition is effective for the management of refractory disease. Preliminary reports examining anti-CD20 therapy for the treatment of initial disease or as maintenance therapy for seropositive patients suggest the addition of immunosuppression in other disease phases may delay relapse. Exciting developments in targeted therapies to von Willebrand Factor and recombinant ADAMTS13 hold promise for transforming disease management. SUMMARY Approximately half of patients diagnosed with acquired thrombotic thrombocytopenic purpura experience refractory and/or relapsing disease. For these patients, a hematologic remission may be an insufficient therapeutic goal. With recent developments, it is now possible to envision a multifaceted approach targeting disease mechanisms that may dramatically improve outcomes for this otherwise debilitating disease.
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18
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Abstract
Daily therapeutic plasma exchange (TPE) transformed the historically fatal prognosis of acquired, anti-ADAMTS13 antibody-mediated thrombotic thrombocytopenic purpura (TTP), leading to the current overall survival rates of >80%. However, relapses occur in up to 40% of patients and refractory disease with fatal outcomes still occurs, typically within the first days of management. In this context, the introduction of rituximab has been the second major breakthrough in TTP management. Rituximab is now routinely recommended during the acute phase, typically in patients with a suboptimal response to treatment, and increasingly as frontline therapy, with high response rates in the following weeks. In more severe patients, salvage strategies typically include twice daily TPE, pulses of cyclophosphamide, as well as splenectomy in the more desperate cases. In this life-threatening and debilitating disease, relapses can be efficiently prevented in patients with a severe acquired ADAMTS13 deficiency and otherwise in remission with the use of rituximab. In the coming years, the TTP therapeutic landscape should be enriched by original strategies stemming from clinical experience and new agents that are currently being evaluated in large, international, clinical trials. Promising agents under evaluation include caplacizumab (an inhibitor of the glycoprotein-Ib/IX-Von-Willebrand factor axis), N-acetylcysteine, recombinant ADAMTS13, and anti-plasmocyte compounds.
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Affiliation(s)
- P Coppo
- Service d'hématologie, hôpital Saint-Antoine, université Pierre-et-Marie-Curie, centre de référence des microangiopathies thrombotiques, AP - HP, 184, rue du Faubourg-Saint-Antoine, 75012 Paris, France; Service d'hématologie, hôpital Saint-Antoine, 184, rue du Faubourg-Saint-Antoine, 75012 Paris, France; Inserm U1170, institut Gustave-Roussy, Villejuif, France; Université Sorbonne-Paris-Pierre-et-Marie-Curie (Univ Paris 6), Paris, France.
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Abstract
Thrombotic thrombocytopenic purpura (TTP; also known as Moschcowitz disease) is characterized by the concomitant occurrence of often severe thrombocytopenia, microangiopathic haemolytic anaemia and a variable degree of ischaemic organ damage, particularly affecting the brain, heart and kidneys. Acute TTP was almost universally fatal until the introduction of plasma therapy, which improved survival from <10% to 80-90%. However, patients who survive an acute episode are at high risk of relapse and of long-term morbidity. A timely diagnosis is vital but challenging, as TTP shares symptoms and clinical presentation with numerous conditions, including, for example, haemolytic uraemic syndrome and other thrombotic microangiopathies. The underlying pathophysiology is a severe deficiency of the activity of a disintegrin and metalloproteinase with thrombospondin motifs 13 (ADAMTS13), the protease that cleaves von Willebrand factor (vWF) multimeric strings. Ultra-large vWF strings remain uncleaved after endothelial cell secretion and anchorage, bind to platelets and form microthrombi, leading to the clinical manifestations of TTP. Congenital TTP (Upshaw-Schulman syndrome) is the result of homozygous or compound heterozygous mutations in ADAMTS13, whereas acquired TTP is an autoimmune disorder caused by circulating anti-ADAMTS13 autoantibodies, which inhibit the enzyme or increase its clearance. Consequently, immunosuppressive drugs, such as corticosteroids and often rituximab, supplement plasma exchange therapy in patients with acquired TTP.
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Todorović Ž, Jovanovic M, Todorovic D, Petrovic D, Djurdjevic P. Thrombotic Thrombocytopenic Purpura: Etiopathogenesis, Diagnostics and Basic Principles of Treatment. SERBIAN JOURNAL OF EXPERIMENTAL AND CLINICAL RESEARCH 2017. [DOI: 10.1515/sjecr-2016-0026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Thrombotic thrombocytopenic purpura (TTP) is a clinical syndrome that manifests with thrombocytopenia, microangiopathic haemolytic anaemia and symptoms and signs of kidney and brain damage, but it rarely involves other organs. The main pathophysiological cause of TTP is diminished metalloproteinase ADAMTS13 activity; the main function of ADAMTS13 is to degrade large multimers of the von Willebrand factor. Diminished activity of ADAMTS13 is caused either by a genetic mutation in the gene that codes ADAMTS13 (congenital TTP) or by antibodies that block ADAMTS13 enzyme activity or accelerate the degradation of ADAMTS13 (acquired TTP). Clinically, TTP presents most frequently with signs and symptoms of brain and kidney damage with concomitant haemorrhagic syndrome. TTP is suspected when a patient presents with a low platelet count, microangiopathic haemolytic anaemia (negative Coombs tests, low haptoglobine concentration, increased serum concentration of indirect bilirubin and lactate dehydrogenase, increased number of schysocytes in peripheral blood) and the typical clinical presentation. A definitive diagnose can be made only by measuring the ADAMTS13 activity. The differential diagnosis in such cases includes both typical and atypical haemolytic uremic syndrome, disseminated intravascular coagulation, HELLP syndrome in pregnant women and other thrombotic microangiopathies. The first line therapy for TTP is plasma exchange. In patients with acquired TTP, in addition to plasma exchange, immunosuppressive medications are used (corticosteroids and rituximab). In patients with hereditary TTP, the administration of fresh frozen plasma is sometimes required.
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Affiliation(s)
- Željko Todorović
- Faculty of Medical Sciences, University of Kragujevac, Serbia
- Radnička 24/2, 34000 Kragujevac, Serbia
| | - Milena Jovanovic
- Center of Nephrology and Dialysis, Clinic for Urology and Nephrology, Clinical Center “Кragujevac”, Serbia
| | - Dusan Todorovic
- Faculty of Medical Sciences, University of Kragujevac, Serbia
| | - Dejan Petrovic
- Center of Nephrology and Dialysis, Clinic for Urology and Nephrology, Clinical Center “Кragujevac”, Serbia
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Coppo P. Treatment of autoimmune thrombotic thrombocytopenic purpura in the more severe forms. Transfus Apher Sci 2016; 56:52-56. [PMID: 28110841 DOI: 10.1016/j.transci.2016.12.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Daily therapeutic plasma exchange (TPE) transformed the historically fatal prognosis of acquired, anti-ADAMTS13 antibody-mediated thrombotic thrombocytopenic purpura (TTP), leading to the current overall survival rates of >80%. However, relapses occur in up to 40% of patients and refractory disease with fatal outcomes still occurs. In this context, the introduction of rituximab has probably been the second major breakthrough in TTP management. Rituximab is now routinely recommended during the acute phase, typically in patients with a suboptimal response to treatment, or even as frontline therapy, with high response rates. In more severe patients, salvage strategies may include twice daily TPE, pulses of cyclophosphamide, vincristine, as well as splenectomy in the more desperate cases. In this life-threatening disease, relapses can be efficiently prevented in patients with a severe acquired ADAMTS13 deficiency and otherwise in remission with the use of rituximab. In the coming years, the TTP therapeutic landscape should be enriched by original strategies stemming from clinical experience and new agents that are currently being evaluated in large, ideally international, clinical trials. Promising agents under evaluation include N-acetylcysteine, bortezomib, recombinant ADAMTS13 and caplacizumab, an inhibitor of the glycoprotein-Ib/IX-von Willebrand factor axis.
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Affiliation(s)
- Paul Coppo
- Centre de Référence des Microangiopathies Thrombotiques, AP-HP, Paris, France; Service d'hématologie, Hôpital Saint Antoine, Paris, France; Inserm U1170, Institut Gustave Roussy, Villejuif, France; Université Pierre et Marie Curie (Univ Paris 6), France.
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Efficacy and safety of rituximab in Japanese patients with acquired thrombotic thrombocytopenic purpura refractory to conventional therapy. Int J Hematol 2016; 104:228-35. [DOI: 10.1007/s12185-016-2019-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 05/07/2016] [Accepted: 05/08/2016] [Indexed: 10/21/2022]
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