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Gammon RR, Alvarez H, Masias C, Benitez N, Resto C. When you think you should transfuse…don't! Lab Med 2024:lmae024. [PMID: 38581079 DOI: 10.1093/labmed/lmae024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024] Open
Abstract
A 48-year-old female presented to the emergency department with severe fatigue. Admission laboratory test results were hemoglobin 6.6 g/dL, platelet count 287,000/μL, and white blood cell count 25,200/μL. Lactate dehydrogenase was elevated at 898 U/L, haptoglobin was markedly decreased (< 31 mg/dL), indirect bilirubin was elevated (5.3 mg/dL), and the absolute reticulocyte count was low at 0.0050/μL. A sample was sent to the immunohematology reference laboratory. The direct antiglobulin test immunoglobulin G was negative; C3 was 1+. All cells were reactive at immediate spin phase, indirect antiglobulin testing (IAT) with polyethylene glycol, with low ionic strength saline, neat, prewarm, and in the solid phase. All cells were nonreactive at IAT-ficin. Additional testing included a cold antibody titer that was 1:4096 and thermal amplitude studies demonstrating reactivity of 2+ at 37°C. These results were consistent with a clinically significant anti-Pr and cold agglutinin disease (CAD). Although rituximab is effective in autoimmune hemolytic anemia, this may take weeks. The patient was treated with pegcetacoplan, a pegylated peptide that targets C3 inhibiting hemolysis. The patient was discharged on day 29 with a hemoglobin of 8 g/dL. This is a report of one of the first patients successfully treated with pegcetacoplan for CAD.
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Affiliation(s)
- Richard R Gammon
- Scientific Medical and Technical Direction, OneBlood, Orlando, FL, US
| | - Harold Alvarez
- Stem Cell Processing and Immunotherapy Lab, Transfusion Medicine and Apheresis, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, US
| | - Camila Masias
- Baptist Health Medical Group, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, US
| | - Nancy Benitez
- Immunohematology Reference Laboratory, OneBlood, Fort Lauderdale, FL, US
| | - Claribel Resto
- Immunohematology Reference Laboratory, OneBlood, Fort Lauderdale, FL, US
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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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, Baumann Kreuziger L, 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 descriptive analysis of fatal outcomes in immune thrombotic thrombocytopenic purpura in the USTMA TTP Registry. Blood Adv 2024; 8:620-623. [PMID: 38100454 PMCID: PMC10838690 DOI: 10.1182/bloodadvances.2023010807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 10/30/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023] Open
Affiliation(s)
- Mouhamed Yazan Abou-Ismail
- Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, UT
| | - Chong Zhang
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT
| | - Angela P. Presson
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT
| | | | - Ana G. Antun
- Department of Medicine, Emory University, Atlanta, GA
| | | | - Ryan Woods
- Department of Medicine, Wake Forest University, Winston-Salem, NC
| | - Ara Metjian
- Department of Medicine, University of Colorado, Denver, CO
| | - Yara A. Park
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC
| | - Gustaaf de Ridder
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC
- Geisinger Medical Laboratories, Danville, PA
| | - Briana Gibson
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA
| | - Raj S. Kasthuri
- Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Darla K. Liles
- Department of Medicine, East Carolina University, Greenville, NC
| | - Frank Akwaa
- Department of Medicine, University of Rochester, Rochester, NY
| | - Todd Clover
- Hematology/Oncology, St. Charles Healthcare, Bend, OR
| | - Lisa Baumann Kreuziger
- Versiti Blood Center of Wisconsin, Milwaukee, WI
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | - Ronald S. Go
- Department of Medicine, Mayo Clinic, Rochester, MN
| | | | - Harsh Vardhan Upreti
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- University of Delhi, New Delhi, India
| | - Radhika Gangaraju
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Nicole K. Kocher
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - X. Long Zheng
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS
- Institute of Reproductive Medicine and Developmental Sciences, University of Kansas Medical Center, Kansas City, KS
| | - Jay S. Raval
- Department of Pathology, University of New Mexico, Albuquerque, NM
| | | | | | - Andrew D. Johnson
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Elizabeth Davis
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Michael D. Evans
- Clinical & Translational Science Institute, University of Minnesota, Minneapolis, MN
| | - Marshall Mazepa
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Ming Y. Lim
- Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, UT
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Zakai NA, Wilkinson K, Sparks AD, Packer RT, Koh I, Roetker NS, Repp AB, Thomas R, Holmes CE, Cushman M, Plante TB, Al-Samkari H, Pishko AM, Wood WA, Masias C, Gangaraju R, Li A, Garcia D, Wiggins KL, Schaefer JK, Hooper C, Smith NL, McClure LA. Development and validation of a risk model for hospital-acquired venous thrombosis: the Medical Inpatients Thrombosis and Hemostasis study. J Thromb Haemost 2024; 22:503-515. [PMID: 37918635 PMCID: PMC10872863 DOI: 10.1016/j.jtha.2023.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 10/04/2023] [Accepted: 10/20/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Regulatory organizations recommend assessing hospital-acquired (HA) venous thromboembolism (VTE) risk for medical inpatients. OBJECTIVES To develop and validate a risk assessment model (RAM) for HA-VTE in medical inpatients using objective and assessable risk factors knowable at admission. METHODS The development cohort included people admitted to medical services at the University of Vermont Medical Center (Burlington, Vermont) between 2010 and 2019, and the validation cohorts included people admitted to Hennepin County Medical Center (Minneapolis, Minnesota), University of Michigan Medical Center (Ann Arbor, Michigan), and Harris Health Systems (Houston, Texas). Individuals with VTE at admission, aged <18 years, and admitted for <1 midnight were excluded. We used a Bayesian penalized regression technique to select candidate HA-VTE risk factors for final inclusion in the RAM. RESULTS The development cohort included 60 633 admissions and 227 HA-VTE, and the validation cohorts included 111 269 admissions and 651 HA-VTE. Seven HA-VTE risk factors with t statistics ≥1.5 were included in the RAM: history of VTE, low hemoglobin level, elevated creatinine level, active cancer, hyponatremia, increased red cell distribution width, and malnutrition. The areas under the receiver operating characteristic curve and calibration slope were 0.72 and 1.10, respectively. The areas under the receiver operating characteristic curve and calibration slope were 0.70 and 0.93 at Hennepin County Medical Center, 0.70 and 0.87 at the University of Michigan Medical Center, and 0.71 and 1.00 at Harris Health Systems, respectively. The RAM performed well stratified by age, sex, and race. CONCLUSION We developed and validated a RAM for HA-VTE in medical inpatients. By quantifying risk, clinicians can determine the potential benefits of measures to reduce HA-VTE.
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Affiliation(s)
- Neil A Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA.
| | - Katherine Wilkinson
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Andrew D Sparks
- Department of Medical Biostatistics, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Ryan T Packer
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Insu Koh
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; SyllogisTeks, Chesterfield, Missouri, USA
| | - Nicholas S Roetker
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
| | - Allen B Repp
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Ryan Thomas
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Chris E Holmes
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Timothy B Plante
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA; Department of Medicine, University of Vermont Medical Center, Burlington, Vermont, USA
| | - Hanny Al-Samkari
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Allyson M Pishko
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - William A Wood
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Camila Masias
- Miami Cancer Institute, Baptist Health South Florida, Coral Gables, Florida, USA
| | - Radhika Gangaraju
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ang Li
- Section of Hematology-Oncology, Baylor College of Medicine, Houston, Texas, USA
| | - David Garcia
- Division of Hematology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Kerri L Wiggins
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Jordan K Schaefer
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Craig Hooper
- Division of Blood Disorders, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Nicholas L Smith
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, Washington, USA; Department of Epidemiology, University of Washington, Seattle, Washington, USA; Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle, Washington, USA
| | - Leslie A McClure
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA
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Gallastegui N, Masias C. Should older patients with low weight and CKD receive full-dose DOACs for treatment of acute proximal DVT? Hematology Am Soc Hematol Educ Program 2023; 2023:614-616. [PMID: 38066903 PMCID: PMC10727011 DOI: 10.1182/hematology.2023000515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Nicolas Gallastegui
- The James Comprehensive Cancer Institute, The Ohio State University, Columbus, OH
| | - Camila Masias
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL
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de Jong CMM, de Wit K, Black SA, Gwozdz AM, Masias C, Parks AL, Robert-Ebadi H, Talerico R, Woller SC, Klok FA. Use of patient-reported outcome measures in patients with venous thromboembolism: communication from the ISTH SSC Subcommittee on Predictive and Diagnostic Variables in Thrombotic Disease. J Thromb Haemost 2023; 21:2953-2962. [PMID: 37394119 DOI: 10.1016/j.jtha.2023.06.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/01/2023] [Accepted: 06/20/2023] [Indexed: 07/04/2023]
Abstract
Patient-reported outcome measures (PROMs) are patient-completed instruments that capture patient-perceived health status and well-being. PROMs measure disease impact and outcomes of care as reported by those who experience the disease. After pulmonary embolism or deep vein thrombosis, patients may face a broad spectrum of complications and long-term sequelae beyond the usual quality-of-care indicators of recurrent venous thromboembolism (VTE), bleeding complications, and survival. The full impact of VTE on individual patients can only be captured by assessing all relevant health outcomes from the patient's perspective in addition to the traditionally recognized complications. Defining and measuring all important outcomes will help facilitate treatment tailored to the needs and preferences of patients and may improve health outcomes. The International Society on Thrombosis and Haemostasis Scientific and Standardization Committee Subcommittee on Predictive and Diagnostic Variables in Thrombotic Disease endorsed the International Consortium for Health Outcomes Measurement (ICHOM) VTE project on development of a standardized set of patient-centered outcome measures for patients with VTE. In this communication, the course and result of the project are summarized, and based on these findings, we propose recommendations for the use of PROMs during clinical follow-up of patients with VTE. We describe challenges to implementation of PROMs and explore barriers and enablers.
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Affiliation(s)
- Cindy M M de Jong
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, the Netherlands. https://twitter.com/Cindy_de_Jong
| | - Kerstin de Wit
- Departments of Emergency Medicine and Medicine, Queen's University, Kingston, Ontario, Canada; Departments of Medicine and Health Research Methods, Evidence, and Impact (HEI), McMaster University, Hamilton, Ontario, Canada
| | - Stephen A Black
- Academic Department of Vascular Surgery, Section of Vascular Risk and Surgery, School of Cardiovascular Medicine and Science, St Thomas' Hospital, King's College London, London, UK
| | - Adam M Gwozdz
- Academic Section of Vascular Surgery, Department of Surgery and Cancer, Imperial College London, London, UK; Department of Vascular Surgery, Imperial College Healthcare National Health Service Trust, London, UK
| | - Camila Masias
- Miami Cancer Institute, Baptist Health South Florida, Florida International University-Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Anna L Parks
- Division of Hematology and Hematologic Malignancies, Department of Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Helia Robert-Ebadi
- Division of Angiology and Hemostasis, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Rosa Talerico
- Department of Medicine, Fondazione Policlinico Universitario Agostino Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Scott C Woller
- Department of Medicine, Intermountain Medical Center, Intermountain Healthcare, Murray, Utah, USA; Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Frederikus A Klok
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, the Netherlands.
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Völker LA, Brinkkoetter PT, Cataland SR, Masias C. Five years of caplacizumab - lessons learned and remaining controversies in immune-mediated thrombotic thrombocytopenic purpura. J Thromb Haemost 2023; 21:2718-2725. [PMID: 37562668 DOI: 10.1016/j.jtha.2023.07.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 08/12/2023]
Abstract
Immune-mediated thrombotic thrombocytopenic purpura (iTTP) is a rare hematologic disease caused by autoantibodies against ADAMTS-13 that trigger microangiopathic hemolytic anemia. Therapeutic plasma exchange and glucocorticoids have been the mainstay of treatment for the past 30 years. In 2019, caplacizumab was approved as an addition to this regimen for the acute treatment of iTTP. Randomized controlled trials and real-world evidence have shown that caplacizumab reduces the time to platelet count normalization, refractoriness, and exacerbations of the disease, with an acceptable safety profile. In the past 5 years, there have been arguments against the upfront use of caplacizumab in all patients with iTTP, particularly related to the perceived lack of clinical benefit, safety concerns related to bleeding risk, and high costs. This perspective aimed to address these concerns in the context of the experience of expert centers that have used the drug for >5 years.
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Affiliation(s)
- Linus Alexander Völker
- Department II of Internal Medicine, Center for Molecular Medicine Cologne, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany; Cologne Cluster of Excellence on Cellular Stress Responses in Ageing-Associated Diseases, Cologne, Germany.
| | - Paul Thomas Brinkkoetter
- Department II of Internal Medicine, Center for Molecular Medicine Cologne, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany; Cologne Cluster of Excellence on Cellular Stress Responses in Ageing-Associated Diseases, Cologne, Germany
| | - Spero R Cataland
- Department of Medicine, The Ohio State University, Columbus, Ohio, USA
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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, Baumann Kreuziger L, Sadler JE, Sridharan M, Go RS, McCrae KR, Upreti HV, Liu A, Lim MY, Gangaraju R, Zheng XL, Raval JS, Masias C, Cataland SR, Johnson A, Davis E, Evans MD, Mazepa MA. Race, rituximab, and relapse in TTP. Blood 2022; 140:1335-1344. [PMID: 35797471 PMCID: PMC9710186 DOI: 10.1182/blood.2022016640] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 06/24/2022] [Indexed: 01/02/2023] Open
Abstract
Immune-mediated thrombotic thrombocytopenic purpura (iTTP) is characterized by recurring episodes of thrombotic microangiopathy, causing ischemic organ impairment. Black patients are overrepresented in iTTP cohorts in the United States, but racial disparities in iTTP outcome and response to therapy have not been studied. Using the United States Thrombotic Microangiopathies Consortium iTTP Registry, we evaluated the impact of race on mortality and relapse-free survival (RFS) in confirmed iTTP in the United States from 1995 to 2020. We separately examined the impact of rituximab therapy and presentation with newly diagnosed (de novo) or relapsed iTTP on RFS by race. A total of 645 participants with 1308 iTTP episodes were available for analysis. Acute iTTP mortality did not differ by race. When all episodes of iTTP were included, Black race was associated with shorter RFS (hazard ratio [HR], 1.60; 95% CI, 1.16-2.21); the addition of rituximab to corticosteroids improved RFS in White (HR, 0.37; 95% CI, 0.18-0.73) but not Black patients (HR, 0.96; 95% CI, 0.71-1.31). In de novo iTTP, rituximab delayed relapse, but Black patients had shorter RFS than White patients, regardless of treatment. In relapsed iTTP, rituximab significantly improved RFS in White but not Black patients. Race affects overall relapse risk and response to rituximab in iTTP. Black patients may require closer monitoring, earlier retreatment, and alternative immunosuppression after rituximab treatment. How race, racism, and social determinants of health contribute to the disparity in relapse risk in iTTP deserves further study.
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Affiliation(s)
| | - Ana G. Antun
- Department of Medicine, Emory University, Atlanta, GA
| | | | - Ryan Woods
- Department of Medicine, Wake Forest University, Winston-Salem, NC
| | - Ara Metjian
- Department of Medicine, University of Colorado, Denver, CO
| | - Yara A. Park
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Gustaaf de Ridder
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Geisinger Medical Laboratories, Danville, PA
| | - Briana Gibson
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA
| | - Raj S. Kasthuri
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Darla K. Liles
- Department of Medicine, East Carolina University, Greenville, NC
| | - Frank Akwaa
- Department of Medicine, University of Rochester, Rochester, NY
| | | | - Lisa Baumann Kreuziger
- Versiti Blood Research Institute, Milwaukee, WI
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - J. Evan Sadler
- Department of Medicine, Washington University, St Louis, MO
| | | | - Ronald S. Go
- Department of Medicine, Mayo Clinic, Rochester, MN
| | | | - Harsh Vardhan Upreti
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Angela Liu
- Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - Ming Y. Lim
- Department of Medicine, University of Utah, Salt Lake City, UT
| | | | - X. Long Zheng
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS
| | - Jay S. Raval
- Department of Pathology, University of New Mexico, Albuquerque, NM
| | | | | | | | - Elizabeth Davis
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Michael D. Evans
- Clinical & Translational Science Institute, University of Minnesota, Minneapolis, MN
| | | | - for the United States Thrombotic Microangiopathies Consortium
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- Department of Medicine, Emory University, Atlanta, GA
- Department of Medicine, Wake Forest University, Winston-Salem, NC
- Department of Medicine, University of Colorado, Denver, CO
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Geisinger Medical Laboratories, Danville, PA
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, East Carolina University, Greenville, NC
- Department of Medicine, University of Rochester, Rochester, NY
- St Charles Healthcare, Bend, OR
- Versiti Blood Research Institute, Milwaukee, WI
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Department of Medicine, Washington University, St Louis, MO
- Department of Medicine, Mayo Clinic, Rochester, MN
- Department of Medicine, Cleveland Clinic, Cleveland, OH
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Department of Medicine, University of Utah, Salt Lake City, UT
- Department of Medicine, University of Alabama at Birmingham
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS
- Department of Pathology, University of New Mexico, Albuquerque, NM
- Baptist Health South Florida, Miami, FL
- Department of Medicine, The Ohio State University, Columbus, OH
- Department of Laboratory Medicine and Pathology
- Department of Medicine, University of Minnesota, Minneapolis, MN
- Clinical & Translational Science Institute, University of Minnesota, Minneapolis, MN
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10
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den Exter PL, Woller SC, Robert‐Ebadi H, Masias C, Morange P, Castelli D, Hansen J, Geersing G, Siegal DM, de Wit K, Klok FA. Management of bleeding risk in patients who receive anticoagulant therapy for venous thromboembolism: Communication from the ISTH SSC Subcommittee on Predictive and Diagnostic Variables in Thrombotic Disease. J Thromb Haemost 2022; 20:1910-1919. [PMID: 35735219 PMCID: PMC9545751 DOI: 10.1111/jth.15776] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 05/24/2022] [Accepted: 05/25/2022] [Indexed: 11/28/2022]
Abstract
Patients with acute venous thromboembolism (VTE) require anticoagulant therapy to prevent recurrent VTE and death, which exposes them to an inherent increased risk of bleeding. Identification of patients at high risk of bleeding, and mitigating this risk, is an essential component of the immediate and long-term therapeutic management of VTE. The bleeding risk can be estimated by either implicit judgment, weighing individual predictors (clinical variables or biomarkers), or by risk prediction tools developed for this purpose. Management of bleeding risk in clinical practice is, however, far from standardized. International guidelines are contradictory and lack clear and consistent guidance on the optimal management of bleeding risk. This report of the ISTH subcommittee on Predictive and Diagnostic Variables in Thrombotic Disease summarizes the evidence on the prediction of bleeding in VTE patients. We systematically searched the literature and identified 34 original studies evaluating either predictors or risk prediction models for prediction of bleeding risk on anticoagulation in VTE patients. Based on this evidence, we provide recommendations for the standardized management of bleeding risk in VTE patients.
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Affiliation(s)
- Paul L. den Exter
- Department of Medicine ‐ Thrombosis and HemostasisLeiden University Medical CenterLeidenthe Netherlands
| | - Scott C. Woller
- Department of MedicineIntermountain Medical CenterIntermountain HealthcareMurrayUtahUSA
- Department of Internal MedicineUniversity of Utah School of MedicineSalt Lake CityUtahUSA
| | - Helia Robert‐Ebadi
- Division of Angiology and HemostasisGeneva University Hospitals and Faculty of MedicineGenevaSwitzerland
| | - Camila Masias
- Miami Cancer InstituteBaptist Health South Florida. Florida International University ‐ Herbert Wertheim College of MedicineMiamiFloridaUSA
| | - Pierre‐Emmanuel Morange
- Aix Marseille UnivINSERM 1263, INRAE 1260, C2VNMarseilleFrance
- Hematology DepartmentLa Timone University Hospital of MarseilleMarseilleFrance
| | | | - John‐Bjarne Hansen
- Thrombosis Research Center (TREC)Department of Clinical MedicineUiT – The Arctic University of Norway and University Hospital of North NorwayTromsøNorway
| | - Geert‐Jan Geersing
- Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrechtthe Netherlands
| | - Deborah M. Siegal
- Division of Hematology and ThromboembolismDepartment of MedicineMcMaster UniversityHamiltonOntarioCanada
| | - Kerstin de Wit
- Departments of Emergency Medicine and MedicineQueen's UniversityKingstonOntarioCanada
- Departments of Medicine and HEIMcMaster UniversityHamiltonOntarioCanada
| | - Frederikus A. Klok
- Department of Medicine ‐ Thrombosis and HemostasisLeiden University Medical CenterLeidenthe Netherlands
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11
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Woller SC, de Wit K, Robert-Ebadi H, Masias C, Klok FA, den Exter PL, Morange PE, Castelli D, Hansen JB. A systematic review of biomarkers among hospitalized patients with COVID-19 predictive of venous thromboembolism: A communication from the Predictive and Diagnostic Variables Scientific and Standardization Committee of the ISTH. Res Pract Thromb Haemost 2022; 6:e12786. [PMID: 36032214 PMCID: PMC9412137 DOI: 10.1002/rth2.12786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 07/19/2022] [Accepted: 07/20/2022] [Indexed: 12/15/2022] Open
Abstract
Background Thrombosis is reported to occur more often among patients with COVID‐19 than otherwise expected in the setting of viral pneumonia and sepsis. Systemic inflammatory biomarkers may be associated with venous thromboembolism (VTE) risk. The ISTH subcommittee on Predictive and Diagnostic Variables in Thrombotic Disease aimed to report the evidence on prognostic biomarkers for VTE in hospitalized patients with COVID‐19. Methods Using a standardized Preferred Reporting Items for Systematic Reviews and Meta‐analysis methodology, we conducted a systematic literature review to identify studies reporting prognostic biomarkers for VTE among hospitalized patients with COVID‐19. Eligible studies included adults hospitalized with COVID‐19 and reported the prognostic associations between any biomarker measured on admission, and the subsequent diagnosis of deep vein thrombosis or pulmonary embolism. Two authors reviewed titles and abstracts, and three authors extracted study data and performed review of bias. Results were displayed descriptively. Meta‐analysis was not possible. Results From the initial 196 identified studies, full‐text review was performed for 72 studies. Admission D‐dimer levels were associated with VTE during hospitalization in five studies, and elevated platelet count was associated with VTE during hospitalization in one study. The risk of bias ranged from low to high for included studies. Overall, there was a paucity of high‐quality prognostic studies. Studies on other biomarkers did not meet the systematic review inclusion criteria. Conclusions Admission D‐dimer was associated with VTE diagnosis during hospitalization for COVID‐19; however, prospective validation of this finding is needed to identify optimal D‐dimer thresholds to guide VTE prophylaxis measures.
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Affiliation(s)
- Scott C Woller
- Department of Medicine Intermountain Medical Center, Intermountain Healthcare Murray Utah USA.,Department of Internal Medicine University of Utah School of Medicine Salt Lake City Utah USA
| | - Kerstin de Wit
- Departments of Emergency Medicine and Medicine Queen's University Kingston Ontario Canada.,Departments of Medicine and HEI McMaster University Hamilton Ontario Canada
| | - Helia Robert-Ebadi
- Division of Angiology and Hemostasis Geneva University Hospitals and Faculty of Medicine Geneva Switzerland
| | - Camila Masias
- Florida International University - Herbert Wertheim College of Medicine Miami Florida USA
| | - Frederikus A Klok
- Department of Medicine - Thrombosis and Hemostasis Leiden University Medical Center Leiden The Netherlands
| | - Paul L den Exter
- Department of Medicine - Thrombosis and Hemostasis Leiden University Medical Center Leiden The Netherlands
| | - Pierre-Emmanuel Morange
- Aix Marseille Univ Marseille France.,Hematology Department La Timone University Hospital of Marseille Marseille France
| | - David Castelli
- Library Sciences Intermountain Healthcare Murray Utah USA
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12
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Wu H, Jay L, Lin S, Han C, Yang S, Cataland SR, Masias C. Interrelationship between ADAMTS13 activity, von Willebrand factor, and complement activation in remission from immune-mediated trhrombotic thrombocytopenic purpura. Br J Haematol 2020; 189:e18-e20. [PMID: 32065383 DOI: 10.1111/bjh.16415] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Haiwa Wu
- Department of Pathology, Ohio State University, Columbus, OH, USA
| | - Lauren Jay
- Department of Pathology, Ohio State University, Columbus, OH, USA
| | - Shili Lin
- Department of Mathematics, Ohio State University, Columbus, OH, USA
| | - Chenggong Han
- Department of Mathematics, Ohio State University, Columbus, OH, USA
| | - Shangbin Yang
- Department of Pathology, Ohio State University, Columbus, OH, USA
| | - Spero R Cataland
- Department of Medicine, Ohio State University, Columbus, OH, USA
| | - Camila Masias
- Department of Mathematics, Ohio State University, Columbus, OH, USA
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13
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Masias C, Wu H, McGookey M, Jay L, Cataland S, Yang S. No major differences in outcomes between the initial and relapse episodes in patients with thrombotic thrombocytopenic purpura: The experience from the Ohio State University Registry. Am J Hematol 2018; 93:E73-E75. [PMID: 29226481 DOI: 10.1002/ajh.25002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 12/07/2017] [Indexed: 11/11/2022]
Affiliation(s)
- Camila Masias
- Department of Medicine; Ohio State University; Columbus Ohio
| | - Haiwa Wu
- Department of Pathology; Ohio State University; Columbus Ohio
| | | | - Lauren Jay
- Department of Pathology; Ohio State University; Columbus Ohio
| | - Spero Cataland
- Department of Medicine; Ohio State University; Columbus Ohio
| | - Shangbin Yang
- Department of Pathology; Ohio State University; Columbus Ohio
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14
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Abstract
Thrombotic thrombocytopenic purpura (TTP) is characterized by microangiopathic hemolytic anemia and a consumptive thrombocytopenia, as a result of severe deficiency of ADAMTS13. The standard of care of the acute episode is treatment with plasma exchange and immunosuppression. After the acute episode is resolved, patients face a significant risk of relapse and long-term complications associated with significant morbidity and even mortality. Novel treatments have been under development and will be discussed in this review. Caplacizumab, a nanobody that blocks the interaction between VWF and platelets, has shown promising results in decreasing the time to recover from the acute events that will hopefully translate into long-term clinical benefit for patients. In addition, identifying biomarkers to allow us to better predict the risk for relapse and the development of these long-term complications in patients with TTP are a few of the challenges that require our attention moving forward.
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Affiliation(s)
- Camila Masias
- Department of MedicineOhio State UniversityColumbusOHUSA
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15
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Masias C, Shao TH. Breast cancer subtypes in Chinese Americans: A study from the Mount Sinai Health System. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.26_suppl.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
39 Background: Breast cancer has been increasing in many Asian countries, as well as among Asian Americans. While many studies have examined breast cancer subtypes in African American and Caucasian populations, few have looked at tumor subtypes in the Asian population. We aimed to examine breast cancer subtypes in Chinese Americans. Methods: We identified all Chinese patients diagnosed with invasive breast cancers between 2005 and 2012 from the Cancer Registry of Mount Sinai Beth Israel, Mount Sinai St. Luke’s, and Roosevelt Hospitals. The following clinical data were collected for each patient: age at diagnosis, year of diagnosis, largest tumor size (cm), lymph node status, estrogen receptor (ER), progesterone receptor (PR) and HER2 status. Based on ER, PR, and HER2, patients were categorized into three molecular subtypes: 1) Hormone receptor (HR)+ (ER and/or PR positive, HER2 negative), HER2+ and triple negative (TN) (ER, PR, and HER2 negative). Descriptive variables were analyzed using one-way Anova test. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated from logistic regression models. Results: There were 175 Chinese patients diagnosed with invasive breast cancers from 2005 to 2012. Median age at diagnosis was 54 (range 27-90). One hundred fourteen (65%) were HR+, 41 (23%) were HER2+, and 20 (11%) were TN. There were 59 (34%) patients diagnosed at age ≤ 50 and twelve patients (7%) were diagnosed at age < 40. There were more HER2+ and TN breast cancers diagnosed in women age ≤ 50 compared to age > 50, but the difference was not statistically significant. Women in the HR+ group were diagnosed at an older age compared to the other two subgroups (57 ± 12, 52 ± 8, and 52 ± 10 for HR+, HER2+, and TN, respectively, p = 0.036). Patients with TN breast cancers were more likely to have lymph node involvement compared to HR+ or HER2+ patients (p = 0.02). There was a trend of increasing prevalence of HER2+ breast cancer observed in recent years: 18.5% in 2005-2006, 23.8% in 2007-2008, 18.4% in 2009-2010, and 29.8% in 2011-2012. Conclusions: We observed a high proportion of breast cancer among young Chinese Americans as well as an increasing prevalence of HER2+ breast cancer in this population in recent years. Further studies are warranted.
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16
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Godbert B, Tiotiu A, Masias C, Martinet Y. [Inadequate secretion of β-human chorionic gonadotropin in lung cancer]. Rev Pneumol Clin 2013; 69:298-301. [PMID: 24035551 DOI: 10.1016/j.pneumo.2013.04.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Accepted: 04/15/2013] [Indexed: 06/02/2023]
Abstract
INTRODUCTION The inadequate secretion of β-human chorionic gonadotropin (β-HCG) during non-small cell lung cancer (NSCLC) is rare and quite ignored. The dosage of β-HCG is probably not systematically realized in women who are in age of pregnancy and who need chemotherapy (CT) despite the descriptions of cases of prescription of CT against lung cancer in women who were pregnant. The incidence of NSCLC cancer is increasing and the risk to prescribe a CT in a woman who is pregnant is also increasing. CASES REPORTS We describe the cases of two women and one man who had an augmentation of the β-HCG plasmatic level before the prescription of CT against lung cancer. In women, the differential diagnostic between inadequate secretion of β-HCG and pregnancy has been a problem. CONCLUSION The inadequate secretion of β-HCG during NSCLC is probably not so rare. The dosage of this hormone before each infusion of CT should be systematic to avoid the realization of CT during pregnancy. This raises the question of the method for differential diagnostic between pregnancy and inadequate secretion of β-HCG in young women who suffer from NSCLC, especially when a small level of β-HCG is measured.
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Affiliation(s)
- B Godbert
- Service de pneumologie, hôpitaux de Brabois, centre hospitalier universitaire de Nancy, rue du Morvan, 54511 Vandœuvre-lès-Nancy cedex, France.
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