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Bikdeli B, Lo YC, Khairani CD, Bejjani A, Jimenez D, Barco S, Mahajan S, Caraballo C, Secemsky EA, Klok FA, Hunsaker AR, Aghayev A, Muriel A, Wang Y, Hussain MA, Appah-Sampong A, Lu Y, Lin Z, Aneja S, Khera R, Goldhaber SZ, Zhou L, Monreal M, Krumholz HM, Piazza G. Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study. Thromb Haemost 2023; 123:649-662. [PMID: 36809777 PMCID: PMC11200175 DOI: 10.1055/a-2039-3222] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
BACKGROUND Contemporary pulmonary embolism (PE) research, in many cases, relies on data from electronic health records (EHRs) and administrative databases that use International Classification of Diseases (ICD) codes. Natural language processing (NLP) tools can be used for automated chart review and patient identification. However, there remains uncertainty with the validity of ICD-10 codes or NLP algorithms for patient identification. METHODS The PE-EHR+ study has been designed to validate ICD-10 codes as Principal Discharge Diagnosis, or Secondary Discharge Diagnoses, as well as NLP tools set out in prior studies to identify patients with PE within EHRs. Manual chart review by two independent abstractors by predefined criteria will be the reference standard. Sensitivity, specificity, and positive and negative predictive values will be determined. We will assess the discriminatory function of code subgroups for intermediate- and high-risk PE. In addition, accuracy of NLP algorithms to identify PE from radiology reports will be assessed. RESULTS A total of 1,734 patients from the Mass General Brigham health system have been identified. These include 578 with ICD-10 Principal Discharge Diagnosis codes for PE, 578 with codes in the secondary position, and 578 without PE codes during the index hospitalization. Patients within each group were selected randomly from the entire pool of patients at the Mass General Brigham health system. A smaller subset of patients will also be identified from the Yale-New Haven Health System. Data validation and analyses will be forthcoming. CONCLUSIONS The PE-EHR+ study will help validate efficient tools for identification of patients with PE in EHRs, improving the reliability of efficient observational studies or randomized trials of patients with PE using electronic databases.
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Affiliation(s)
- Behnood Bikdeli
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Cardiovascular Research Foundation (CRF), New York, New York, United States
| | - Ying-Chih Lo
- Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Candrika D Khairani
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Antoine Bejjani
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - David Jimenez
- Respiratory Department, Hospital Ramón y Cajal and Medicine Department, Universidad de Alcalá (Instituto de Ramón y Cajal de Investigación Sanitaria), Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid, Spain
| | - Stefano Barco
- Department of Angiology, University Hospital Zurich, Zurich, Switzerland
- Center for Thrombosis and Hemostasis, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Shiwani Mahajan
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - César Caraballo
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Eric A Secemsky
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
| | - Frederikus A Klok
- Department of Medicine - Thrombosis and Hemostasis, Leiden University Medical Centre, Leiden, The Netherlands
| | - Andetta R Hunsaker
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Ayaz Aghayev
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Alfonso Muriel
- Clinical Biostatistics Unit. Hospital Universitario Ramón y Cajal. IRYCIS, CIBERESP: Universidad de Alcalá. Madrid, Spain
| | - Yun Wang
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
| | - Mohamad A Hussain
- Division of Vascular and Endovascular Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Centre for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Abena Appah-Sampong
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, United States
| | - Yuan Lu
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Zhenqiu Lin
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Sanjay Aneja
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut, United States
| | - Rohan Khera
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Samuel Z Goldhaber
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Li Zhou
- Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Manuel Monreal
- Cátedra de Enfermedad Tromboembólica, Universidad Católica de Murcia, Murcia, Spain
| | - Harlan M Krumholz
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
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Abstract
Venous thromboembolism, that consists of the interrelated conditions deep-vein thrombosis and pulmonary embolism, is an under-appreciated vascular disease. In Western regions, approximately 1 in 12 individuals will be diagnosed with venous thromboembolism in their lifetime. Rates of venous thromboembolism are lower in Asia, but data from other regions are sparse. Numerous risk factors for venous thromboembolism have been identified, which can be classified as acute or subacute triggers (provoking factors that increase the risk of venous thromboembolism) and basal or acquired risk factors (which can be modifiable or static). Approximately 20% of individuals who have a venous thromboembolism event die within 1 year (although often from the provoking condition), and complications are common among survivors. Fortunately, opportunities exist for primordial prevention (prevention of the development of underlying risk factors), primary prevention (management of risk factors among individuals at high risk of the condition) and secondary prevention (prevention of recurrent events) of venous thromboembolism. In this Review, we describe the epidemiology of venous thromboembolism, including the incidence, risk factors, outcomes and opportunities for prevention. Meaningful health disparities exist in both the incidence and outcomes of venous thromboembolism. We also discuss these disparities as well as opportunities to reduce them.
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Affiliation(s)
- Pamela L Lutsey
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA.
| | - Neil A Zakai
- Division of Hematology/Oncology, Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA
- Department of Pathology and Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA
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Sochet AA, Morrison JM, Jaffray J, Godiwala N, Wilson HP, Thornburg CD, Bhat RV, Zia A, Lawrence C, Kudchadkar SR, Hamblin F, Russell CJ, Streiff MB, Spyropoulos AC, Amankwah EK, Goldenberg NA. Enoxaparin Thromboprophylaxis in Children Hospitalized for COVID-19: A Phase 2 Trial. Pediatrics 2022; 150:e2022056726. [PMID: 35484817 DOI: 10.1542/peds.2022-056726] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/22/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Evidence regarding the safety and efficacy of anticoagulant thromboprophylaxis among pediatric patients hospitalized for coronavirus disease 2019 (COVID-19) is limited. We sought to evaluate safety, dose-finding, and preliminary efficacy of twice-daily enoxaparin as primary thromboprophylaxis among children hospitalized for symptomatic COVID-19, including primary respiratory infection and multisystem inflammatory syndrome in children (MISC). METHODS We performed a phase 2, multicenter, prospective, open-label, single-arm clinical trial of twice-daily enoxaparin (initial dose: 0.5mg/kg per dose; max: 60mg; target anti-Xa activity: 0.20-0.49IU/mL) as primary thromboprophylaxis for children <18 years of age hospitalized for symptomatic COVID-19. Study endpoints included: cumulative incidence of International Society of Thrombosis and Haemostasis-defined clinically relevant bleeding; enoxaparin dose-requirements; and cumulative incidence of venous thromboembolism within 30-days of hospital discharge. Descriptive statistics summarized endpoint estimates that were further evaluated by participant age (±12 years) and clinical presentation. RESULTS Forty children were enrolled and 38 met analyses criteria. None experienced clinically relevant bleeding. Median (interquartile range) dose to achieve target anti-Xa levels was 0.5 mg/kg (0.48-0.54). Dose-requirement did not differ by age (0.5 [0.46-0.52] mg/kg for age ≥12 years versus 0.52 [0.49-0.55] mg/kg for age <12 years, P = .51) but was greater for participants with MISC (0.52 [0.5-0.61] mg/kg) as compared with primary COVID-19 (0.48 [0.39-0.51] mg/kg, P = .010). Two children (5.3%) developed central-venous catheter-related venous thromboembolism. No serious adverse events were related to trial intervention. CONCLUSIONS Among children hospitalized for COVID-19, thromboprophylaxis with twice-daily enoxaparin appears safe and warrants further investigation to assess efficacy.
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Affiliation(s)
| | | | - Julie Jaffray
- Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Nihal Godiwala
- Department of Pediatrics, Louisiana State University School of Medicine, New Orleans, Louisiana
| | - Hope P Wilson
- Department of Pediatrics, University of Alabama School of Medicine, Birmingham, Alabama
| | - Courtney D Thornburg
- Department of Pediatrics, University of California San Diego, La Jolla, California Division of Hematology and Oncology, Rady Children's Hospital San Diego, San Diego, California
| | - Rukhmi V Bhat
- Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ayesha Zia
- Department of Pediatrics, The University of Texas Southwestern, Dallas, Texas
| | | | - Sapna R Kudchadkar
- Critical Care Medicine
- Pediatrics
- Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Christopher J Russell
- Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, California
| | | | - Alex C Spyropoulos
- Department of Medicine, Zucker School of Medicine at Hofstra and Northwell and Feinstein Institutes for Medical Research, Manhasset, New York
- Department of Obstetrics and Gynecology, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Ernest K Amankwah
- Departments of Anesthesia
- Pediatrics
- Oncology, Johns Hopkins All Children's Institute for Clinical and Translational Research
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Saber I, Adamski A, Kuchibhatla M, Abe K, Beckman M, Reyes N, Schulteis R, Pendurthi Singh B, Sitlinger A, Thames EH, Ortel TL. Racial differences in venous thromboembolism: A surveillance program in Durham County, North Carolina. Res Pract Thromb Haemost 2022; 6:e12769. [PMID: 35873215 PMCID: PMC9301530 DOI: 10.1002/rth2.12769] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 06/15/2022] [Accepted: 06/24/2022] [Indexed: 11/06/2022] Open
Abstract
Background Venous thromboembolism (VTE) affects approximately 1-2 individuals per 1000 annually and is associated with an increased risk for pulmonary hypertension, postthrombotic syndrome, and recurrent VTE. Objective To determine risk factors, incidence, treatments, and outcomes of VTE through a 2-year surveillance program initiated in Durham County, North Carolina (population approximately 280,000 at time of study). Patients/Methods We performed a retrospective analysis of data actively collected from three hospitals in Durham County during the surveillance period. Results A total of 987 patients were diagnosed with VTE, for an annual rate of 1.76 per 1000 individuals. Hospital-associated VTE occurred in 167 hospitalized patients (16.9%) and 271 outpatients who were hospitalized within 90 days of diagnosis (27.5%). Annual incidence was 1.98 per 1000 Black individuals compared to 1.25 per 1000 White individuals (p < 0.0001), and Black individuals with VTE were younger than White individuals (p < 0.0001). Common risk factors included active cancer, prolonged immobility, and obesity, and approximately half were still taking anticoagulant therapy 1 year later. A total of 224 patients died by 1 year (28.5% of patients for whom outcomes could be confirmed), and Black patients were more likely to have recurrent VTE than White patients during the first 6 months following initial presentation (9.4% vs. 4.1%, p = 0.01). Conclusions Ongoing surveillance provides an effective strategy to identify patients with VTE and monitor treatment and outcomes. We demonstrated that hospital-associated VTE continues to be a major contributor to the burden of VTE and confirmed the higher incidence of VTE in Black compared to White individuals.
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Affiliation(s)
- Ibrahim Saber
- Division of Hematology, Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Alys Adamski
- Centers for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Maragatha Kuchibhatla
- Department of Biostatistics and BioinformaticsDuke UniversityDurhamNorth CarolinaUSA
| | - Karon Abe
- Centers for Disease Control and PreventionAtlantaGeorgiaUSA
| | | | - Nimia Reyes
- Centers for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Ryan Schulteis
- Durham Veterans' Administration Medical CenterDurhamNorth CarolinaUSA
| | | | - Andrea Sitlinger
- Division of Hematologic Malignancies and Cellular Therapy, Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Elizabeth H. Thames
- Division of Hematology, Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Thomas L. Ortel
- Division of Hematology, Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
- Department of PathologyDuke University Medical CenterDurhamNorth CarolinaUSA
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Goldenberg NA, Kittelson JM, Abshire TC, Bonaca M, Casella JF, Dale RA, Halperin JL, Hamblin F, Kessler CM, Manco-Johnson MJ, Sidonio RF, Spyropoulos AC, Steg PG, Turpie AGG, Schulman S. Effect of Anticoagulant Therapy for 6 Weeks vs 3 Months on Recurrence and Bleeding Events in Patients Younger Than 21 Years of Age With Provoked Venous Thromboembolism: The Kids-DOTT Randomized Clinical Trial. JAMA 2022; 327:129-137. [PMID: 35015038 PMCID: PMC8753509 DOI: 10.1001/jama.2021.23182] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 12/08/2021] [Indexed: 12/11/2022]
Abstract
Importance Among patients younger than 21 years of age, the optimal duration of anticoagulant therapy for venous thromboembolism is unknown. Objective To test the hypothesis that a 6-week duration of anticoagulant therapy for provoked venous thromboembolism is noninferior to a conventional 3-month therapy duration in patients younger than 21 years of age. Design, Setting, and Participants Randomized clinical trial involving 417 patients younger than 21 years of age with acute, provoked venous thromboembolism enrolled at 42 centers in 5 countries from 2008-2021. The main exclusions were severe anticoagulant deficiencies or prior venous thromboembolism. Patients without persistent antiphospholipid antibodies and whose thrombi were resolved or not completely occlusive upon repeat imaging at 6 weeks after diagnosis underwent randomization. The final visit for the primary end points occurred in January 2021. Interventions Total duration for anticoagulant therapy of 6 weeks (n = 207) vs 3 months (n = 210) for provoked venous thromboembolism. Main Outcomes and Measures The primary efficacy and safety end points were centrally adjudicated symptomatic recurrent venous thromboembolism and clinically relevant bleeding events within 1 year blinded to treatment group. The primary analysis was noninferiority in the per-protocol population. The noninferiority boundary incorporated a bivariate trade-off that included an absolute increase of 0% in symptomatic recurrent venous thromboembolism with an absolute risk reduction of 4% in clinically relevant bleeding events (1 of 3 points on the bivariate noninferiority boundary curve). Results Among 417 randomized patients, 297 (median age, 8.3 [range, 0.04-20.9] years; 49% female) met criteria for the primary per-protocol population analysis. The Kaplan-Meier estimate for the 1-year cumulative incidence of the primary efficacy outcome was 0.66% (95% CI, 0%-1.95%) in the 6-week anticoagulant therapy group and 0.70% (95% CI, 0%-2.07%) in the 3-month anticoagulant therapy group, and for the primary safety outcome, the incidence was 0.65% (95% CI, 0%-1.91%) and 0.70% (95% CI, 0%-2.06%). Based on absolute risk differences in recurrent venous thromboembolism and clinically relevant bleeding events between groups, noninferiority was demonstrated. Adverse events occurred in 26% of patients in the 6-week anticoagulant therapy group and in 32% of patients in the 3-month anticoagulant therapy group; the most common adverse event was fever (1.9% and 3.4%, respectively). Conclusions and Relevance Among patients younger than 21 years of age with provoked venous thromboembolism, anticoagulant therapy for 6 weeks compared with 3 months met noninferiority criteria based on the trade-off between recurrent venous thromboembolism risk and bleeding risk. Trial Registration ClinicalTrials.gov Identifier: NCT00687882.
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Affiliation(s)
- Neil A. Goldenberg
- Institute for Clinical and Translational Research, Cancer and Blood Disorder Institute, and Heart Institute, Johns Hopkins All Children’s Hospital, St Petersburg, Florida
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - John M. Kittelson
- Department of Biostatistics, School of Public Health, University of Colorado Anschutz Medical Campus, Aurora
- CPC Clinical Research, Aurora, Colorado
| | - Thomas C. Abshire
- Versiti Blood Research Institute and Department of Pediatrics and Medicine and Clinical and Translational Science Institute, Medical College of Wisconsin, Milwaukee
| | - Marc Bonaca
- CPC Clinical Research, Aurora, Colorado
- Division of Cardiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora
| | - James F. Casella
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Jonathan L. Halperin
- Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Frances Hamblin
- Institute for Clinical and Translational Research, Cancer and Blood Disorder Institute, and Heart Institute, Johns Hopkins All Children’s Hospital, St Petersburg, Florida
| | - Craig M. Kessler
- Lombardi Cancer Center, Department of Medicine, School of Medicine, Georgetown University, Washington, DC
| | - Marilyn J. Manco-Johnson
- Department of Pediatrics, School of Medicine, Children’s Hospital of Colorado, Hemophilia and Thrombosis Center, University of Colorado Anschutz Medical Campus, Aurora
| | - Robert F. Sidonio
- Department of Pediatrics, Emory University School of Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Alex C. Spyropoulos
- Department of Medicine, Zucker School of Medicine at Hofstra/Northwell and Feinstein Institutes for Medical Research, Manhasset, New York
- Department of Obstetrics and Gynecology, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - P. Gabriel Steg
- Université de Paris, AP-HP, Hôpital Bichat, French Alliance for Cardiovascular Trials and INSERM 1148, Paris, France
| | - Alexander G. G. Turpie
- Department of Medicine, Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Sam Schulman
- Department of Obstetrics and Gynecology, I. M. Sechenov First Moscow State Medical University, Moscow, Russia
- Department of Medicine, Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Ontario, Canada
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Cohen AT, Sah J, Dhamane AD, Lee T, Rosenblatt L, Hlavacek P, Emir B, Keshishian A, Yuce H, Luo X. Effectiveness and Safety of Apixaban Versus Warfarin Among Older Patients with Venous Thromboembolism with Different Demographics and Socioeconomic Status. Adv Ther 2021; 38:5519-5533. [PMID: 34570310 PMCID: PMC8520868 DOI: 10.1007/s12325-021-01918-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 09/08/2021] [Indexed: 12/12/2022]
Abstract
Introduction Impact of demographics and socioeconomic status (SES) on anticoagulant treatment outcomes among patients with venous thromboembolism (VTE) is not well understood. This study evaluated risks of recurrent VTE, major bleeding (MB), and clinically relevant non-major bleeding (CRNMB) among older patients with VTE initiating apixaban or warfarin stratified by demographics and SES. Methods Adult patients (≥ 65 years) who initiated apixaban or warfarin after a VTE event were selected from the US CMS Medicare database (September 2014–December 2017). Stabilized inverse probability treatment weighting (IPTW) was used to balance patient characteristics between treatment cohorts. Patients were stratified by age, gender, race, and SES. For each subgroup, Cox proportional hazard models were used to evaluate if there was a significant interaction (p < 0.10) between treatment and subgroup for recurrent VTE, MB, and CRNMB. Results In total, 22,135 apixaban and 45,840 warfarin patients with VTE were included. Post-IPTW, patient characteristics were balanced between treatment cohorts. In older patients, apixaban treatment was associated with significantly lower risks of recurrent VTE (hazard ratio [HR] 0.64; 95% confidence interval [CI] 0.52–0.79), MB (HR 0.65; 95% CI 0.57–0.75), and CRNMB (HR 0.79; 95% CI 0.75–0.85) versus warfarin. When stratified by demographics and SES, higher incidence rates of recurrent VTE, MB, and CRNMB were observed for black vs white patients and patients with lower vs higher SES. Comparison of apixaban with warfarin by different demographic and SES subgroups showed generally consistent results as the overall analysis. For most subgroups, no significant interaction was observed between treatment and subgroup strata for recurrent VTE, MB, and CRNMB. Conclusion Among older patients with VTE initiating apixaban or warfarin, higher rates of recurrent VTE and bleeding were observed in black patients and patients with lower SES. Apixaban had a lower risk of recurrent VTE, MB, and CRNMB compared to warfarin. Analyses of demographic and SES subgroups showed consistent findings. Supplementary Information The online version contains supplementary material available at 10.1007/s12325-021-01918-0.
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Affiliation(s)
- Alexander T Cohen
- Department of Hematological Medicine, Guy's and St Thomas' Hospitals, Guy's and St Thomas' NHS Foundation Trust, King's College London, Westminster Bridge Road, London, UK.
| | - Janvi Sah
- STATinMED Research, Ann Arbor, MI, USA
| | | | | | | | | | | | | | - Huseyin Yuce
- New York City College of Technology, City University of New York, New York, NY, USA
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Gibson CM, Yuet WC. Racial and Ethnic Differences in Response to Anticoagulation: A Review of the Literature. J Pharm Pract 2019; 34:685-693. [PMID: 31875763 DOI: 10.1177/0897190019894142] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Anticoagulants are among the most frequently prescribed medications in the United States. Racial and ethnic disparities in incidence and outcomes of thrombotic disorders are well-documented, but differences in response to anticoagulation are incompletely understood. OBJECTIVE The objective of this review is to describe the impact of race and ethnicity on surrogate and clinical end points related to anticoagulation and discuss racial or ethnic considerations for prescribing anticoagulants. METHODS A PubMed and MEDLINE search of clinical trials published between 1950 and May 2018 was conducted using search terms related to anticoagulation, specific anticoagulant drugs, race, and ethnicity. References of identified studies were also reviewed. English-language human studies on safety or efficacy of anticoagulants reporting data for different races or ethnicities were eligible for inclusion. RESULTS Seventeen relevant studies were identified. The majority of major trials reviewed for inclusion either did not include representative populations or did not report on the racial breakdown of participants. Racial differences in pharmacokinetics, dosing requirements, drug response, and/or safety end points were identified for unfractionated heparin, enoxaparin, argatroban, warfarin, rivaroxaban, and edoxaban. CONCLUSIONS Race appears to influence drug concentrations, dosing, or safety for some but not all direct oral anticoagulants. This information should be considered when selecting anticoagulant therapy for nonwhite individuals.
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Affiliation(s)
- Caitlin M Gibson
- Department of Pharmacotherapy, University of North Texas System College of Pharmacy, Fort Worth, TX, USA
| | - Wei C Yuet
- Department of Pharmacotherapy, University of North Texas System College of Pharmacy, Fort Worth, TX, USA
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Sullivan LT, Jackson LR, Thomas KL. Review of venous thromboembolism and race: the generalizability of treatment guidelines for high-risk populations. J Thromb Thrombolysis 2016; 42:167-71. [DOI: 10.1007/s11239-016-1352-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Insam C, Méan M, Limacher A, Angelillo-Scherrer A, Aschwanden M, Banyai M, Beer JH, Bounameaux H, Egloff M, Frauchiger B, Husmann M, Kucher N, Lämmle B, Matter C, Osterwalder J, Righini M, Staub D, Rodondi N, Aujesky D. Anticoagulation Management Practices and Outcomes in Elderly Patients with Acute Venous Thromboembolism: A Clinical Research Study. PLoS One 2016; 11:e0148348. [PMID: 26906217 PMCID: PMC4764360 DOI: 10.1371/journal.pone.0148348] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 12/06/2015] [Indexed: 12/01/2022] Open
Abstract
Whether anticoagulation management practices are associated with improved outcomes in elderly patients with acute venous thromboembolism (VTE) is uncertain. Thus, we aimed to examine whether practices recommended by the American College of Chest Physicians guidelines are associated with outcomes in elderly patients with VTE. We studied 991 patients aged ≥65 years with acute VTE in a Swiss prospective multicenter cohort study and assessed the adherence to four management practices: parenteral anticoagulation ≥5 days, INR ≥2.0 for ≥24 hours before stopping parenteral anticoagulation, early start with vitamin K antagonists (VKA) ≤24 hours of VTE diagnosis, and the use of low-molecular-weight heparin (LMWH) or fondaparinux. The outcomes were all-cause mortality, VTE recurrence, and major bleeding at 6 months, and the length of hospital stay (LOS). We used Cox regression and lognormal survival models, adjusting for patient characteristics. Overall, 9% of patients died, 3% had VTE recurrence, and 7% major bleeding. Early start with VKA was associated with a lower risk of major bleeding (adjusted hazard ratio 0.37, 95% CI 0.20–0.71). Early start with VKA (adjusted time ratio [TR] 0.77, 95% CI 0.69–0.86) and use of LMWH/fondaparinux (adjusted TR 0.87, 95% CI 0.78–0.97) were associated with a shorter LOS. An INR ≥2.0 for ≥24 hours before stopping parenteral anticoagulants was associated with a longer LOS (adjusted TR 1.2, 95% CI 1.08–1.33). In elderly patients with VTE, the adherence to recommended anticoagulation management practices showed mixed results. In conclusion, only early start with VKA and use of parenteral LMWH/fondaparinux were associated with better outcomes.
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Affiliation(s)
- Charlène Insam
- Department of General Internal Medicine, Bern University Hospital, Bern, Switzerland
- * E-mail:
| | - Marie Méan
- Department of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Andreas Limacher
- Clinical Trial Unit Bern, Department of Clinical Research and Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Anne Angelillo-Scherrer
- University Clinic of Hematology and Hematologic Central Laboratory, Bern University Hospital, Bern, Switzerland
| | - Markus Aschwanden
- Department of Angiology, Basel University Hospital, Basel, Switzerland
| | - Martin Banyai
- Division of Angiology, Cantonal Hospital of Lucerne, Lucerne, Switzerland
| | - Juerg- Hans Beer
- Department of Internal Medicine, Cantonal Hospital of Baden, Baden, Switzerland
| | - Henri Bounameaux
- Division of Angiology and Hemostasis, Geneva University Hospital, Geneva, Switzerland
| | - Michael Egloff
- Division of Diabetology, Geneva University Hospital, Geneva, Switzerland
| | - Beat Frauchiger
- Department of Internal Medicine, Cantonal Hospital of Frauenfeld, Frauenfeld, Switzerland
| | - Marc Husmann
- Department of Angiology, Zurich University Hospital, Zurich, Switzerland
| | - Nils Kucher
- Division of Angiology, Bern University Hospital, Bern, Switzerland
| | - Bernhard Lämmle
- University Clinic of Hematology and Hematologic Central Laboratory, Bern University Hospital, Bern, Switzerland
- Center for Thrombosis and Hemostasis, University Medical Center, Mainz, Germany
| | - Christian Matter
- Cardiovascular Research, Institute of Physiology, Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Joseph Osterwalder
- Emergency Department, Cantonal Hospital of St. Gallen, St. Gallen, Switzerland
| | - Marc Righini
- Division of Angiology and Hemostasis, Geneva University Hospital, Geneva, Switzerland
| | - Daniel Staub
- Department of Angiology, Basel University Hospital, Basel, Switzerland
| | - Nicolas Rodondi
- Department of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Drahomir Aujesky
- Department of General Internal Medicine, Bern University Hospital, Bern, Switzerland
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Baehr A, Peña JC, Hu DJ. Racial and Ethnic Disparities in Adverse Drug Events: A Systematic Review of the Literature. J Racial Ethn Health Disparities 2015; 2:527-36. [PMID: 26863559 DOI: 10.1007/s40615-015-0101-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 01/19/2015] [Accepted: 02/27/2015] [Indexed: 10/23/2022]
Abstract
The 2014 National Action Plan for Adverse Drug Event Prevention has recognized adverse drug events (ADEs) as a national priority in order to facilitate a nationwide reduction in patient harms from these events. Throughout this effort, it will be integral to identify populations that may be at particular risk in order to improve care for these patients. We have undertaken a systematic review to evaluate the evidence regarding racial or ethnic disparities in ADEs with particular emphasis on anticoagulants, diabetes agents, and opioids due to the clinical significance and preventability of ADEs associated with these medication classes. From an initial search yielding 3302 studies, we identified 40 eligible studies. Twenty-seven of these included studies demonstrated the presence of a racial or ethnic disparity. There was no consistent evidence for racial or ethnic disparities in the eight studies of ADEs in general. Asians were most frequently determined to be at higher risk of anticoagulant-related ADEs, and black patients were most frequently determined to be at higher risk for diabetes agents-related ADEs. Whites were most frequently identified as at increased risk for opioid-related ADEs. However, few of these studies were specifically designed to evaluate racial or ethnic disparities, lacking a standardized approach to racial/ethnic categorization as well as control for potential confounders. We suggest the need for targeted interventions to reduce ADEs in populations that may be at increased risk, and we suggest strategies for future research.
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Affiliation(s)
- Avi Baehr
- Division of Health Care Quality, Office of Disease Prevention and Health Promotion, US Department of Health and Human Services, 1101 Wootton Parkway, Suite 200, Rockville, MD, 20852, USA. .,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
| | - Juliet C Peña
- Division of Health Care Quality, Office of Disease Prevention and Health Promotion, US Department of Health and Human Services, 1101 Wootton Parkway, Suite 200, Rockville, MD, 20852, USA
| | - Dale J Hu
- Division of Health Care Quality, Office of Disease Prevention and Health Promotion, US Department of Health and Human Services, 1101 Wootton Parkway, Suite 200, Rockville, MD, 20852, USA
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Stuck AK, Méan M, Limacher A, Righini M, Jaeger K, Beer HJ, Osterwalder J, Frauchiger B, Matter CM, Kucher N, Egloff M, Aschwanden M, Husmann M, Angelillo-Scherrer A, Rodondi N, Aujesky D. The adherence to initial processes of care in elderly patients with acute venous thromboembolism. PLoS One 2014; 9:e100164. [PMID: 24983634 PMCID: PMC4077699 DOI: 10.1371/journal.pone.0100164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2014] [Accepted: 05/22/2014] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND We aimed to assess whether elderly patients with acute venous thromboembolism (VTE) receive recommended initial processes of care and to identify predictors of process adherence. METHODS We prospectively studied in- and outpatients aged ≥65 years with acute symptomatic VTE in a multicenter cohort study from nine Swiss university- and non-university hospitals between September 2009 and March 2011. We systematically assessed whether initial processes of care, which are recommended by the 2008 American College of Chest Physicians guidelines, were performed in each patient. We used multivariable logistic models to identify patient factors independently associated with process adherence. RESULTS Our cohort comprised 950 patients (mean age 76 years). Of these, 86% (645/750) received parenteral anticoagulation for ≥5 days, 54% (405/750) had oral anticoagulation started on the first treatment day, and 37% (274/750) had an international normalized ratio (INR) ≥2 for ≥24 hours before parenteral anticoagulation was discontinued. Overall, 35% (53/153) of patients with cancer received low-molecular-weight heparin monotherapy and 72% (304/423) of patients with symptomatic deep vein thrombosis were prescribed compression stockings. In multivariate analyses, symptomatic pulmonary embolism, hospital-acquired VTE, and concomitant antiplatelet therapy were associated with a significantly lower anticoagulation-related process adherence. CONCLUSIONS Adherence to several recommended processes of care was suboptimal in elderly patients with VTE. Quality of care interventions should particularly focus on processes with low adherence, such as the prescription of continued low-molecular-weight heparin therapy in patients with cancer and the achievement of an INR ≥2 for ≥24 hours before parenteral anticoagulants are stopped.
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Affiliation(s)
- Anna K. Stuck
- Division of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Marie Méan
- Division of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Andreas Limacher
- CTU Bern, Department of Clinical Research, and Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Marc Righini
- Division of Angiology and Hemostasis, Geneva University Hospital, Geneva, Switzerland
| | - Kurt Jaeger
- Division of Angiology, Basel University Hospital, Basel, Switzerland
| | | | - Joseph Osterwalder
- Emergency Department, Cantonal Hospital of St. Gallen, St. Gallen, Switzerland
| | - Beat Frauchiger
- Department of Internal Medicine, Cantonal Hospital of Frauenfeld, Frauenfeld, Switzerland
| | - Christian M. Matter
- Cardiovascular Research, Institute of Physiology, Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
- Division of Cardiology, Zurich University Hospital, Zurich, Switzerland
| | - Nils Kucher
- Division of Angiology, Bern University Hospital, Bern, Switzerland
| | - Michael Egloff
- Division of Diabetology, Geneva University Hospital, Geneva, Switzerland
| | - Markus Aschwanden
- Division of Angiology, Basel University Hospital, Basel, Switzerland
| | - Marc Husmann
- Clinic of Angiology, Zurich University Hospital, Zurich, Switzerland
| | - Anne Angelillo-Scherrer
- University Clinic of Hematology and Hematology Central Laboratory, Bern University Hospital, Bern, Switzerland
| | - Nicolas Rodondi
- Division of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Drahomir Aujesky
- Division of General Internal Medicine, Bern University Hospital, Bern, Switzerland
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Zakai NA, McClure LA, Judd SE, Safford MM, Folsom AR, Lutsey PL, Cushman M. Racial and regional differences in venous thromboembolism in the United States in 3 cohorts. Circulation 2014; 129:1502-9. [PMID: 24508826 PMCID: PMC4098668 DOI: 10.1161/circulationaha.113.006472] [Citation(s) in RCA: 110] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 01/13/2014] [Indexed: 11/16/2022]
Abstract
BACKGROUND Blacks are thought to have a higher risk of venous thromboembolism (VTE) than whites. However, prior studies are limited to administrative databases that lack specific information on VTE risk factors or have limited geographic scope. METHODS AND RESULTS We ascertained VTE from 3 prospective studies: the Atherosclerosis Risk in Communities Study (ARIC), the Cardiovascular Health Study (CHS), and the Reasons for Geographic and Racial Differences in Stroke study (REGARDS). We tested the association of race with VTE using Cox proportional hazard models adjusted for VTE risk factors. Over 438 090 person-years, 916 incident VTE events (302 in blacks) occurred in 51 149 individuals (17 318 blacks) who were followed up. In risk factor-adjusted models, blacks had a higher rate of VTE than whites in the CHS (hazard ratio, 1.81; 95% confidence interval, 1.20-2.73) but not ARIC (hazard ratio, 1.21; 95% confidence interval, 0.96-1.54). In REGARDS, there was a significant region-by-race interaction (P=0.01): Blacks in the Southeast had a significantly higher rate of VTE than blacks in the rest of the United States (hazard ratio, 1.63; 95% confidence interval, 1.08-2.48) that was not seen in whites (hazard ratio, 0.83; 95% confidence interval, 0.61-1.14). CONCLUSIONS The association of race with VTE differed in each cohort, which may reflect the different time periods of the studies or different regional rates of VTE. Further studies of environmental and genetic risk factors for VTE are needed to determine which underlie racial and perhaps regional differences in VTE.
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Cook NL, Bonds DE, Kiefe CI, Curtis JP, Krumholz HM, Kressin NR, Peterson ED. Centers for cardiovascular outcomes research: defining a collaborative vision. Circ Cardiovasc Qual Outcomes 2013; 6:223-8. [PMID: 23481526 DOI: 10.1161/circoutcomes.0b013e31828e8d5c] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recognizing the value of outcomes research to understand and bridge translational gaps, to establish evidence in clinical practice and delivery of medicine, and to generate new hypotheses on ongoing questions of treatment and care, the National Heart, Lung, and Blood Institute of the National Institutes of Health established the Centers for Cardiovascular Outcomes Research program in 2010. METHODS AND RESULTS The National Heart, Lung, and Blood Institute funded 3 centers and a research coordinating unit. Each center has an independent project focus, including (1) characterizing care transition and predicting clinical events and quality of life for patients discharged after an acute coronary syndrome; (2) identifying center and regional factors associated with better patient outcomes across several cardiovascular conditions and procedures; and (3) examining the impact of healthcare reform in Massachusetts on overall and disparate care and outcomes for several cardiovascular conditions and venous thromboembolism. Cross-program collaborations seek to advance the field methodologically and to develop early-stage investigators committed to careers in outcomes research. CONCLUSIONS The Centers for Cardiovascular Outcomes Research program represents a significant investment in cardiovascular outcomes research by the National Heart, Lung, and Blood Institute. The vision of this program is to leverage scientific rigor and cross-program collaboration to advance the science of healthcare delivery and outcomes beyond what any individual unit could achieve alone.
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Affiliation(s)
- Nakela L Cook
- National Heart, Lung, and Blood Institute, 31 Center Drive, Bethesda, MD 20814, USA.
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Affiliation(s)
- Tyler W Buckner
- Pathology and Laboratory Medicine, Chapel Hill, NC 27599, USA.
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17
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Heit JA, Beckman MG, Bockenstedt PL, Grant AM, Key NS, Kulkarni R, Manco-Johnson MJ, Moll S, Ortel TL, Philipp CS. Comparison of characteristics from White- and Black-Americans with venous thromboembolism: a cross-sectional study. Am J Hematol 2010; 85:467-71. [PMID: 20575037 DOI: 10.1002/ajh.21735] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
When compared with Whites, Black-Americans may have a 40% higher incidence venous thromboembolism (VTE) incidence. However, whether other VTE characteristics and risk factors vary by race is uncertain. To compare demographic and baseline characteristics among White- and Black-Americans with VTE, we used data prospectively collected from consecutive consenting adults enrolled in seven Centers for Disease Control (CDC) Thrombosis and Hemostasis Centers from August 2003 to March 2009. These characteristics were compared among Whites (n = 2002) and Blacks (n = 395) with objectively diagnosed VTE, both overall, and by age and gender. When compared with Whites, Blacks had a significantly higher proportion with pulmonary embolism (PE), including idiopathic PE among Black women, and a significantly higher proportion of Blacks were women. Blacks had a significantly higher mean BMI and a significantly lower proportion with recent surgery, trauma or infection, family history of VTE, and documented thrombophilia (solely from reduced factor V Leiden and prothrombin G20210A prevalence). Conversely, Blacks had a significantly higher proportion with hypertension, diabetes mellitus, chronic renal disease and dialysis, HIV, and sickle cell disease. When compared with White women, Black women had a significantly lower proportion with recent oral contraceptive use or hormone therapy. We conclude that Whites and Blacks differ significantly regarding demographic and baseline characteristics that may be risk factors for VTE. The prevalence of transient VTE risk factors and idiopathic VTE among Blacks appears to be lower and higher, respectively, suggesting that heritability may be important in the etiology of VTE among Black-Americans.
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Affiliation(s)
- John A Heit
- Mayo Clinic Thrombophilia Center, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.
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Hooper WC. Venous thromboembolism in African-Americans: a literature-based commentary. Thromb Res 2009; 125:12-8. [PMID: 19573896 DOI: 10.1016/j.thromres.2009.04.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2008] [Revised: 04/28/2009] [Accepted: 04/28/2009] [Indexed: 11/28/2022]
Abstract
Among the cardiovascular diseases and after ischemic heart disease and stroke, venous thromboembolism (VTE) is the third leading cause of death in the U.S. (3). Although VTE is seen across most ethnic groups in the U.S. as well as throughout the world, the rate varies. In the U.S., American Indians/Alaskan Natives as well as Asians have been reported to have a significantly lower rate of deep vein thrombosis (DVT) and pulmonary embolism (PE) as compared to blacks and whites. In sharp conrast blacks appear to have much higher rates than whites. Although these rate differences are thought in part by some to be attributable to disparities in diagnosis and care as well as genetics, it nevertheless is important to define as well as to understand the true incidence and impact so that both public health and clinical resources can be maximally utilized. The purpose of this commentary is to review the VTE burden in the U.S. with respect to ethnicity in terms of clinical demographics and genetics with particular emphasis on blacks.
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Affiliation(s)
- W Craig Hooper
- National Center for Birth Defects and Developmental Disabilities, Division of Blood Disorders, Centers for Disease Control and Prevention, MS D02, 1600 Clifton Rd, Atlanta GA 30333, USA.
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Abstract
Venous thromboembolism (VTE) has long been considered a disease that affects predominantly white populations, a misconception resulting from a paucity of epidemiological data from non-Western countries, and the low incidence of hereditary thrombophilia in those of non-Caucasian background. Over the last decade, interest has grown in this area with the emergence of evidence that VTE is as prevalent, if not more so, in the black population and is also common in Asian groups. Much is still to be learned, as our current knowledge of hereditary thrombophilia and acquired risk factors do not fully explain the risk of VTE in non-Caucasian groups. This review summarises the current understanding of ethnic variation in VTE and highlights the need for further research in this area.
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Affiliation(s)
- Lara N Roberts
- King's Thrombosis Centre, King's College Hospital, Denmark Hill, London SE5 9RS, UK.
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Rose AJ, Berlowitz DR, Frayne SM, Hylek EM. Measuring quality of oral anticoagulation care: extending quality measurement to a new field. Jt Comm J Qual Patient Saf 2009; 35:146-55. [PMID: 19326806 DOI: 10.1016/s1553-7250(09)35019-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Oral anticoagulation with warfarin is an increasingly common medical intervention. Despite its efficacy, warfarin is difficult to manage, contributing to potential for patient harm. Efforts to measure the quality of oral anticoagulation care have focused disproportionately on the identification of ideal candidates for warfarin therapy, with comparatively little effort in measuring the quality of oral anticoagulation care once therapy has begun. To address this gap in the literature, a MEDLINE search was conducted for all papers relevant to possible quality measures in oral anticoagulation care, including measures of structure, process, and outcomes of care. LIMITATIONS, CONCERNS, AND CHALLENGES OF QUALITY MEASUREMENT IN ORAL ANTICOAGULATION Because they do not have intrinsic significance, measures of structure and process should be strongly related to outcomes that matter to merit our interest. Consensus guidelines may provide useful guidance to practicing clinicians but may not represent valid process measures. Outcome measures must be studied with databases that provide sufficient statistical power to reliably demonstrate real differences between providers or sites of care. CONCLUSION Oral anticoagulation care, a common and serious condition, is in need of a program of quality measurement. This article suggests a research agenda to begin such a program. Previous research has established the evidence for anticoagulant therapy across a broad spectrum of indications and has helped to achieve consensus on the optimal target intensity for various indications. The next task will be to use this body of evidence to develop valid measures of the structure, process, and outcomes of oral anticoagulation care. Quality indicators provide a framework for quality improvement, two goals of which are to maximize the effectiveness of therapy and to minimize harm.
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Affiliation(s)
- Adam J Rose
- Center for Health Quality, Outcomes and Economic Research, Bedford VA Medical Center, Bedford, MA, USA.
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Aujesky D, Jiménez D, Mor MK, Geng M, Fine MJ, Ibrahim SA. Weekend versus weekday admission and mortality after acute pulmonary embolism. Circulation 2009; 119:962-8. [PMID: 19204300 DOI: 10.1161/circulationaha.108.824292] [Citation(s) in RCA: 124] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Optimal management of acute pulmonary embolism (PE) requires medical expertise, diagnostic testing, and therapies that may not be available consistently throughout the entire week. We sought to assess whether associations exist between weekday or weekend admission and mortality and length of hospital stay for patients hospitalized with PE. METHODS AND RESULTS We evaluated patients discharged with a primary diagnosis of PE from 186 acute care hospitals in Pennsylvania (January 2000 to November 2002). We used random-effect logistic models to study the association between weekend admission and 30-day mortality and used discrete survival models to study the association between weekend admission and time to hospital discharge, adjusting for hospital (region, size, and teaching status) and patient factors (race, insurance, severity of illness, and use of thrombolytic therapy). Among 15 531 patient discharges with PE, 3286 patients (21.2%) had been admitted on a weekend. Patients admitted on weekends had a higher unadjusted 30-day mortality rate (11.1% versus 8.8%) than patients admitted on weekdays, with no difference in length of stay. Patients admitted on weekends had significantly greater adjusted odds of dying (odds ratio 1.17, 95% confidence interval 1.03 to 1.34) than patients admitted on weekdays. The higher mortality among patients hospitalized on weekends was driven by the increased mortality rate among the most severely ill patients. CONCLUSIONS Patients with PE who are admitted on weekends have a significantly higher short-term mortality than patients admitted on weekdays. Quality-improvement efforts should aim to ensure a consistent approach to the management of PE 7 days a week.
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Affiliation(s)
- Drahomir Aujesky
- Service de Médecine Interne, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland.
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Aujesky D, Mor MK, Geng M, Fine MJ, Renaud B, Ibrahim SA. Hospital volume and patient outcomes in pulmonary embolism. CMAJ 2008; 178:27-33. [PMID: 18166728 DOI: 10.1503/cmaj.070743] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND In numerous high-risk medical and surgical conditions, a greater volume of patients undergoing treatment in a given setting or facility is associated with better survival. For patients with pulmonary embolism, the relation between the number of patients treated in a hospital (volume) and patient outcome is unknown. METHODS We studied discharge records from 186 acute care hospitals in Pennsylvania for a total of 15 531 patients for whom the primary diagnosis was pulmonary embolism. The study outcomes were all-cause mortality in hospital and within 30 days after presentation for pulmonary embolism and the length of hospital stay. We used logistic models to study the association between hospital volume and 30-day mortality and discrete survival models to study the association between in-hospital mortality and time to hospital discharge. RESULTS The median annual hospital volume for pulmonary embolism was 20 patients (interquartile range 10-42). Overall in-hospital mortality was 6.0%, whereas 30-day mortality was 9.3%. In multivariable analysis, very-high-volume hospitals (> or = 42 cases per year) had a significantly lower odds of in-hospital death (odds ratio [OR] 0.71, 95% confidence interval [CI] 0.51-0.99) and of 30-day death (OR 0.71, 95% CI 0.54-0.92) than very-low-volume hospitals (< 10 cases per year). Although patients in the very-high-volume hospitals had a slightly longer length of stay than those in the very-low-volume hospitals (mean difference 0.7 days), there was no association between volume and length of stay. INTERPRETATION In hospitals with a high volume of cases, pulmonary embolism was associated with lower short-term mortality. Further research is required to determine the causes of the relation between volume and outcome for patients with pulmonary embolism.
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Affiliation(s)
- Drahomir Aujesky
- Division of Internal Medicine, University of Lausanne, Lausanne, Switzerland.
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