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Li HL, Zhang H, Chan YC, Cheng SW. Prevalence and risk factors of hospital acquired venous thromboembolism. Phlebology 2024:2683555241297566. [PMID: 39499060 DOI: 10.1177/02683555241297566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2024]
Abstract
OBJECTIVES To investigate the prevalence, clinical characteristics and risk factors of hospital acquired venous thromboembolism (HA-VTE) in a Chinese Hospital. METHODS Retrospective analysis of patients diagnosed as HA-VTE in a single institution from January 2016 to December 2022 was performed. Patients with VTE prior to admission or within 48 h after admission were excluded. Demographic data of patients was retrieved from the electronic medical database, and parameters affecting the occurrence of HA-VTE were analyzed. RESULTS 4,022 patients from 321,997 episodes of medical admissions were diagnosed as VTE. Among these, 952 (23.7%) fulfilled the criteria of HA-VTE, corresponding to an incidence of 0.296%. 76% of patients presented with HA-deep vein thrombosis (DVT) alone, 13% presented with isolated HA-pulmonary embolism (PE), and 11% presented with concomitant HA- DVT and PE. Risk factor analyses showed statistically higher incidence in patients with elder age (67.5 ± 15.5 vs 48.3 ± 17.2 years, p < .001), male gender (0.346% vs 0.262%, p < .001), malignancy (0.513% vs 0.252%, p < .001), trauma (0.659% vs 0.28%, p < .001), emergency admission (0.664% vs 0.186%, p < .001), ICU stay (2.981% vs 0.226%, p < .001), and patients undergoing major surgery (0.702% vs 0.176%, p < .001). Patients with HA-VTE had longer hospital stay (22.5 ± 26.6 vs 7.21 ± 9.23 days, p < .001) and higher mortality rate (8.51% vs 1.01%, p < .001). The crude incidence rate of HA-VTE increased annually from 0.75 per 1,000 patients in 2016 to 5.89 per 1,000 patients in 2022. The subspecialties with the highest incidence rate of HA-VTE were cardiovascular surgery (1.40%), neurosurgery (1.10%), and respiratory medicine (0.72%). CONCLUSION This is one of the few large scale studies to show that HA-VTE, accounting for nearly one quarter of all VTE events, occurs in 0.296% of adult hospitalizations. Patients with elder age, malignancy, ICU stay, and undergoing major surgery require more intensive HA-VTE surveillance and prevention.
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Affiliation(s)
- Hai-Lei Li
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
| | - He Zhang
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong - Shenzhen Hospital, Shenzhen, China
| | - Yiu Che Chan
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong - Shenzhen Hospital, Shenzhen, China
| | - Stephen W Cheng
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
- Division of Vascular Surgery, Department of Surgery, The University of Hong Kong - Shenzhen Hospital, Shenzhen, China
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Davis CR, Beeson T, Porter HM, Giuliano KK. Evaluation of a Novel Mechanical Compression Device. Am J Nurs 2024; 124:54-60. [PMID: 39446517 DOI: 10.1097/01.naj.0001081748.24595.eb] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2024]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a leading preventable cause of death in hospitalized patients. Current intermittent pneumatic compression (IPC) devices used to provide external mechanical compression for VTE prevention are associated with a multitude of clinical challenges that often result in subtherapeutic use. A comparative study was conducted of the real-world clinical use of a novel mechanical compression device (MCD) and a current IPC device. PURPOSE The purpose of this quality improvement project was to compare use of the novel MCD and the standard IPC device on three clinical inpatient hospital units. Comparisons were based on the following patient outcome measures: evaluation of wear time, adherence to optimal wear time, evaluation of both patient comfort and device satisfaction, and perceived impact on mobility goals. Nurses' satisfaction with the clinical usability for mobility was also measured. METHODS This project used a pre-post design. A convenience sample of 89 surgical patients on the three clinical study units and 63 nursing staff members were recruited for the study. Data were collected using electronic health records, MCD data records, patient surveys, and nursing staff surveys. Data were analyzed using descriptive statistics and independent sample t tests. In the preintervention period, data were collected using the current IPC device. Nursing staff were then trained on use of the MCD. In the postintervention period, the MCDs were used in place of the IPC devices. RESULTS MCD patients had significantly longer (P ≤ 0.001) wear time (mean, 19.3 hours/day) compared with IPC patients (mean, 12.9 hours/day). MCD patients also reported significantly better sleep (P = 0.04), fewer problems with sweaty legs (P ≤ 0.001), and improved assistance with mobility goals (P ≤ 0.001) than IPC patients. Nursing staff reported significantly improved accuracy of mobility documentation (P ≤ 0.001) with the MCD, but no differences in their perception of patient satisfaction with meeting mobility goals. CONCLUSIONS Use of the MCD device for VTE prophylaxis resulted in actual and perceived improvements from the perspective of both patients and nurses. While these results provide initial data in support of a potentially promising system, more research is needed.
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Affiliation(s)
- Carmen R Davis
- Carmen R. Davis, Terrie Beeson, and Haley M. Porter are clinical nurse specialists at Indiana University Health University Hospital in Indianapolis, IN. Karen K. Giuliano is a professor at the University of Massachusetts, Amherst Institute for Applied Life Sciences and codirector of the Elaine Marieb Center for Nursing and Engineering Innovation in Amherst, MA. Contact author: Carmen R. Davis, . The authors received an educational grant for the dissemination of this work from Recovery Force Health, LLC, which also supplied the mechanical compression devices used in this QI project. The authors have disclosed no potential conflicts of interest, financial or otherwise
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Ferreira BÁ, Danielian PLLB, Caetano GC, Ferreira CRL, de Oliveira MA, Colosimo EA, de Bastos M, Rezende SM. Incidence of venous thromboembolism and adequacy of thromboprophylaxis in 2380 acutely-ill hospitalized patients: Results from the PROFMiG cohort study. Thromb Res 2024; 243:109145. [PMID: 39244871 DOI: 10.1016/j.thromres.2024.109145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 09/02/2024] [Accepted: 09/04/2024] [Indexed: 09/10/2024]
Abstract
INTRODUCTION Hospital-acquired venous thromboembolism (VTE) is a major cause of preventable deaths. Incidence of VTE and adequacy of thromboprophylaxis have rarely been reported in low-resourced countries. The aim of this study was to estimate the incidence of VTE and to evaluate the adequacy of thromboprophylaxis in acutely-ill medical hospitalized patients. METHODS The PROFMiG is a prospective cohort study conducted in Brazil. We consecutively enrolled adult (> 18 years) acutely-ill hospitalized medical patients at admission. Risk assessment for VTE was evaluated by the IMPROVE7 (International Medical Prevention Registry on Venous Thromboembolism). Outcomes were death and VTE events during hospital stay up to 90 days after discharge. All VTE and death events were adjudicated. We also evaluated pulmonary embolism-related death and adequacy of thromboprophylaxis. VTE incidence was estimated by competing risk methods. RESULTS A total of 2380 participants was included. Median age was 70 years, 56.1 % women, median length of hospital stay was 10 days. A total of 2052 (86.3 %) patients were classified as low-risk for VTE, 30 (1.3 %) patients had objectively confirmed VTE, and 1449 (60.8 %) received inadequate thromboprophylaxis. The overall mortality rate was 14.0 %. Cumulative incidence of VTE was 2.0 % (95 % confidence interval 0.9 %-3.8 %) at 130 days after admission when considering death as competing risk. CONCLUSION The cumulative incidence of VTE in this cohort corroborates with that reported in high-resourced countries. Despite recommendation, thromboprophylaxis was mostly inadequate. We suggest the adoption of competing risk analysis to estimate the cumulative incidence of VTE in hospitalized patients.
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Affiliation(s)
- Bruno Ávila Ferreira
- Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil; Hospital Governador Israel Pinheiro, Belo Horizonte, Minas Gerais, Brazil
| | | | - Geovanna Cota Caetano
- Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Cássia Rodrigues Lima Ferreira
- Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil; Hospital Governador Israel Pinheiro, Belo Horizonte, Minas Gerais, Brazil
| | | | - Enrico Antônio Colosimo
- Department of Statistics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Marcos de Bastos
- Hospital Governador Israel Pinheiro, Belo Horizonte, Minas Gerais, Brazil
| | - Suely Meireles Rezende
- Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
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Pollock AB, Harrell KN, Miles MVP, Garrett ES, Carter BL, Maxwell RA. Increasing the Rate of Venous Thromboembolism Chemoprophylaxis Administration Using the Electronic Medical Record. J Pharm Pract 2024; 37:1157-1163. [PMID: 38355403 DOI: 10.1177/08971900241232565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
Introduction: Venous thromboembolism (VTE) remains a leading cause of preventable harm among hospitalized patients. Pharmacologic VTE prophylaxis reduces the rate of in-hospital VTE by 60%, but medication administration is often missed for various reasons. Electronic medical record (EMR) prompts may be a useful tool to decrease withholding of critical VTE chemoprophylaxis medications. Methods: In August 2021, an EMR prompt was implemented at a tertiary referral academic medical center mandating nursing staff to contact a provider for approval before withholding VTE chemoprophylaxis. A pre-intervention group from August 2020 to August 2021 was compared to a post-intervention group from August 2021 to August 2022. Rates of VTE chemoprophylaxis withholding were compared between the groups with a P < .01 considered significant. Results: A total of 16,395 patients prescribed VTE chemoprophylaxis were reviewed, with 13,395 (81.7%) receiving low molecular weight heparin. Of the 16,395 patients included, 10,701 (65.3%) were medical and 5694 (34.7%) were surgical. Patients in the pre-intervention cohort (n = 8803) and post-intervention cohort (n = 7592) were similar in hospital length of stay and duration of DVT prophylaxis. In the post-intervention group, the frequency of surgical patients with at least one missed dose had increased by 4.2% (P = .002), with the trauma and acute care surgery (TACS) show an increase of 6.6% (P < .001). However, the frequency of medical patients and non-TACS patients with missed doses decreased by 3.1% (P = .002) and 1.0% (<.001), respectively. Conclusions: EMR prompts appear to be a low-cost intervention that increases the rate of VTE prophylaxis administration among medical and elective surgery patients.
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Affiliation(s)
- Aaron B Pollock
- Department of Surgery, University of Tennessee College of Medicine Chattanooga, Chattanooga, TN, USA
| | - Kevin N Harrell
- Department of Surgery, University of Tennessee College of Medicine Chattanooga, Chattanooga, TN, USA
| | - M Victoria P Miles
- Department of Surgery, University of Tennessee College of Medicine Chattanooga, Chattanooga, TN, USA
| | | | | | - Robert A Maxwell
- Department of Surgery, University of Tennessee College of Medicine Chattanooga, Chattanooga, TN, USA
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Weinstein T, Altshuler D, Lafond E, Katz A. Elevated Anti-Xa in the Setting of Prophylactic Unfractionated Subcutaneous Heparin Administration. J Pharm Pract 2024; 37:1209-1213. [PMID: 38237567 DOI: 10.1177/08971900241228951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2024]
Abstract
Venous thromboembolism prophylaxis with subcutaneous unfractionated heparin or low molecular weight heparin is a common practice in hospitalized patients. Typically, prophylactic doses of these medications have poor bioavailability and thus do not reach therapeutic serum concentrations. However, in certain circumstances, heparin binding proteins may become saturated. Here we report a case series of 5 patients who had elevated anti-Xa levels while receiving prophylactic dosing of subcutaneous unfractionated heparin.
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Affiliation(s)
- Tatiana Weinstein
- Division of Pulmonary Critical Care, NYU Langone Health, New York, NY, USA
| | - Diana Altshuler
- Department of Pharmacy, NYU Langone Health, New York, NY, USA
| | - Elyse Lafond
- Division of Pulmonary Critical Care, NYU Langone Health, New York, NY, USA
| | - Alyson Katz
- Department of Pharmacy, NYU Langone Health, New York, NY, USA
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Wang H, Kim SJ, Lei Y, Wang S, Wang H, Huang H, Zhang H, Tsung A. Neutrophil extracellular traps in homeostasis and disease. Signal Transduct Target Ther 2024; 9:235. [PMID: 39300084 DOI: 10.1038/s41392-024-01933-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 06/25/2024] [Accepted: 07/16/2024] [Indexed: 09/22/2024] Open
Abstract
Neutrophil extracellular traps (NETs), crucial in immune defense mechanisms, are renowned for their propensity to expel decondensed chromatin embedded with inflammatory proteins. Our comprehension of NETs in pathogen clearance, immune regulation and disease pathogenesis, has grown significantly in recent years. NETs are not only pivotal in the context of infections but also exhibit significant involvement in sterile inflammation. Evidence suggests that excessive accumulation of NETs can result in vessel occlusion, tissue damage, and prolonged inflammatory responses, thereby contributing to the progression and exacerbation of various pathological states. Nevertheless, NETs exhibit dual functionalities in certain pathological contexts. While NETs may act as autoantigens, aggregated NET complexes can function as inflammatory mediators by degrading proinflammatory cytokines and chemokines. The delineation of molecules and signaling pathways governing NET formation aids in refining our appreciation of NETs' role in immune homeostasis, inflammation, autoimmune diseases, metabolic dysregulation, and cancer. In this comprehensive review, we delve into the multifaceted roles of NETs in both homeostasis and disease, whilst discussing their potential as therapeutic targets. Our aim is to enhance the understanding of the intricate functions of NETs across the spectrum from physiology to pathology.
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Affiliation(s)
- Han Wang
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Susan J Kim
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Yu Lei
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shuhui Wang
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hui Wang
- Department of Medical Genetics, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hai Huang
- Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Hongji Zhang
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA.
| | - Allan Tsung
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA.
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Repp AB, Sparks AD, Wilkinson K, Roetker NS, Schaefer JK, Li A, McClure LA, Terrell DR, Ferraris A, Adamski A, Smith NL, Zakai NA. Factors associated with venous thromboembolism pharmacoprophylaxis initiation in hospitalized medical patients: the Medical Inpatients Thrombosis and Hemostasis study. J Thromb Haemost 2024:S1538-7836(24)00502-6. [PMID: 39260742 DOI: 10.1016/j.jtha.2024.08.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 08/02/2024] [Accepted: 08/19/2024] [Indexed: 09/13/2024]
Abstract
BACKGROUND Although guidelines recommend risk assessment for hospital-acquired venous thromboembolism (HA-VTE) to inform prophylaxis decisions, studies demonstrate inappropriate utilization of pharmacoprophylaxis in hospitalized medical patients. Predictors of pharmacoprophylaxis initiation in medical inpatients remain largely unknown. OBJECTIVES To determine factors associated with HA-VTE pharmacoprophylaxis initiation in adults hospitalized on medical services. METHODS We performed a cohort study using electronic health record data from adult patients hospitalized on medical services at 4 academic medical centers between 2016 and 2019. Main measures were candidate predictors of HA-VTE pharmacoprophylaxis initiation, including known HA-VTE risk factors, predicted HA-VTE risk, and bleeding diagnoses present on admission. RESULTS Among 111 550 admissions not on intermediate or full-dose anticoagulation, 48 520 (43.5%) received HA-VTE pharmacoprophylaxis on the day of or the day after admission. After adjustment for age, sex, race/ethnicity, and study site, the strongest clinical predictors of HA-VTE pharmacoprophylaxis initiation were malnutrition and chronic obstructive pulmonary disease. Thrombocytopenia and history of gastrointestinal bleeding were associated with decreased odds of HA-VTE pharmacoprophylaxis initiation. Patients in the highest 2 tertiles of predicted HA-VTE risk were less likely to receive HA-VTE pharmacoprophylaxis than patients in the lowest (first) tertile (OR, 0.84; 95% CI, 0.81-0.86 for the second tertile; OR, 0.95; 95% CI, 0.92-0.98 for the third tertile). CONCLUSION Among patients not already receiving anticoagulants, HA-VTE pharmacoprophylaxis initiation during the first 2 hospital days was lower in patients with a higher predicted HA-VTE risk and those with risk factors for bleeding. Reasons for not initiating pharmacoprophylaxis in those with a higher predicted HA-VTE risk could not be assessed.
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Affiliation(s)
- 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.
| | - Andrew D Sparks
- Department of Medical Biostatistics, University of Vermont, Burlington, Vermont, USA
| | - Katherine Wilkinson
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Nicholas S Roetker
- Department of Medicine, Hennepin Healthcare & Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
| | - Jordan K Schaefer
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, Michigan, USA
| | - Ang Li
- Section of Hematology-Oncology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Leslie A McClure
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA; Department of Epidemiology and Biostatistics, College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
| | - Deirdra R Terrell
- Department of Biostatistics & Epidemiology, Hudson College of Public Health, Oklahoma City, Oklahoma, USA
| | - Augusto Ferraris
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Alys Adamski
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Nicholas L Smith
- 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
| | - Neil A Zakai
- 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; Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
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Al-Dorzi HM, Arishi H, Al-Hameed FM, Burns KEA, Mehta S, Jose J, Alsolamy SJ, Abdukahil SAI, Afesh LY, Alshahrani MS, Mandourah Y, Almekhlafi GA, Almaani M, Al Bshabshe A, Finfer S, Arshad Z, Khalid I, Mehta Y, Gaur A, Hawa H, Buscher H, Lababidi H, Al Aithan A, Al-Dawood A, Arabi YM. Performance of Risk Assessment Models for VTE in Patients Who Are Critically Ill Receiving Pharmacologic Thromboprophylaxis: A Post Hoc Analysis of the Pneumatic Compression for Preventing VTE Trial. Chest 2024:S0012-3692(24)05130-4. [PMID: 39232999 DOI: 10.1016/j.chest.2024.07.182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 06/30/2024] [Accepted: 07/05/2024] [Indexed: 09/06/2024] Open
Abstract
BACKGROUND The diagnostic performance of the available risk assessment models for VTE in patients who are critically ill receiving pharmacologic thromboprophylaxis is unclear. RESEARCH QUESTION For patients who are critically ill receiving pharmacologic thromboprophylaxis, do risk assessment models predict who would develop VTE or who could benefit from adjunctive pneumatic compression for thromboprophylaxis? STUDY DESIGN AND METHODS In this post hoc analysis of the Pneumatic Compression for Preventing VTE (PREVENT) trial, different risk assessment models for VTE (ICU-VTE, Kucher, Intermountain, Caprini, Padua, and International Medical Prevention Registry on VTE [IMPROVE] models) were evaluated. Receiver-operating characteristic curves were constructed, and the sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios were calculated. In addition, subgroup analyses were performed evaluating the effect of adjunctive pneumatic compression vs none on the study primary outcome. RESULTS Among 2,003 patients receiving pharmacologic thromboprophylaxis, 198 (9.9%) developed VTE. With multivariable logistic regression analysis, the independent predictors of VTE were Acute Physiology and Chronic Health Evaluation II score, prior immobilization, femoral central venous catheter, and invasive mechanical ventilation. All risk assessment models had areas under the curve < 0.60 except for the Caprini model (0.64; 95% CI, 0.60-0.68). The Caprini, Padua, and Intermountain models had high sensitivity (> 85%) but low specificity (< 20%) for predicting VTE, whereas the ICU-VTE, Kucher, and IMPROVE models had low sensitivities (< 15%) but high specificities (> 85%). The positive predictive value was low (< 20%) for all studied cutoff scores, whereas the negative predictive value was mostly > 90%. Using the risk assessment models to stratify patients into high- vs low-risk subgroups, the effect of adjunctive pneumatic compression vs pharmacologic prophylaxis alone did not differ across the subgroups (Pinteraction > .05). INTERPRETATION The risk assessment models for VTE performed poorly in patients who are critically ill receiving pharmacologic thromboprophylaxis. None of the models identified a subgroup of patients who might benefit from adjunctive pneumatic compression. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov; No.: NCT02040103; URL: www. CLINICALTRIALS gov. ISRCTN44653506.
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Affiliation(s)
- Hasan M Al-Dorzi
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Hatim Arishi
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Fahad M Al-Hameed
- Intensive Care Department, Ministry of National Guard Health Affairs, Jeddah, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Jeddah, Kingdom of Saudi Arabia
| | - Karen E A Burns
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada; Unity Health Toronto-St Michael's Hospital, Toronto, ON, Canada; Li Ka Shing Knowledge Institute, Toronto, ON, Canada
| | - Sangeeta Mehta
- Department of Medicine, University of Toronto, Toronto, ON, Canada; Medical Surgical ICU, Sinai Health, Toronto, ON, Canada
| | - Jesna Jose
- King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Sami J Alsolamy
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Sheryl Ann I Abdukahil
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Lara Y Afesh
- King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Mohammed S Alshahrani
- Department of Emergency and Critical Care Medicine, College of Medicine, King Fahd Hospital of the University, Imam Abdulrahman Bin Faisal University, Dammam, Kingdom of Saudi Arabia
| | - Yasser Mandourah
- Military Medical Services, Ministry of Defense, Riyadh, Kingdom of Saudi Arabia
| | - Ghaleb A Almekhlafi
- Department of Intensive Care Services, Prince Sultan Military Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Mohammed Almaani
- Department of Pulmonary and Critical Care Medicine, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Ali Al Bshabshe
- Department of Critical Care Medicine, King Khalid University, Asir Central Hospital, Abha, Kingdom of Saudi Arabia
| | - Simon Finfer
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Zia Arshad
- Department of Anesthesiology and Critical Care, King George's Medical University, Lucknow, India
| | - Imran Khalid
- Critical Care Section, Department of Medicine, King Faisal Specialist Hospital & Research Centre, Jeddah, Kingdom of Saudi Arabia
| | - Yatin Mehta
- Institute of Critical Care and Anaesthesiology, Medanta-The Medicity, Gurgaon, Haryana, India
| | - Atul Gaur
- Intensive Care Department, Gosford Hospital, Gosford, NSW, Australia
| | - Hassan Hawa
- Critical Care Medicine Department, King Faisal Specialist Hospital & Research Centre, Jeddah, Kingdom of Saudi Arabia
| | - Hergen Buscher
- Department of Intensive Care Medicine, Centre for Applied Medical Research, St. Vincent's Hospital, University of New South Wales, Sydney, NSW, Australia
| | - Hani Lababidi
- Department of Pulmonary and Critical Care Medicine, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Abdulsalam Al Aithan
- Intensive Care Division, Department of Medicine, King Abdulaziz Hospital, Al Ahsa, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Al Ahsa, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Al Ahsa, Kingdom of Saudi Arabia
| | - Abdulaziz Al-Dawood
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia
| | - Yaseen M Arabi
- Intensive Care Department, Ministry of National Guard Health Affairs, Riyadh, Kingdom of Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Kingdom of Saudi Arabia; King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia.
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Jin J, Lu J, Su X, Xiong Y, Ma S, Kong Y, Xu H. Development and Validation of an ICU-Venous Thromboembolism Prediction Model Using Machine Learning Approaches: A Multicenter Study. Int J Gen Med 2024; 17:3279-3292. [PMID: 39070227 PMCID: PMC11283785 DOI: 10.2147/ijgm.s467374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 07/12/2024] [Indexed: 07/30/2024] Open
Abstract
Purpose The purpose of this study was to establish and validate machine learning-based models for predicting the risk of venous thromboembolism (VTE) in intensive care unit (ICU) patients. Patients and Methods The clinical data of 1494 ICU patients who underwent Doppler ultrasonography or venography between December 2020 and March 2023 were extracted from three tertiary hospitals. The Boruta algorithm was used to screen the essential variables associated with VTE. Five machine learning algorithms were employed: Random Forest (RF), eXtreme Gradient Boosting (XGBoost), Support Vector Machine (SVM), Gradient Boosting Decision Tree (GBDT), and Logistic Regression (LR). Hyperparameter optimization was conducted on the predictive model of the training dataset. The performance in the validation dataset was measured using indicators, including the area under curve (AUC) of the receiver operating characteristic (ROC) curve, specificity, and F1 score. Finally, the optimal model was interpreted using the SHapley Additive exPlanation (SHAP) package. Results The incidence of VTE among the ICU patients in this study was 26.04%. We screened 19 crucial features for the risk prediction model development. Among the five models, the RF model performed best, with an AUC of 0.788 (95% CI: 0.738-0.838), an accuracy of 0.759 (95% CI: 0.709-0.809), a sensitivity of 0.633, and a Brier score of 0.166. Conclusion A machine learning-based model for prediction of VTE in ICU patients were successfully developed, which could assist clinical medical staff in identifying high-risk populations for VTE in the early stages so that prevention measures can be implemented to reduce the burden on the ICU patients.
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Affiliation(s)
- Jie Jin
- School of Nursing, Binzhou Medical University, Binzhou, People’s Republic of China
| | - Jie Lu
- School of Nursing, Binzhou Medical University, Binzhou, People’s Republic of China
| | - Xinyang Su
- Department of Spine Surgery, Binzhou Medical University Hospital, Binzhou, People’s Republic of China
| | - Yinhuan Xiong
- Department of Nursing, Binzhou People’s Hospital, Binzhou, People’s Republic of China
| | - Shasha Ma
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, People’s Republic of China
| | - Yang Kong
- School of Health Management, Binzhou Medical University, Yantai, People’s Republic of China
| | - Hongmei Xu
- School of Nursing, Binzhou Medical University, Binzhou, People’s Republic of China
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Girma E, Zelalem A, Admasu A, Tesfaye H, Demsiss W, Giorgis IH, Kim SJ. Venous thromboembolism prophylaxis usage among surgical patients in both private and public hospitals in Ethiopia. Heliyon 2024; 10:e33450. [PMID: 39040325 PMCID: PMC11261029 DOI: 10.1016/j.heliyon.2024.e33450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 06/21/2024] [Accepted: 06/21/2024] [Indexed: 07/24/2024] Open
Abstract
Background Venous thromboembolism (VTE) remains the commonest preventable cause of death in postoperative patients. VTE prophylaxis significantly reduces mortality risk, yet its utilization remains alarmingly low and variable (6-61 %) worldwide. This study aimed to compare VTE prophylaxis use among adult surgical patients in major hospitals in Addis Ababa, Ethiopia. Materials and methods A multicenter cross-sectional study was conducted in one private (Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH)), and two public hospitals (Yekatit 12 Hospital Medical College and Menelik II Referral Hospital). Data was collected by chart review using standardized checklist. Caprini score was used for risk stratification, and associations was assessed using chi-square test with significance set at p < 0.05. Results From a total of 423 patients, 222 (52.3 %) patients were male. The mean age of the patients is 43.3(±14.7 SD) years. 414 (98 %) patients were at risk for VTE with 257(61 %) having moderate to high risk, but only 31(7.5 %) were on prophylaxis. Prophylaxis use was 12.5 % in MCM CSH, but it was 5.5 % and 5.1 % in Yekatit 12 and Menelik II Referral Hospitals respectively. VTE prophylaxis use was significantly less in public hospitals (p < 0.05). Conclusions Despite the majority of surgical patients being at risk of developing VTE, VTE prophylaxis remains significantly underutilized across major private and public hospitals in Ethiopia, particularly in public settings. The current study suggests standard risk assessment model implementation to address this significant and understudied risk to patients' lives.
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Affiliation(s)
- Emmanuel Girma
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Ashenafi Zelalem
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Anania Admasu
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Hermela Tesfaye
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Wondmagegn Demsiss
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Israel H. Giorgis
- Department of Hematology, Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
| | - Song-Jung Kim
- Myungsung Medical College (MMC) and Myungsung Christian Medical Center Comprehensive Specialized Hospital (MCM CSH), Addis Ababa, Ethiopia
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11
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Bahl V, Moote MJ, Hu HM, Campbell DA. Impact of Clinical Decision Support with Mandatory versus Voluntary Venous Thromboembolism Risk Assessment in Hospitalized Patients. TH OPEN 2024; 8:e317-e328. [PMID: 39268041 PMCID: PMC11392591 DOI: 10.1055/s-0044-1790519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 08/08/2024] [Indexed: 09/15/2024] Open
Abstract
Background Venous thromboembolism (VTE) causes significant preventable morbidity and mortality in hospitalized patients. Assessing VTE risk is essential to initiating appropriate prophylaxis and reducing VTE outcomes. Studies show that computerized clinical decision support (CDS) can improve VTE risk assessment (RA), prophylaxis, and outcomes but few examined the effectiveness of specific design features. From 2008 to 2016, University of Michigan Health implemented CDS for VTE prevention in four stages, which alternated between voluntary and mandatory RA using the 2005 Caprini model and generated inpatient orders for risk-appropriate prophylaxis based on CHEST guidelines. This cross-sectional study evaluated the impact of mandatory versus voluntary RA on VTE prophylaxis and outcomes for adult medical and surgical patients admitted to the health system. Methods Interrupted time series analysis was conducted to evaluate the trend in smart order set-recommended VTE prophylaxis by CDS stage. Logistic regression with CDS stage as the primary independent variable was used in pairwise comparisons of VTE during hospitalization and within 90 days post-discharge for mandatory versus voluntary RA. Adjusted odd ratios (ORs) were calculated for total, in-hospital, and post-discharge VTE. Results In this study of 223,405 inpatients over 8 years, smart order set-recommended prophylaxis increased from 65 to 79%; it increased significantly when voluntary RA in Stage 1 became mandatory in Stage 2 (10.59%, p < 0.001) and decreased significantly when it returned to voluntary in Stage 3 (-11.24%, p < 0.001). The rate increased slightly when mandatory RA was reestablished in Stage 4 (0.23%, p = 0.935). Adjusted ORs for VTE were lower for mandatory RA versus adjacent stages with voluntary RA. The adjusted OR for Stage 2 versus Stage 1 was 14% lower ( p < 0.05) and versus Stage 3 was 11% lower ( p < 0.05). The adjusted OR for Stage 4 versus Stage 3 was 4% lower ( p = 0.60). These results were driven by changes in in-hospital VTE. By contrast, the incidence of post-discharge VTE increased in each successive stage. Conclusion Mandatory RA was more effective in improving smart order set-recommended prophylaxis and VTE outcomes, particularly in-hospital VTE. Post-discharge VTE increased despite high adherence to risk-appropriate prophylaxis, indicating that guidelines for extended, post-discharge prophylaxis are needed to further reduce VTE for hospitalized patients.
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Affiliation(s)
- Vinita Bahl
- Department of Surgery, University of Michigan Health Michigan Medicine, Ann Arbor, Michigan, United States
| | - Marc J Moote
- Office of Clinical Affairs, University of Michigan Health Michigan Medicine, Ann Arbor, Michigan, United States
| | - Hsou Mei Hu
- Section of Plastic Surgery, Department of Surgery, University of Michigan Health Michigan Medicine, Ann Arbor, Michigan, United States
| | - Darrell A Campbell
- Section of Transplant Surgery, Department of Surgery, University of Michigan Health Michigan Medicine, Ann Arbor, Michigan, United States
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12
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Khalil M, Woldesenbet S, Munir MM, Khan MMM, Rashid Z, Altaf A, Katayama E, Endo Y, Dillhoff M, Tsai S, Pawlik TM. Healthcare utilization and expenditures among patients with venous thromboembolism following gastrointestinal cancer surgery. J Gastrointest Surg 2024; 28:1151-1157. [PMID: 38762336 DOI: 10.1016/j.gassur.2024.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/07/2024] [Accepted: 05/08/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND We sought to assess healthcare utilization and expenditures among patients who developed venous thromboembolism (VTE) after gastrointestinal cancer surgery. METHODS Patients who underwent surgery for esophageal, gastric, hepatic, biliary duct, pancreatic, and colorectal cancer between 2013 and 2020 were identified using the MarketScan database. Entropy balancing was performed to obtain a cohort that was well balanced relative to different clinical covariates. Generalized linear models were used to compare 1-year postdischarge costs among patients who did and did not develop a postoperative VTE. RESULTS Among 20,253 individuals in the analytical cohort (esophagus [n = 518 {2.6%}], stomach [n = 970 {4.8%}], liver [n = 608 {3.0%}], bile duct [n = 294 {1.5%}], pancreas [n = 1511 {7.5%}], colon [n = 12,222 {60.3%}], and rectum [n = 4130 {20.4%}]), 894 (4.4%) developed VTE. Overall, most patients were male (n = 10,656 [52.6%]), aged between 55 and 64 years (n = 10,372 [51.2%]), and were employed full time (n = 11,408 [56.3%]). On multivariable analysis, VTE was associated with higher inpatient (mean difference [MD], $17,547; 95% CI, $15,141-$19,952), outpatient (MD, $8769; 95% CI, $7045-$10,491), and pharmacy (MD, $2811; 95% CI, $2509-$3113) expenditures (all P < .001). Furthermore, patients who developed VTE had higher out-of-pocket costs for inpatient (MD, $159; 95% CI, $66-$253) and pharmacy (MD, $122; 95% CI, $109-$136) services (all P < .001). CONCLUSION Among privately insured patients aged <65 years, VTE was associated with increased healthcare utilization and expenditures during the first year after discharge.
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Affiliation(s)
- Mujtaba Khalil
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Muhammad Musaab Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Muhammad Muntazir Mehdi Khan
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Zayed Rashid
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Abdullah Altaf
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Erryk Katayama
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Mary Dillhoff
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Susan Tsai
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States.
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13
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Vellek J, Tarawneh OH, Kazim SF, Owodunni OP, Arbuiso S, Shah S, Dicpinigaitis AJ, Schmidt MH, McKee RG, Miskimins R, Al-Mufti F, Bowers CA. Andexanet alfa therapy showed No increased rate of thromboembolic events in spontaneous intracranial hemorrhage patients: A multicenter electronic health record study. World Neurosurg X 2024; 23:100367. [PMID: 38590738 PMCID: PMC10999854 DOI: 10.1016/j.wnsx.2024.100367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 03/06/2024] [Accepted: 03/20/2024] [Indexed: 04/10/2024] Open
Abstract
•Intracranial hemorrhage accounts for two out of every three major intracranial hemorrhages.•Systemic anticoagulation is routinely prescribed for prevention of cerebrovascular accidents.•The FDA approved Andexanet alfa to treat life-threatening bleeding.•Andexanet alfa relationship to outcomes requires further investigation.
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Affiliation(s)
- John Vellek
- School of Medicine, New York Medical College, Valhalla, NY, 10595, United States
| | - Omar H. Tarawneh
- School of Medicine, New York Medical College, Valhalla, NY, 10595, United States
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, 87131, United States
| | - Oluwafemi P. Owodunni
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, 87131, United States
| | - Sophia Arbuiso
- School of Medicine, New York Medical College, Valhalla, NY, 10595, United States
| | - Smit Shah
- PRISMA Health Richland/University of South Carolina School of Medicine, 1 Medical Park, Suite 230, Columbia, SC, 29203, United States
| | | | - Meic H. Schmidt
- Department of Neurosurgery, University of New Mexico Hospital (UNMH), Albuquerque, NM, 87131, United States
| | - Rohini G. McKee
- Department of Surgery, University of New Mexico, Albuquerque, NM, 87106, United States
| | - Richard Miskimins
- Department of Surgery, University of New Mexico, Albuquerque, NM, 87106, United States
| | - Fawaz Al-Mufti
- Department of Neurosurgery, Westchester Medical Center/New York Medical College, Valhalla, NY, 10595, United States
| | - Christian A. Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, United States
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14
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Abdulelah M, Haider O, McAuliffe M, Al-Faris L, Paadam J, Medarametla V, Kleppel R, Joshi K. Do Decision Support Tools Decrease the Prevalence of Hospital-Acquired Venous Thromboembolisms When Compared to Clinical Judgement? A Single-Center Pre-Post Study. J Clin Med 2024; 13:3854. [PMID: 38999420 PMCID: PMC11242558 DOI: 10.3390/jcm13133854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/23/2024] [Accepted: 06/27/2024] [Indexed: 07/14/2024] Open
Abstract
Introduction: Hospital-acquired venous thromboembolisms (HA-VTEs) carry a significant health burden on patients and a financial burden on hospitals due to reimbursement penalties. VTE prophylaxis at our institute was performed through utilizing an order set based on healthcare professionals' perceived level of risk. However, the use of standardized risk assessment models is recommended by multiple professional societies. Furthermore, integrating decision support tools (DST) based on the standardized risk assessment models has been shown to increase the administration of appropriate deep vein thrombosis (DVT) prophylaxis. Nonetheless, such scoring systems are not inherently flawless and their integration into EMR as a mandatory step can come at the risk of healthcare professional fatigue and burnout. We conducted a study to evaluate the incidence of HA-VTE and length of stay pre- and post implementation of a DST. Methods: We conducted a retrospective, pre-post-implementation observational study at a tertiary medical center after implementing a mandatory DST. The DST used Padua scores for medical patients and Caprini scores for surgical patients. Patients were identified through ICD-10 codes and outcomes were collected from electronic charts. Healthcare professionals were surveyed through an anonymous survey and stored securely. Statistical analysis was conducted by using R (version 3.4.3). Results: A total of 343 patients developed HA-VTE during the study period. Of these, 170 patients developed HA-VTE in the 9 months following the implementation of the DST, while 173 patients were identified in the 9 months preceding the implementation. There was no statistically significant difference in mean HA-VTE/1000 discharge/month pre- and post implementation (4.4 (SD 1.6) compared to 4.6 (SD 1.2), confidence interval [CI] -1.6 to 1.2, p = 0.8). The DST was used in 73% of all HA-VTE cases over the first 6 months of implementation. The hospital length of stay (LOS) was 14.2 (SD 1.9) days prior to implementation and 14.1 (SD 1.6) days afterwards. No statistically significant change in readmission rates was noted (8.8% (SD 2.6) prior to implementation and 15.53% (SD 9.6) afterwards, CI -14.27 to 0.74, p = 0.07). Of the 56 healthcare professionals who answered the survey, 84% (n = 47) reported to be dissatisfied or extremely dissatisfied with the DST, while 91% (n = 51) reported that it slowed them down. Conclusions: There were no apparent changes in the prevalence of HA-VTE, length of stay, or readmission rates when VTE prophylaxis was mandated through DST compared to a prior model which used order sets based on perceived risk. Further studies are needed to further evaluate the current risk assessment models and improve healthcare professionals' satisfaction with DST.
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Affiliation(s)
- Mohammad Abdulelah
- Department of Internal Medicine, University of Massachusetts Chan Medical School—Baystate Regional Campus, Springfield, MA 01199, USA (R.K.)
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15
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Lam BD, Chrysafi P, Chiasakul T, Khosla H, Karagkouni D, McNichol M, Adamski A, Reyes N, Abe K, Mantha S, Vlachos IS, Zwicker JI, Patell R. Machine learning natural language processing for identifying venous thromboembolism: systematic review and meta-analysis. Blood Adv 2024; 8:2991-3000. [PMID: 38522096 PMCID: PMC11215191 DOI: 10.1182/bloodadvances.2023012200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 02/22/2024] [Accepted: 02/22/2024] [Indexed: 03/26/2024] Open
Abstract
ABSTRACT Venous thromboembolism (VTE) is a leading cause of preventable in-hospital mortality. Monitoring VTE cases is limited by the challenges of manual medical record review and diagnosis code interpretation. Natural language processing (NLP) can automate the process. Rule-based NLP methods are effective but time consuming. Machine learning (ML)-NLP methods present a promising solution. We conducted a systematic review and meta-analysis of studies published before May 2023 that use ML-NLP to identify VTE diagnoses in the electronic health records. Four reviewers screened all manuscripts, excluding studies that only used a rule-based method. A meta-analysis evaluated the pooled performance of each study's best performing model that evaluated for pulmonary embolism and/or deep vein thrombosis. Pooled sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) with confidence interval (CI) were calculated by DerSimonian and Laird method using a random-effects model. Study quality was assessed using an adapted TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis) tool. Thirteen studies were included in the systematic review and 8 had data available for meta-analysis. Pooled sensitivity was 0.931 (95% CI, 0.881-0.962), specificity 0.984 (95% CI, 0.967-0.992), PPV 0.910 (95% CI, 0.865-0.941) and NPV 0.985 (95% CI, 0.977-0.990). All studies met at least 13 of the 21 NLP-modified TRIPOD items, demonstrating fair quality. The highest performing models used vectorization rather than bag-of-words and deep-learning techniques such as convolutional neural networks. There was significant heterogeneity in the studies, and only 4 validated their model on an external data set. Further standardization of ML studies can help progress this novel technology toward real-world implementation.
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Affiliation(s)
- Barbara D. Lam
- Division of Hematology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Pavlina Chrysafi
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, Boston, MA
| | - Thita Chiasakul
- Center of Excellence in Translational Hematology, Division of Hematology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Harshit Khosla
- Department of Medicine, Saint Vincent Hospital, Worcester, MA
| | - Dimitra Karagkouni
- Department of Pathology, Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Megan McNichol
- Library Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Alys Adamski
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Nimia Reyes
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Karon Abe
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Simon Mantha
- Division of Hematology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ioannis S. Vlachos
- Department of Pathology, Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jeffrey I. Zwicker
- Division of Hematology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Rushad Patell
- Division of Hematology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
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16
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Puri A, Giri M, Huang H, Zhao Q. Blood urea nitrogen to creatinine ratio is associated with in-hospital mortality in critically ill patients with venous thromboembolism: a retrospective cohort study. Front Cardiovasc Med 2024; 11:1400915. [PMID: 38938654 PMCID: PMC11208632 DOI: 10.3389/fcvm.2024.1400915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 06/03/2024] [Indexed: 06/29/2024] Open
Abstract
Background The relationship between the blood urea nitrogen to creatinine ratio (BCR) and the risk of in-hospital mortality among intensive care unit (ICU) patients diagnosed with venous thromboembolism (VTE) remains unclear. This study aimed to assess the relationship between BCR upon admission to the ICU and in-hospital mortality in critically ill patients with VTE. Methods This retrospective cohort study included patients diagnosed with VTE from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. The primary endpoint was in-hospital mortality. Univariate and multivariate logistic regression analyses were conducted to evaluate the prognostic significance of the BCR. Receiver operating characteristic (ROC) curve analysis was utilized to determine the optimal cut-off value of BCR. Additionally, survival analysis using a Kaplan-Meier curve was performed. Results A total of 2,560 patients were included, with a median age of 64.5 years, and 55.5% were male. Overall, the in-hospital mortality rate was 14.6%. The optimal cut-off value of the BCR for predicting in-hospital mortality in critically ill VTE patients was 26.84. The rate of in-hospital mortality among patients categorized in the high BCR group was significantly higher compared to those in the low BCR group (22.6% vs. 12.2%, P < 0.001). The multivariable logistic regression analysis results indicated that, even after accounting for potential confounding factors, patients with elevated BCR demonstrated a notably increased in-hospital mortality rate compared to those with lower BCR levels (all P < 0.05), regardless of the model used. Patients in the high BCR group exhibited a 77.77% higher risk of in-hospital mortality than those in the low BCR group [hazard ratio (HR): 1.7777; 95% CI: 1.4016-2.2547]. Conclusion An elevated BCR level was independently linked with an increased risk of in-hospital mortality among critically ill patients diagnosed with VTE. Given its widespread availability and ease of measurement, BCR could be a valuable tool for risk stratification and prognostic prediction in VTE patients.
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Affiliation(s)
- Anju Puri
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Mohan Giri
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Huanhuan Huang
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qinghua Zhao
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Othman S, Bertolaccini CM, Pannucci CJ. Unfractionated Heparins, Low-Molecular-Weight Heparins, and Indirect Factor Xa Inhibitors in Plastic and Reconstructive Surgery: An Evidence-Based Review. Plast Reconstr Surg 2024; 153:1224e-1231e. [PMID: 37189249 DOI: 10.1097/prs.0000000000010695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
SUMMARY Venous thromboembolism can present with devastating complications and sequalae, particularly in the surgical patient. Current data support prophylactic anticoagulant use in high-risk hospitalized patients, defined as those with a Caprini Risk Assessment Model score of 7 or greater. The most frequently used chemoprophylaxis agents include unfractionated heparin, low-molecular-weight heparin, and indirect factor Xa inhibitors. The authors review the mechanisms of action, metabolism, reversal agents, indications, contraindications, advantages, and disadvantages of these medications in plastic and reconstructive surgery.
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Affiliation(s)
- Sammy Othman
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, Northwell Health
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18
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Almarshad F, Bandy A, Alfaiz A, Alotaibi SF, Alaklabi SA, Alotaibi YF. A Multi-center Cross-Sectional Assessment of Healthcare Professionals' Knowledge, Attitudes, and Practices Toward Thromboprophylaxis. Cureus 2024; 16:e61835. [PMID: 38975560 PMCID: PMC11227341 DOI: 10.7759/cureus.61835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2024] [Indexed: 07/09/2024] Open
Abstract
Background Venous thromboembolism (VTE) is a potentially avoidable condition that affects hospitalized patients. Risk stratification and preventative strategies have substantial evidence supporting their use, but reasons hinder widespread adoption, compliance, and success, explaining the continuation of VTE. Thromboprophylaxis consists of several measures that are frequently adopted to avoid the complications of VTE. The study evaluated knowledge, attitude, and practice toward using thromboprophylaxis by health professionals. Methods This multi-center cross-sectional study was carried out on health professionals involved in patient care working in various secondary and tertiary hospitals in the study region between October 2023 and February 2024. A previously published questionnaire was sent in the form of an online survey to the study participants. Fifteen, ten, and nine questions evaluated the participants' knowledge, attitude, and practice of thromboprophylaxis, respectively. The study followed the checklist for reporting results of the Internet E-survey (CHERRIES) guidelines. Frequency and percentages were calculated. Bi-variable and multi-variable logistic regression were carried out and presented as crude and adjusted odds ratios with corresponding 95% confidence intervals. A P-value of <0.05 was considered significant. Results Of the 219 participants, 115 (52.5%) and 104 (47.5%) were males and females. More than 50.7% were in the age group of >30 years, and the majority of the participants possessed a bachelor's (104 (47.5%)) degree. One hundred seventy-six (80.4%) of the study participants were working in government hospitals, and the majority (112 (51.1%)) were nurses. One hundred sixty-two (74% (67.63-79.65)), 175 (79.9% (73.98-85.01)) and 211 (96.3% (92.93)) had satisfactory knowledge, a positive attitude, and good practice regarding thromboprophylaxis, respectively. Regarding the facility characteristics, 196 (89.5%), 150 (68.5%), and 164 (74.9%) respondents agreed with the availability of a VTE prevention policy, VTE prevention consultants, and the availability of anticoagulants. Eighty (36.5%) participants responded with a 'not availability' of pneumatic compression devices. Of the 15 knowledge questions, the majority (124 (56.6%)) participants faulted the false statements regarding 'patients of DVT being symptomatic' and 119 (54.3%) on the statement that helping patients 'out of bed activity does not prevent VTE'. On multi-variable analysis, participants who were aware of having a VTE prevention policy and availability of anticoagulants were more knowledgeable with adjusted odds ratios of 5.39 (1.88-15.39) and 2.52 (1.12-5.63) respectively. Every practice domain received >90% approval ratings. Conclusions The study concludes that an overall satisfactory knowledge and positive attitude regarding thromboprophylaxis exists among the participants. The study proposes more training sessions on VTE prevention and orientation of health professionals on the availability of VTE policy guidelines and facility availability of resources for thromboprophylaxis.
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Affiliation(s)
| | - Altaf Bandy
- Community Medicine, Shaqra University, Shaqra, SAU
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Healey F, Gower J, Roberts L, Arya R, Beresford M, Fowler A, Kirkpatrick G, Oldfield E, Weaver R. Who dies from venous thromboembolism after hospitalisation for other reasons in England?: a national retrospective cohort study. BMJ Open 2024; 14:e082951. [PMID: 38772580 PMCID: PMC11110561 DOI: 10.1136/bmjopen-2023-082951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/22/2024] [Indexed: 05/23/2024] Open
Abstract
OBJECTIVES Venous thromboembolism (VTE) is a major cause of morbidity and mortality globally, with hospital-associated thrombosis (HAT) accounting for at least half of VTE. We set out to understand more about deaths from HAT in England, to focus improvement efforts where they are needed most. DESIGN A retrospective cohort combining death certification and hospital activity data to identify people with an inpatient or day case hospitalisation where no VTE diagnosis was recorded, and who died from VTE in a hospital or within 90 days of discharge, between April 2017 and March 2020. SETTING All deaths occurring in England and all National Health Service-funded hospital care in England. PARTICIPANTS After 0.1% of cases were excluded due to duplicate but conflicting records, a cohort of 13 995 deaths remained; 54% were women, and 26% were aged under 70 years. OUTCOME MEASURES Analysis of age, gender, primary diagnosis, type of admission, specialties and (for day cases) procedure types were preplanned. RESULTS Only 5% of these deaths followed planned inpatient admissions. Day case admissions preceded 7% of VTE deaths. Emergency inpatient admissions, medical specialties and infection-related primary diagnoses predominated in people who died from VTE after hospitalisation where no VTE diagnosis was recorded. Most deaths occurred in a hospital or within 30 days of discharge. CONCLUSIONS International efforts to reduce HAT historically focused on planned inpatient admissions. Further initiatives and research to prevent deaths from VTE after hospitalisation should focus on the emergency care pathway where most deaths occurred, with people undergoing day case procedures an important additional focus.
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Affiliation(s)
| | - Janine Gower
- National Patient Safety Team, NHS England, London, UK
| | - Lara Roberts
- King's Thrombosis Centre, King's College Hospital NHS Foundation Trust, London, UK
| | - Roopen Arya
- King's Thrombosis Centre, King's College Hospital NHS Foundation Trust, London, UK
| | | | - Aidan Fowler
- National Patient Safety Team, NHS England, London, UK
| | | | | | - Rachel Weaver
- National Patient Safety Team, NHS England, London, UK
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Wan T, Garland SJ, Drury CT, Lambert J, Yoon J, Chan M. Anticoagulation stewardship: Improving adherence to clinical guidelines and reducing overuse of venous thromboembolism prophylaxis in hospitalized medical patients. Thromb Res 2024; 239:109036. [PMID: 38776611 DOI: 10.1016/j.thromres.2024.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/02/2024] [Accepted: 05/08/2024] [Indexed: 05/25/2024]
Abstract
Adherence to guideline recommendations for venous thromboembolism prophylaxis (VTE) in hospitalized medical patients is suboptimal despite national policies and institutional interventions. The aim of this quality improvement project was to improve adherence to guidelines and decrease the overuse of VTE prophylaxis in order to reduce the institutional cost for heparins. A multidisciplinary anticoagulation stewardship program (ACSP) using the audit and feedback strategy was implemented on the medicine inpatient units at a teaching hospital in Canada. The primary outcome measure was a comparison, pre and post introduction of the ACSP, of the costs per 6-month period for prophylactic dose enoxaparin and unfractionated heparin on the medicine units. The balancing measures were the 90-day VTE rate and major bleeding rate during the hospitalization. Six months after the implementation of the ACSP, the cost was decreased by >50 % without any observed negative impact on patient safety. This study demonstrates the potential for anticoagulation stewardship programs to optimize the use of VTE prophylaxis and reduce the associated costs and risks.
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Affiliation(s)
- Tony Wan
- Division of General Internal Medicine, Department of Medicine, University of British Columbia, Canada.
| | - Stephanie J Garland
- Department of Pharmacy, St. Paul's Hospital, Vancouver, Canada; Faculty of Pharmaceutical Sciences, University of British Columbia, Canada
| | - Chipman Taylor Drury
- Division of General Internal Medicine, Department of Medicine, University of British Columbia, Canada
| | - Justin Lambert
- General Internal Medicine Fellowship Program, Department of Medicine, University of British Columbia, Canada
| | - Joshua Yoon
- Doctors of Medicine Undergraduate Program, Department of Medicine, University of British Columbia, Canada
| | - Melissa Chan
- Doctors of Medicine Undergraduate Program, Department of Medicine, University of British Columbia, Canada
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Wendelboe A, Weitz JI. Global Health Burden of Venous Thromboembolism. Arterioscler Thromb Vasc Biol 2024; 44:1007-1011. [PMID: 38657032 DOI: 10.1161/atvbaha.124.320151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Affiliation(s)
- Aaron Wendelboe
- Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City (A.W.)
| | - Jeffrey I Weitz
- Thrombosis and Atherosclerosis Research Institute, Hamilton, Ontario, Canada (J.I.W.)
- Department of Medicine (J.I.W.), McMaster University, Hamilton, Ontario, Canada
- Department of Biochemistry and Biomedical Sciences (J.I.W.), McMaster University, Hamilton, Ontario, Canada
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Wilkinson KS, Sparks AD, Gergi M, Repp AB, Al-Samkari H, Thomas R, Roetker NS, Zakai NA. Validation of the International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) risk scores for venous thromboembolism and bleeding in an independent population. Res Pract Thromb Haemost 2024; 8:102441. [PMID: 38953050 PMCID: PMC11215414 DOI: 10.1016/j.rpth.2024.102441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/29/2024] [Accepted: 05/09/2024] [Indexed: 07/03/2024] Open
Abstract
Background Multiple guidelines recommend assessment of bleeding and venous thromboembolism (VTE) risk in adult medical inpatients to inform prevention strategies. There is no agreed-upon method for VTE and bleeding risk assessment. Objectives To validate the International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) VTE and bleeding risk scores in an independent population. Methods In this retrospective study, we calculated the IMPROVE VTE and bleeding risk scores in medical inpatients admitted between 2010 and 2019 at the University of Vermont Medical Center (UVMMC). Patients were followed for in-hospital bleeding events while hospitalized and VTE events while hospitalized and for 3 months after discharge. We assessed calibration of the risk models by comparing the observed incidence of events in the UVMMC and IMPROVE populations across the published risk categories. We also assessed performance of the IMPROVE risk factors after refitting the models in the UVMMC population. Discrimination was assessed using the area under the receiver operating characteristic curve (AUC). Results VTE occurred in 270 (1.1%) of 23,873 admissions, with 92 (34%) occurring during admission, and bleeding occurred in 712 (4.7%) of 15,240 admissions. When the IMPROVE-VTE risk factors were refitted to the UVMMC data, the AUC was 0.64. When the IMPROVE bleeding risk factors were refitted to the UVMMC data, the AUC was 0.67. The IMPROVE-VTE score tended to overestimate risk at higher scores, and the IMPROVE bleeding score underestimated risk at lower scores and overestimated risk at higher scores. Conclusion While the refitted IMPROVE VTE and bleeding risk scores had reasonable model fit, the scores were poorly calibrated and did not reliably identify or differentiate patients at risk for VTE and bleeding. Different methods are needed for risk assessment of medical inpatients for VTE and bleeding risk.
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Affiliation(s)
- Katherine S. Wilkinson
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Andrew D. Sparks
- Department of Medical Biostatistics, Biomedical Statistics Research Core, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Mansour Gergi
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Allen B. Repp
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Hanny Al-Samkari
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ryan Thomas
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
| | - Nicholas S. Roetker
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA
| | - Neil A. Zakai
- Department of Pathology and Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- University of Vermont Medical Center, Burlington, Vermont, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Broccard SP, Edwards MA, Brennan ER, Spaulding AC, DeLeon MF, Mishra N, Casler JD, Colibaseanu DT. Room for Improvement: The Impact of Guideline-Recommended Extended Thromboprophylaxis in Patients Undergoing Abdominal Surgery for Colorectal and Anal Cancer at a Tertiary Referral Center. Dis Colon Rectum 2024; 67:714-722. [PMID: 38335005 DOI: 10.1097/dcr.0000000000003158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
BACKGROUND Venous thromboembolism occurs in approximately 2% of patients undergoing abdominal and pelvic surgery for cancers of the colon, rectum, and anus and is considered preventable. The American Society of Colon and Rectal Surgeons recommends extended prophylaxis in high-risk patients, but there is low adherence to the guidelines. OBJECTIVE This study aims to analyze the impact of venous thromboembolism risk-guided prophylaxis in patients undergoing elective abdominal and pelvic surgeries for colorectal and anal cancers from 2016 to 2021. DESIGN This was a retrospective analysis. SETTING The study was conducted at a multisite tertiary referral academic health care system. PATIENTS Patients who underwent elective abdominal or pelvic surgery for colon, rectal, or anal cancer. MAIN OUTCOME MEASURES Receipt of Caprini-guided venous thromboembolism prophylaxis, 90-day postoperative rate of deep vein thrombosis, pulmonary embolism, venous thromboembolism, and bleeding events. RESULTS A total of 3504 patients underwent elective operations, of whom 2224 (63%) received appropriate thromboprophylaxis in the inpatient setting. In the postdischarged cohort of 2769 patients, only 2% received appropriate thromboprophylaxis and no thromboembolic events were observed. In the group receiving inappropriate thromboprophylaxis, at 90 days postdischarge, the deep vein thrombosis, pulmonary embolism, and venous thromboembolism rates were 0.60%, 0.40%, and 0.88%, respectively. Postoperative bleeding was not different between the 2 groups. LIMITATIONS Limitations to our study include its retrospective nature, use of aggregated electronic medical records, and single health care system experience. CONCLUSION Most patients in our health care system undergoing abdominal or pelvic surgery for cancers of the colon, rectum, and anus were discharged without appropriate Caprini-guided venous thromboembolism prophylaxis. Risk-guided prophylaxis was associated with decreased rates of inhospital and postdischarge venous thromboembolism without increased bleeding complications. See Video Abstract . MARGEN DE MEJORA EL IMPACTO DE LA TROMBOPROFILAXIS RECOMENDADA POR LAS DIRECTRICES EN PACIENTES SOMETIDOS A CIRUGA ABDOMINAL POR CNCER COLORRECTAL Y ANAL EN UN CENTRO DE REFERENCIA TERCIARIO ANTECEDENTES:El tromboembolismo venoso ocurre en aproximadamente el 2% de los pacientes sometidos a cirugía abdominal y pélvica por cánceres de colon, recto y ano, y se considera prevenible. La Sociedad Estadounidense de Cirujanos de Colon y Recto recomienda una profilaxis prolongada en pacientes de alto riesgo, pero el cumplimiento de las directrices es bajo.OBJETIVO:Este estudio tiene como objetivo analizar el impacto de la profilaxis guiada por el riesgo de tromboembolismo venoso (TEV) en pacientes sometidos a cirugías abdominales y pélvicas electivas por cáncer colorrectal y anal entre 2016 y 2021.DISEÑO:Este fue un análisis retrospectivo.AJUSTE:El estudio se llevó a cabo en un sistema de salud académico de referencia terciaria de múltiples sitios.PACIENTES:Pacientes sometidos a cirugía abdominal o pélvica electiva por cáncer de colon, recto o ano.PRINCIPALES MEDIDAS DE RESULTADO:Recepción de profilaxis de tromboembolismo venoso guiada por Caprini, tasa postoperatoria de 90 días de trombosis venosa profunda, embolia pulmonar, tromboembolismo venoso y eventos de sangrado.RESULTADOS:Un total de 3.504 pacientes se sometieron a operaciones electivas, de los cuales 2.224 (63%) recibieron tromboprofilaxis adecuada en el ámbito hospitalario. En el cohorte de 2.769 pacientes después del alta, solo el 2% recibió tromboprofilaxis adecuada en la que no se observaron eventos tromboembólicos. En el grupo que recibió tromboprofilaxis inadecuada, a los 90 días después del alta, las tasas de trombosis venosa profunda, embolia pulmonar y tromboembolia venosa fueron del 0,60%, 0,40% y 0,88%, respectivamente. El sangrado posoperatorio no fue diferente entre los dos grupos.LIMITACIONES:Las limitaciones de nuestro estudio incluyen su naturaleza retrospectiva, el uso de registros médicos electrónicos agregados y la experiencia de un solo sistema de atención médica.CONCLUSIÓN:La mayoría de los pacientes en nuestro sistema de salud sometidos a cirugía abdominal o pélvica por cánceres de colon, recto y ano fueron dados de alta sin una profilaxis adecuada de TEV guiada por Caprini. La profilaxis guiada por el riesgo se asoció con menores tasas de tromboembolismo venoso hospitalario y dado de alta sin un aumento de las complicaciones de sangrado. (Traducción-Dr. Aurian Garcia Gonzalez ).
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Affiliation(s)
| | - Michael A Edwards
- Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, Florida
| | - Emily R Brennan
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, Florida
| | - Aaron C Spaulding
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, Florida
| | - Michelle F DeLeon
- Division of Colon and Rectal Surgery, Mayo Clinic, Jacksonville, Florida
| | - Nitin Mishra
- Division of Colon and Rectal Surgery, Mayo Clinic, Phoenix, Arizona
| | - John D Casler
- Department of Otorhinolaryngology, Mayo Clinic, Phoenix, Arizona
| | - Dorin T Colibaseanu
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, Florida
- Division of Colon and Rectal Surgery, Mayo Clinic, Jacksonville, Florida
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Smythe MA, Koerber JM, Roberts A, Hoffman JL, Batke J. Hospital Acquired Venous Thromboembolism: A Preventability Assessment. Hosp Pharm 2024; 59:183-187. [PMID: 38450351 PMCID: PMC10913888 DOI: 10.1177/00185787231198164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
Background: The American Heart Association has a call to action to reduce hospital acquired venous thromboembolism (HA-VTE) by 20% by the year 2030. There is increasing recognition that quality improvement initiatives for VTE reduction should focus on reducing potentially preventable HA-VTE. The objective of our study was to determine what proportion of HA-VTE events are potentially preventable. Methods: This was a retrospective, single center pilot study of 50 patients with HA-VTE. Seven preventability factors were identified with a focus on VTE prescription and administration. Data were extracted through chart review using a systematic data collection form. The primary endpoint was the proportion of patients with potentially preventable HA-VTE. Descriptive statistics were used. Results: The median age was 66 years with an admission VTE risk level of moderate-high in 94%. Potentially preventable HA-VTE was found in 40% of cases. Missed doses occurred in 29.8% with a median of 2 missed doses and a range of 1 to 20. Patient refusal was the most common reason for missed doses in 71%. Delays in initiation occurred in 12.7%. Sixty percent of those on mechanical prophylaxis only had nonadherence. Conclusion: Forty percent of HA-VTE cases were potentially preventable. Missed doses was the most common preventability factor identified with patient refusal accounting for most missed doses.
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Affiliation(s)
- Maureen A. Smythe
- Corewell Health William Beaumont University Hospital, Royal Oak, MI, USA
- Wayne State University, Detroit, MI, USA
| | - John M. Koerber
- Corewell Health William Beaumont University Hospital, Royal Oak, MI, USA
- Wayne State University, Detroit, MI, USA
| | - Amanda Roberts
- Corewell Health William Beaumont University Hospital, Royal Oak, MI, USA
- Henry Ford Macomb Hospital, Clinton Township, MI, USA
| | - Janet L. Hoffman
- Corewell Health William Beaumont University Hospital, Royal Oak, MI, USA
- Wayne State University, Detroit, MI, USA
| | - Jason Batke
- Corewell Health William Beaumont University Hospital, Royal Oak, MI, USA
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Badge H, Churches T, Naylor JM, Xuan W, Armstrong E, Gray L, Fletcher J, Gosbell I, Lin CWC, Harris IA. Compliance with Australian Orthopaedic Association guidelines does not reduce the risk of venous thromboembolism after total hip and knee arthroplasty. Sci Rep 2024; 14:5955. [PMID: 38467650 PMCID: PMC10928067 DOI: 10.1038/s41598-024-54916-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 02/18/2024] [Indexed: 03/13/2024] Open
Abstract
Preventing avoidable venous-thrombo-embolism (VTE) is a priority to improve patient and service outcomes after total hip and total knee arthroplasty (THA, TKA), but compliance with relevant clinical guidelines varies. This study aims to determine the degree to which prophylaxis was compliant with Australian Orthopaedic Association (AOA) VTE prophylaxis guidelines and whether non-compliance is associated with increased risk of VTE. A prospective multi-centre cohort study of adults with osteoarthritis undergoing primary TKA/THA was completed at 19 high-volume public and private hospitals. Data were collected prior to surgery and for one-year post-surgery. Logistic regression was undertaken to explore associations between non-compliance with AOA VTE prophylaxis guidelines and symptomatic 90-day VTE outcomes. Data were analysed for 1838 participants from 19 sites. The rate of non-compliance with all clinical guideline recommendations was 20.1% (N = 369), with 14.1% (N = 259) non-compliance for risk-stratified prophylaxis, 35.8% (N = 658) for duration, and 67.8% (N = 1246) for other general recommendations. Symptomatic VTE was experienced up to 90-days post-surgery by 48 people (2.6%). Overall guideline non-compliance (AOR = 0.93, 95%CI = 0.4 to 1.3, p = 0.86) was not associated with a lower risk of symptomatic 90-day VTE. Results were consistent when people with high bleeding risk were excluded (AOR = 0.94, 95%CI = 0.44 to 2.34, p = 0.89). Non-compliance with the AOA VTE prophylaxis guidelines was not associated with risk of 90-day VTE after arthroplasty. This counterintuitive finding is concerning and necessitates a rigorous review of the AOA VTE prevention clinical guideline.
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Affiliation(s)
- Helen Badge
- Whitlam Orthopaedic Research Centre, 1 Campbell Street, Liverpool, 2071, Australia.
- South Western Sydney Clinical School, UNSW, 1 Elizabeth Street, Liverpool, 2071, Australia.
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia.
- Australian Catholic University, 8-20 Napier Street, North Sydney, 2060, Australia.
| | - Tim Churches
- South Western Sydney Clinical School, UNSW, 1 Elizabeth Street, Liverpool, 2071, Australia
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia
| | - Justine M Naylor
- Whitlam Orthopaedic Research Centre, 1 Campbell Street, Liverpool, 2071, Australia
- South Western Sydney Clinical School, UNSW, 1 Elizabeth Street, Liverpool, 2071, Australia
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia
| | - Wei Xuan
- South Western Sydney Clinical School, UNSW, 1 Elizabeth Street, Liverpool, 2071, Australia
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia
| | - Elizabeth Armstrong
- School of Public Health, The University of New South Wales, UNSW Kensington Campus, 2033, Botany Street, Kensington, NSW, 2052, Australia
| | - Leeanne Gray
- South Western Sydney Local Health District, 1 Elizabeth Street, Liverpool, 2071, Australia
| | - John Fletcher
- University of Sydney, Fisher Road, Camperdown, NSW, 2006, Australia
- Westmead Hospital, Cnr Hawkesbury Road and Darcy Road, Westmead, NSW, 2145, Australia
| | - Iain Gosbell
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia
- Western Sydney University, Campbelltown, NSW, 2560, Australia
| | - Chung-Wei Christine Lin
- Sydney School of Population Health, The University of Sydney, Edward Ford Building (A27) Fisher Road, Camperdown, NSW, 2006, Australia
| | - Ian A Harris
- Whitlam Orthopaedic Research Centre, 1 Campbell Street, Liverpool, 2071, Australia
- South Western Sydney Clinical School, UNSW, 1 Elizabeth Street, Liverpool, 2071, Australia
- Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, 2071, Australia
- South Western Sydney Local Health District, 1 Elizabeth Street, Liverpool, 2071, Australia
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Gal GL, Agnelli G, Darius H, Kahn SR, Owaidah T, Rocha AT, Zhai Z, Khan I, Djoudi Y, Ponomareva E, Cohen AT. Event rates and risk factors for venous thromboembolism and major bleeding in a population of hospitalized adult patients with acute medical illness receiving enoxaparin thromboprophylaxis. Eur J Intern Med 2024; 121:48-55. [PMID: 38030465 DOI: 10.1016/j.ejim.2023.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/09/2023] [Accepted: 11/15/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND We aimed to describe the event rates and risk-factors for symptomatic venous thromboembolism (VTE) and major bleeding in a population of hospitalized acutely ill medical patients. METHODS Patients ≥40 years old and hospitalized for acute medical illness who initiated enoxaparin prophylaxis were selected from the US Optum research database. Rates of symptomatic VTE and major bleeding at 90-days were estimated via the Kaplan-Meier (KM) method. Risk factors were identified via the Cox proportional hazards model. RESULTS A total of 123,022 patients met the selection criteria. The KM rates of VTE and major bleeding at 90-days were 3.5 % and 2.2 %, respectively. Among subgroups, the risk of VTE varied from 3.0 % in patients with ischemic stroke to 6.9 % in patients with a cancer-related hospitalization, and the risk of major bleeding varied from 1.9 % in patients with inflammatory conditions to 3.6 % in patients with ischemic stroke. Key risk factors for VTE were prior VTE (HR=4.15, 95 % confidence interval [CI] 3.80-4.53), cancer-related hospitalization (HR=2.35, 95 % CI 2.10-2.64), and thrombophilia (HR=1.64, 95 % CI 1.29-2.08). Key risk factors for major bleeding were history of major bleeding (HR=2.17, 95 % CI 1.72-2.74), history of non-major bleeding (HR=2.46, 95 % CI 2.24-2.70), and hospitalization for ischemic stroke (2.42, 95 % CI 2.11-2.78). CONCLUSION There is substantial heterogeneity in the event rates for VTE and major bleeding in acute medically ill patients. History of VTE and cancer related hospitalization represent profiles with a high risk of VTE, where continued VTE prophylaxis may be warranted.
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Affiliation(s)
- Grégoire Le Gal
- Department of Medicine, Ottawa Hospital Research Institute at the University of Ottawa, ON, Canada.
| | | | | | - Susan R Kahn
- McGill University, Montreal, QC, Canada, Jewish General Hospital/Lady Davis Institute, Montreal, QC, Canada
| | - Tarek Owaidah
- King Faisal Specialist Hospital and Research Center, Alfaisal University, Riyadh, Saudi Arabia
| | - Ana Thereza Rocha
- Federal University of Bahia, Salvador, Brazil, D'Or Institute for Research and Education, Rio de Janeiro, Brazil
| | - Zhenguo Zhai
- National Center for Respiratory Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, National Clinical Research Center for Respiratory Diseases, Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | | | | | | | - Alexander T Cohen
- Guy's and St Thomas' NHS Foundation Trust, King's College London, London, UK
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Walden H, Stevenson E, Cadavero A, Seshadri R. Implementation of the Caprini risk assessment model (RAM) in surgical patients to decrease postsurgical venous thromboembolism and enoxaparin prescription at hospital discharge. JOURNAL OF VASCULAR NURSING 2024; 42:10-17. [PMID: 38555173 DOI: 10.1016/j.jvn.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/09/2023] [Accepted: 11/18/2023] [Indexed: 04/02/2024]
Abstract
Venous thromboembolism (VTE), including deep venous thrombosis (DVT) and pulmonary embolism (PE), has been an increasingly common post-surgical complication for surgical patients. In the United States, VTE has become a leading cause of preventable hospital death with more than half occurring after discharge and are directly linked to a recent (within 30 days) hospitalization or surgery [1]. In large, hospital-associated/acquired VTE (HA-VTE) are preventable through measures such as the use of risk stratification tools and chemoprophylaxis. The project institution, a community, academic, medical center, for multiple years has consistently remained a high outlier for postoperative VTE. Also, the choice of VTE chemoprophylaxis in surgical patients at the time of discharge depended on, and varied between, the individual prescribing physician. The goal was to implement and determine the efficacy of a standardized intervention tool, the Caprini risk assessment model (RAM), for reducing postoperative VTE complications and its influence on the physician's prescription of enoxaparin at discharge. Results: Risk assessment scoring pre-operatively increased from 0% baseline to 26.3% at Plan-Do-Study-Act (PDSA) cycle 1 and demonstrated a statistically significant change (p-value = 0.006). Risk assessment scoring pre-operatively was 42.9% by PDSA cycle 2 but was not statistically significantly different from PDSA cycle 1. Risk assessment scoring post-operatively (for eligible patients) remained the same throughout all three cycles at 0%. Appropriate prescription of anticoagulation declined from baseline (12.5%) to PDSA cycle 1 (0%), and improved at PDSA cycle 2 (33.3%), however no differences were significant (p-value 0.302). The National Surgical Quality Improvement Project (NSQIP) database showed a decline in VTE occurrences at the projects institution from baseline (1.02%, 6 occurrences, 2021) to PDSA cycle 2 (0.92%, 4 occurrences, 2022) when compared to the national benchmark (1.0%) for the first time since 2018. Given the significant national problem HA-VTE pose to the public, and the rise in occurrences, this quality improvement (QI) project is clinically relevant.
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Affiliation(s)
- Hope Walden
- Nuvance Health - Danbury Hospital, 95 Locust Avenue, Danbury, CT 06810, USA.
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Amin AN, Kartashov A, Ngai W, Steele K, Rosenthal N. Effectiveness, Safety, and Costs of Thromboprophylaxis with Enoxaparin or Unfractionated Heparin Among Medical Inpatients With Chronic Obstructive Pulmonary Disease or Heart Failure. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2024; 11:44-56. [PMID: 38390025 PMCID: PMC10883471 DOI: 10.36469/001c.92408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 01/12/2024] [Indexed: 02/24/2024]
Abstract
Background: Chronic obstructive pulmonary disease (COPD) and heart failure (HF) are risk factors for venous thromboembolism (VTE). Enoxaparin and unfractionated heparin (UFH) help prevent hospital-associated VTE, but few studies have compared them in COPD or HF. Objectives: To compare effectiveness, safety, and costs of enoxaparin vs UFH thromboprophylaxis in medical inpatients with COPD or HF. Methods: This retrospective cohort study included adults with COPD or HF from the Premier PINC AI Healthcare Database. Included patients received prophylactic-dose enoxaparin or UFH during a >6-day index hospitalization (the first visit/admission that met selection criteria during the study period) between January 1, 2010, and September 30, 2016. Multivariable regression models assessed independent associations between exposures and outcomes. Hospital costs were adjusted to 2017 US dollars. Patients were followed 90 days postdischarge (readmission period). Results: In the COPD cohort, 114 174 (69%) patients received enoxaparin and 51 011 (31%) received UFH. Among patients with COPD, enoxaparin recipients had 21%, 37%, and 10% lower odds of VTE, major bleeding, and in-hospital mortality during index admission, and 17% and 50% lower odds of major bleeding and heparin-induced thrombocytopenia (HIT) during the readmission period, compared with UFH recipients (all P <.006). In the HF cohort, 58 488 (58%) patients received enoxaparin and 42 726 (42%) received UFH. Enoxaparin recipients had 24% and 10% lower odds of major bleeding and in-hospital mortality during index admission, and 13%, 11%, and 51% lower odds of VTE, major bleeding, and HIT during readmission (all P <.04) compared with UFH recipients. Enoxaparin recipients also had significantly lower total hospital costs during index admission (mean reduction per patient: COPD, 1280 ; H F , 2677) and readmission (COPD, 379 ; H F , 1024). Among inpatients with COPD or HF, thromboprophylaxis with enoxaparin vs UFH was associated with significantly lower odds of bleeding, mortality, and HIT, and with lower hospital costs. Conclusions: This study suggests that thromboprophylaxis with enoxaparin is associated with better outcomes and lower costs among medical inpatients with COPD or HF based on real-world evidence. Our findings underscore the importance of assessing clinical outcomes and side effects when evaluating cost-effectiveness.
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Affiliation(s)
| | - Alex Kartashov
- PINC AI™ Applied Sciences, Premier Inc., Charlotte, North Carolina, USA
| | | | | | - Ning Rosenthal
- PINC AI™ Applied Sciences, Premier Inc., Charlotte, North Carolina, USA
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Connell PJ, Marquez Roa LA, Araujo-Duran J, Cheriyan M, Ayad S. Management of Acute Saddle Pulmonary Embolism in Pregnancy Following Fetal Surgery. Cureus 2024; 16:e54607. [PMID: 38523954 PMCID: PMC10959467 DOI: 10.7759/cureus.54607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/20/2024] [Indexed: 03/26/2024] Open
Abstract
A 33-year-old gravidity three parity three (G3P3) woman at 34 weeks of pregnancy underwent fetal surgery to repair an open lumbosacral myelomeningocele at 22 weeks gestation and experienced preterm premature rupture of membranes as a result. She developed a saddle pulmonary embolus with signs of right heart strain while on prolonged bed rest. She was treated emergently with aspiration thrombectomy and suprarenal inferior vena cava (IVC) filter placement, followed by an uncomplicated cesarean delivery thereafter.
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Affiliation(s)
- Patrick J Connell
- Anesthesiology and Perioperative Medicine, Cleveland Clinic, Cleveland, USA
| | | | - Jorge Araujo-Duran
- Outcomes Research, Cleveland Clinic Fairview Hospital, Anesthesiology Institute, Cleveland, USA
| | | | - Sabry Ayad
- Outcomes Research, Cleveland Clinic, Cleveland, USA
- Anesthesiology, Cleveland Clinic, Cleveland, USA
- Anesthesiology, Cleveland Clinic Fairview Hospital, Cleveland, USA
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Abuzied Y, Deeb A, AlAnizy L, Al-Amer R, AlSheef M. Improving Venous Thromboembolism Prophylaxis Through Service Integration, Policy Enhancement, and Health Informatics. GLOBAL JOURNAL ON QUALITY AND SAFETY IN HEALTHCARE 2024; 7:22-27. [PMID: 38406656 PMCID: PMC10887485 DOI: 10.36401/jqsh-23-16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/28/2023] [Accepted: 12/05/2023] [Indexed: 02/27/2024]
Abstract
Introduction Venous thromboembolism (VTE) prevention and management are susceptible issues that require specific rules to sustain and oversee their functioning, as preventing VTE is a vital patient safety priority. This paper aims to investigate and provide recommendations for VTE assessment and reassessment through policy enhancement and development. Methods We reviewed different papers and policies to propose recommendations and theme analysis for policy modifications and enhancements to improve VTE prophylaxis and management. Results Recommendations were set to enhance the overall work of VTE prophylaxis, where the current VTE protocols and policies must ensure high levels of patient safety and satisfaction. The recommendations included working through a well-organized multidisciplinary team and staff engagement to support and enhance VTE's work. Nurses', pharmacists', and physical therapists' involvement in setting up the plan and prevention is the way to share the knowledge and paradigm of experience to standardize the management. Promoting policies regarding VTE prophylaxis assessment and reassessment using electronic modules as a part of the digital health process was proposed. A deep understanding of the underlying issues and the incorporation of generic policy recommendations were set. Conclusion This article presents recommendations for stakeholders, social media platforms, and healthcare practitioners to enhance VTE prophylaxis and management.
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Affiliation(s)
- Yacoub Abuzied
- Nursing Department, Rehabilitation Hospital, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Ahmad Deeb
- Faculty of Nursing, Memorial University of Newfoundland, St. John’s, Newfoundland, Canada
| | - Layla AlAnizy
- Pharmacy Services Administration, King Fahad Medical City, Riyadh, Saudi Arabia
| | | | - Mohammed AlSheef
- Internal Medicine and Thrombosis, Medical Specialties Department, King Fahad Medical City, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
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Fazzone B, Anderson EM, Krebs J, Ueland W, Viscardi C, Jacobs C, Spratt JR, Scali ST, Jeng E, Upchurch GR, Weaver ML, Cooper MA. Perioperative Cerebrospinal Fluid Drain Placement Does Not Increase Venous Thromboembolism Risk After Thoracic and Fenestrated Endovascular Aortic Repair. Ann Vasc Surg 2024; 99:58-64. [PMID: 37972728 DOI: 10.1016/j.avsg.2023.09.079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 09/04/2023] [Accepted: 09/26/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Venous thromboembolism (VTE) incidence after thoracic and fenestrated endovascular aortic repair (TEVAR/FEVAR) is high (up to 6-7%) relative to other vascular procedures; however, the etiology for this discrepancy remains unknown. Notably, patients undergoing TEVAR/FEVAR commonly receive cerebrospinal fluid drains (CSFDs) for neuroprotection, requiring interruption of perioperative anticoagulation and prolonged immobility. We hypothesized that CSFDs are a risk factor for VTE after TEVAR/FEVAR. METHODS Consecutive TEVAR/FEVAR patients at a single center were reviewed (2011-2020). Cerebrospinal fluid drains (CSFDs) were placed based on surgeon preference preoperatively or for spinal cord ischemia (SCI) rescue therapy postoperatively. The primary end-point was VTE occurrence, defined as any new deep venous thrombosis (DVT) or pulmonary embolism (PE) confirmed on imaging within 30 days postoperatively. Routine postoperative VTE screening was not performed. Patients with and without VTE, and subjects with and without CSFDs were compared. Logistic regression was used to explore associations between VTE incidence and CSFD exposure. RESULTS Eight hundred ninety-seven patients underwent TEVAR/FEVAR and 43% (n = 387) received a CSFD at some point during their care (preoperative: 94% [n = 365/387]; postoperative SCI rescue therapy: 6% [n = 22/387]). CSFD patients were more likely to have previous aortic surgery (44% vs. 37%; P = 0.028) and received more postoperative blood products (780 vs. 405 mL; P = 0.005). The overall VTE incidence was 2.2% (n = 20). 70% (14) patients with VTE had DVT, 50% (10) had PE, and 20% (4) had DVT and PE. Among TEVAR/FEVAR patients with VTE, 65% (n = 13) were symptomatic. Most VTEs (90%, n = 18) were identified inhospital and the median time to diagnosis was 12.5 (interquartile range 7.5-18) days postoperatively. Patients with VTE were more likely to have nonelective surgery (95% vs. 41%; P < 0.001), had higher American Society of Anesthesiologists classification (4.1 vs. 3.7; P < 0.001), required longer intensive care unit admission (24 vs. 12 days; P < 0.001), and received more blood products (1,386 vs. 559 mL; P < 0.001). Venous thromboembolism (VTE) incidence was 1.8% in CSFD patients compared to 3.5% in non-CSFD patients (odds ratio 0.70 [95% confidence interval 0.28-1.78, P = 0.300). However, patients receiving CSFDs postoperatively for SCI rescue therapy had significantly greater VTE incidence (9.1% vs. 1.1%; P = 0.044). CONCLUSIONS CSFD placement was not associated with an increased risk of VTE in patients undergoing TEVAR/FEVAR. Venous thromboembolism (VTE) risk was greater in patients undergoing nonelective surgery and those with complicated perioperative courses. Venous thromboembolism (VTE) risk was greater in patients receiving therapeutic CSFDs compared to prophylactic CSFDs, highlighting the importance of careful patient selection for prophylactic CSFD placement.
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Affiliation(s)
- Brian Fazzone
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Erik M Anderson
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Jonathan Krebs
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Walker Ueland
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Chelsea Viscardi
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Chris Jacobs
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - John R Spratt
- Division of Cardiovascular Surgery, Department of Surgery, University of Florida, Gainesville, FL
| | - Salvatore T Scali
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - Eric Jeng
- Division of Cardiovascular Surgery, Department of Surgery, University of Florida, Gainesville, FL
| | - Gilbert R Upchurch
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL
| | - M Libby Weaver
- Division of Vascular and Endovascular Surgery, University of Virginia, Charlottesville, VA
| | - Michol A Cooper
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, University of Florida, Gainesville, FL.
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Imbalzano E, Orlando L, Dattilo G, Gigliotti De Fazio M, Camporese G, Russo V, Perrella A, Bernardi FF, Di Micco P. Update on the Pharmacological Actions of Enoxaparin in Nonsurgical Patients. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:156. [PMID: 38256416 PMCID: PMC11154512 DOI: 10.3390/medicina60010156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 01/10/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024]
Abstract
Low-molecular-weight heparins are a class of drugs derived from the enzymatic depolymerization of unfractionated heparin that includes enoxaparin. Several studies have been performed on enoxaparin in recent years, in particular for the prevention and treatment of venous thromboembolism and for the treatment of acute coronary syndrome. Furthermore, the use of enoxaparin has been extended to other clinical situations that require antithrombotic pharmacological prevention, such as hemodialysis and recurrent abortion. In this review, we report the main clinical experiences of using enoxaparin in the prevention of VTE in nonsurgical patients.
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Affiliation(s)
- Egidio Imbalzano
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy; (E.I.); (L.O.); (G.D.); (M.G.D.F.)
| | - Luana Orlando
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy; (E.I.); (L.O.); (G.D.); (M.G.D.F.)
| | - Giuseppe Dattilo
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy; (E.I.); (L.O.); (G.D.); (M.G.D.F.)
| | - Marianna Gigliotti De Fazio
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy; (E.I.); (L.O.); (G.D.); (M.G.D.F.)
| | - Giuseppe Camporese
- General Medicine Department, Thrombotic and Haemorrhagic Disorders Unit, Department of Internal Medicine, University Hospital of Padua, 35131 Padua, Italy;
| | - Vincenzo Russo
- Department of Translational Science, University Vanvitelly, 81025 Caserta, Italy;
| | - Alessandro Perrella
- Unit Emerging Infectious Disease, Ospedali dei Colli, P.O. D. Cotugno, 80131 Naples, Italy;
| | - Francesca Futura Bernardi
- Department of Experimental Medicine, Università degli Studi della Campania Luigi Vanvitelli, 80100 Naples, Italy;
| | - Pierpaolo Di Micco
- AFO Medicina, P.O. Santa Maria delle Grazie, ASL Napoli 2 Nord, 80078 Pozzuoli, Italy
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Dicks AB, Moussallem E, Stanbro M, Walls J, Gandhi S, Gray BH. A Comprehensive Review of Risk Factors and Thrombophilia Evaluation in Venous Thromboembolism. J Clin Med 2024; 13:362. [PMID: 38256496 PMCID: PMC10816375 DOI: 10.3390/jcm13020362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 12/29/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
Venous thromboembolism (VTE), which encompasses deep vein thrombosis (DVT) and pulmonary embolism (PE), is a significant cause of morbidity and mortality worldwide. There are many factors, both acquired and inherited, known to increase the risk of VTE. Most of these result in increased risk via several common mechanisms including circulatory stasis, endothelial damage, or increased hypercoagulability. Overall, a risk factor can be identified in the majority of patients with VTE; however, not all risk factors carry the same predictive value. It is important for clinicians to understand the potency of each individual risk factor when managing patients who have a VTE or are at risk of developing VTE. With this, many providers consider performing a thrombophilia evaluation to further define a patient's risk. However, guidance on who to test and when to test is controversial and not always clear. This comprehensive review attempts to address these aspects/concerns by providing an overview of the multifaceted risk factors associated with VTE as well as examining the role of performing a thrombophilia evaluation, including the indications and timing of performing such an evaluation.
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Affiliation(s)
- Andrew B. Dicks
- Department of Vascular Surgery, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA; (E.M.); (M.S.); (S.G.); (B.H.G.)
| | - Elie Moussallem
- Department of Vascular Surgery, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA; (E.M.); (M.S.); (S.G.); (B.H.G.)
| | - Marcus Stanbro
- Department of Vascular Surgery, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA; (E.M.); (M.S.); (S.G.); (B.H.G.)
| | - Jay Walls
- Department of Hematology, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA;
| | - Sagar Gandhi
- Department of Vascular Surgery, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA; (E.M.); (M.S.); (S.G.); (B.H.G.)
| | - Bruce H. Gray
- Department of Vascular Surgery, Prisma Health, University of South Carolina School of Medicine—Greenville, Greenville, SC 29601, USA; (E.M.); (M.S.); (S.G.); (B.H.G.)
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Wang C, Toale KM. A multifaceted quality improvement intervention on venous thromboembolism prophylaxis compliance in hospitalized medical patients at a comprehensive cancer center. J Oncol Pharm Pract 2024; 30:189-196. [PMID: 37801550 DOI: 10.1177/10781552231205779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2023]
Abstract
INTRODUCTION Previous studies suggest that quality improvement initiatives focused on hospital-acquired venous thromboembolism have a positive impact on prescribing rates of venous thromboembolism prophylaxis, especially those that incorporate computerized changes. METHODS We conducted a quality improvement project to determine whether education and computerized prescriber order entry system changes affect venous thromboembolism prophylaxis compliance rates in hospitalized medical patients at a Comprehensive Cancer Center. Between 1 January 2021 and 31 January 2023, 37,739 non-surgical, adult patient encounters with a length of stay > 48 h were analyzed in our study. From 18 December 2021 to 8 March 2022, provider education was delivered to the three largest admitting services, and computerized prescriber order entry changes were implemented incorporating a mandatory requirement to either order venous thromboembolism prophylaxis or document a contraindication for all patients at moderate venous thromboembolism risk. RESULTS Monthly venous thromboembolism prophylaxis compliance rates, as defined by the Centers for Medicare and Medicaid Services VTE-1 metric, increased from a mean of 74% to 93% after the interventions. This change was driven primarily by an increased utilization of mechanical venous thromboembolism prophylaxis from 37% to 53%. CONCLUSION Our study demonstrated that a multi-faceted intervention incorporating provider education and computerized prescriber order entry system changes can significantly increase venous thromboembolism prophylaxis compliance rates in cancer patients.
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Affiliation(s)
- Christopher Wang
- Department of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Clinical Pharmacy, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Katy M Toale
- Department of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Aggarwal S, Rulu P, Tabassum H. Factors Associated with Hospital Length of Stay among VTE Cases: Insights from the i-RegVed Registry. J Prim Care Community Health 2024; 15:21501319241266815. [PMID: 39118386 PMCID: PMC11311186 DOI: 10.1177/21501319241266815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 06/01/2024] [Accepted: 06/10/2024] [Indexed: 08/10/2024] Open
Abstract
INTRODUCTION Venous thromboembolism (VTE) is a multifactorial condition and one of the leading causes of mortality and disability. The present study explores the factors associated with hospitalization duration among different types of venous thromboembolism diagnoses, such as deep vein thrombosis (DVT), pulmonary embolism (PE), and other forms of thrombosis. METHODS The data included participants with VTE admitted to 13 hospitals within pan-India from June 2022 to December 2023 to the i-RegVed registry, where socio-demographic data, clinical history, and various factors associated with hospital length of stay (LOS) were included for analyses. Multilinear regression was performed to explore the factors associated with hospital LOS among VTE conditions such as DVT, PE, forms of thrombosis other than PE and DVT, and all VTE diagnoses. RESULTS A total of 633 participants were included in the study, with 55% being males, and 28.9% being homemakers. Longer hospital LOS was significantly associated with age (β = -.09, P < .05), sex (β = 3.21, P < .05), and non-communicable diseases (β = 3.51, P < .05) among participants with DVT and among participants with at least one of the VTE diagnoses, age (β = -.12, P < .001) and anticoagulant use (β = -2.49, P < .05) was significantly associated. CONCLUSION The findings provide insights into the factors influencing hospital outcomes among participants with different types of VTE, highlighting the importance of age and comorbidities in predicting the hospital LOS.
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Affiliation(s)
| | | | - i-RegVed Team
- i-RegVed Team: Principal investigators from active sites, Bhupen Barman, Department of General Medicine, All India Institute of Medical Sciences (AIIMS), Guwahati; Bipin P. Kulkarni, ICMR - National Institute of Immunohaematology, Mumbai; Chandan Kumar Ray Mohapatra, Department of Cardio Thoracic Vascular Surgery, Kalinga Institute of Medical Sciences, Bhubaneswar; Geetha R Menon, ICMR-National Institute of Medical Statistics, New Delhi, India; Girish Baburao Kulkarni, Department of Neurology, National Institute of Mental Health and Neuro Sciences, Bengaluru; Hemachandren M, Department of Cardiothoracic & Vascular Surgery, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry; Iadarilang Tiewsoh, Department of Medicine, North Eastern Indira Gandhi Regional Institute of Health & Medical Sciences, Shillong; Justin Paul Gnanaraj, Institute of Cardiology, Rajiv Gandhi Government General Hospital, Madras Medical College, Parktown, Chennai; Karthik Vishwanathan, Department of Orthopaedics, Parul University; Narendra Kumar, Department of Radiology and Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh; Vikas Bhatia, Dept. of Community & Family Medicine, AIIMS, Bibinagar; Rakesh Yadav, Department of Cardiology, AIIMS, New Delhi, India; Sree Lakshmi K, Department of Pathology, Bangalore Medical College and Research Institute, Bengaluru; Syed Mudasir Qadri, Department of General Medicine, Sher-i-Kashmir Institute of Medical Sciences, Srinagar
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Bakhsh E. The Benefits and Imperative of Venous Thromboembolism Risk Screening for Hospitalized Patients: A Systematic Review. J Clin Med 2023; 12:7009. [PMID: 38002623 PMCID: PMC10672497 DOI: 10.3390/jcm12227009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 11/05/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
Venous thromboembolism (VTE) is a major preventable condition in hospitalized patients globally. This systematic review evaluates the effectiveness and clinical significance of venous thromboembolism (VTE) risk-screening protocols in preventing VTE events among hospitalized patients. Databases, including PubMed, Embase and Cochrane, were searched without date limits for studies comparing outcomes between hospitalized patients who did and did not receive VTE risk screening using standard tools. Twelve studies, enrolling over 139,420 patients, were included. Study quality was assessed using the ROBVIS tool. The results were summarized narratively. The findings show significant benefits of using VTE risk screening versus usual care across various outcomes. Using recommended tools, like Caprini, Padua and IMPROVE, allowed for the accurate identification of high-risk patients who benefited most from prevention. Formal screening was linked to much lower VTE rates, shorter hospital stays, fewer deaths and better use of preventive strategies matched to estimated clot risk. This review calls for the widespread adoption of VTE risk screening as an important safety step for at-risk hospital patients. More high-quality comparative research is needed to validate screening tools in different settings and populations. In summary, VTE risk screening is essential for healthcare systems to reduce life-threatening VTE events and improve patient outcomes through properly targeted preventive methods.
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Affiliation(s)
- Ebtisam Bakhsh
- Clinical Sciences Department, College of Medicine, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
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Lammers D, Scerbo M, Davidson A, Pommerening M, Tomasek J, Wade CE, Cardenas J, Jansen J, Miller CC, Holcomb JB. Addition of aspirin to venous thromboembolism chemoprophylaxis safely decreases venous thromboembolism rates in trauma patients. Trauma Surg Acute Care Open 2023; 8:e001140. [PMID: 37936904 PMCID: PMC10626753 DOI: 10.1136/tsaco-2023-001140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 10/03/2023] [Indexed: 11/09/2023] Open
Abstract
Background Trauma patients exhibit a multifactorial hypercoagulable state and have increased risk of venous thromboembolism (VTE). Despite early and aggressive chemoprophylaxis (CP) with various heparin compounds ("standard" CP; sCP), VTE rates remain high. In high-quality studies, aspirin has been shown to decrease VTE in postoperative elective surgical and orthopedic trauma patients. We hypothesized that inhibiting platelet function with aspirin as an adjunct to sCP would reduce the risk of VTE in trauma patients. Methods We performed a retrospective observational study of prospectively collected data from all adult patients admitted to an American College of Surgeons Level I Trauma center from January 2012 to June 2015 to evaluate the addition of aspirin (sCP+A) to sCP regimens for VTE mitigation. Cox proportional hazard models were used to assess the potential benefit of adjunctive aspirin for symptomatic VTE incidence. Results 10,532 patients, median age 44 (IQR 28 to 62), 68% male, 89% blunt mechanism of injury, with a median Injury Severity Score (ISS) of 12 (IQR 9 to 19), were included in the study. 8646 (82%) of patients received only sCP, whereas 1886 (18%) patients received sCP+A. The sCP+A cohort displayed a higher median ISS compared with sCP (13 vs 11; p<0.01). The overall median time of sCP initiation was hospital day 1 (IQR 0.8 to 2) and the median day for aspirin initiation was hospital day 3 (IQR 1 to 6) for the sCP+A cohort. 353 patients (3.4%) developed symptomatic VTE. Aspirin administration was independently associated with a decreased relative hazard of VTE (HR 0.57; 95% CI 0.36 to 0.88; p=0.01). There were no increased bleeding or wound complications associated with sCP+A (point estimate 1.23, 95% CI 0.68 to 2.2, p=0.50). Conclusion In this large trauma cohort, adjunctive aspirin was independently associated with a significant reduction in VTE and may represent a potential strategy to safely mitigate VTE risk in trauma patients. Further prospective studies evaluating the addition of aspirin to heparinoid-based VTE chemoprophylaxis regimens should be sought. Level of evidence Level III/therapeutic.
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Affiliation(s)
- Daniel Lammers
- Division of Trauma and Acute Care Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Michelle Scerbo
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Annamaria Davidson
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Matthew Pommerening
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Jeffrey Tomasek
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Charles E Wade
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Jessica Cardenas
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - Jan Jansen
- Division of Trauma and Acute Care Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Charles C Miller
- Surgery/Center for Injury Research, The University of Texas Health Science Center McGovern School of Medicine, Houston, Texas, USA
| | - John B Holcomb
- Division of Trauma and Acute Care Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Schaefer JK, Grant PJ. A need to refine venous thromboembolism risk assessment: the challenge of optimizing patient selection for thromboprophylaxis among hospitalized adults. Res Pract Thromb Haemost 2023; 7:102258. [PMID: 38193062 PMCID: PMC10772884 DOI: 10.1016/j.rpth.2023.102258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 10/03/2023] [Accepted: 10/04/2023] [Indexed: 01/10/2024] Open
Affiliation(s)
- Jordan K. Schaefer
- Department of Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI
| | - Paul J. Grant
- Department of Medicine, Division of Hospital Medicine, University of Michigan, Ann Arbor, MI
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Marando M, Blondon K, Darbellay Farhoumand P, Nendaz M, Grauser D, Sallet A, Tamburello A, Pons M, Righini M, Gianella P, Blondon M. Contemporary adequacy of thromboprophylaxis in acutely ill medical patients in Switzerland: a bi-centric prospective cohort. Swiss Med Wkly 2023; 153:40117. [PMID: 37956238 DOI: 10.57187/smw.2023.40117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Venous thromboembolism is a dreaded complication of hospitalised patients, with associated morbidity, mortality and increased healthcare costs. Previous studies have shown that pharmacological thromboprophylaxis, though effective, is inadequately administered in a large proportion of medical inpatients. STUDY AIMS Our primary aim was to evaluate the contemporary adequacy of thromboprophylaxis in medical inpatients admitted to two Swiss hospitals (a university hospital and a regional hospital). The secondary aim was to estimate the 90-day incidence of relevant thrombotic and bleeding events. METHODS In this prospective cohort, patients were recruited at the University Hospital of Geneva and the Regional Hospital of Lugano between September 2020 and February 2021 and followed for 90 days for venous thromboembolism and bleeding events. The adequacy of thromboprophylaxis (pharmacological and/or mechanical) at 24h after hospital admission was evaluated according to the simplified Geneva risk score for hospital-associated venous thromboembolism. RESULTS Among 200 participants (100 at each site, mean age of 65 years), 57.5% were deemed at high risk of venous thromboembolism at admission. Thromboprophylaxis was adequate in 59.5% (95% CI 52.3-66.4%). Among high-risk and low-risk inpatients, thromboprophylaxis was adequate in 71.3% and 43.5%, respectively, with differences between sites. At 90 days, risks of adjudicated venous thromboembolism, major bleeding and mortality were 1.5%, 1.5% and 6.0%, respectively. CONCLUSION Despite the extensive literature on thromboprophylaxis, the adequacy of thromboprophylaxis has not improved and remains insufficient among medical inpatients. Implementation and evaluation of clinical decision support systems are critically needed in this field. CLINICALTRIALS gov number: NCT05306821.
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Affiliation(s)
- Marco Marando
- Department of Internal Medicine, Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Division of Pneumology, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Katherine Blondon
- Medical Directorate, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | | | - Mathieu Nendaz
- Division of General Internal Medicine, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Damien Grauser
- Division of information systems, Geneva University Hospitals, Geneva, Switzerland
| | - Alain Sallet
- Care management, Geneva University Hospitals, Geneva, Switzerland
| | - Adriana Tamburello
- Department of Internal Medicine, Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Division of Nephrology, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Marco Pons
- Department of Internal Medicine, Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
- Division of Pneumology, Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Marc Righini
- Division of Angiology and Hemostasis, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Pietro Gianella
- Division of Pneumology, Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Marc Blondon
- Division of Angiology and Hemostasis, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
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Edwards MA, Hussain MWA, Spaulding AC, Brennan E, Bowers SP, Elli EF, Thomas M. Can Risk-Based Thromboprophylaxis Practice Guidelines be Safely Used in Esophagectomy Cases? Experience of an Academic Health System. J Gastrointest Surg 2023; 27:2045-2056. [PMID: 37670109 DOI: 10.1007/s11605-023-05815-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/13/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND Venous thromboembolism (VTE) occurs in 3-11% of esophagectomy patients and is associated with increased mortality and morbidity. The use of validated VTE risk assessment tools and compliance with recommended practice guidelines remains unclear. In this study, we seek to determine the use of Caprini guideline indicated VTE prophylaxis and its effect on VTE and bleeding complications following esophagectomy. METHODS Esophagectomy cases were identified from the Mayo Clinic electronic health records. Caprini score and VTE prophylaxis regimen received were determined retrospectively. VTE prophylaxis was identified as appropriate or inappropriate based on the Caprini score and prophylaxis received preoperative, during hospitalization, and after hospital discharge. Study cohorts were compared by Pearson Chi-square test, Fisher's Exact test, Kruskal-Wallis test, and logistic regression models. Stata/MP 16.1 was used for analysis. Odds ratios and 95% confidence intervals were reported for logistic regression models. A p-value < 0.05 was considered significant. RESULTS Four hundred and fifty-six esophagectomy cases were analyzed. The median Caprini score was thirteen. Appropriate prophylaxis resulted in a 6.9-fold reduction in inpatient VTE. All 30- and 90-day post-discharge VTEs occurred in those not receiving Caprini guideline-indicated VTE prophylaxis. Inpatient, 30- and 90-day post-discharge bleeding rates were 7.68%, 0.91%, and 2.11%, respectively; however, bleeding was not increased with receipt of appropriate prophylaxis. CONCLUSION In this esophagectomy cohort, Caprini guideline indicated VTE prophylaxis resulted in reduced inpatient VTE events without increasing bleeding complications. Risk-based VTE prevention measures should be considered in this patient cohort known to be at heightened risk for postoperative VTE.
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Affiliation(s)
- Michael A Edwards
- Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA.
- Department Surgery, Mayo Clinic Alix School of Medicine, 4500 San Pablo Rd S, Jacksonville, FL, 32224, USA.
| | | | - Aaron C Spaulding
- Mayo Clinic, Division of Health Care Delivery Research, Jacksonville, FL, 32224, USA
| | - Emily Brennan
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Steven P Bowers
- Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Enrique Fernando Elli
- Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Mathew Thomas
- Department of Cardio/Thoracic Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
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Iqbal Z, Sadaf S. Scientific considerations in the regulatory approval of generic (or biosimilar) version of enoxaparin sodium - A lifesaving carbohydrate polymer. Regul Toxicol Pharmacol 2023; 143:105446. [PMID: 37532121 DOI: 10.1016/j.yrtph.2023.105446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/25/2023] [Accepted: 07/03/2023] [Indexed: 08/04/2023]
Abstract
Enoxaparin sodium (Clexane®/Klexane®/Lovenox®) is one amongst the few drugs that have assumed a central role as drug of treatment and/or prevention against thromboembolic complications during COVID-19. The increase in demand resulting in many generic (or biosimilar) versions entering the market has increased the risks of quality and safety (including immunogenicity) related issues. Under the circumstances, development of stringent regulatory approaches has received much attention as investigation of new drug delivery systems for improved therapeutic activity. As one of the measures to increase quality testing and ensure uninterrupted supply of this life-saving drug globally, determination of enoxaparin molecular weight (MW) has been added in the United States Pharmacopoeia (USP) monograph for enoxaparin sodium. In addition, the presence of a unique 1,6-anhydro-ring structure at the reducing end of about 15-25% of the poly (oligo) saccharide chains of the generic (or biosimilar) product has been set as a mandatory requirement. This article presents an overview of the scientific considerations in the quality manufacturing and testing of the generic (or biosimilar) enoxaparin for regulatory review and approval. In certain cases of strong analytical similarity (structural and functional), abandonment of in vivo testing in animals and humans represents a major advancement in the approval of generic (or biosimilar) version of innovator enoxaparin sodium (lovenox®, injections).
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Affiliation(s)
- Zarina Iqbal
- IP and Litigation Department, PakPat World Intellectual Property Protection Services, Lahore, Pakistan.
| | - Saima Sadaf
- Biopharmaceutical and Biomarkers Discovery Lab, School of Biochemistry and Biotechnology, University of the Punjab, Lahore, Pakistan.
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Sheng W, Wang X, Xu W, Hao Z, Ma H, Zhang S. Development and validation of machine learning models for venous thromboembolism risk assessment at admission: a retrospective study. Front Cardiovasc Med 2023; 10:1198526. [PMID: 37705687 PMCID: PMC10497101 DOI: 10.3389/fcvm.2023.1198526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 08/10/2023] [Indexed: 09/15/2023] Open
Abstract
Introduction Venous thromboembolism (VTE) risk assessment at admission is of great importance for early screening and timely prophylaxis and management during hospitalization. The purpose of this study is to develop and validate novel risk assessment models at admission based on machine learning (ML) methods. Methods In this retrospective study, a total of 3078 individuals were included with their Caprini variables within 24 hours at admission. Then several ML models were built, including logistic regression (LR), random forest (RF), and extreme gradient boosting (XGB). The prediction performance of ML models and the Caprini risk score (CRS) was then validated and compared through a series of evaluation metrics. Results The values of AUROC and AUPRC were 0.798 and 0.303 for LR, 0.804 and 0.360 for RF, and 0.796 and 0.352 for XGB, respectively, which outperformed CRS significantly (0.714 and 0.180, P < 0.001). When prediction scores were stratified into three risk levels for application, RF could obtain more reasonable results than CRS, including smaller false positive alerts and larger lower-risk proportions. The boosting results of stratification were further verified by the net-reclassification-improvement (NRI) analysis. Discussion This study indicated that machine learning models could improve VTE risk prediction at admission compared with CRS. Among the ML models, RF was found to have superior performance and great potential in clinical practice.
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Affiliation(s)
- Wenbo Sheng
- Research and Development Department, Shanghai Synyi Medical Technology Co., Ltd., Shanghai, China
| | - Xiaoli Wang
- Pudong Institute for Health Development, Shanghai, China
| | - Wenxiang Xu
- Research and Development Department, Shanghai Synyi Medical Technology Co., Ltd., Shanghai, China
| | - Zedong Hao
- Research and Development Department, Shanghai Synyi Medical Technology Co., Ltd., Shanghai, China
| | - Handong Ma
- Research and Development Department, Shanghai Synyi Medical Technology Co., Ltd., Shanghai, China
| | - Shaodian Zhang
- Research and Development Department, Shanghai Synyi Medical Technology Co., Ltd., Shanghai, China
- Division of Medical Affairs, Shanghai Tenth People's Hospital, Shanghai, China
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Lam BD, Dodge LE, Datta S, Rosovsky RP, Robertson W, Lake L, Reyes N, Adamski A, Abe K, Panoff S, Pinson A, Elavalakanar P, Vlachos IS, Zwicker JI, Patell R. Venous thromboembolism prophylaxis for hospitalized adult patients: a survey of US health care providers on attitudes and practices. Res Pract Thromb Haemost 2023; 7:102168. [PMID: 37767063 PMCID: PMC10520566 DOI: 10.1016/j.rpth.2023.102168] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 06/07/2023] [Accepted: 06/21/2023] [Indexed: 09/29/2023] Open
Abstract
Background Venous thromboembolism (VTE) is a leading cause of preventable mortality among hospitalized patients, but appropriate risk assessment and thromboprophylaxis remain underutilized or misapplied. Objectives We conducted an electronic survey of US health care providers to explore attitudes, practices, and barriers related to thromboprophylaxis in adult hospitalized patients and at discharge. Results A total of 607 US respondents completed the survey: 63.1% reported working in an academic hospital, 70.7% identified as physicians, and hospital medicine was the most frequent specialty (52.1%). The majority of respondents agreed that VTE prophylaxis is important (98.8%; 95% CI: 97.6%-99.5%) and that current measures are safe (92.6%; 95% CI: 90.2%-94.5%) and effective (93.8%; 95% CI: 91.6%-95.6%), but only half (52.0%; 95% CI: 47.9%-56.0%) believed that hospitalized patients at their institution are on appropriate VTE prophylaxis almost all the time. One-third (35.4%) reported using a risk assessment model (RAM) to determine VTE prophylaxis need; 44.9% reported unfamiliarity with RAMs. The most common recommendation for improving rates of appropriate thromboprophylaxis was to leverage technology. A majority of respondents (84.5%) do not reassess a patient's need for VTE prophylaxis at discharge, and a minority educates patients about the risk (16.2%) or symptoms (18.9%) of VTE at discharge. Conclusion Despite guideline recommendations to use RAMs, the majority of providers in our survey do not use them. A majority of respondents believed that technology could help improve VTE prophylaxis rates. A majority of respondents do not reassess the risk of VTE at discharge or educate patients about this risk of VTE at discharge.
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Affiliation(s)
- Barbara D. Lam
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Laura E. Dodge
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Siddhant Datta
- Division of Hospital Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Rachel P. Rosovsky
- Division of Hematology & Oncology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - William Robertson
- National Blood Clot Alliance, Philadelphia, Pennsylvania, USA
- Weber State University, Ogden, Utah, USA
| | - Leslie Lake
- National Blood Clot Alliance, Philadelphia, Pennsylvania, USA
| | - Nimia Reyes
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Alys Adamski
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Karon Abe
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Samuel Panoff
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Amanda Pinson
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Pavania Elavalakanar
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Ioannis S. Vlachos
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Bioinformatics Program, Cancer Research Institute, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jeffrey I. Zwicker
- Department of Medicine, Hematology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Rushad Patell
- Division of Hematology and Hematologic Malignancies, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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Amin A, Kartashov A, Ngai W, Steele K, Rosenthal N. Effectiveness, safety, and costs of thromboprophylaxis with enoxaparin or unfractionated heparin in inpatients with obesity. Front Cardiovasc Med 2023; 10:1163684. [PMID: 37396589 PMCID: PMC10313352 DOI: 10.3389/fcvm.2023.1163684] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 05/08/2023] [Indexed: 07/04/2023] Open
Abstract
Background Obesity is a frequent and significant risk factor for venous thromboembolism (VTE) among hospitalized adults. Pharmacologic thromboprophylaxis can help prevent VTE, but real-world effectiveness, safety, and costs among inpatients with obesity are unknown. Objective This study aims to compare clinical and economic outcomes among adult medical inpatients with obesity who received thromboprophylaxis with enoxaparin or unfractionated heparin (UFH). Methods A retrospective cohort study was performed using the PINC AI™ Healthcare Database, which covers more than 850 hospitals in the United States. Patients included were ≥18 years old, had a primary or secondary discharge diagnosis of obesity [International Classification of Diseases (ICD)-9 diagnosis codes 278.01, 278.02, and 278.03; ICD-10 diagnosis codes E66.0x, E66.1, E66.2, E66.8, and E66.9], received ≥1 thromboprophylactic dose of enoxaparin (≤40 mg/day) or UFH (≤15,000 IU/day) during the index hospitalization, stayed ≥6 days in the hospital, and were discharged between 01 January 2010, and 30 September 2016. We excluded surgical patients, patients with pre-existing VTE, and those who received higher (treatment-level) doses or multiple types of anticoagulants. Multivariable regression models were constructed to compare enoxaparin with UFH based on the incidence of VTE, pulmonary embolism (PE)---------related mortality, overall in-hospital mortality, major bleeding, treatment costs, and total hospitalization costs during the index hospitalization and the 90 days after index discharge (readmission period). Results Among 67,193 inpatients who met the selection criteria, 44,367 (66%) and 22,826 (34%) received enoxaparin and UFH, respectively, during their index hospitalization. Demographic, visit-related, clinical, and hospital characteristics differed significantly between groups. Enoxaparin during index hospitalization was associated with 29%, 73%, 30%, and 39% decreases in the adjusted odds of VTE, PE-related mortality, in-hospital mortality, and major bleeding, respectively, compared with UFH (all p < 0.002). Compared with UFH, enoxaparin was associated with significantly lower total hospitalization costs during the index hospitalization and readmission periods. Conclusions Among adult inpatients with obesity, primary thromboprophylaxis with enoxaparin compared with UFH was associated with significantly lower risks of in-hospital VTE, major bleeding, PE-related mortality, overall in-hospital mortality, and hospitalization costs.
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Affiliation(s)
- Alpesh Amin
- Department of Medicine, University of California at Irvine, Irvine, CA, United States
| | - Alex Kartashov
- PINC AI™ Applied Sciences, Premier Inc., Charlotte, NC, United States
| | | | | | - Ning Rosenthal
- PINC AI™ Applied Sciences, Premier Inc., Charlotte, NC, United States
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Lobastov K, Urbanek T, Stepanov E, Lal BK, Marangoni J, Krauss ES, Cronin M, Dengler N, Segal A, Welch HJ, Gianesini S, Chen X, Caprini JA. The Thresholds of Caprini Score Associated With Increased Risk of Venous Thromboembolism Across Different Specialties: A Systematic Review. Ann Surg 2023; 277:929-937. [PMID: 36912040 DOI: 10.1097/sla.0000000000005843] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/18/2023] [Indexed: 03/14/2023]
Abstract
OBJECTIVE Estimation of the specific thresholds of the Caprini risk score (CRS) that are associated with the increased incidence of venous thromboembolism (VTE) across different specialties, including identifying the highest level of risk. BACKGROUND Accurate risk assessment remains an important but often challenging aspect of VTE prophylaxis. One well-established risk assessment model is CRS, which has been validated in thousands of patients from many different medical and surgical specialties. METHODS A search of MEDLINE and the Cochrane Library was performed in March 2022. Manuscripts that reported on (1) patients admitted to medical or surgical departments and (2) had their VTE risk assessed by CRS and (3) reported on the correlation between the score and VTE incidence, were included in the analysis. RESULTS A total of 4562 references were identified, and the full text of 202 papers was assessed for eligibility. The correlation between CRS and VTE incidence was reported in 68 studies that enrolled 4,207,895 patients. In all specialties, a significant increase in VTE incidence was observed in patients with a CRS of ≥5. In most specialties thresholds of ≥7, ≥9, and ≥11 to 12 were associated with dramatically increased incidences of VTE. In COVID-19, cancer, trauma, vascular, general, head and neck, and thoracic surgery patients with ≥9 and ≥11 to 12 scores the VTE incidence was extremely high (ranging from 13% to 47%). CONCLUSION The Caprini score is being used increasingly to predict VTE in many medical and surgical specialties. In most cases, the VTE risk for individual patients increases dramatically at a threshold CRS of 7 to 11.
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Affiliation(s)
- Kirill Lobastov
- Pirogov Russian National Research Medical University, Moscow, Russia
| | | | - Eugeniy Stepanov
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - Brajesh K Lal
- University of Maryland School of Medicine, Baltimore, MD
| | | | - Eugene S Krauss
- Department of Orthopaedic Surgery, Syosset Hospital, Northwell Health, Syosset, NY
| | - MaryAnne Cronin
- Department of Orthopaedic Surgery, Syosset Hospital, Northwell Health, Syosset, NY
| | - Nancy Dengler
- Department of Orthopaedic Surgery, Syosset Hospital, Northwell Health, Syosset, NY
| | - Ayal Segal
- Department of Orthopaedic Surgery, Syosset Hospital, Northwell Health, Syosset, NY
| | - Harold J Welch
- Division of Vascular Surgery, Lahey Hospital and Medical Center, Burlington, MA
| | | | - Xiaolan Chen
- Department of Respiratory and Critical Care Medicine, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
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Pang B, Kearney L, Maccarone J, Zhang J, Kearney C, Sangani R, Shankar DA, Gillmeyer KR, Law AC, Bosch NA. Association between Early Venous Thromboembolism Prophylaxis, Bleeding Risk, and Venous Thromboembolism among Critically Ill Patients with Thrombocytopenia. Ann Am Thorac Soc 2023; 20:917-920. [PMID: 36867519 PMCID: PMC10257036 DOI: 10.1513/annalsats.202210-847rl] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
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Geng S, Li Y, Ge J, Guo X, Liu Y, Jiang H. Reliability of Risk Assessment for Intra-Hospital Venous Thromboembolism: An Exploratory Cross-Sectional Study. J Multidiscip Healthc 2023; 16:1541-1547. [PMID: 37283949 PMCID: PMC10241171 DOI: 10.2147/jmdh.s414480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/25/2023] [Indexed: 06/08/2023] Open
Abstract
Objective Hospital-associated venous thromboembolism (VTE) is a major cause of unintended death in hospitalized patients. Standardized and reasonable prevention measures may reduce its occurrence effectively. This study aims to analyze the consistency of VTE risk assessment by physicians and nurses and its potential causes. Methods A total of 897 patients admitted to Shanghai East Hospital from December 2021 to March 2022 were recruited. The VTE assessment scores of physicians and nurses and the activities of daily living (ADL) scores within the first 24 h of admission were collected for each patient. Cohen's Kappa values were calculated to assess the inter-rater consistency of these scores. Results VTE scores were fairly consistent between doctors and nurses in both surgical (Kappa = 0.30, 95% CI: 0.25-0.34) and non-surgical (Kappa = 0.35, 95% CI: 0.31-0.38) departments. There was moderate agreement in VTE risk assessment between doctors and nurses in surgical departments (Kappa = 0.50, 95% CI: 0.38-0.62) while fair agreement in VTE risk assessment between doctors and nurses in non-surgical departments (Kappa = 0.32, 95% CI: 0.26-0.40). The assessment of the mobility impairment component was fairly consistent between doctors and nurses in the non-surgical departments (Kappa = 0.31, 95% CI: 0.25-0.37). Conclusion Due to the poor consistency of VTE risk assessment between doctors and nurses, it is necessary to provide systematic training and develop a standardized assessment process for healthcare professionals to construct a scientific and effective VTE prevention and treatment system.
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Affiliation(s)
- Shasha Geng
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
| | - Yang Li
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
| | - Jianli Ge
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
| | - Xiaotong Guo
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
| | - Yue Liu
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
| | - Hua Jiang
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, People’s Republic of China
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Sahle BW, Pilcher D, Peter K, McFadyen JD, Litton E, Bucknall T. Mortality data from omission of early thromboprophylaxis in critically ill patients highlights the importance of an individualised diagnosis-related approach. Thromb J 2023; 21:59. [PMID: 37221578 DOI: 10.1186/s12959-023-00499-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/03/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) prophylaxis is effective in reducing VTE events, however, its impact on mortality is unclear. We examined the association between omission of VTE prophylaxis within the first 24 h after intensive care unit (ICU) admission and hospital mortality. METHODS Retrospective analysis of prospectively collected data from the Australian New Zealand Intensive Care Society Adult Patient Database. Data were obtained for adult admissions between 2009 and 2020. Mixed effects logistic regression models were used to evaluate the association between omission of early VTE prophylaxis and hospital mortality. RESULTS Of the 1,465,020 ICU admissions, 107,486 (7.3%) did not receive any form of VTE prophylaxis within the first 24 h after ICU admission without documented contraindication. Omission of early VTE prophylaxis was independently associated with 35% increased odds of in-hospital mortality (odds ratios (OR): 1.35; 95% CI: 1.31-1.41). The associations between omission of early VTE prophylaxis and mortality varied by admission diagnosis. In patients diagnosed with stroke (OR: 1.26, 95% CI: 1.05-1.52), cardiac arrest (OR: 1.85, 95% CI: 1.65-2.07) or intracerebral haemorrhage (OR: 1.48, 95% CI: 1.19-1.84), omission of VTE prophylaxis was associated with increased risk of mortality, but not in patients diagnosed with subarachnoid haemorrhage or head injury. CONCLUSIONS Omission of VTE prophylaxis within the first 24 h after ICU admission was independently associated with increased risk of mortality that varied by admission diagnosis. Consideration of early thromboprophylaxis may be required for patients with stroke, cardiac arrest and intracerebral haemorrhage but not in those with subarachnoid haemorrhage or head injury. The findings highlight the importance of individualised diagnosis-related thromboprophylaxis benefit-harm assessments.
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Affiliation(s)
- Berhe W Sahle
- School of Nursing and Midwifery, Faculty of Health, Deakin University, Melbourne, VIC, Australia.
- Centre for Quality and Patient Safety Research, Alfred Health Partnership, Institute for Health Transformation, Melbourne, VIC, Australia.
| | - David Pilcher
- Department of Intensive Care, Alfred Hospital, Melbourne, VIC, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Australian and New Zealand Intensive Care Society Centre for Outcome and Resource Evaluation, Melbourne, VIC, Australia
| | - Karlheinz Peter
- Atherothrombosis and Vascular Biology, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Department of Medicine, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, VIC, Australia
- Department of Cardiology, The Alfred Hospital, Melbourne, VIC, Australia
| | - James D McFadyen
- Atherothrombosis and Vascular Biology, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Department of Medicine, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, VIC, Australia
- Department of Clinical Hematology, The Alfred Hospital, Melbourne, VIC, Australia
| | - Edward Litton
- Australian and New Zealand Intensive Care Society Centre for Outcome and Resource Evaluation, Melbourne, VIC, Australia
- Fiona Stanley Hospital, Perth, WA, Australia
- The University of Western Australia, Perth, WA, Australia
| | - Tracey Bucknall
- School of Nursing and Midwifery, Faculty of Health, Deakin University, Melbourne, VIC, Australia
- Centre for Quality and Patient Safety Research, Alfred Health Partnership, Institute for Health Transformation, Melbourne, VIC, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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49
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Yapa AKDS, Humes DJ, Crooks CJ, Lewis-Lloyd CA. Venous thromboembolism following colectomy for diverticular disease: an English population-based cohort study. Langenbecks Arch Surg 2023; 408:203. [PMID: 37212868 PMCID: PMC10203000 DOI: 10.1007/s00423-023-02920-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 04/29/2023] [Indexed: 05/23/2023]
Abstract
AIM This study reports venous thromboembolism (VTE) rates following colectomy for diverticular disease to explore the magnitude of postoperative VTE risk in this population and identify high risk subgroups of interest. METHOD English national cohort study of colectomy patients between 2000 and 2019 using linked primary (Clinical Practice Research Datalink) and secondary (Hospital Episode Statistics) care data. Stratified by admission type, absolute incidence rates (IR) per 1000 person-years and adjusted incidence rate ratios (aIRR) were calculated for 30- and 90-day post-colectomy VTE. RESULTS Of 24,394 patients who underwent colectomy for diverticular disease, over half (57.39%) were emergency procedures with the highest VTE rate seen in patients ≥70-years-old (IR 142.27 per 1000 person-years, 95%CI 118.32-171.08) at 30 days post colectomy. Emergency resections (IR 135.18 per 1000 person-years, 95%CI 115.72-157.91) had double the risk (aIRR 2.07, 95%CI 1.47-2.90) of developing a VTE at 30 days following colectomy compared to elective resections (IR 51.14 per 1000 person-years, 95%CI 38.30-68.27). Minimally invasive surgery (MIS) was shown to be associated with a 64% reduction in VTE risk (aIRR 0.36 95%CI 0.20-0.65) compared to open colectomies at 30 days post-op. At 90 days following emergency resections, VTE risks remained raised compared to elective colectomies. CONCLUSION Following emergency colectomy for diverticular disease, the VTE risk is approximately double compared to elective resections at 30 days while MIS was found to be associated with a reduced risk of VTE. This suggests advancements in postoperative VTE prevention in diverticular disease patients should focus on those undergoing emergency colectomies.
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Affiliation(s)
- Anjali K D S Yapa
- Gastrointestinal Surgery, National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre (BRC), Nottingham University Hospitals NHS Trust and the University of Nottingham, School of Medicine, Queen's Medical Centre, Nottingham, UK.
| | - David J Humes
- Gastrointestinal Surgery, National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre (BRC), Nottingham University Hospitals NHS Trust and the University of Nottingham, School of Medicine, Queen's Medical Centre, Nottingham, UK
| | - Colin J Crooks
- Gastrointestinal & Liver Theme, National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre (BRC), Nottingham University Hospitals NHS Trust and the University of Nottingham, School of Medicine, Queen's Medical Centre, Nottingham, UK
| | - Christopher A Lewis-Lloyd
- Gastrointestinal Surgery, National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre (BRC), Nottingham University Hospitals NHS Trust and the University of Nottingham, School of Medicine, Queen's Medical Centre, Nottingham, UK
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50
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Kaye B, Ali A, Correa Bastianon Santiago RA, Ibrahim B, Isidor J, Awad H, Sabahi M, Obrzut M, Adada B, Ranjan S, Borghei-Razavi H. The Role of EGFR Amplification in Deep Venous Thrombosis Occurrence in IDH Wild-Type Glioblastoma. Curr Oncol 2023; 30:4946-4956. [PMID: 37232831 DOI: 10.3390/curroncol30050373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023] Open
Abstract
Introduction: Glioblastoma (GBM) patients have a 20-30 incidence of venous thromboembolic events. EGFR is a widely used prognostic marker for many cancers. Recent lung cancer studies have described relationships between EGFR amplification and an increased incidence of thromboembolic complications. We aim to explore this relationship in glioblastoma patients. Methods: Two hundred ninety-three consecutive patients with IDH wild-type GBM were included in the analysis. The amplification status of EGFR was measured using fluorescence in situ hybridization (FISH). Centromere 7 (CEP7) expression was recorded to calculate the EGFR-to-CEP7 ratio. All data were collected retrospectively through chart review. Molecular data were obtained through the surgical pathology report at the time of biopsy. Results: There were 112 subjects who were EGFR-amplified (38.2%) and 181 who were non-amplified (61.8%). EGFR amplification status was not significantly correlated with VTE risk overall (p = 0.2001). There was no statistically significant association between VTE and EGFR status after controlling for Bevacizumab therapy (p = 0.1626). EGFR non-amplified status was associated with an increased VTE risk in subjects greater than 60 years of age (p = 0.048). Conclusions: There was no significant difference in occurrence of VTE in patients with glioblastoma, regardless of EGFR amplification status. Patients older than 60 years of age with EGFR amplification experienced a lower rate of VTE, contrary to some reports on non-small-cell lung cancer linking EGFR amplification to VTE risk.
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Affiliation(s)
- Brandon Kaye
- Dr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Assad Ali
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | | | - Bilal Ibrahim
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Julio Isidor
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Hany Awad
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | | | - Michal Obrzut
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Badih Adada
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Surabhi Ranjan
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
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