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Bassa B, Little E, Ryan D, Cronin J, Lyons F, Ainle FN, Breslin T. VTE rates and risk factors in major trauma patients. Injury 2024; 55:111964. [PMID: 39481253 DOI: 10.1016/j.injury.2024.111964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 09/23/2024] [Accepted: 10/14/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a common and in some instances life-threatening complication following severe traumatic injury. Owing to a lack of high-quality evidence in VTE risk prediction and prevention in this cohort, major trauma patients receive variable VTE preventative care. The aim of this systematic review was to determine the reported rates of VTE in major trauma patients, and associated risk factors. METHODS A comprehensive database search was conducted using EBSCO/MEDLINE, EMBASE, CINAHL, Cochrane and Scopus to identify studies published between 1990 and 2023. Original Studies quantifying the occurrence of and/or evaluating risk factors for VTE, PE and DVT in a defined population were eligible for inclusion. Five reviewers screened, appraised, and extracted data from the selected studies. RESULTS A total of 22 studies fulfilled the inclusion criteria. Most studies were conducted in Northern America (72 %), followed by Asia (18 %), and Europe (9 %). Of the 22 studies, 17 were retrospective, 4 were prospective and 1 was the control arm of an RCT. The reported rates in included studies ranged from 0.39 % to 32 % (VTE), 0.59 % to 57.60 % (DVT) and 0.35 % to 24.0 % (PE). Operative procedure was the most consistently reported associated variable for DVT followed by delays to prophylaxis and pelvic injury. Lower extremity injury was the most frequently reported associated variable for PE followed by male sex and increased age. Age was the most frequently reported variable for both DVT and PE. CONCLUSION There exists significant variation in the reported rates of VTE in major trauma patients globally. Operative procedure, delays to prophylaxis and pelvic injury were the most consistently reported associated variables for DVT. Lower extremity injury followed by male sex and increased age were the most frequently reported associated variables for PE. Although studies indicate possible differences in risk factors for DVT and PE, heterogeneity in study characteristics and outcome reporting impedes any meaningful conclusions. Reconciliation of VTE rates in major trauma patients is necessary when comparing populations.
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Affiliation(s)
- Bibi Bassa
- School of Postgraduate studies, Royal College of Surgeons in Ireland, Ireland; Department of Trauma and Emergency Medicine, Mater Misericordiae University Hospital (MMUH), Eccles street, Dublin 7, Ireland.
| | - Elizabeth Little
- Department of Trauma and Emergency Medicine, Mater Misericordiae University Hospital (MMUH), Eccles street, Dublin 7, Ireland.
| | - David Ryan
- Department of Radiology, Beaumont Hospital, Beaumont, Dublin 0, Ireland.
| | - John Cronin
- Department of Emergency Medicine, St Vincent's University Hospital (SVUH), Dublin 4, Ireland.
| | - Frank Lyons
- Department of Trauma and Orthopedics, Mater Misericordiae University Hospital (MMUH), Eccles street, Dublin 7, Ireland.
| | - Fionnuala Ni Ainle
- Department of Haematology, Mater Misericordiae University Hospital (MMUH), Eccles street, Dublin 7, Ireland.
| | - Tomas Breslin
- Department of Trauma and Emergency Medicine, Mater Misericordiae University Hospital (MMUH), Eccles street, Dublin 7, Ireland.
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Tran A, Fernando SM, Rochwerg B, Hameed MS, Dawe P, Hawes H, Haut E, Inaba K, Engels PT, Zarychanski R, Siegal DM, Carrier M. Prognostic factors associated with venous thromboembolism following traumatic injury: A systematic review and meta-analysis. J Trauma Acute Care Surg 2024; 97:471-477. [PMID: 38548736 DOI: 10.1097/ta.0000000000004326] [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: 04/11/2024]
Abstract
INTRODUCTION Trauma patients are at increased risk of venous thromboembolism (VTE), including deep venous thrombosis and/or pulmonary embolism. We conducted a systematic review and meta-analysis summarizing the association between prognostic factors and the occurrence of VTE following traumatic injury. METHODS We searched the Embase and Medline databases from inception to August 2023. We identified studies reporting confounding adjusted associations between patient, injury, or postinjury care factors and risk of VTE. We performed meta-analyses of odds ratios using the random-effects method and assessed individual study risk of bias using the Quality in Prognosis Studies tool. RESULTS We included 31 studies involving 1,981,946 patients. Studies were predominantly observational cohorts from North America. Factors with moderate or higher certainty of association with increased risk of VTE include older age, obesity, male sex, higher Injury Severity Score, pelvic injury, lower extremity injury, spinal injury, delayed VTE prophylaxis, need for surgery, and tranexamic acid use. After accounting for other important contributing prognostic variables, a delay in the delivery of appropriate pharmacologic prophylaxis for as little as 24 to 48 hours independently confers a clinically meaningful twofold increase in incidence of VTE. CONCLUSION These findings highlight the contribution of patient predisposition, the importance of injury pattern, and the impact of potentially modifiable postinjury care on risk of VTE after traumatic injury. These factors should be incorporated into a risk stratification framework to individualize VTE risk assessment and support clinical and academic efforts to reduce thromboembolic events among trauma patients. LEVEL OF EVIDENCE Systematic Review and Meta-Analysis; Level III.
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Affiliation(s)
- Alexandre Tran
- From the Division of Critical Care (A.T.), The Ottawa Hospital; Clinical Epidemiology Program (A.T., S.M.F., D.M.S., M.C.), Ottawa Hospital Research Institute; Department of Surgery (A.T.), University of Ottawa, Ottawa; Department of Critical Care (S.M.F.), Lakeridge Health Corporation, Oshawa; Department of Surgery (B.R., P.T.E.) and Department of Health Research Methods (B.R.), Evidence, and Impact, McMaster University, Hamilton; Department of Surgery (M.S.H., P.D., H.H.), University of British Columbia, Vancouver, Canada; Department of Surgery (E.H.), Johns Hopkins University, Baltimore, Maryland; Department of Medicine (K.I.) and Department of Community Health Sciences (R.Z.), University of Manitoba; Center of Health Care Innovation (R.Z.), Winnipeg, Canada; Department of Surgery (R.Z.), University of Southern California, Los Angeles, California; and Department of Medicine (D.M.S., M.C.), University of Ottawa, Ottawa, Canada
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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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Kobzeva-Herzog AJ, Smith SM, Counihan DR, Kain MS, Richman AP, Scantling DR, Saillant NN, Sanchez SE, Torres CM. Timing of venous thromboembolism prophylaxis initiation and complications in polytrauma patients with high-risk bleeding orthopedic interventions: A nationwide analysis. J Trauma Acute Care Surg 2024; 97:96-104. [PMID: 38548689 DOI: 10.1097/ta.0000000000004331] [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: 06/26/2024]
Abstract
INTRODUCTION There are no clear recommendations for the perioperative timing and initiation of venous thromboembolism pharmacologic prophylaxis (VTEp) among polytrauma patients undergoing high-risk bleeding orthopedic operative intervention, leading to variations in VTEp administration. Our study examined the association between the timing of VTEp and VTE complications in polytrauma patients undergoing high-risk operative orthopedic interventions nationwide. METHODS We performed a retrospective cohort study of trauma patients 18 years or older who underwent high-risk bleeding operative orthopedic interventions for pelvic, hip, and femur fractures within 24 hours of admission at American College of Surgeons-verified trauma centers using the 2019-2020 American College of Surgeons Trauma Quality Improvement Program databank. We excluded patients with a competing risk of nonorthopedic surgical bleeding. We assessed operative orthopedic polytrauma patients who received VTEp within 12 hours of orthopedic surgical intervention compared with VTEp received beyond 12 hours of intervention. The primary outcome assessed was overall VTE events. Secondary outcomes were orthopedic reinterventions within 72 hours after primary orthopedic surgery, deep venous thromboembolism, and pulmonary embolism rates. RESULTS The study included 2,229 patients who underwent high-risk orthopedic operative intervention. The median time to VTEp initiation was 30 hours (interquartile range, 18-44 hours). After adjustment for baseline patient, injury, and hospital characteristics, VTEp initiated more than 12 hours from primary orthopedic surgery was associated with increased odds of VTE (adjusted odds ratio, 2.02; 95% confidence interval, 1.08-3.77). Earlier initiation of prophylaxis was not associated with an increased risk for surgical reintervention (hazard ratio, 0.90; 95% confidence interval, 0.62-1.34). CONCLUSION Administering VTEp within 24 hours of admission and within 12 hours of major orthopedic surgery involving the femur, pelvis, or hip demonstrated an associated decreased risk of in-hospital VTE without an accompanying elevated risk of bleeding-related orthopedic reintervention. Clinicians should reconsider delays in initiating or withholding perioperative VTEp for stable polytrauma patients needing major orthopedic intervention. LEVEL OF EVIDENCE Therapeutic/Care Management; Level III.
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Affiliation(s)
- Anna J Kobzeva-Herzog
- From the Department of Surgery (A.J.K.-H., S.M.S., D.R.C., A.P.R., D.S., N.N.S., S.E.S., C.M.T.), and Department of Orthopedic Surgery (M.S.K.), Boston Medical Center, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
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Zhang FQ, Yang YZ, Li PF, Ma GR, Zhang AR, Zhang H, Guo HZ. Impact of preoperative anemia on patients undergoing total joint replacement of lower extremity: a systematic review and meta-analysis. J Orthop Surg Res 2024; 19:249. [PMID: 38637795 PMCID: PMC11027536 DOI: 10.1186/s13018-024-04706-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/29/2024] [Indexed: 04/20/2024] Open
Abstract
PURPOSE Preoperative anemia increases postoperative morbidity, mortality, and the risk of allogeneic transfusion. However, the incidence of preoperative anemia in patients undergoing total hip arthroplasty and total knee arthroplasty (TKA) and its relationship to postoperative outcomes has not been previously reported. METHODS We conducted a comprehensive literature search through PubMed, Cochrane Library, Web of Sincien, and Embase from inception to July 2023 to investigate the prevalence of preoperative anemia in patients undergoing Total Joint Arthroplasty, comorbidities between anemic and non-anemicpatients before surgery, and postoperative outcomes. postoperative outcomes were analyzed. Overall prevalence was calculated using a random-effects model, and heterogeneity between studies was examined by Cochran's Q test and quantified by the I2 statistic. Subgroup analyses and meta-regression analyses were performed to identify sources of heterogeneity. Publication bias was assessed by funnel plots and validated by Egger's test. RESULTS A total of 21 studies with 369,101 samples were included, all of which were retrospective cohort studies. 3 studies were of high quality and 18 studies were of moderate quality. The results showed that the prevalence of preoperative anemia was 22% in patients awaiting arthroplasty; subgroup analyses revealed that the prevalence of preoperative anemia was highest in patients awaiting revision of total knee arthroplasty; the highest prevalence of preoperative anemia was found in the Americas; preoperative anemia was more prevalent in the female than in the male population; and preoperative anemia with a history of preoperative anemia was more common in the female than in the male population. patients with a history of preoperative anemia; patients with joint replacement who had a history of preoperative anemia had an increased risk of infection, postoperative blood transfusion rate, postoperative blood transfusion, Deep vein thrombosis of the lower limbs, days in hospital, readmission within three months, and mortality compared with patients who did not have preoperative anemia. CONCLUSION The prevalence of preoperative anemia in patients awaiting total joint arthroplasty is 22%, and is higher in TKA and female patients undergoing revision, while preoperative anemia is detrimental to the patient's postoperative recovery and will increase the risk of postoperative complications, transfusion rates, days in the hospital, readmission rates, and mortality.
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Affiliation(s)
- Fu-Qiang Zhang
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China
| | - Yong-Ze Yang
- First Clinical Medical College of Gansu, University of Traditional Chinese Medicine, Lanzhou, China.
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China.
| | - Peng-Fei Li
- First Clinical Medical College of Gansu, University of Traditional Chinese Medicine, Lanzhou, China
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China
| | - Guo-Rong Ma
- First Clinical Medical College of Gansu, University of Traditional Chinese Medicine, Lanzhou, China
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China
| | - An-Ren Zhang
- First Clinical Medical College of Gansu, University of Traditional Chinese Medicine, Lanzhou, China
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China
| | - Hui Zhang
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China
| | - Hong-Zhang Guo
- People's Hospital of Gansu Province, Chengguan District, 204 Donggang West Road, Lanzhou, 730000, China.
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Niziolek GM, Mangan L, Weaver C, Prendergast V, Lamore R, Zielke M, Martin ND. Inadequate prophylaxis in patients with trauma: anti-Xa-guided enoxaparin dosing management in critically ill patients with trauma. Trauma Surg Acute Care Open 2024; 9:e001287. [PMID: 38362006 PMCID: PMC10868176 DOI: 10.1136/tsaco-2023-001287] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/27/2024] [Indexed: 02/17/2024] Open
Abstract
Venous thromboembolism (VTE) causes significant morbidity in patients with trauma despite advances in pharmacologic therapy. Prior literature suggests standard enoxaparin dosing may not achieve target prophylactic anti-Xa levels. We hypothesize that a new weight-based enoxaparin protocol with anti-Xa monitoring for dose titration in critically injured patients is safe and easily implemented. Methods This prospective observational study included patients with trauma admitted to the trauma intensive care unit (ICU) from January 2021 to September 2022. Enoxaparin dosing was adjusted based on anti-Xa levels as standard of care via a performance improvement initiative. The primary outcome was the proportion of subtarget anti-Xa levels (<0.2 IU/mL) on 30 mg two times per day dosing of enoxaparin. Secondary outcomes included the dosing modifications to attain goal anti-Xa levels, VTE and bleeding events, and hospital and ICU lengths of stay. Results A total of 282 consecutive patients were included. Baseline demographics revealed a median age of 36 (26-55) years, and 44.7% with penetrating injuries. Of these, 119 (42.7%) achieved a target anti-Xa level on a starting dose of 30 mg two times per day. Dose modifications for subtarget anti-Xa levels were required in 163 patients (57.8%). Of those, 120 underwent at least one dose modification, which resulted in 78 patients (47.8%) who achieved a target level prior to hospital discharge on a higher dose of enoxaparin. Overall, only 69.1% of patients achieved goal anti-Xa level prior to hospital discharge. VTE occurred in 25 patients (8.8%) and major bleeding in 3 (1.1%) patients. Conclusion A majority of critically injured patients do not meet target anti-Xa levels with 30 mg two times per day enoxaparin dosing. This study highlights the need for anti-Xa-based dose modification and efficacy of a pharmacy-driven protocol. Further optimization is warranted to mitigate VTE events. Level of evidence Therapeutic/care management, level III.
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Affiliation(s)
| | - Lauren Mangan
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Cassidi Weaver
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Raymond Lamore
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Megan Zielke
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Niels D Martin
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Simpson J, McCullough J, Walters K, Wake E, Ho D, Chan E, Campbell D, Winearls J. Rotational thromboelastometry values across age groups in all trauma patients presenting to a level 1 trauma centre: An observational study. Emerg Med Australas 2023; 35:976-982. [PMID: 37423609 DOI: 10.1111/1742-6723.14277] [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: 02/04/2023] [Revised: 04/04/2023] [Accepted: 06/18/2023] [Indexed: 07/11/2023]
Abstract
OBJECTIVES To describe rotational thromboelastometry (ROTEM) values (FIBTEM A5, EXTEM A5 and EXTEM CT) across age groups and assess for a statistical trend; and to determine whether any trend in ROTEM values is affected by severity of injury and packed red blood cells (PRBC) requirement. METHODS Retrospective observational study at a level 1 trauma centre in Queensland, Australia. A total of 1601 consecutive trauma patients presenting to the ED. ROTEM data described included FIBTEM A5, EXTEM A5 and EXTEM CT. These values are described by age group (≤30 years, 31-45 years, 46-60 years, 61-75 years and >75 years), Injury Severity Score (ISS) category (<12, ≥12, <25 and ≥25) and number of PRBCs transfused in the first 24 h of admission (0 units, 1-4 units, 5-9 units and ≥10 units). RESULTS The median age of participants was 37 years (interquartile range [IQR] 25-54 years), with 48.2% of patients had severe trauma (ISS >12) and 13.2% receiving at least one unit of PRBC in the first 24 h of admission. Median (IQR) values for FIBTEM A5, EXTEM A5 and EXTEM CT were 13 mm (10-16 mm), 45 mm (40-49 mm) and 62 s (56-71 s), respectively. A test for trend over progressive age groups showed an increase in FIBTEM A5 (P < 0.001) and EXTEM A5 values (P < 0.001) and a decrease in EXTEM CT values (P < 0.001). CONCLUSION The present study demonstrated a pattern of increasing coagulability, as defined by ROTEM, with increasing age group in trauma patients, even among the severely injured. Further investigation is required to determine the clinical impact of these findings on both the ROTEM-guided management and longitudinal outcomes of these patients and whether an age-specific approach is beneficial.
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Affiliation(s)
- Jack Simpson
- Department of Intensive Care, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - James McCullough
- Department of Intensive Care, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - Kerin Walters
- Department of Trauma, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - Elizabeth Wake
- Department of Trauma, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - Debbie Ho
- Department of Trauma, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - Erick Chan
- Department of Trauma, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - Don Campbell
- Department of Trauma, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
| | - James Winearls
- Department of Intensive Care, Gold Coast University Hospital, Queensland Health, Gold Coast, Queensland, Australia
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Nichols C, Schellenberg M, Lewis MR, Emigh B, Switzer E, Inaba K. Venous Thromboembolism Chemoprophylaxis Compliance in the Surgical Intensive Care Unit. Am Surg 2023; 89:4050-4054. [PMID: 37183342 DOI: 10.1177/00031348231175493] [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: 05/16/2023]
Abstract
INTRODUCTION Early initiation of venous thromboembolism chemoprophylaxis (VTEp) decreases VTE risk in trauma patients in the Surgical Intensive Care Unit (SICU). The frequency and variation of VTEp interruption by different surgical subspecialties in the SICU is incompletely described in the literature. The objective of this study was to examine VTEp compliance in the SICU in terms of uninterrupted VTEp following initiation, both by surgical service and time of year, to identify opportunities for improvement. METHODS This single-center quality improvement (QI) study examined all SICU patients, which are almost exclusively trauma patients, at our institution (1/2021-04/2022). Exclusions were therapeutic anticoagulation. Type of VTEp, calendar month of SICU stay, perceived indications for interruption, and primary service were collected. RESULTS Of 5 434 patient days (PD), VTEp was not administered in 1879 (35%). Common reasons for VTEp interruption were ongoing bleeding (n = 964 PD, 51%) and periprocedural status (n = 651 PD, 35%). Periprocedural interruption was highest in July. Acute Care Surgery (ACS) (n = 208 PD, 32%) and Orthopedics (n = 188 PD, 29%) interrupted VTEp most often. ACS most commonly withheld VTEp for second look laparotomies while Orthopedics withheld VTEp for intramedullary nailing or external fixator application. CONCLUSION Missed VTEp doses occurred most frequently at the beginning of the residency year, with a high percentage held for periprocedural status. Because the necessity of periprocedural VTEp holds is unclear, the appropriateness of these holds and any impact on VTE rates will be assessed as the next steps. In the interim, our findings provide targets for multidisciplinary QI endeavors.
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Affiliation(s)
- Chance Nichols
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
| | - Morgan Schellenberg
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
| | - Meghan R Lewis
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
| | - Brent Emigh
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
| | - Emily Switzer
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
| | - Kenji Inaba
- Division of Acute Care Surgery, LAC+USC Medical Center, University of Southern California, Los Angeles, CA, USA
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Park G, Dhillon NK, Fierro NM, Drevets P, Stupinski J, Ley EJ. Creatinine Clearance May Predict Goal Enoxaparin Dose in Trauma. J Am Coll Surg 2023; 237:94-100. [PMID: 36942874 DOI: 10.1097/xcs.0000000000000689] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
BACKGROUND Guidelines for enoxaparin dosing after trauma recommend an initial dose of 40 mg twice daily for most patients and then adjusting by anti-Xa levels. Previous studies indicated higher enoxaparin doses are necessary with higher levels of creatinine clearance (CrCl). We sought to determine if the goal enoxaparin dose correlates with the admission CrCl to reduce the reliance on measuring anti-Xa levels. STUDY DESIGN A retrospective review was conducted of patients admitted to an urban, academic Level 1 trauma center from April 2017 to February 2020. Patients started on enoxaparin who reached goal anti-Xa trough levels were included, and patients were excluded if they did not reach goal anti-Xa levels. Data collection included patient demographics, injury characteristics, admission CrCl, and final enoxaparin dose. CrCl was then correlated with the final enoxaparin dose. RESULTS Of 421 patients included, the mean age was 46.6 years and 73% were male. The median goal enoxaparin dose was 40 mg twice daily. The mean CrCl significantly increased with increasing twice-daily doses of enoxaparin (20 mg: 69.2 mL/min; 30 mg: 89 mL/min; 40 mg: 112.8 mL/min; 50 mg: 140.5mL/min; 60 mg: 147.4 mL/min; and 70 mg: 140 mL/min; p < 0.01). CONCLUSIONS Admission CrCl may predict the enoxaparin dose required to achieve adequate anti-Xa levels. Our data indicate that CrCls of approximately 70, 90, 110, 140, and 150 mL/min may predict the twice-daily enoxaparin doses of 20, 30, 40, 50, and 60 mg, respectively. CrCl dosing guidance may reduce the time to goal anti-Xa levels and the frequency of anti-Xa measurements. Further research is necessary, and enoxaparin dosing should continue to be monitored by anti-Xa levels.
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Affiliation(s)
- Greigory Park
- From the Department of Surgery, Division of Trauma and Critical Care, Cedars-Sinai Medical Center, Los Angeles, CA (Park, Fierro, Drevets, Stupinski, Ley)
| | - Navpreet K Dhillon
- R Adams Cowley Shock Trauma Center, University of Maryland, Baltimore, MD (Dhillon)
| | - Nicole M Fierro
- From the Department of Surgery, Division of Trauma and Critical Care, Cedars-Sinai Medical Center, Los Angeles, CA (Park, Fierro, Drevets, Stupinski, Ley)
| | - Peter Drevets
- From the Department of Surgery, Division of Trauma and Critical Care, Cedars-Sinai Medical Center, Los Angeles, CA (Park, Fierro, Drevets, Stupinski, Ley)
| | - John Stupinski
- From the Department of Surgery, Division of Trauma and Critical Care, Cedars-Sinai Medical Center, Los Angeles, CA (Park, Fierro, Drevets, Stupinski, Ley)
| | - Eric J Ley
- From the Department of Surgery, Division of Trauma and Critical Care, Cedars-Sinai Medical Center, Los Angeles, CA (Park, Fierro, Drevets, Stupinski, Ley)
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10
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Wu L, Cheng B. A nomogram to predict postoperative deep vein thrombosis in patients with femoral fracture: a retrospective study. J Orthop Surg Res 2023; 18:463. [PMID: 37370139 DOI: 10.1186/s13018-023-03931-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
OBJECTIVE The implementation of more active anticoagulant prevention and treatment measures has indeed led to a significant reduction in the incidence of perioperative deep vein thrombosis (DVT) among patients with bone trauma. However, it is important to note that despite these efforts, the incidence of DVT still remains relatively high. According to the Caprini score, all patients undergoing major orthopedic surgery were defined as the high-risk group for DVT. Stratifying the risk further within high-risk groups for DVT continues to present challenges. As a result, the commonly used Caprini score during the perioperative period is not applicable to orthopedic patients. We attempt to establish a specialized model to predict postoperative DVT risk in patients with femoral fracture. METHODS We collected the clinical data of 513 patients undergoing femoral fracture surgery in our hospital from May 2018 to December 2019. According to the independent risk factors of DVT obtained by univariate and multivariate logistic regression analysis, the corresponding nomogram model was established and verified internally. The discriminative capacity of nomogram was evaluated by receiver operating characteristic (ROC) curve and area under the curve (AUC). The calibration curve used to verify model consistency was the fitted line between predicted and actual incidences. The clinical validity of the nomogram model was assessed using decision curve analysis (DCA) which could quantify the net benefit of different risk threshold probabilities. Bootstrap method was applied to the internal validation of the nomogram model. Furthermore, a comparison was made between the Caprini score and the developed nomogram model. RESULTS The Caprini scores of subjects ranged from 5 to 17 points. The incidence of DVT was not positively correlated with the Caprini score. The predictors of the nomogram model included 10 risk factors such as age, hypoalbuminemia, multiple trauma, perioperative red blood cell infusion, etc. Compared with the Caprini scale (AUC = 0.571, 95% CI 0.479-0.623), the calibration accuracy and identification ability of nomogram were higher (AUC = 0.865,95% CI 0.780-0.935). The decision curve analysis (DCA) indicated the clinical effectiveness of nomogram was higher than the Caprini score. CONCLUSIONS The nomogram was established to effectively predict postoperative DVT in patients with femoral fracture. To further reduce the incidence, more specialized risk assessment models for DVT should take into account the unique risk factors and characteristics associated with specific patient populations.
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Affiliation(s)
- Linqin Wu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bo Cheng
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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11
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LoPolito A, Mourabet T, Syed H, Brown CT, Saint-Fort L, Horst MA, Perea LL. Clotting Propensity in Trauma Patients According to Marijuana Use: A Descriptive Analysis. Am Surg 2023:31348231157889. [PMID: 36821365 DOI: 10.1177/00031348231157889] [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: 02/24/2023]
Abstract
Marijuana use has been reported to promote hypercoagulable states among trauma patients, particularly respecting venous thromboembolism (VTE), a major contributor to morbidity and mortality in patients sustaining traumatic injury. We sought to investigate this further through a retrospective, single institutional study performed from January 2018 through June 2021, utilizing data from patients presenting to a Level 1 Trauma Center as a trauma activation. We observed less frequent VTE development in the marijuana-positive group compared to the marijuana-negative group, with patient thromboelastography revealing a longer mean R-time in the marijuana-positive group. Overall occurrence of VTE was too low for definitive conclusions, but a trend toward reduction in VTE frequency among marijuana users compared to nonusers was noted. More studies with larger populations and more VTE occurrences are needed to confirm a potential correlation between marijuana use and VTE development.
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Affiliation(s)
- Andrew LoPolito
- Department of Surgery, Division of Trauma and Acute Care Surgery, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
| | - Tala Mourabet
- 6556Philadelphia College of Osteopathic Medicine, Philadelphia, PA, USA
| | - Huda Syed
- Department of Surgery, Division of Trauma and Acute Care Surgery, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
| | - Catherine T Brown
- Department of Surgery, Division of Trauma and Acute Care Surgery, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
| | - Launick Saint-Fort
- Department of Surgery, Division of Trauma and Acute Care Surgery, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
| | - Michael A Horst
- Business Intelligence, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
| | - Lindsey L Perea
- Department of Surgery, Division of Trauma and Acute Care Surgery, 209639Penn Medicine Lancaster General Health, Lancaster, PA, USA
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12
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Zhang H, Wu L, Cheng B. Preoperative anemia and deep vein thrombosis in patients with perioperative bone trauma: a cohort study. BMC Musculoskelet Disord 2022; 23:905. [PMID: 36217199 PMCID: PMC9549669 DOI: 10.1186/s12891-022-05869-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/04/2022] [Indexed: 11/30/2022] Open
Abstract
Background In current active prevention (including physical and drug prevention), the incidence of perioperative deep vein thrombosis (DVT) of the lower extremities remains high in patients with bone trauma. Risk factors need to be further optimized, and high-risk patients must be identified early. Preoperative comorbidities, especially preoperative anemia, and DVT in patients with perioperative bone trauma are not clear. The purpose of this study was to explore the causal relationship between preoperative anemia and DVT in patients with perioperative bone trauma, and further reduce the incidence of DVT in patients with bone trauma. Objectives To analyze the relationship between preoperative anemia and perioperative DVT in patients with femoral and pelvic fractures and provide a reference for the optimization of risk factors for DVT. Methods The clinical data of 1049 patients with femoral and pelvic fractures who received surgical treatment from May 2018 to June 2021 were retrospectively analyzed. Propensity score matching (PSM) was performed for the covariates of DVT. Modified Poisson regression was used to analyze the relationship between preoperative anemia and DVT. Results After matching 1:1 propensity scores in 1049 patients included in this study, there were 258 patients in the anemic and non-anemic groups. Preoperative anemia was statistically significant for the formation of DVT in patients with perioperative bone trauma (P = 0.000, RR = 1.567 [95% CI 1.217–2.017]). This conclusion remained true after PSM (P = 0.009, RR = 1.500 [95% CI 1.105–2.036]). Preoperative anemia has some predictive value for perioperative DVT, with DVT-associated preoperative anemia thresholds of 125 g/L and area under the receiver operating characteristic curve of 0.5877 (95% CI 0.5345 to 0.6408). On this basis, sensitivity and specificity were 89.2 and 30.3%, respectively, with a Youden index of 0.195. In addition, we conducted an E-value determination of the propensity score; the E-value analysis showed robustness to unmeasured confounding. Conclusions Preoperative anemia is highly correlated with perioperative DVT in patients with bone trauma, which is the cause of perioperative DVT in these patients.
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Affiliation(s)
- Hui Zhang
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, 400000, China
| | - Linqin Wu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, 400000, China
| | - Bo Cheng
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, 400000, China.
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Fan D, Ouyang Z, Ying Y, Huang S, Tao P, Pan X, Lu S, Pan Q. Thromboelastography for the Prevention of Perioperative Venous Thromboembolism in Orthopedics. Clin Appl Thromb Hemost 2022; 28:10760296221077975. [PMID: 35379018 PMCID: PMC8988665 DOI: 10.1177/10760296221077975] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
We have reviewed a large number of relevant literature to determine the deficiencies of orthopedics in the diagnosis and prevention of venous thromboembolism(VTE)events during the perioperative period, and found that the TEG technology has been widely used after liver transplantation, which may make up for the deficiencies. This review expounds the detection principle and latest thromboelastography (TEG) development, and highlights the advantages of TEG over previous screening methods in diagnosing hypercoagulability. By analyzing the correlation and consistency between TEG and conventional coagulation test, reliable indexes for diagnosing hypercoagulability and important parameters for guiding perioperative anticoagulation treatment were summarized. Furthermore, our work contributes to further studies of TEG in orthopedics. Based on the research results, we believe that TEG may help orthopedists to identify and predict VTE events, use anticoagulants, eventually reduce the occurrence of VTE events.
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Affiliation(s)
- Dejing Fan
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Ziyao Ouyang
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yanping Ying
- The First Affiliated Hospital of Guangxi Medical University
| | | | - Pinyue Tao
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xiao Pan
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Shuyu Lu
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Qini Pan
- The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Bonhomme S, Ostrowka C, Belaifa K, Marteau V, Bruel C, Jouffroy P, Riouallon G. Screening for venous thrombotic events in patients presenting with pelvis and acetabular fractures: A new practice based on a prospective study. THROMBOSIS UPDATE 2021. [DOI: 10.1016/j.tru.2021.100091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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15
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Tranexamic acid administration and pulmonary embolism in combat casualties with orthopaedic injuries. OTA Int 2021; 4:e143. [PMID: 34765896 PMCID: PMC8575417 DOI: 10.1097/oi9.0000000000000143] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 06/02/2021] [Accepted: 06/15/2021] [Indexed: 01/22/2023]
Abstract
Objectives: In combat casualty care, tranexamic acid (TXA) is administered as part of initial resuscitation effort; however, conflicting data exist as to whether TXA contributes to increased risk of venous thromboembolism (VTE). The purpose of this study is to determine what factors increase risk of pulmonary embolism after combat-related orthopaedic trauma and whether administration of TXA is an independent risk factor for major thromboembolic events. Setting: United States Military Trauma Centers. Patients: Combat casualties with orthopaedic injuries treated at any US military trauma center for traumatic injuries sustained from January 2011 through December 2015. In total, 493 patients were identified. Intervention: None. Main Outcome Measures: Occurrence of major thromboembolic events, defined as segmental or greater pulmonary embolism or thromboembolism-associated pulseless electrical activity. Results: Regression analysis revealed TXA administration, traumatic amputation, acute kidney failure, and hypertension to be associated with the development of a major thromboembolic event for all models. Injury characteristics independently associated with risk of major VTE were Injury Severity Score 23 or greater, traumatic amputation, and vertebral fracture. The best performing model utilized had an area under curve = 0.84, a sensitivity=0.72, and a specificity=0.84. Conclusions: TXA is an independent risk factor for major VTE after combat-related Orthopaedic injury. Injury factors including severe trauma, major extremity amputation, and vertebral fracture should prompt suspicion for increased risk of major thromboembolic events and increased threshold for TXA use if no major hemorrhage is present. Level of evidence: III, Prognostic Study
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A nested case-control study of risk for pulmonary embolism in the general trauma population using nationwide trauma registry data in Japan. Sci Rep 2021; 11:19192. [PMID: 34584149 PMCID: PMC8478977 DOI: 10.1038/s41598-021-98692-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 09/13/2021] [Indexed: 11/24/2022] Open
Abstract
Post-trauma patients are at great risk of pulmonary embolism (PE), however, data assessing specific risk factors for post-traumatic PE are scarce. This was a nested case–control study using the Japan Trauma Data Bank between 2004 and 2017. We enrolled patients aged ≥ 16 years, Injury Severity Score ≥ 9, and length of hospital stay ≥ 2 days, with PE and without PE, using propensity score matching. We conducted logistic regression analyses to examine risk factors for PE. We included 719 patients with PE and 3595 patients without PE. Of these patients, 1864 [43.2%] were male, and their median Interquartile Range (IQR) age was 73 [55–84] years. The major mechanism of injury was blunt (4282 [99.3%]). Median [IQR] Injury Severity Score (ISS) was 10 [9–18]. In the multivariate analysis, the variables spinal injury [odds ratio (OR), 1.40 (1.03–1.89)]; long bone open fracture in upper extremity and lower extremity [OR, 1.51 (1.06–2.15) and OR, 3.69 (2.89–4.71), respectively]; central vein catheter [OR, 2.17 (1.44–3.27)]; and any surgery [OR, 4.48 (3.46–5.81)] were independently associated with PE. Spinal injury, long bone open fracture in extremities, central vein catheter placement, and any surgery were risk factors for post-traumatic PE. Prompt initiation of prophylaxis is needed for patients with such trauma.
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17
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Kuang Z, Liu X, Zhu Y, Xie H, Liu Y. A retrospective cohort study of disease-related risk factors for central venous catheter-related symptomatic thrombosis in intensive care unit inpatients. Medicine (Baltimore) 2021; 100:e26732. [PMID: 34398049 PMCID: PMC8294906 DOI: 10.1097/md.0000000000026732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 07/01/2021] [Indexed: 01/04/2023] Open
Abstract
Central venous catheters (CVC) are widely used in critically ill patients given their benefits in monitoring vital signs, treatment administration, and renal replacement therapy in intensive care unit (ICU) patients, but these catheters have the potential to induce symptomatic catheter-related venous thrombosis (CRVT). This study reported the rate of symptomatic CRVT in ICU patients receiving CVC and analyzed the disease-related risk factors for symptomatic CRVT in ICU patients.A retrospective analysis was performed on the consecutive ICU 1643 critically ill patients with CVCs inserted from January 2015 to December 2019. Symptomatic CRVT was confirmed by ultrasound. CVCs were divided into 2 groups based on the presence of symptomatic CRVT, and the variables were extracted from the electronic medical record system. Logistic univariate and multivariate regression analyses were used to determine the disease-related risk factors of symptomatic CRVT.A total of 209 symptomatic CRVT events occurred among 2114 catheters. The rate of CRVT was 9.5 per 1000 catheter days. Univariate analysis revealed that trauma, major surgery, heart failure, respiratory failure, and severe acute pancreatitis were risk factors for symptomatic CRVT in the ICU. Multivariate analysis showed that trauma (odds ratio [OR], 2.046; 95% confidence interval [CI] [1.325-3.160], P = .001), major surgery (OR, 2.457; 95% CI [1.641-3.679], P = .000), and heart failure (OR, 2.087; 95% CI [1.401-3.111], P = .000) were independent disease-related risk factors for symptomatic CRVT in ICU. The C-statistic for this model was 0.61 (95% CI [0.57-0.65], P = .000).The incidence rate of symptomatic CRVT in the ICU population was 9.5 per 1000 catheter days. Trauma, major surgery, and heart failure are independent disease-related risk factors of symptomatic CRVT.
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Affiliation(s)
- Zhiming Kuang
- Department of Intensive Care Unit, Ganzhou People's Hospital, Ganzhou, Jiangxi Province, People's Republic of China
| | - Xiaochun Liu
- Department of General Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi Province, People's Republic of China
| | - Yunlin Zhu
- Department of Intensive Care Unit, Ganzhou People's Hospital, Ganzhou, Jiangxi Province, People's Republic of China
| | - Hailiang Xie
- Department of General Surgery, Ganzhou People's Hospital, Ganzhou, Jiangxi Province, People's Republic of China
| | - Yuanfei Liu
- Department of Intensive Care Unit, Ganzhou People's Hospital, Ganzhou, Jiangxi Province, People's Republic of China
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18
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Wu L, Cheng B. Perioperative red blood cell infusion and deep vein thrombosis in patients with femoral and pelvic fractures: a propensity score matching. J Orthop Surg Res 2021; 16:360. [PMID: 34090479 PMCID: PMC8178849 DOI: 10.1186/s13018-021-02510-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 05/25/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The relationship between perioperative red blood cell (RBC) infusion and deep vein thrombosis (DVT) has not been determined. OBJECTIVES To analyze the time-event relationship between perioperative RBC infusion and DVT in patients with femoral and pelvic fractures after adjusting for confounding factors and to provide reference for optimizing DVT risk factors. METHODS The clinical data of 569 patients with femoral and pelvic fractures who received surgical treatment from May 2018 to December 2019 were retrospectively analyzed. Propensity score matching (PSM) was performed on 20 covariates of DVT. With the formation or progression of DVT after RBC infusion as the end point, the time-event relationship between perioperative RBC infusion and DVT in patients was analyzed by binary logistic regression. RESULTS After 1:1 PSM of 569 patients included in this study, 126 patients were in the transfusion group and the non-transfusion group, respectively. Before PSM (P = 0.023, OR = 1.496 [95% CI, 1.058-2.115]), perioperative RBC infusion was associated with DVT formation for femoral and pelvic fractures. This conclusion was still obtained after PSM (P = 0.038, OR = 1.728, 95% CI = (1.031, 2.896)). The risk of DVT in patients with RBC infusion of 2-4U and > 4U is 1.833 and 2.667 times that of ≤ 2U, respectively. After excluding patients who received preoperative RBC infusion and had DVT formation or progression prior to RBC infusion, perioperative RBC infusion was still associated with the formation of DVT in femoral and pelvic fractures (P = 0.037, OR = 2.231 [95% CI, 1.049-4.745]). CONCLUSION Perioperative RBC infusion is one of the causes of DVT in patients with femoral and pelvic fractures, and the risk of DVT is positively correlated with the amount of RBC infusion.
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Affiliation(s)
- Linqin Wu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bo Cheng
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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Boo S, Oh H, Hwang K, Jung K, Moon J. Venous Thromboembolism in a Single Korean Trauma Center: Incidence, Risk Factors, and Assessing the Validity of VTE Diagnostic Tools. Yonsei Med J 2021; 62:520-527. [PMID: 34027639 PMCID: PMC8149931 DOI: 10.3349/ymj.2021.62.6.520] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/28/2021] [Accepted: 03/16/2021] [Indexed: 11/27/2022] Open
Abstract
PURPOSE Trauma increases the risk of venous thromboembolism (VTE) in hospitalized patients. However, the risk and incidence of VTE in Korean trauma patients are limited. Therefore, we aimed to evaluate the incidence and identify potential predictors of VTE occurrence in Korean trauma patients. Moreover, we assessed the validity of the Greenfield risk assessment profile (RAP) and the trauma embolic scoring system (TESS) in these patients. MATERIALS AND METHODS This retrospective cohort study used the data of trauma patients who were admitted to a regional trauma center between 2010 and 2016 and were eligible for entry into the Korea Trauma Data Bank. Clinical data were collected from hospital medical records. The patient's baseline characteristics and clinical data were compared between VTE and non-VTE groups. RESULTS We included 9472 patients. The overall VTE rate was 0.87% (n=82), with 56 (0.59%) events of deep vein thrombosis and 39 (0.41%) of pulmonary embolism. Multiple regression analysis revealed that variables, including VTE history, pelvic-bone fracture, ventilator use, and hospitalization period, were significant, potential predictors of VTE occurrence. This study showed that increased RAP and TESS scores were correlated with increased VTE rate, with rates of 1% and 1.5% for the RAP and TESS scores of 6, respectively. The optimal cut-off value for RAP and TESS scores was 6. CONCLUSION RAP and TESS, which are well-known diagnostic tools, demonstrated potentials in predicting the VTE occurrence in Korean trauma patients. Additionally, patients with pelvic-bone fractures and long-term ventilator treatment should be carefully examined for possible VTE.
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Affiliation(s)
- Sunjoo Boo
- Research Institute of Nursing Science College of Nursing, Ajou University, Suwon, Korea
| | - Hyunjin Oh
- College of Nursing, Gachon University, Incheon, Korea
| | - Kyungjin Hwang
- Department of Trauma Surgery, Ajou University School of Medicine, Suwon, Korea
| | - Kyoungwon Jung
- Department of Trauma Surgery, Ajou University School of Medicine, Suwon, Korea
| | - Jonghwan Moon
- Department of Trauma Surgery, Ajou University School of Medicine, Suwon, Korea.
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He L, Luo L, Hou X, Liao D, Liu R, Ouyang C, Wang G. Predicting venous thromboembolism in hospitalized trauma patients: a combination of the Caprini score and data-driven machine learning model. BMC Emerg Med 2021; 21:60. [PMID: 33971809 PMCID: PMC8111727 DOI: 10.1186/s12873-021-00447-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 04/06/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) is a common complication of hospitalized trauma patients and has an adverse impact on patient outcomes. However, there is still a lack of appropriate tools for effectively predicting VTE for trauma patients. We try to verify the accuracy of the Caprini score for predicting VTE in trauma patients, and further improve the prediction through machine learning algorithms. METHODS We retrospectively reviewed emergency trauma patients who were admitted to a trauma center in a tertiary hospital from September 2019 to March 2020. The data in the patient's electronic health record (EHR) and the Caprini score were extracted, combined with multiple feature screening methods and the random forest (RF) algorithm to constructs the VTE prediction model, and compares the prediction performance of (1) using only Caprini score; (2) using EHR data to build a machine learning model; (3) using EHR data and Caprini score to build a machine learning model. True Positive Rate (TPR), False Positive Rate (FPR), Area Under Curve (AUC), accuracy, and precision were reported. RESULTS The Caprini score shows a good VTE prediction effect on the trauma hospitalized population when the cut-off point is 11 (TPR = 0.667, FPR = 0.227, AUC = 0.773), The best prediction model is LASSO+RF model combined with Caprini Score and other five features extracted from EHR data (TPR = 0.757, FPR = 0.290, AUC = 0.799). CONCLUSION The Caprini score has good VTE prediction performance in trauma patients, and the use of machine learning methods can further improve the prediction performance.
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Affiliation(s)
- Lingxiao He
- Trauma Center of West China Hospital/West China School of Nursing, Sichuan University, Guo Xue Road 37#, Chengdu, 610041, China
| | - Lei Luo
- College of Chemical Engineering, Sichuan University, Chengdu, China
| | - Xiaoling Hou
- Trauma Center of West China Hospital/West China School of Nursing, Sichuan University, Guo Xue Road 37#, Chengdu, 610041, China
| | - Dengbin Liao
- Trauma Center of West China Hospital/West China School of Nursing, Sichuan University, Guo Xue Road 37#, Chengdu, 610041, China
| | - Ran Liu
- Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital of Sichuan University, Chengdu, China
| | - Chaowei Ouyang
- Trauma Center of West China Hospital/West China School of Nursing, Sichuan University, Guo Xue Road 37#, Chengdu, 610041, China
| | - Guanglin Wang
- Trauma Center of West China Hospital/West China School of Medicine, Sichuan University, Guo Xue Road 37#, Chengdu, 610041, China.
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Updated guidelines to reduce venous thromboembolism in trauma patients: A Western Trauma Association critical decisions algorithm. J Trauma Acute Care Surg 2021; 89:971-981. [PMID: 32590563 PMCID: PMC7587238 DOI: 10.1097/ta.0000000000002830] [Citation(s) in RCA: 134] [Impact Index Per Article: 44.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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22
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Prevention, diagnosis, and management of venous thromboembolism in the critically ill surgical and trauma patient. Curr Opin Crit Care 2021; 26:640-647. [PMID: 33027148 DOI: 10.1097/mcc.0000000000000771] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Venous thromboembolism (VTE), which encompasses deep vein thrombosis and pulmonary embolism, is common among trauma patients and critically ill surgical patients admitted to the ICU. Critical care surgical patients are at an extremely high risk for VTE and the related morbidity and mortality associated with it. The present review aims to provide an overview of the importance of identifying risk factors, prescribing effective prohylaxis, accurate diagnosis, and timely appropriate treatment for trauma and critically ill surgical patients with VTE in the ICU. RECENT FINDINGS VTE is a healthcare burden among critically ill surgical patients that is mostly preventable through adherence to prophylactic protocols that aim to recognize VTE risk factors while simultaneously providing guidance to appropriate timing and administration prophylaxis regimens. Newer pharmacologic therapies for prophylaxis and treatment, diagnostic modalities, and indications for therapy of VTE have continued to evolve. SUMMARY Critical care surgical and trauma patients represent a population that are at a heightened risk for VTE and associated complications. Appropriate screening, prevention strategies, accurate diagnosis, and timely administration of appropriate treatment must be utilized to reduce morbidity and mortality.
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Berning BJ, Magnotti LJ, Lewis RH, Corley CE, Lim GH, Doty JB, Fabian TC, Croce MA, Sharpe JP. Impact of Chemoprophylaxis on Thromboembolism Following Operative Fixation of Pelvic Fractures. Am Surg 2020; 88:126-132. [PMID: 33356405 DOI: 10.1177/0003134820982577] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a common cause of serious morbidity and mortality. While chemoprophylaxis decreases VTE, there is the theoretical risk of increased hemorrhagic complications. The purpose of this study was to evaluate the impact of preoperative anticoagulation on VTE and bleeding complications in patients with blunt pelvic fractures requiring operative fixation. METHODS Patients with blunt pelvic fractures requiring operative fixation over 10.5 years were identified. Patients were stratified by age, severity of shock, operative management, and timing and duration of anticoagulation. Outcomes were evaluated to determine risk factors for bleeding complications and VTE. RESULTS 310 patients were identified: 212 patients received at least one dose of preoperative anticoagulation and 98 received no preoperative anticoagulation. 68% were male with a mean injury severity score and Glasgow Coma Scale of 26 and 13, respectively. Bleeding complications occurred in 24 patients and 21 patients suffered VTE. Patients with VTE had a greater initial severity of shock (resuscitation transfusions, 4 vs. 2 units, P = .02). Despite longer time to mobilization (4 vs. 3 days, P = .001), patients who received their scheduled preoperative doses within 48 hours of arrival had no significant differences in the number of deep vein thrombosis events (5.2% vs. 5.7%, P = .99), but fewer episodes of pulmonary embolism (PE) (1.5% vs. 6.8%, P = .03) with no difference in bleeding complications (7.5% vs. 8%, P = .87) compared to either patients who had their doses held until after 48 hours of arrival or received no preoperative anticoagulation. DISCUSSION Preoperative anticoagulation prior to pelvic fixation reduced the risk of PE without increasing bleeding complications. Preoperative anticoagulation is safe and beneficial in this group of patients.
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Affiliation(s)
- Bennett J Berning
- Department of Surgery, 5506Medical College of Wisconsin, Milwaukee, WI, USA
| | - Louis J Magnotti
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Richard H Lewis
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Catherine E Corley
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Garrett H Lim
- Department of Radiology, 22390Baptist Memorial Hospital, Memphis, TN, USA
| | - John B Doty
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Timothy C Fabian
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
| | - Martin A Croce
- Department of Surgery, 12326University of Tennessee Health Science Center, Memphis, TN, USA
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Wu L, Cheng B. Analysis of perioperative risk factors for deep vein thrombosis in patients with femoral and pelvic fractures. J Orthop Surg Res 2020; 15:597. [PMID: 33302974 PMCID: PMC7731763 DOI: 10.1186/s13018-020-02131-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 11/29/2020] [Indexed: 11/20/2022] Open
Abstract
Objective Clinical characteristics, anticoagulant protocols, and risk factors of deep vein thrombosis (DVT) in patients with femoral and pelvic fractures were analyzed throughout the perioperative period to provide references for early identification and optimization of risk factors. Methods This was a retrospective study. A total of 569 patients undergoing surgery of femoral and pelvic fractures from May 2018 to December 2019 were included. The clinical data including general conditions, trauma, surgery, anticoagulant protocols, and laboratory indexes were collected. According to the results of deep vein Doppler ultrasonography of the lower extremities, the patients were divided into non-DVT group and DVT group. Univariate analysis and multivariate logistic regression analysis were used to identify the independent risk factors of preoperative and postoperative DVT. Results The incidence of DVT was 40.25% and preoperative DVT was 26.71%, which was higher than the incidence of postoperative DVT of 17.22%. Most of them were thrombus on the affected side (60.26%) and distal thrombus (81.66%). The average time of DVT formation was 6.55 ± 0.47 days after trauma and 6.67 ± 0.48 days after surgery. Chronic obstructive pulmonary disease (COPD), anemia, hypoproteinemia, non-anticoagulation before surgery, delayed anticoagulation after trauma and admission, high-energy trauma, multiple injuries, drinking history, and advanced age were independent risk factors for perioperative DVT. The increased level of fibrinogen degradation products was an independent risk factor for preoperative DVT. These risk factors were identified to be independently associated with postoperative DVT, including intraoperative blood transfusion, postoperative blood transfusion, pulmonary infection, preoperative non-anticoagulation, postoperative delayed anticoagulation, preoperative waiting time > 7 days, operative time > 2 h, c-reactive protein, fibrinogen level, platelet count 1 day after surgery, c-reactive protein, fibrinogen, and hemoglobin levels 3 days after surgery, comminuted fracture. Conclusions At present, anticoagulation and other DVT prevention and treatment programs have not changed the current situation that the incidence of DVT is still high. Through the analysis of the risk factors of DVT throughout the perioperative period, optimizing the perioperative blood transfusion, preoperative lung disease, hypoproteinemia, anemia, inflammation, etc., and surgery as soon as possible after trauma may further reduce its incidence.
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Affiliation(s)
- Linqin Wu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, 400000, China
| | - Bo Cheng
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, 400000, China.
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Nederpelt CJ, Breen KA, El Hechi MW, Krijnen P, Huisman MV, Schipper IB, Kaafarani HMA, Rosenthal MG. Direct Oral Anticoagulants Are a Potential Alternative to Low-Molecular-Weight Heparin for Thromboprophylaxis in Trauma Patients Sustaining Lower Extremity Fractures. J Surg Res 2020; 258:324-331. [PMID: 33187673 DOI: 10.1016/j.jss.2020.10.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 08/31/2020] [Accepted: 10/13/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Trauma patients are at a significant risk of venous thromboembolism (VTE), with lower extremity fractures (LEF) being independent risk factors. Use of direct oral anticoagusants (DOACs) for VTE prophylaxis is effective in elective orthopedic surgery, but currently not approved for trauma patients. The primary objective of this study was to compare the effectiveness and safety of thromboprophylaxis of DOACs with low-molecular-weight heparin (LMWH) in trauma patients sustaining LEF. MATERIALS AND METHODS We included adult trauma patients admitted to trauma quality improvement program participating trauma centers (between 2013 and 2016), who sustained LEF and were started on DOACs or LMWH for thromboprophylaxis after admission. Propensity score matching was performed to compare symptomatic VTE and bleeding control interventions between the groups. RESULTS Of 1,009,922 patients in trauma quality improvement program, 167,640 met inclusion criteria (165,009 received LMWH and 2631 received DOACs). After propensity score matching, 2280 predominantly elderly (median age: 67 y) isolated femur fracture patients (median ISS: 10) were included in each group (4560 patients in total). Symptomatic VTE occurred in 1.4% of patients in both matched groups (P = 0.992). Bleeding control interventions occurred less often in the DOAC group, albeit statistically insignificant (5.8% versus 6.0%, P = 0.772). CONCLUSIONS This study found similar rates of VTE and bleeding control measures for thromboprophylaxis with DOACs or LMWH in matched trauma patients with LEF. Further prospective research is warranted to consolidate the safety of DOAC thromboprophylaxis in trauma patients with LEF. Favorable oral administration and likely increased adherence could benefit this high-risk population.
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Affiliation(s)
- Charlie J Nederpelt
- Division of Trauma, Emergency Surgery and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Trauma Surgery, Leiden University Medical Center, Leiden University, Leiden, the Netherlands.
| | - Kerry A Breen
- Division of Trauma, Emergency Surgery and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Majed W El Hechi
- Division of Trauma, Emergency Surgery and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Pieta Krijnen
- Department of Trauma Surgery, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Menno V Huisman
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Inger B Schipper
- Department of Trauma Surgery, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Haytham M A Kaafarani
- Division of Trauma, Emergency Surgery and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Center for Outcomes & Patient Safety in Surgery (COMPASS), Massachusetts General Hospital, Boston, Massachusetts
| | - Martin G Rosenthal
- Division of Trauma, Emergency Surgery and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Veatch J, Hashim Y, Dhillon NK, Toscano S, Mason R, Lin TL, Barmparas G, Ley EJ. Which Trauma Patients Require Lower Enoxaparin Dosing for Venous Thromboembolism Prophylaxis? Am Surg 2020; 86:1424-1427. [PMID: 33155833 DOI: 10.1177/0003134820964497] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Trauma patients have a high risk for venous thromboembolism (VTE) such that an increased enoxaparin dose is necessary to reduce related complications. Given that most trauma patients require an enoxaparin dose of at least 40 mg every 12 hours for VTE prophylaxis, we sought to identify which patients require enoxaparin 30 mg every 12 hours and hypothesized that both weight and low creatinine clearance (CrCl) would more likely determine enoxaparin dosing than age, body mass index (BMI), or body surface area (BSA). Single institution data were collected on trauma patients between August 2014 and February 2018 to compare trauma patients who required enoxaparin 30 mg to those who required ≥40 mg every 12 hours. Of the 245 patients included, 86 (35.1%) required enoxaparin at 30 mg to achieve the goal anti-factor Xa trough level. Factors associated with low dose enoxaparin were older age (59.6 vs. 46.2 years, P ≤ .01) and lower CrCl (81.5 mL/min vs. 93.7 mL/min, P ≤ .01). Weight, BSA, and BMI did not alter the dose of enoxaparin. A regression model determined that only CrCl predicted the need for low dose enoxaparin (adjusted odds ratio .982, 95% CI: .975-.990, P < .01). Although an initial dose of enoxaparin 40 mg is appropriate for most trauma patients, patients with low CrCl should receive 30 mg. Increased age and low weight were not associated with the need for a lower enoxaparin dose.
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Affiliation(s)
- Jessica Veatch
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Yassar Hashim
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | | | - Samantha Toscano
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Russell Mason
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Ting-Lung Lin
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Galinos Barmparas
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Eric J Ley
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA USA
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Aggarwal S, Patel S, Vashisht S, Kumar V, Sehgal IS, Chauhan R, Chaluvashetty DSB, Hemanth Kumar DK, Jindal DK. Guidelines for the prevention of venous thromboembolism in hospitalized patients with pelvi-acetabular trauma. J Clin Orthop Trauma 2020; 11:1002-1008. [PMID: 33192002 PMCID: PMC7656470 DOI: 10.1016/j.jcot.2020.09.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 09/09/2020] [Accepted: 09/09/2020] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND Venous thromboembolism is a dreaded complication leading to increased morbidity and mortality in patients having pelvi-acetabular fractures. OBJECTIVES These evidence based guidelines aim to provide the decision making ability in the prevention of venous thromboembolism in patients with pelvi-acetabular trauma planned for operative or non operative treatment. METHODS The patients were subclassified into 5 categories. The PICO framework was used to devise research questions in each category. The systematic reviews were performed for each research question. The Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach was used to assess outcomes of critical interest. The guideline panel consisting of expert members of different subspecialties, analyzed the evidence and made recommendations. RESULTS The guideline panel proposed 21 recommendations. There are five recommendations in category 1 to 3, two recommendations in category 4 and four recommendations in category 5. CONCLUSION In pelvi-acetabular fractures there is strong evidence to suggest that thromboprophylaxis should be given. It should be initiated as early as possible after control of hemorrhage. The chemical prophylaxis is the preferred mode and LMWH is the preferred agent of choice. The mechanical methods can be used as an adjunct. The routine prophylactic use of IVC filters is not recommended. However, the use of retrievable IVC filters in high risk patients with established VTE in preoperative period can be considered. The use of newer directly acting oral anticoagulants is gaining importance.
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Affiliation(s)
| | - Sandeep Patel
- Department of Orthopaedics PGIMER, Chandigarh, India
| | | | - Vishal Kumar
- Department of Orthopaedics PGIMER, Chandigarh, India
| | | | - Rajeev Chauhan
- Department of Anaesthesia and Intensive Care, PGIMER, Chandigarh, India
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Hayes HV, Droege ME, Furnish CJ, Goodman MD, Ernst NE, Droege CA. Admission thrombelastography does not guide dose adjustment of enoxaparin in trauma patients. Surg Open Sci 2020; 2:41-44. [PMID: 33073224 PMCID: PMC7545004 DOI: 10.1016/j.sopen.2020.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 03/12/2020] [Accepted: 03/25/2020] [Indexed: 11/14/2022] Open
Abstract
Background Enoxaparin is used as chemoprophylaxis to reduce incidence of venous thromboembolism and its complications following trauma. Serum anti-Xa monitoring is used to assess efficacy but requires several doses to be administered. Thrombelastography assesses hypercoagulability and may have utility identifying high-risk patients for venous thromboembolism. The objective was to evaluate whether thrombelastography parameters could identify trauma patients requiring enoxaparin dose adjustment earlier than serum anti-Xa concentrations. Methods A single-center, retrospective medical record review evaluated patients admitted to a regional level I trauma center that received an admission thrombelastography and a dose of enoxaparin with a serum trough anti-Xa concentration drawn. Patients were divided into standard-dose or dose-adjusted enoxaparin. Venous thromboembolism incidence between groups and risk factors for enoxaparin dose adjustment and venous thromboembolism development were evaluated. Results A total of 204 patients were included. Differences observed between groups included age (standard-dose enoxaparin, 48.5 [29.3–72] vs dose-adjusted enoxaparin, 38.5 [25–55.7] years; P = .005), admission creatinine clearance (standard-dose enoxaparin, 92.9 [67.4–113.4] vs dose-adjusted enoxaparin, 102.1 [83.8–129.2] mL/min; P = .017), and time to venous thromboembolism prophylaxis initiation (standard-dose enoxaparin, 23.8 [11.2–36.4] vs dose-adjusted enoxaparin, 34.5 [18.3–52.7] hours; P = .004). No differences in thrombelastography parameters or venous thromboembolism incidence were observed. No independent risk factors for enoxaparin dose adjustment were identified; however, risk assessment profile score > 10 was an independent risk factor for venous thromboembolism development. Conclusion No relationship between admission thrombelastography and need for enoxaparin dose adjustment in trauma patients was observed. As thrombelastography continues growing in clinical use, it is prudent to investigate other potential applications. Currently, thrombelastography should not be used to guide enoxaparin dosing. Admission thrombelastography does not predict need for enoxaparin dose adjustment. No thrombelastography parameter predicted need for dose adjustment. Physiologic criteria are better predictors of chemoprophylaxis pharmacodynamics. Risk assessment profile score > 10 continues to correlate with VTE risk in trauma patients.
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Affiliation(s)
- Hannah V Hayes
- University of Cincinnati Department of Surgery, Cincinnati, OH
| | - Molly E Droege
- UC Health-University of Cincinnati Medical Center Department of Pharmacy, Cincinnati, OH.,University of Cincinnati James L. Winkle College of Pharmacy, Division of Pharmacy Practice and Administrative Sciences, Cincinnati, OH
| | - Craig J Furnish
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO
| | | | - Neil E Ernst
- UC Health-University of Cincinnati Medical Center Department of Pharmacy, Cincinnati, OH.,University of Cincinnati James L. Winkle College of Pharmacy, Division of Pharmacy Practice and Administrative Sciences, Cincinnati, OH
| | - Christopher A Droege
- UC Health-University of Cincinnati Medical Center Department of Pharmacy, Cincinnati, OH.,University of Cincinnati James L. Winkle College of Pharmacy, Division of Pharmacy Practice and Administrative Sciences, Cincinnati, OH
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Noubouossie DF, Henderson MW, Mooberry M, Ilich A, Ellsworth P, Piegore M, Skinner SC, Pawlinski R, Welsby I, Renné T, Hoffman M, Monroe DM, Key NS. Red blood cell microvesicles activate the contact system, leading to factor IX activation via 2 independent pathways. Blood 2020; 135:755-765. [PMID: 31971571 PMCID: PMC7059516 DOI: 10.1182/blood.2019001643] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 01/08/2020] [Indexed: 01/01/2023] Open
Abstract
Storage lesion-induced, red cell-derived microvesicles (RBC-MVs) propagate coagulation by supporting the assembly of the prothrombinase complex. It has also been reported that RBC-MVs initiate coagulation via the intrinsic pathway. To elucidate the mechanism(s) of RBC-MV-induced coagulation activation, the ability of storage lesion-induced RBC-MVs to activate each zymogen of the intrinsic pathway was assessed in a buffer system. Simultaneously, the thrombin generation (TG) assay was used to assess their ability to initiate coagulation in plasma. RBC-MVs directly activated factor XII (FXII) or prekallikrein, but not FXI or FIX. RBC-MVs initiated TG in normal pooled plasma and in FXII- or FXI-deficient plasma, but not in FIX-deficient plasma, suggesting an alternate pathway that bypasses both FXII and FXI. Interestingly, RBC-MVs generated FIXa in a prekallikrein-dependent manner. Similarly, purified kallikrein activated FIX in buffer and initiated TG in normal pooled plasma, as well as FXII- or FXI-deficient plasma, but not FIX-deficient plasma. Dual inhibition of FXIIa by corn trypsin inhibitor and kallikrein by soybean trypsin inhibitor was necessary for abolishing RBC-MV-induced TG in normal pooled plasma, whereas kallikrein inhibition alone was sufficient to abolish TG in FXII- or FXI-deficient plasma. Heating RBC-MVs at 60°C for 15 minutes or pretreatment with trypsin abolished TG, suggesting the presence of MV-associated proteins that are essential for contact activation. In summary, RBC-MVs activate both FXII and prekallikrein, leading to FIX activation by 2 independent pathways: the classic FXIIa-FXI-FIX pathway and direct kallikrein activation of FIX. These data suggest novel mechanisms by which RBC transfusion mediates inflammatory and/or thrombotic outcomes.
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Affiliation(s)
| | - Michael W Henderson
- UNC Blood Research Center, and
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Anton Ilich
- Department of Medicine
- UNC Blood Research Center, and
| | - Patrick Ellsworth
- Department of Medicine
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Mark Piegore
- Department of Medicine
- UNC Blood Research Center, and
| | - Sarah C Skinner
- Department of Medicine
- UNC Blood Research Center, and
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Ian Welsby
- Department of Anesthesiology, Duke University, Durham, NC
| | - Thomas Renné
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; and
| | - Maureane Hoffman
- Department of Pathology, Veteran Affairs Medical Center, Durham, NC
| | | | - Nigel S Key
- Department of Medicine
- UNC Blood Research Center, and
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Krantz EN, Philpott CD, Droege ME, Mueller EW, Ernst NE, Garber PM, Tsuei BJ, Goodman MD, Droege CA. Retrospective Evaluation of Venous Thromboembolism Prophylaxis in Elderly, High-Risk Trauma Patients. J Surg Res 2020; 249:225-231. [PMID: 31991331 DOI: 10.1016/j.jss.2019.12.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 11/27/2019] [Accepted: 12/02/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Venous thromboembolism (VTE) risk increases with age. Scarce data exist for patients age ≥65 y. This study evaluated VTE incidence in elderly, high-risk trauma patients receiving unfractionated heparin (UFH) or enoxaparin chemoprophylaxis. MATERIALS AND METHODS This retrospective, single-center, cohort study included trauma patients age ≥ 65 y with risk assessment profile (RAP) ≥ 5 who received UFH or enoxaparin chemoprophylaxis. The primary outcome was VTE incidence requiring therapeutic anticoagulation. An age-modified RAP (RAP-AM) was calculated as RAP without age distribution points. Logistic regression analyses were performed to identify independent predictors for VTE development and chemoprophylactic agent selection. Bleeding incidence compared packed red blood cells utilized. RESULTS A total of 1090 patients were included (UFH, n = 655; enoxaparin, n = 435). VTE occurred in 39 (3.6%) patients with no difference between groups in proximal deep vein thrombosis (2.1% versus 3.0%, P = 0.52) or pulmonary embolism (1.2% versus 1.4%, P = 0.96). Weight ≥125 kg (OR 4.12, 95% CI 1.06-16.11) and RAP-AM ≥ 5 (OR 6.52, 95% CI 2.65-16.03) were independently associated with VTE development. Increasing age (OR 1.04, 95% CI 1.03-1.06), initiation ≤ 24 h (OR 2.17, 95% CI 1.66-2.84) and creatinine clearance ≤ 30 mL/min (OR 1.61, 95% CI 1.17-2.21) were independent predictors of receiving UFH whereas increasing ISS (OR 0.97, 95% CI 0.95-0.99) was associated with receiving enoxaparin. CONCLUSIONS VTE incidence may be similar for high-risk, elderly trauma patients receiving UFH and enoxaparin chemoprophylaxis. Further research is necessary to determine noninferiority of UFH to enoxaparin in this patient population.
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Affiliation(s)
- Erica N Krantz
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio.
| | - Carolyn D Philpott
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
| | - Molly E Droege
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
| | - Eric W Mueller
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
| | - Neil E Ernst
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
| | - Paige M Garber
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
| | - Betty J Tsuei
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Michael D Goodman
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Christopher A Droege
- UC Health - University of Cincinnati Medical Center, Cincinnati, Ohio; University of Cincinnati James L. Winkle College of Pharmacy, Cincinnati, Ohio
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Hoffman H, Jalal MS, Chin LS. The risk factors, outcomes, and costs associated with venous thromboembolism after traumatic brain injury: a nationwide analysis. Brain Inj 2019; 33:1671-1678. [DOI: 10.1080/02699052.2019.1667536] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Haydn Hoffman
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Muhammad S. Jalal
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Lawrence S. Chin
- Department of Neurosurgery, State University of New York Upstate Medical University, Syracuse, NY, USA
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Timing of venous thromboprophylaxis in isolated severe pelvic fracture: Effect on mortality and outcomes. Injury 2019; 50:697-702. [PMID: 30797543 DOI: 10.1016/j.injury.2019.02.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 02/12/2019] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Optimal timing of pharmacological thromboprophylaxis (VTEp) in patients with severe pelvic fractures remains unclear. The high risk of venous thromboembolic (VTE) complications after severe pelvic fractures supports early VTEp however concern for fracture-associated hemorrhage can delay initiation. Patients with pelvic fractures also frequently have additional injuries that complicate the interpretation of the VTEp safety profiles. To minimize this problem, the study included only patients with isolated severe pelvic fractures. MATERIALS AND METHODS The Trauma Quality Improvement Program was used to collect patients with blunt severe pelvic fractures (AIS > 3) who received VTEp with unfractionated heparin (UH) or low-molecular-weight heparin (LMWH). Patients with head, chest, spine, and abdominal injuries AIS > 3, or those with angio or operative intervention prior to VTEp were excluded. The study population was stratified according to timing of VTEp, early (<48 h) and late (>48 h). Outcomes included in-hospital mortality and VTE. RESULTS 2752 patients were included in the study. Overall, 2007 patients (72.9%) received early VTEp, while 745 (27.1%) received late VTEp. LMWH was administered in 2349 (85.4%) and UH in 403 (14.6%). Late VTEp was associated with significantly higher incidence of VTE (4.3% vs. 2.2%, p = 0.004). Logistic regression identified late VTEp as an independent risk factor for VTE (OR 1.93, p = 0.009) and mortality (OR 4.03, p = 0.006). LMWH was an independent factor protective for both VTE and mortality (OR 0.373, p < 0.001, OR 0.266, p = 0.009, respectively). CONCLUSION In isolated severe pelvic fractures, early VTEp is independently associated with improved survival and fewer VTE. LMWH may be preferred over UH for this purpose.
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Risk Factors for Venous Thromboembolism After Admission for Traumatic Subdural Hematoma at Level I Trauma Center: Large Single-Institution Series. World Neurosurg 2019; 122:e619-e626. [DOI: 10.1016/j.wneu.2018.10.114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 10/16/2018] [Accepted: 10/19/2018] [Indexed: 12/14/2022]
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Hidden burden of venous thromboembolism after trauma: A national analysis. J Trauma Acute Care Surg 2018; 85:899-906. [DOI: 10.1097/ta.0000000000002039] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Ostrowka C, Bonhomme S, Jouffroy P, Riouallon G. Evaluation of venous thromboembolic complications in patients operated on for pelvic fracture. Orthop Traumatol Surg Res 2018; 104:917-921. [PMID: 29906522 DOI: 10.1016/j.otsr.2018.04.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 03/12/2018] [Accepted: 04/11/2018] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Fractures of the pelvis (acetabulum and pelvic ring) are complex in both radiological diagnosis and therapeutic management. They show high-risk of thrombosis, with variable rates of venous thromboembolic complications in the literature, ranging from 10% to 50%, with 0.5-10% risk of fatal pulmonary embolism. The objective of the present study was to determine the rate of venous thromboembolic events in a consecutive cohort of pelvic fracture and to attempt to identify thromboembolic risk factors in this population. MATERIAL AND METHOD The study was based on a continuous retrospective series of 120 patients operated on between January 2015 and January 2017. Standard demographic data, clinical and diagnostic data for the fracture and the surgical approach were collected. Risk factors for venous thrombotic episodes were identified on Greenfield Risk Assessment Profile items (age, BMI, cancer, history of venous thromboembolism, surgery time, transfusion, femoral venous catheter, associated fracture) to define groups with high or low thrombotic risk. RESULTS There was a 5% rate of venous thromboembolic events, and 2.5% of pulmonary embolism including 1 causing intraoperative death. The Greenfield score usually applied in surgery to assess venous thromboembolic risk did not seem relevant in this population already at high-risk of venous thromboembolism. No additional independent risk factors were identified. CONCLUSION This is the largest cohort focusing on thromboembolic risk in pelvic fracture. The results refine rates reported in the literature. A prospective study, currently underway, should highlight risk factors so as better to prevent these complications.
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Affiliation(s)
- Candice Ostrowka
- Service de médecine vasculaire, groupe hospitalier Paris Saint-Joseph, 75014 Paris, France
| | - Stéphanie Bonhomme
- Service de médecine vasculaire, groupe hospitalier Paris Saint-Joseph, 75014 Paris, France
| | - Pomme Jouffroy
- Service de chirurgie orthopédique, groupe hospitalier Paris Saint-Joseph, 75014 Paris, France
| | - Guillaume Riouallon
- Service de chirurgie orthopédique, groupe hospitalier Paris Saint-Joseph, 75014 Paris, France.
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Abstract
PURPOSE OF REVIEW Deep vein thrombosis (DVT) and pulmonary embolus are major causes of hospital-related morbidity and mortality, and are recognized as complications in patients with traumatic injury. Despite the significant morbidity and mortality associated with DVTs, prophylaxis and treatment are still not well understood and remain the subject of research and debate. RECENT FINDINGS Elements of the patient's history and physical examination, along with thromboelastography, can be used to predict patients who are at greatest risk of DVT and venous thromboembolism (VTE). Novel assays and biomarkers hold promise for more accurate evaluation of coagulation status. Patients with traumatic injury are routinely treated with either mechanical or pharmacological treatments to prevent DVT, and a growing body of evidence suggests that DVT prophylaxis should be initiated as early as possible in a patient's hospital course. SUMMARY In trauma patients with traumatic injury, early identification and targeted VTE prophylaxis in trauma patients may prevent this life-threatening complication.
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Impact of venous thromboembolism chemoprophylaxis on postoperative hemorrhage following operative stabilization of spine fractures. J Trauma Acute Care Surg 2017; 83:1108-1113. [PMID: 28697027 DOI: 10.1097/ta.0000000000001640] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Prophylactic anticoagulation may decrease the risk of venous thromboembolism (VTE) in patients with spine fractures following blunt trauma but comes with the threat of postoperative bleeding in patients requiring stabilization of these fractures. The purpose of this study was to evaluate the impact of preoperative anticoagulation on VTE and bleeding complications in patients with blunt spine fractures requiring operative stabilization. METHODS All patients with blunt spine fractures requiring operative stabilization over a 6-year period were identified. Patients with a hospital stay of less than 48 hours or missing data were excluded. Patients were stratified by age; severity of shock, spinal cord injury, fracture location, injury severity; and timing and duration of anticoagulation. Outcomes included bleeding complications (wound hematoma/infection and development of epidural hematoma) and VTE (pulmonary embolism and deep venous thrombosis). Outcomes were evaluated to determine risk factors for bleeding complications and VTE in the management of operative spine fractures. RESULTS Seven hundred five patients were identified: 355 patients received one dose or more of preoperative anticoagulation, and 350 did not receive preoperative anticoagulation. Seventy-two percent were male, with a mean injury severity score and Glasgow Coma Scale score of 21 and 14, respectively. Bleeding complications occurred in 18 patients (2.6%), and 20 patients (2.8%) had VTE. Patients with VTE were more severely injured (Glasgow Coma Scale score of 13 vs 15, p ≤ 0.001 and injury severity score of 27 vs 18, p = 0.008). Despite longer time to mobilization (4 vs 2 days, p < 0.001), patients who received 50% or more of their scheduled preoperative doses had fewer episodes of pulmonary embolism (0.4% vs 2.2%, p < 0.05), with no difference in bleeding complications (2.1% vs 2.9%, p = 0.63) compared to patients who received either no preoperative anticoagulation or less than 50% of their scheduled preoperative doses. CONCLUSIONS Preoperative anticoagulation in patients with operative spine fractures reduced the risk of pulmonary embolism without increasing bleeding complications. Preoperative anticoagulation is both safe and beneficial in patients with operative spine fractures. LEVEL OF EVIDENCE Therapeutic study, level IV.
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Prophylaxis of Venous Thromboembolism in Orthopedic Trauma Patients: A Review. JOURNAL OF ORTHOPEDIC AND SPINE TRAUMA 2017. [DOI: 10.5812/jost.58053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Carlin MN, Daneshpajouh A, Catino J, Bukur M. Money well spent? A cost and utilization analysis of prophylactic inferior vena cava filter placement in high-risk trauma patients. J Surg Res 2017; 220:105-111. [PMID: 29180170 DOI: 10.1016/j.jss.2017.07.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/29/2017] [Accepted: 07/03/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Inferior vena cava filters (IVCF) for venous thromboembolic prophylaxis in high-risk trauma patients is a controversial practice. Utilization of IVCF prophylaxis was evaluated at a level 1 trauma center. Daily cost of IVCF prophylaxis, time to IVCF, duration between IVCF and chemoprophylaxis, and number of patients needed to treat (NNT) to prevent pulmonary embolism (PE) was calculated. METHODS A retrospective review of prophylactic IVCF over a 5-year period (2010-2014). Demographic, physiologic, injury, procedural, and outcome data were abstracted from the administrative trauma database. Medicare fees and days without chemoprophylaxis were used to determine daily IVCF cost. NNT was calculated using PE events in a cohort without IVCF. RESULTS Over the 5-year period, 146 patients with mean age 56.3 y (SD ± 24.2), 67.8% male, underwent prophylactic IVCF. Predominant mechanisms of injuries were falls (45.9%) and motor vehicle accidents (20.5%) with median Injury Severity Score of 25 (intraquartile range [IQR] 16-29) and head Abbreviated Injury Score of 3 (IQR 3-5). Most common operative interventions required in 24.7% were orthopedic (25.3%) and neurosurgical (21.9%). Median time to IVCF was 78 h (IQR 48-144). Most common IVCF indications were closed head injury (48.6%) and spinal injuries (30.8%). Median time to administration of chemoprophylaxis was 96 h after IVCF (IQR 24-192) in 57.5%. Median IVCF cost was $759/d (IQR $361-$1897) compared with $4.32 for chemoprophylaxis. PE occurred in 0.26% without IVCF. PE did not occur with prophylactic IVCF. Estimated NNT was 379 (95% CI 265, 661). CONCLUSIONS Prophylactic IVCF placement is a costly practice with relatively low benefit. Anticipated time without chemoprophylaxis and patient criteria should be considered before routine IVCF placement.
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Affiliation(s)
- Margo Nicole Carlin
- Department of Trauma & Critical Care, Delray Medical Center, Nova Southeastern University, Delray Beach, Florida; Department of General Surgery, Larkin Community Hospital, Nova Southeastern University, South Miami, Florida.
| | - Alireza Daneshpajouh
- Department of Trauma & Critical Care, Delray Medical Center, Nova Southeastern University, Delray Beach, Florida; Department of General Surgery, Larkin Community Hospital, Nova Southeastern University, South Miami, Florida
| | - Joseph Catino
- Department of Trauma & Critical Care, Delray Medical Center, Nova Southeastern University, Delray Beach, Florida
| | - Marko Bukur
- Department of Acute Care Surgery, Bellevue Hospital Center, New York University School of Medicine, New York New York
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