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Kelley-Quon LI, Acker SN, St Peter S, Goldin A, Yousef Y, Ricca RL, Mansfield SA, Sulkowski JP, Huerta CT, Lucas DJ, Rialon KL, Christison-Lagay E, Ham PB, Rentea RM, Beres AL, Kulaylat AN, Chang HL, Polites SF, Diesen DL, Gonzalez KW, Wakeman D, Baird R. Screening and Prophylaxis for Venous Thromboembolism in Pediatric Surgery: A Systematic Review. J Pediatr Surg 2024; 59:161585. [PMID: 38964986 DOI: 10.1016/j.jpedsurg.2024.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 05/14/2024] [Accepted: 05/28/2024] [Indexed: 07/06/2024]
Abstract
OBJECTIVE The American Pediatric Surgical Association Outcomes and Evidence-Based Practice Committee conducted a systematic review to describe the epidemiology of venous thromboembolism (VTE) in pediatric surgical and trauma patients and develop recommendations for screening and prophylaxis. METHODS The Medline (Ovid), Embase, Cochrane, and Web of Science databases were queried from January 2000 through December 2021. Search terms addressed the following topics: incidence, ultrasound screening, and mechanical and pharmacologic prophylaxis. The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines were followed. Consensus recommendations were derived based on the best available literature. RESULTS One hundred twenty-four studies were included. The incidence of VTE in pediatric surgical populations is 0.29% (Range = 0.1%-0.48%) and directly correlates with surgery type, transfusion, prolonged anesthesia, malignancy, congenital heart disease, inflammatory bowel disease, infection, and female sex. The incidence of VTE in pediatric trauma populations is 0.25% (Range = 0.1%-0.8%) and directly correlates with injury severity, major surgery, central line placement, body mass index, spinal cord injury, and length-of-stay. Routine ultrasound screening for VTE is not recommended. Consider sequential compression devices in at-risk nonmobile, pediatric surgical patients when an appropriate sized device is available. Consider mechanical prophylaxis alone or with pharmacologic prophylaxis in adolescents >15 y and post-pubertal children <15 y with injury severity scores >25. When utilizing pharmacologic prophylaxis, low molecular weight heparin is superior to unfractionated heparin. CONCLUSIONS While VTE remains an infrequent complication in children, consideration of mechanical and pharmacologic prophylaxis is appropriate in certain populations. TYPE OF STUDY Systematic Review of level 2-4 studies. LEVEL OF EVIDENCE Level 3-4.
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Affiliation(s)
- Lorraine I Kelley-Quon
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, CA, USA; Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA; Department of Surgery, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Shannon N Acker
- Division of Pediatric Surgery, Children's Hospital Colorado, University of Colorado School of Medicine Aurora, CO, USA
| | - Shawn St Peter
- Department of Surgery, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Adam Goldin
- Division of Pediatric General and Thoracic Surgery, Seattle Children's Hospital, Department of Surgery, University of Washington School of Medicine, Seattle, WA, USA
| | - Yasmine Yousef
- Harvey E. Beardmore Division of Pediatric Surgery, The Montreal Children's Hospital, McGill University Health Centre, Montreal, Canada
| | - Robert L Ricca
- Division of Pediatric Surgery, Prisma Health Upstate, University of South Carolina, Greenville, SC, USA
| | - Sara A Mansfield
- Division of Pediatric Surgery, Nationwide Children's Hospital, Columbus, OH, USA
| | - Jason P Sulkowski
- Division of Pediatric Surgery, Children's Hospital of Richmond at Virginia Commonwealth University, Richmond, VA, USA
| | - Carlos T Huerta
- DeWitt Daughtry Family Department of Surgery, University of Miami, Miami, FL, USA
| | - Donald J Lucas
- Department of Surgery, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Division of Pediatric Surgery, Naval Medical Center San Diego, CA, USA
| | - Kristy L Rialon
- Division of Pediatric Surgery, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Emily Christison-Lagay
- Division of Pediatric Surgery, Yale New Haven Children's Hospital, Yale School of Medicine, USA
| | - P Benson Ham
- Division of Pediatric Surgery, John R. Oishei Children's Hospital, University at Buffalo, Buffalo, NY, USA
| | - Rebecca M Rentea
- Department of Surgery, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Alana L Beres
- Division of Pediatric Surgery, St. Christopher's Hospital for Children, Drexel University College of Medicine, Philadelphia PA, USA
| | - Afif N Kulaylat
- Division of Pediatric Surgery, Penn State Children's Hospital, Hershey, PA, USA
| | - Henry L Chang
- Department of Pediatric Surgery, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
| | | | - Diana L Diesen
- Division of Pediatric Surgery, UT Southwestern, Dallas, TX, USA
| | | | - Derek Wakeman
- Division of Pediatric Surgery, University of Rochester, Rochester, NY, USA
| | - Robert Baird
- Division of Pediatric Surgery, BC Children's Hospital Vancouver Canada, University of British Columbia, Canada
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Huerta CT, Ramsey WA, Rodriguez C, Parreco JP, Thorson CM, Sola JE, Perez EA. Uncovering Risk Factors and Outcomes of Pulmonary Embolism in a Nationwide Cohort of Hospitalized Children. Am Surg 2024; 90:998-1006. [PMID: 38059918 DOI: 10.1177/00031348231220590] [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: 12/08/2023]
Abstract
PURPOSE The incidence of pulmonary embolism (PE) in hospitalized children has increased in recent years. This study sought to characterize factors and outcomes associated with PE using a national pediatric cohort. METHODS The Nationwide Readmissions Database was queried (2016-2018) for patients (<18 years) with a diagnosis of PE. Index and prior hospitalizations (PHs) within 1 year were analyzed. A binary logistic regression utilizing 37 covariates (demographics, procedures, comorbidities, etc.) was constructed to examine a primary outcome of in-hospital mortality. RESULTS 3440 patients were identified (57% female) with the majority >12 years old (77%). One-third had a known deep vein thrombosis (69% lower and 31% upper extremity). Nineteen percent underwent central venous catheter (CVC) placement. Twenty-one percent had a PH within 1 year. Nine percent underwent an operation with the majority being cardiothoracic (5%). Overall mortality was 5%. Neurocranial surgery, cardiothoracic surgery, and CVC placement were associated with the highest odds of inpatient mortality after logistic regression. CONCLUSION Pediatric patients with PE have a high rate of PHs, CVC placement, and inpatient operations, which may be associated with higher mortality. This information can be utilized to improve screening measures and clinical suspicion for PE in hospitalized children.
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Affiliation(s)
- Carlos Theodore Huerta
- Division of Pediatric Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Walter A Ramsey
- Division of Pediatric Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Cindy Rodriguez
- Florida State University College of Medicine, Tallahassee, FL, USA
| | | | - Chad M Thorson
- Division of Pediatric Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Juan E Sola
- Division of Pediatric Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Eduardo A Perez
- Division of Pediatric Surgery, DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
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Boulet M, Langlais T, Pelet S, Belzile É, Forsythe C. Incidence of venous thromboembolism in pediatric orthopedics: A systematic review. Orthop Traumatol Surg Res 2024:103830. [PMID: 38336248 DOI: 10.1016/j.otsr.2024.103830] [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: 11/17/2023] [Revised: 01/23/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
BACKGROUNDS Children undergoing orthopedic procedures often present numerous risk factors for thromboembolism. A recent survey, conducted by the Pediatric Orthopaedic Society of North America (POSNA), indicates that pediatric orthopedic surgeons are unaware of venous thromboembolism (VTE) prevention protocols and feel that certain procedures should require thromboprophylaxis. The aim of this systematic review was to properly assess the incidence of VTE in pediatric orthopedics. By using a thorough and broad search of the literature, the incidence according to different subspecialties of pediatric orthopedics was evaluated. METHODS A systematic review on VTE in pediatric orthopedics was conducted. Four databases were searched for articles reporting these events. Three major search concepts: "pediatrics", "orthopedic surgery/trauma" and "VTE complications" were used and broken down in MeSH, EmTree and their free vocabulary synonyms for proper literature review. Two independent authors screened 8467 titles and abstracts. Seventy articles reporting VTE in children treated by orthopedic surgeons were selected for data extraction. We reported median incidences by orthopedic subtypes and by study characteristics with a semi-quantitative review model. RESULTS The 70 articles yielded a total of 845,010 participants. Spine articles (33/70) provided 25,2% of the children included in the review. Trauma studies (16/70) accounted for 47.5% of the participants. The overall VTE median incidence was 0.16% [95% CI: 0.0-1.01%]. Musculoskeletal infections had a noticeably higher median incidence of 3.5% [CI: 0.0-13.8%]. Small variations were seen for the other subtypes: trauma, spine and elective surgeries. Subgroups by article characteristics did not differ significantly either. CONCLUSION Thrombotic complications are rare events in pediatric orthopedics, but knowledge epidemiologic is important because its potential severity. In this review, VTE median incidence for all orthopedic subtypes was around 0.16% [CI: 0.0-1.01%]. According to subspecialty assessment, musculoskeletal infections were associated with greater risk of VTE occurrence. LEVEL OF EVIDENCE III - Systematic review.
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Affiliation(s)
- Mathieu Boulet
- Department of Surgery, Division of Orthopaedic Surgery, CHU de Québec, Université Laval, Québec, QC, Canada
| | - Tristan Langlais
- Orthopaedic Paediatric Department, Children Hospital, CHU Purpan, Toulouse Universitary, Toulouse, France
| | - Stéphane Pelet
- Department of Surgery, Division of Orthopaedic Surgery, CHU de Québec, Université Laval, Québec, QC, Canada
| | - Étienne Belzile
- Department of Surgery, Division of Orthopaedic Surgery, CHU de Québec, Université Laval, Québec, QC, Canada
| | - Caroline Forsythe
- Department of Surgery, Division of Orthopaedic Surgery, CHU de Québec, Université Laval, Québec, QC, Canada.
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Sochet AA, Jaffray J, Branchford BR, Havlicek EE, Mosha M, Amankwah EK, Ignjatovic V, Faustino EVS, Goldenberg NA. Hospital-Acquired Venous Thromboembolism and Invasive Mechanical Ventilation: A Report From the Children's Hospital Acquired Thrombosis Consortium. Pediatr Crit Care Med 2024; 25:e82-e90. [PMID: 37882641 PMCID: PMC10843146 DOI: 10.1097/pcc.0000000000003383] [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] [Indexed: 10/27/2023]
Abstract
OBJECTIVES To determine if the duration of invasive mechanical ventilation (IMV) was associated with hospital-acquired venous thromboembolism (HA-VTE) among critically ill children. DESIGN A multicenter, matched case-control study as a secondary analysis of Children's Hospital Acquired Thrombosis (CHAT) Consortium registry. SETTING PICUs within U.S. CHAT Consortium participating centers. PATIENTS Children younger than 21 years old admitted to a PICU receiving IMV for greater than or equal to 1 day duration from January 2012 to March 2022 were included for study. Cases with HA-VTE were matched 1:2 to controls without HA-VTE by patient age groups: younger than 1, 1-12, and older than 12 years. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The primary outcome was IMV duration in days. Descriptive data included demographics, anthropometrics, HA-VTE characteristics (i.e., type, location, and timing), central venous catheterization data, thromboprophylaxis practices, and Braden Q mobility scores. Descriptive, comparative, and associative (multivariate conditional logistic regression for HA-VTE) statistics were employed. A total of 152 cases were matched to 304 controls. Cases with HA-VTE were diagnosed at a median of 7 days (interquartile range [IQR], 3-16 d) after IMV. The HA-VTE were limb deep venous thromboses in 130 of 152 (85.5%) and frequently central venous catheterization-related (111/152, 73%). Cases with HA-VTE experienced a longer length of stay (median, 34 d [IQR, 18-62 d] vs. 11.5 d [IQR, 6-21 d]; p < 0.001) and IMV duration (median, 7 d [IQR, 4-15 d] vs. 4 d [IQR, 1-7 d]; p < 0.001) as compared with controls. In a multivariate logistic model, greater IMV duration (adjusted odds ratio, 1.09; 95% CI, 1.01-1.17; p = 0.023) was independently associated with HA-VTE. CONCLUSIONS Among critically ill children undergoing IMV, HA-VTE was associated with greater IMV duration. If prospectively validated, IMV duration should be included as part of prothrombotic risk stratification and future pediatric thromboprophylaxis trials.
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Affiliation(s)
- Anthony A. Sochet
- Department of Medicine, Divisions of Critical Care Medicine , Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Institute for Clinical and Translational Research, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Julie Jaffray
- Department of Pediatrics, Division of Hematology/Oncology, Rady Children’s Hospital, San Diego, CA
| | - Brian R. Branchford
- Division of Hematology, Oncology, and Bone Marrow Transplant, Medical College of Wisconsin, Milwaukee, WI and Versiti Medical Sciences Institute, Milwaukee, WI
| | - Elizabeth E. Havlicek
- Department of Pediatrics, University of South Florida Morsani College of Medicine, Tampa, FL
| | - Maua Mosha
- Institute for Clinical and Translational Research, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
| | - Ernest K. Amankwah
- Institute for Clinical and Translational Research, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Vera Ignjatovic
- Institute for Clinical and Translational Research, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Neil A. Goldenberg
- Cancer and Blood Disorders Institute, Division of Hematology, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Institute for Clinical and Translational Research, Johns Hopkins All Children’s Hospital, St. Petersburg, FL
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
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Havlicek EE, Goldman ZA, Faustino EVS, Ignjatovic V, Goldenberg NA, Sochet AA. Hospital-acquired venous thromboembolism during invasive mechanical ventilation in children: a single-center, retrospective cohort study. J Thromb Haemost 2023; 21:3145-3152. [PMID: 37423387 DOI: 10.1016/j.jtha.2023.06.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/01/2023] [Accepted: 06/29/2023] [Indexed: 07/11/2023]
Abstract
BACKGROUND Invasive mechanical ventilation (IMV) has been independently associated with hospital-acquired venous thromboembolism (HA-VTE) among critically ill children, including extremity deep venous thrombosis and pulmonary embolism. OBJECTIVES We aimed to characterize the frequency and timing of HA-VTE following IMV exposure. METHODS This was a single-center, retrospective cohort study including children aged <18 years, hospitalized in a pediatric intensive care unit, undergoing mechanical ventilation for >24 hours from October 2020 through April 2022. Encounters with an existing tracheostomy or receiving treatment for HA-VTE prior to endotracheal intubation were excluded. The primary outcomes characterized clinically-relevant HA-VTE, including timing after intubation, location, and the presence of known hypercoagulability risk factors. Secondary outcomes were IMV exposure magnitude, defined by IMV duration and ventilator parameters (ie, volumetric, barometric, and oxygenation indices). RESULTS Of 170 consecutive, eligible encounters, 18 (10.6%) experienced HA-VTE at a median of 4 days (IQR, 1.4-6.4) following endotracheal intubation. Those with HA-VTE had an increased frequency of a prior venous thromboembolism (27.8% vs 8.6%, P = .027). No differences in frequency of other HA-VTE risk factors (ie, acute immobility, hematologic malignancy, sepsis, and COVID-19-related illness), presence of a concurrent central venous catheter, or the magnitude of IMV exposure were noted. CONCLUSION Children undergoing IMV experience HA-VTE at markedly higher rates than previously estimated in the general pediatric intensive care unit population after endotracheal intubation. While prospective validation is needed, these findings are an important step toward informing the development of risk-stratified thromboprophylaxis trials in critically ill children.
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Affiliation(s)
- Elizabeth E Havlicek
- Department of Pediatrics, University of South Florida Morsani College of Medicine, Tampa, Florida, USA; Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA.
| | - Zachary A Goldman
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA
| | | | - Vera Ignjatovic
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA; Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA
| | - Neil A Goldenberg
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA; Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA; Department of Medicine and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anthony A Sochet
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA; Department of Medicine and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Medicine, Division of Critical Care Medicine, Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida, USA; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Wright J, Qamar F, McLaughlin M, Jodeh DS, Amankwah E, Mosha M, Halsey J, Binitie O, Metts J, Goldenberg N, Rottgers SA. The Incidence of Thromboembolic Events During Hospitalizations Following Surgical Resection of Lower Extremity Sarcomas in Children: Utilizing the Pediatric Health Information System Database. J Pediatr Orthop 2023; 43:268-272. [PMID: 36693390 DOI: 10.1097/bpo.0000000000002357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a frequent occurrence during treatment for adults with sarcoma. The incidence and underlying risk factors of postsurgical VTE in children and adolescents undergoing resection of sarcoma are unknown. METHODS Using International Classification of Disease revision-9 diagnostic and procedure codes, the Pediatric Health Information System database was queried for patients aged 18 years and younger, discharged from 2004 to 2015 with a diagnosis of lower extremity malignant neoplasm who had a tumor resection or amputation performed during the encounter. Malignant neoplasms of the pelvic bones and soft tissues were categorized as "pelvis tumors", whereas malignant neoplasms of bone and soft tissues of the lower limbs were categorized as "lower limb tumors". Hospitalizations were evaluated for the occurrence of VTE. Demographic characteristics (age at admission, sex, race, and race/ethnicity) and incidence of VTE were reported. RESULTS There were 2400 patients identified. Of these, 19 experienced VTE (0.79%) during their surgical hospitalization encounter. By anatomic group, the rate of VTE was 1.4% (CI: 0.5%-3.2%) for tumors in the pelvis and 0.6% (CI: 0.3%-1.0%) in lower limb tumors. Categorizing by age, the incidence of VTE was 1.2% in patients aged zero to 5, 0.3% in patients 6 to 13, and 1.2% in patients 14 to 18 years old. (Table 1). The extremely low rate of VTE occurrence precluded further analysis of risk factors. CONCLUSIONS In this analysis, postsurgical VTE during hospitalization after pelvic and lower extremity sarcoma resection was an uncommon event in children and adolescents. There seemed to be an increased incidence of postsurgical VTE in pelvic tumors when compared with lower limb tumors, however, the rarity of all events precluded formal statistical analysis. A more robust data set would be required to determine if there are subsets of children and adolescents with sarcoma at higher risk of VTE that could benefit from thromboprophylaxis in the postoperative setting. LEVEL OF EVIDENCE Level II.
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Affiliation(s)
- Joshua Wright
- Division of Plastic and Reconstructive Surgery, Department of Surgery
| | - Fatima Qamar
- Division of Plastic and Reconstructive Surgery, Department of Surgery
| | - Mariel McLaughlin
- Department of Plastic and Reconstructive Surgery, University of South Florida Morsani College of Medicine
| | - Diana S Jodeh
- Division of Plastic and Reconstructive Surgery, Department of Surgery
| | - Ernest Amankwah
- Data Coordinating Center for Pediatric Multicenter Studies, Institute for Clinical and Translational Research
| | - Maua Mosha
- Data Coordinating Center for Pediatric Multicenter Studies, Institute for Clinical and Translational Research
| | - Jordan Halsey
- Division of Plastic and Reconstructive Surgery, Department of Surgery
- Department of Plastic and Reconstructive Surgery, University of South Florida Morsani College of Medicine
| | - Odion Binitie
- Department of Sarcoma, Moffitt Cancer Center, Tampa, FL
| | - Jonathan Metts
- Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital
| | - Neil Goldenberg
- Johns Hopkins All Children's Institute for Clinical and Translational Research, St. Petersburg
- Divisions of Hematology, Departments of Pediatrics and Medicine
| | - S Alex Rottgers
- Division of Plastic and Reconstructive Surgery, Department of Surgery
- Department of Plastic and Reconstructive Surgery, University of South Florida Morsani College of Medicine
- Division of Pediatric Plastic and Reconstructive Surgery, Department of Plastic and Reconstructive Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
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Papillon SC, Pennell CP, Master SA, Turner EM, Arthur LG, Grewal H, Aronoff SC. Derivation and Validation of a Machine Learning Algorithm for Predicting Venous Thromboembolism in Injured Children. J Pediatr Surg 2023; 58:1200-1205. [PMID: 36925399 DOI: 10.1016/j.jpedsurg.2023.02.040] [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: 01/24/2023] [Accepted: 02/10/2023] [Indexed: 02/19/2023]
Abstract
BACKGROUND Venous thromboembolism (VTE) causes significant morbidity in pediatric trauma patients. We applied machine learning algorithms to the Trauma Quality Improvement Program (TQIP) database to develop and validate a risk prediction model for VTE in injured children. METHODS Patients ≤18 years were identified from TQIP (2017-2019, n = 383,814). Those administered VTE prophylaxis ≤24 h and missing the outcome (VTE) were removed (n = 347,576). Feature selection identified 15 predictors: intubation, need for supplemental oxygen, spinal injury, pelvic fractures, multiple long bone fractures, major surgery (neurosurgery, thoracic, orthopedic, vascular), age, transfusion requirement, intracranial pressure monitor or external ventricular drain placement, and low Glasgow Coma Scale score. Data was split into training (n = 251,409) and testing (n = 118,175) subsets. Machine learning algorithms were trained, tested, and compared. RESULTS Low-risk prediction: For the testing subset, all models outperformed the baseline rate of VTE (0.15%) with a predicted rate of 0.01-0.02% (p < 2.2e-16). 88.4-89.4% of patients were classified as low risk by the models. HIGH-RISK PREDICTION All models outperformed baseline with a predicted rate of VTE ranging from 1.13 to 1.32% (p < 2.2e-16). The performance of the 3 models was not significantly different. CONCLUSION We developed a predictive model that differentiates injured children for development of VTE with high discrimination and can guide prophylaxis use. LEVEL OF EVIDENCE Prognostic, Level II. TYPE OF STUDY Retrospective, Cross-sectional.
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Affiliation(s)
- Stephanie C Papillon
- St. Christopher's Hospital for Children, Department of Pediatric General Thoracic, and Minimally Invasive Surgery, Philadelphia, PA 19134, USA.
| | - Christopher P Pennell
- St. Christopher's Hospital for Children, Department of Pediatric General Thoracic, and Minimally Invasive Surgery, Philadelphia, PA 19134, USA
| | - Sahal A Master
- St. Christopher's Hospital for Children, Department of Pediatric General Thoracic, and Minimally Invasive Surgery, Philadelphia, PA 19134, USA
| | - Evan M Turner
- Drexel University College of Medicine, 2900 W. Queen Lane, Philadelphia, PA 19129, USA
| | - L Grier Arthur
- St. Christopher's Hospital for Children, Department of Pediatric General Thoracic, and Minimally Invasive Surgery, Philadelphia, PA 19134, USA; Drexel University College of Medicine, 2900 W. Queen Lane, Philadelphia, PA 19129, USA
| | - Harsh Grewal
- St. Christopher's Hospital for Children, Department of Pediatric General Thoracic, and Minimally Invasive Surgery, Philadelphia, PA 19134, USA; Drexel University College of Medicine, 2900 W. Queen Lane, Philadelphia, PA 19129, USA
| | - Stephen C Aronoff
- Lewis Katz School of Medicine Temple University, Department of Pediatrics, 3223 N. Broad Street, Philadelphia, PA 19140, USA; St. Christopher's Hospital for Children, Section of Infectious Diseases, 160 E. Erie Avenue, Philadelphia, PA 19134, USA
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8
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Sochet AA, Havlicek EE, Faustino EVS, Goldenberg NA. Mechanical Ventilation and Hospital-Acquired Venous Thromboembolism Among Critically Ill Children. Hosp Pediatr 2022; 12:1099-1109. [PMID: 36349533 DOI: 10.1542/hpeds.2022-006697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVES To estimate the occurrence of, and evaluate associations between, hospital-acquired venous thromboembolism (HA-VTE) and invasive mechanical ventilation (MV) among children hospitalized in the PICU. METHODS We performed a multicenter, retrospective cohort study comparing HA-VTE frequencies among subjects <18 years of age hospitalized in the PICU from January 2018 through December 2019 among 47 participating centers, via the Pediatric Health Information Systems registry. We excluded perinatal encounters, those with VTE present at admission, and those with observational status. The primary outcome was the proportion of HA-VTE events before hospital discharge, including extremity deep venous thrombosis, pulmonary embolism, and organ-specific deep venous thrombosis. The HA-VTE frequencies were compared using χ2 tests. The association between HA-VTE and MV was investigated via multivariable logistic regression, adjusting for previously described VTE risk factors. RESULTS Of the 205 231 PICU encounters identified for study, 70 829 (34.5%) underwent MV. The occurrence of HA-VTE was 2.2% and was greater among children who received, versus did not receive, MV (4.4% versus 1.1%, P < .001). Multivariable logistic regression revealed significant association between MV and HA-VTE (odds ratio 2.51, 95% confidence interval 2.33-2.69; P < .001). CONCLUSIONS In this multicenter, retrospective, registry-based cohort study, HA-VTE were diagnosed in 2.2% of critically-ill children, and after adjustment for central venous catheterization, MV independently increased the risk of HA-VTE 2.5-fold. These findings warrant prospective validation to inform the design of future risk-stratified clinical trials of thromboprophylaxis in critically-ill children.
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Affiliation(s)
- Anthony Alexander Sochet
- Divisions of Critical Care Medicine.,Department of Pediatrics, University of South Florida College of Medicine, Tampa, Florida.,Departments of Anesthesiology.,Critical Care Medicine, Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida
| | | | | | - Neil Andrew Goldenberg
- Hematology, Department of Medicine, Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Critical Care Medicine, Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Departments of Medicine.,Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland
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9
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Sochet AA, Morrison JM, Jaffray J, Godiwala N, Wilson HP, Thornburg CD, Bhat RV, Zia A, Lawrence C, Kudchadkar SR, Hamblin F, Russell CJ, Streiff MB, Spyropoulos AC, Amankwah EK, Goldenberg NA. Enoxaparin Thromboprophylaxis in Children Hospitalized for COVID-19: A Phase 2 Trial. Pediatrics 2022; 150:e2022056726. [PMID: 35484817 DOI: 10.1542/peds.2022-056726] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/22/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Evidence regarding the safety and efficacy of anticoagulant thromboprophylaxis among pediatric patients hospitalized for coronavirus disease 2019 (COVID-19) is limited. We sought to evaluate safety, dose-finding, and preliminary efficacy of twice-daily enoxaparin as primary thromboprophylaxis among children hospitalized for symptomatic COVID-19, including primary respiratory infection and multisystem inflammatory syndrome in children (MISC). METHODS We performed a phase 2, multicenter, prospective, open-label, single-arm clinical trial of twice-daily enoxaparin (initial dose: 0.5mg/kg per dose; max: 60mg; target anti-Xa activity: 0.20-0.49IU/mL) as primary thromboprophylaxis for children <18 years of age hospitalized for symptomatic COVID-19. Study endpoints included: cumulative incidence of International Society of Thrombosis and Haemostasis-defined clinically relevant bleeding; enoxaparin dose-requirements; and cumulative incidence of venous thromboembolism within 30-days of hospital discharge. Descriptive statistics summarized endpoint estimates that were further evaluated by participant age (±12 years) and clinical presentation. RESULTS Forty children were enrolled and 38 met analyses criteria. None experienced clinically relevant bleeding. Median (interquartile range) dose to achieve target anti-Xa levels was 0.5 mg/kg (0.48-0.54). Dose-requirement did not differ by age (0.5 [0.46-0.52] mg/kg for age ≥12 years versus 0.52 [0.49-0.55] mg/kg for age <12 years, P = .51) but was greater for participants with MISC (0.52 [0.5-0.61] mg/kg) as compared with primary COVID-19 (0.48 [0.39-0.51] mg/kg, P = .010). Two children (5.3%) developed central-venous catheter-related venous thromboembolism. No serious adverse events were related to trial intervention. CONCLUSIONS Among children hospitalized for COVID-19, thromboprophylaxis with twice-daily enoxaparin appears safe and warrants further investigation to assess efficacy.
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Affiliation(s)
| | | | - Julie Jaffray
- Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Nihal Godiwala
- Department of Pediatrics, Louisiana State University School of Medicine, New Orleans, Louisiana
| | - Hope P Wilson
- Department of Pediatrics, University of Alabama School of Medicine, Birmingham, Alabama
| | - Courtney D Thornburg
- Department of Pediatrics, University of California San Diego, La Jolla, California Division of Hematology and Oncology, Rady Children's Hospital San Diego, San Diego, California
| | - Rukhmi V Bhat
- Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ayesha Zia
- Department of Pediatrics, The University of Texas Southwestern, Dallas, Texas
| | | | - Sapna R Kudchadkar
- Critical Care Medicine
- Pediatrics
- Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Christopher J Russell
- Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, California
| | | | - Alex C Spyropoulos
- Department of Medicine, Zucker School of Medicine at Hofstra and Northwell and Feinstein Institutes for Medical Research, Manhasset, New York
- Department of Obstetrics and Gynecology, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Ernest K Amankwah
- Departments of Anesthesia
- Pediatrics
- Oncology, Johns Hopkins All Children's Institute for Clinical and Translational Research
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10
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Zhao WG, Zhang WL, Zhang YZ. Characteristics of Deep Venous Thrombosis in Isolated Lower Extremity Fractures and Unsolved Problems in Guidelines: A Review of Recent Literature. Orthop Surg 2022; 14:1558-1568. [PMID: 35633091 PMCID: PMC9363729 DOI: 10.1111/os.13306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 02/21/2022] [Accepted: 04/11/2022] [Indexed: 11/30/2022] Open
Abstract
Deep venous thrombosis (DVT) has been characterized by a disorder of venous return caused by abnormal blood clotting in deep veins. It often occurs in the lower limbs and is a common complication in orthopaedics. Therefore, relevant professional organizations domestic and overseas had formulated and constantly updated relevant guidelines to prevent the occurrence of DVT. According to the management strategy of the guidelines, the incidence of DVT can be significantly reduced. However, due to the variety of fractures types, the guidelines cannot expound precautions and characteristics of DVT for all fracture types at present, and there are other related unresolved problems. For example, there is still a lack of consistent optimal strategies for the management of DVT following isolated lower extremity fractures with a higher incidence. The best anticoagulant strategies for patients with upper limb fractures, pediatric fractures, and those combined with other injuries are rarely described in orthopaedic guidelines, but such fractures are common in clinical orthopaedics. The long‐term complications after DVT, such as post‐thrombotic syndrome, are not well‐understood. In the absence of clear guidance, orthopaedic surgeons often resort to empiric anticoagulation or conservative treatment, so the prevention effects of DVT are inconsistent. The purpose of this review is to summarize the characteristics of DVT events after isolated lower extremity fractures and to discuss the unsolved issues in the guidelines by reviewing the previous literature and tracing the history of DVT discovery, to provide more scientific and comprehensive recommendations for the prediction and prevention of DVT.
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Affiliation(s)
- Wei-Guang Zhao
- Department of Orthopedic Surgery, Handan Central Hospital, HanDan, China
| | - Wei-Li Zhang
- Department of Orthopedic Surgery, Handan Central Hospital, HanDan, China
| | - Ying-Ze Zhang
- Department of Trauma Emergency Center, The Third Hospital of Hebei Medical University, Orthopaedics Research Institution of Hebei Province, Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, China.,NHC Key Laboratory of Intelligent Orthopeadic Equipment (The Third Hospital of Hebei Medical University), Shijiazhuang, China.,Chinese Academy of Engineering, Beijing, China
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11
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McIntyre A, Sadowsky C, Behrman A, Martin R, Augutis M, Cassidy C, Betz R, Ertzgaard P, Mulcahey MJ. A Systematic Review of the Scientific Literature for Rehabilitation/Habilitation Among Individuals With Pediatric-Onset Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2022; 28:13-90. [PMID: 35521053 PMCID: PMC9009193 DOI: 10.46292/sci21-00046] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Objectives To conduct a systematic review to examine the scientific literature for rehabilitation/habilitation among individuals with pediatric-onset spinal cord injury (SCI). Methods A literature search of multiple databases (i.e., PubMed/MEDLINE, CINAHL, EMBASE, PsychINFO) was conducted and was filtered to include studies involving humans, published as full-length articles up to December 2020, and in English. Included studies met the following inclusion criteria: (1) ≥50% of the study sample had experienced a traumatic, acquired, nonprogressive spinal cord injury (SCI) or a nontraumatic, acquired, noncongenital SCI; (2) SCI onset occurred at ≤21 years of age; and (3) sample was assessed for a rehabilitation/habilitation-related topic. Studies were assigned a level of evidence using an adapted Sackett scale modified down to five levels. Data extracted from each study included author(s), year of publication, country of origin, study design, subject characteristics, rehabilitation/habilitation topic area, intervention (if applicable), and outcome measures. Results One hundred seventy-six studies were included for review (1974-2020) with the majority originating from the United States (81.3%). Most studies were noninterventional observational studies (n = 100; 56.8%) or noninterventional case report studies (n = 5; 2.8%). Sample sizes ranged from 1 to 3172 with a median of 26 (interquartile range [IQR], 116.5). Rehabilitation/habilitation topics were categorized by the International Classification of Functioning, Disability and Health (ICF); most studies evaluated ICF Body Function. There were 69 unique clinical health outcome measures reported. Conclusion The evidence for rehabilitation/habilitation of pediatric-onset SCI is extremely limited; nearly all studies (98%) are level 4-5 evidence. Future studies across several domains should be conducted with novel approaches to research design to alleviate issues related to sample sizes and heterogeneity.
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Affiliation(s)
- Amanda McIntyre
- Parkwood Institute Research, Parkwood Institute, London, Canada
| | - Cristina Sadowsky
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, John Hopkins University, Baltimore, Maryland
,International Center for Spinal Cord Injury, Kennedy Krieger Institute, Baltimore, Maryland
| | - Andrea Behrman
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
,Kosair Charities Center for Pediatric Neurorecovery, Louisville, Kentucky
| | - Rebecca Martin
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, John Hopkins University, Baltimore, Maryland
,International Center for Spinal Cord Injury, Kennedy Krieger Institute, Baltimore, Maryland
| | - Marika Augutis
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institute, Solna, Sweden
| | - Caitlin Cassidy
- St. Joseph’s Health Care London, Parkwood Institute, London, Canada
| | - Randal Betz
- Institute for Spine and Scoliosis, Lawrenceville, New Jersey
,Department of Orthopedics, Mount Sinai Hospital, New York, New York
| | - Per Ertzgaard
- Department of Rehabilitation Medicine, Linköping University, Linköping, Sweden
| | - MJ Mulcahey
- Department of Occupational Therapy, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Woodbury, New Jersey
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12
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Georgeades C, Van Arendonk K, Gourlay D. Venous thromboembolism prophylaxis after pediatric trauma. Pediatr Surg Int 2021; 37:679-694. [PMID: 33462655 DOI: 10.1007/s00383-020-04855-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/29/2020] [Indexed: 11/24/2022]
Abstract
In recent years, there has been an increased focus on developing and validating venous thromboprophylaxis guidelines in the pediatric trauma population. We review the current literature regarding the incidence of and risk factors for venous thromboembolism (VTE) and the use of prophylaxis in the pediatric trauma population. Risk factors such as age, injury severity, central venous catheters, mental status, injury type, surgery, and comorbidities can lead to a higher incidence of VTE. Risk stratification tools have been developed to determine whether mechanical and/or pharmacologic prophylaxis should be implemented depending on the degree of VTE risk. When VTE risk is high, pharmacologic prophylaxis, such as with low molecular weight heparin, is often initiated. However, the timing and duration of VTE prophylaxis is dependent on patient factors including ambulatory status and contraindications such as bleeding. In addition, the utility of screening ultrasound for VTE surveillance has been evaluated and though they are not widely recommended, no formal guidelines exist. While more research has been done in recent years to assess the most appropriate type, timing, and duration of VTE prophylaxis, further studies are warranted to create optimal guidelines for decreasing the risk of VTE after pediatric trauma.
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Affiliation(s)
- Christina Georgeades
- Division of Pediatric Surgery, Children's Wisconsin, 999 N 92nd Street, Suite 320, Milwaukee, WI, 53226, USA. .,Department of Surgery, Medical College of Wisconsin, 8701 W. Watertown Plank Road, Milwaukee, WI, 53226, USA.
| | - Kyle Van Arendonk
- Division of Pediatric Surgery, Children's Wisconsin, 999 N 92nd Street, Suite 320, Milwaukee, WI, 53226, USA
| | - David Gourlay
- Division of Pediatric Surgery, Children's Wisconsin, 999 N 92nd Street, Suite 320, Milwaukee, WI, 53226, USA
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13
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Sochet AA, Kiskaddon A, Betensky M, Goldenberg N. Venous Thromboembolism among Critically Ill Children: A Narrative Review. Semin Thromb Hemost 2021; 47:631-642. [PMID: 34058768 DOI: 10.1055/s-0041-1722847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Venous thromboembolism (VTE) is a leading cause of morbidity and mortality among hospitalized patients, including children. In recent years, it has become clear that hospitalization and critical illness bestow an increased VTE risk in pediatrics and relate to mortality and life-limiting comorbidities. For critically ill children, reported rates of VTE vary by study sampling techniques, presence of inherited or acquired thrombophilia, acute and chronic immobility, underlying illness prompting hospitalization, and clinical factors related to illness severity such as central venous catheterization, length of stay, mechanical ventilation, and patient age. Accordingly, critically ill children with new signs of venous congestion, acute inflammation, or unexplained acute organ dysfunction should be routinely evaluated for VTE. This narrative review summarizes recent and historical literature regarding risk factors, prevention, presentation, treatment, and outcomes of VTE in critically ill children. In addition, we identify knowledge gaps and priorities for future collaborative research on this vital condition. Special attention is given to the clinical trial opportunities, challenges, and ongoing efforts in thromboprophylaxis in critically ill children, including those hospitalized for disease related to novel coronavirus (COVID-19) and multisystem inflammatory disease in children.
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Affiliation(s)
- Anthony A Sochet
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Pediatric Critical Care Medicine, Department of Medicine, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida
| | - Amy Kiskaddon
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Department of Pharmacy, Johns Hopkins All Children's Hospital, St. Petersburg, Florida
| | - Marisol Betensky
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Thrombosis Program, Johns Hopkins All Children's Cancer and Blood Disorder Institute, Johns Hopkins All Children's Hospital, St. Petersburg, Florida
| | - Neil Goldenberg
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Thrombosis Program, Johns Hopkins All Children's Cancer and Blood Disorder Institute, Johns Hopkins All Children's Hospital, St. Petersburg, Florida.,Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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14
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Hanson SJ, Mahajerin A, Petty JK, Shabanova V, Faustino EVS. Risks of venous thrombosis and bleeding in critically ill adolescents after trauma or major surgery. J Pediatr Surg 2021; 56:302-308. [PMID: 32713711 DOI: 10.1016/j.jpedsurg.2020.06.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 06/10/2020] [Accepted: 06/23/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND The risks of venous thromboembolism (VTE) and bleeding in critically ill adolescents based on interventions received and anatomic site of trauma or major surgery may identify a cohort eligible for enrollment in a trial of pharmacologic prophylaxis. METHODS This retrospective cohort study using the Virtual Pediatric Systems database included adolescents admitted to pediatric intensive care units after trauma or major surgery between 2013 and 2017. Mixed effects logistic regression was used to determine the adjusted risks of VTE and bleeding with central venous catheterization (CVC), mechanical ventilation (MV) and anatomic site of trauma or major surgery. The adjusted risks were used to identify the cohort eligible for enrollment. MEASUREMENTS AND MAIN RESULTS VTE developed in 212 (0.8%) of 27,647 adolescents. The adjusted risk of VTE was >2% with CVC and 2 or more of MV and trauma or major surgery to the brain or abdomen. Excluding those with bleeds present on admission or at high risk of bleeding, 375 (1.4%) adolescents would be eligible for enrollment. CONCLUSIONS VTE is generally uncommon in adolescents after trauma or major surgery. The small proportion of adolescents who are at high risk of VTE and at low risk of bleeding impacts the feasibility of a trial. LEVEL OF EVIDENCE Prognostic Study Level II.
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Affiliation(s)
- Sheila J Hanson
- Section of Critical Care, Department of Pediatrics, Children's Hospital of Wisconsin/Medical College of Wisconsin, Milwaukee, WI.
| | | | - John K Petty
- Division of Pediatric Surgery, Department of General Surgery, Wake Forest School of Medicine, Winston-Salem, NC
| | - Veronika Shabanova
- Section of General Pediatrics, Department of Pediatrics, Yale School of Medicine, New Haven, CT
| | - E Vincent S Faustino
- Section of Critical Care, Department of Pediatrics, Yale School of Medicine, New Haven, CT
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