Development and Validation of the Phoenix Criteria for Pediatric Sepsis and Septic Shock

被引:48
|
作者
Sanchez-Pinto, L. Nelson [1 ,2 ,3 ]
Bennett, Tellen D. [4 ,5 ,6 ]
DeWitt, Peter E. [4 ]
Russell, Seth [4 ]
Rebull, Margaret N. [4 ]
Martin, Blake [4 ,5 ,6 ]
Akech, Samuel [7 ]
Albers, David J. [4 ,8 ,9 ,10 ,11 ]
Alpern, Elizabeth R. [12 ,13 ]
Balamuth, Fran [14 ,15 ]
Bembea, Melania [16 ]
Chisti, Mohammod Jobayer [17 ]
Evans, Idris [18 ]
Horvat, Christopher M. [18 ]
Jaramillo-Bustamante, Juan Camilo [19 ,20 ,21 ]
Kissoon, Niranjan [22 ]
Menon, Kusum [23 ,24 ]
Scott, Halden F. [25 ]
Weiss, Scott L. [26 ,27 ]
Wiens, Matthew O. [28 ,29 ,30 ]
Zimmerman, Jerry J. [31 ,32 ]
Argent, Andrew C. [33 ]
Sorce, Lauren R. [3 ,6 ,34 ]
Schlapbach, Luregn J. [35 ,36 ]
Watson, R. Scott [37 ,38 ]
机构
[1] Northwestern Univ, Dept Pediat Crit Care, Feinberg Sch Med, Chicago, IL USA
[2] Northwestern Univ, Dept Prevent Med Hlth & Biomed Informat, Feinberg Sch Med, Chicago, IL USA
[3] Ann & Robert H Lurie Childrens Hosp Chicago, Chicago, IL USA
[4] Univ Colorado, Sch Med, Dept Biomed Informat, Aurora, CO USA
[5] Univ Colorado, Sch Med, Dept Pediat Crit Care Med, Aurora, CO USA
[6] Childrens Hosp Colorado, Aurora, CO USA
[7] Kenya Med Res Inst KEMRI, Wellcome Trust Res Programme, Nairobi, Kenya
[8] Univ Colorado, Sch Med, Dept Bioengn, Aurora, CO USA
[9] Univ Colorado, Dept Biostat, Sch Med, Aurora, CO USA
[10] Univ Colorado, Sch Med, Dept Informat, Aurora, CO USA
[11] Columbia Univ, Dept Biomed Informat, New York, NY USA
[12] Ann & Robert H Lurie Childrens Hosp Chicago, Dept Pediat, Div Emergency Med, Chicago, IL 60611 USA
[13] Northwestern Univ, Feinberg Sch Med, Chicago, IL USA
[14] Univ Penn, Perelman Sch Med, Dept Pediat, Philadelphia, PA USA
[15] Childrens Hosp Philadelphia, Div Emergency Med, Philadelphia, PA USA
[16] Johns Hopkins Univ, Dept Anesthesiol & Crit Care Med, Sch Med, Baltimore, MD USA
[17] Dhaka Hosp, Int Ctr Diarrhoeal Dis Res, Nutr Res Div, Intens Care Unit, Dhaka, Bangladesh
[18] Univ Pittsburgh, Clin Res Invest & Syst Modeling Acute Illness CRI, Dept Crit Care Med, Sch Med, Pittsburgh, PA USA
[19] Hosp Gen Medellin Luz Castro de Gutierrez, Pediat Intens Care Unit, Medellin, Colombia
[20] Hosp Pablo Tobon Uribe, Medellin, Colombia
[21] Red Colaborat Pediat Latinoamer LARed Network, Medellin, Colombia
[22] Univ British Columbia, Dept Pediat, Vancouver, BC, Canada
[23] Childrens Hosp Eastern Ontario, Dept Pediat, Ottawa, ON, Canada
[24] Univ Ottawa, Ottawa, ON, Canada
[25] Univ Colorado, Sch Med, Dept Pediat Pediat Emergency Med, Aurora, CO USA
[26] Nemours Childrens Hlth, Dept Pediat, Div Crit Care, Wilmington, DE USA
[27] Thomas Jefferson Univ, Sidney Kimmel Med Coll, Philadelphia, PA USA
[28] Univ British Columbia, Fac Med, Dept Anesthesiol Pharmacol & Therapeut, Vancouver, BC, Canada
[29] BC Childrens Hosp, Inst Global Hlth, Vancouver, BC, Canada
[30] Walimu, Kampala, Uganda
[31] Seattle Childrens Hosp, Seattle, WA USA
[32] Univ Washington, Dept Pediat, Sch Med, Seattle, WA USA
[33] Univ Cape Town, Paediat & Child Hlth, Fac Hlth Sci, Cape Town, South Africa
[34] Northwestern Univ, Feinberg Sch Med, Dept Pediat, Chicago, IL 60611 USA
[35] Univ Zurich, Univ Childrens Hosp Zurich, Childrens Res Ctr, Dept Intens Care & Neonatol, Zurich, Switzerland
[36] Univ Queensland, Child Hlth Res Ctr, Brisbane, Qld, Australia
[37] Univ Washington, Dept Pediat, Seattle, WA USA
[38] Seattle Childrens Hosp, Ctr Child Hlth Behav & Dev & Pediat Crit Care, Seattle, WA USA
来源
关键词
INTERNATIONAL CONSENSUS DEFINITIONS; MORTALITY; HEALTH; CHILDREN; SCORE;
D O I
10.1001/jama.2024.0196
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
IMPORTANCE The Society of Critical Care Medicine Pediatric Sepsis Definition Task Force sought to develop and validate new clinical criteria for pediatric sepsis and septic shock using measures of organ dysfunction through a data-driven approach. OBJECTIVE To derive and validate novel criteria for pediatric sepsis and septic shock across differently resourced settings. DESIGN, SETTING, AND PARTICIPANTS Multicenter, international, retrospective cohort study in 10 health systems in the US, Colombia, Bangladesh, China, and Kenya, 3 of which were used as external validation sites. Data were collected from emergency and inpatient encounters for children (aged <18 years) from 2010 to 2019: 3 049 699 in the development (including derivation and internal validation) set and 581317 in the external validation set. EXPOSURE Stacked regression models to predict mortality in children with suspected infection were derived and validated using the best-performing organ dysfunction subscores from 8 existing scores. The final model was then translated into an integer-based score used to establish binary criteria for sepsis and septic shock. MAIN OUTCOMES AND MEASURES The primary outcome for all analyses was in-hospital mortality. Model-and integer-based score performance measures included the area under the precision recall curve (AUPRC; primary) and area under the receiver operating characteristic curve (AUROC; secondary). For binary criteria, primary performance measures were positive predictive value and sensitivity. RESULTS Among the 172 984 children with suspected infection in the first 24 hours (development set; 1.2% mortality), a 4-organ-system model performed best. The integer version of that model, the Phoenix Sepsis Score, had AUPRCs of 0.23 to 0.38 (95% CI range, 0.20-0.39) and AUROCs of 0.71 to 0.92 (95% CI range, 0.70-0.92) to predict mortality in the validation sets. Using a Phoenix Sepsis Score of 2 points or higher in children with suspected infection as criteria for sepsis and sepsis plus 1 or more cardiovascular point as criteria for septic shock resulted in a higher positive predictive value and higher or similar sensitivity compared with the 2005 International Pediatric Sepsis Consensus Conference (IPSCC) criteria across differently resourced settings. CONCLUSIONS AND RELEVANCE The novel Phoenix sepsis criteria, which were derived and validated using data from higher-and lower-resource settings, had improved performance for the diagnosis of pediatric sepsis and septic shock compared with the existing IPSCC criteria.
引用
收藏
页码:675 / 686
页数:12
相关论文
共 50 条
  • [31] Sepsis and septic shock
    Hotchkiss, Richard S.
    Moldawer, Lyle L.
    Opal, Steven M.
    Reinhart, Konrad
    Turnbull, Isaiah R.
    Vincent, Jean-Louis
    NATURE REVIEWS DISEASE PRIMERS, 2016, 2
  • [32] Development and validation of a clinical prediction rule for candidemia in hospitalized patients with severe sepsis and septic shock
    Guillamet, Cristina Vazquez
    Vazquez, Rodrigo
    Micek, Scott T.
    Ursu, Oleg
    Kollef, Marin
    JOURNAL OF CRITICAL CARE, 2015, 30 (04) : 715 - 720
  • [33] Sepsis and septic shock
    Richard S. Hotchkiss
    Lyle L. Moldawer
    Steven M. Opal
    Konrad Reinhart
    Isaiah R. Turnbull
    Jean-Louis Vincent
    Nature Reviews Disease Primers, 2
  • [35] Sepsis and septic shock
    Gupta, Mayuri
    Sharma, Shivani
    Bansal, Pranav
    Sehrawat, Priyanka
    ANAESTHESIA PAIN & INTENSIVE CARE, 2019, 23 (04) : 409 - 411
  • [36] Sepsis and Septic Shock
    Maloney, Patrick J.
    EMERGENCY MEDICINE CLINICS OF NORTH AMERICA, 2013, 31 (03) : 583 - +
  • [37] DEVELOPMENT AND VALIDATION OF A FIRST-TWO-HOURS PREDICTIVE MODEL OF PEDIATRIC SEPTIC SHOCK
    Scott, Halden
    Sevick, Carter
    Colborn, Kathryn
    Bajaj, Lalit
    Davies, Sara Deakyne
    Fairclough, Diane
    Kissoon, Niranjan
    Kempe, Allison
    CRITICAL CARE MEDICINE, 2020, 48
  • [38] Diagnostic Validation of the Updated Pediatric Sepsis Biomarker Risk II for Acute Kidney Injury Prediction Model in Pediatric Septic Shock
    Stanski, Natalja L.
    Zhang, Bin
    Cvijanovich, Natalie Z.
    Fitzgerald, Julie C.
    Bigham, Michael T.
    Jain, Parag N.
    Schwarz, Adam J.
    Lutfi, Riad
    Allen, Geoffrey L.
    Thomas, Neal J.
    Baines, Torrey
    Haileselassie, Bereketeab
    Weiss, Scott L.
    Atreya, Mihir R.
    Lautz, Andrew J.
    Zingarelli, Basilia
    Standage, Stephen W.
    Kaplan, Jennifer
    Goldstein, Stuart L.
    PEDIATRIC CRITICAL CARE MEDICINE, 2024, 25 (11) : 1005 - 1016
  • [39] Shock index utility to predict mortality in pediatric patients with septic shock or severe sepsis
    Lopez-Reyes, Claudia S.
    Baca-Velazquez, Lille N.
    Villasis-Keever, Miguel A.
    Zurita-Cruz, Jessie N.
    BOLETIN MEDICO DEL HOSPITAL INFANTIL DE MEXICO, 2018, 75 (04): : 224 - 230
  • [40] SEVERE SEPSIS AND SEPTIC SHOCK IN THE PEDIATRIC HEMATOPOIETIC CELL TRANSPLANT POPULATION
    Crosby, Kristin
    Flerlage, Timothy
    McArthur, Jennifer
    Nellis, Marianne
    Cancio, Maria
    Killinger, James
    CRITICAL CARE MEDICINE, 2020, 48