Predictive Tools for Severe Dengue Conforming to World Health Organization 2009 Criteria

被引:23
作者
Carrasco, Luis R. [1 ]
Leo, Yee Sin [2 ,3 ]
Cook, Alex R. [3 ,4 ,5 ]
Lee, Vernon J. [3 ,5 ,6 ]
Thein, Tun L. [2 ]
Go, Chi Jong [2 ]
Lye, David C. [2 ,7 ]
机构
[1] Natl Univ Singapore, Dept Biol Sci, Singapore 117548, Singapore
[2] Tan Tock Seng Hosp, Communicable Dis Ctr, Singapore, Singapore
[3] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore 117548, Singapore
[4] Duke NUS Grad Med Sch, Program Hlth Serv & Syst Res, Singapore, Singapore
[5] Minist Def, Biodef Ctr, Singapore, Singapore
[6] Natl Univ Singapore, Ctr Hlth Serv Res, Singapore 117548, Singapore
[7] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Singapore 117595, Singapore
来源
PLOS NEGLECTED TROPICAL DISEASES | 2014年 / 8卷 / 07期
基金
英国医学研究理事会;
关键词
HEMORRHAGIC-FEVER; DECISION TREE; CASE CLASSIFICATION; DISEASE SEVERITY; WARNING SIGNS; CHILDREN; DIAGNOSIS; FEATURES; IMPACT; COST;
D O I
10.1371/journal.pntd.0002972
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: Dengue causes 50 million infections per year, posing a large disease and economic burden in tropical and subtropical regions. Only a proportion of dengue cases require hospitalization, and predictive tools to triage dengue patients at greater risk of complications may optimize usage of limited healthcare resources. For severe dengue (SD), proposed by the World Health Organization (WHO) 2009 dengue guidelines, predictive tools are lacking. Methods: We undertook a retrospective study of adult dengue patients in Tan Tock Seng Hospital, Singapore, from 2006 to 2008. Demographic, clinical and laboratory variables at presentation from dengue polymerase chain reaction-positive and serology-positive patients were used to predict the development of SD after hospitalization using generalized linear models (GLMs). Principal findings: Predictive tools compatible with well-resourced and resource-limited settings - not requiring laboratory measurements - performed acceptably with optimism-corrected specificities of 29% and 27% respectively for 90% sensitivity. Higher risk of severe dengue (SD) was associated with female gender, lower than normal hematocrit level, abdominal distension, vomiting and fever on admission. Lower risk of SD was associated with more years of age (in a cohort with an interquartile range of 27-47 years of age), leucopenia and fever duration on admission. Among the warning signs proposed by WHO 2009, we found support for abdominal pain or tenderness and vomiting as predictors of combined forms of SD. Conclusions: The application of these predictive tools in the clinical setting may reduce unnecessary admissions by 19% allowing the allocation of scarce public health resources to patients according to the severity of outcomes.
引用
收藏
页数:9
相关论文
共 40 条
  • [1] NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION
    AKAIKE, H
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) : 716 - 723
  • [2] [Anonymous], 2002, Weekly epidemiological record. No. 44, 77
  • [3] Secreted NS1 of dengue virus attaches to the surface of cells via interactions with heparan sulfate and chondroitin sulfate E
    Avirutnan, Panisadee
    Zhang, Lijuan
    Punyadee, Nuntaya
    Manuyakorn, Ananya
    Puttikhunt, Chunya
    Kasinrerk, Watchara
    Malasit, Prida
    Atkinson, John P.
    Diamond, Michael S.
    [J]. PLOS PATHOGENS, 2007, 3 (11) : 1798 - 1812
  • [4] The performance of RT-PCR compared with a rapid serological assay for acute dengue fever in a diagnostic laboratory
    Barkham, TM
    Chung, YK
    Tang, KF
    Ooi, EE
    [J]. TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE, 2006, 100 (02) : 142 - 148
  • [5] Usefulness and applicability of the revised dengue case classification by disease: multi-centre study in 18 countries
    Barniol, Judit
    Gaczkowski, Roger
    Vega Barbato, Eliana
    da Cunha, Rivaldo V.
    Salgado, Doris
    Martinez, Eric
    Soria Segarra, Carmita
    Pleites Sandoval, Ernesto B.
    Mishra, Ajay
    Laksono, Ida Safitri
    Lum, Lucy C. S.
    Martinez, Jose G.
    Nunez, Andrea
    Balsameda, Angel
    Allende, Ivan
    Ramirez, Gladys
    Dimaano, Efren
    Thomacheck, Kay
    Akbar, Naeema A.
    Ooi, Eng E.
    Villegas, Elci
    Hien, Tran T.
    Farrar, Jeremy
    Horstick, Olaf
    Kroeger, Axel
    Jaenisch, Thomas
    [J]. BMC INFECTIOUS DISEASES, 2011, 11
  • [6] Comparison of clinical features and hematologic abnormalities between dengue fever and dengue hemorrhagic fever among children in the Philippines
    Carlos, CC
    Oishi, K
    Cinco, MTDD
    Mapua, CA
    Inoue, S
    Cruz, DJM
    Pancho, MAM
    Tanig, CZ
    Matias, RR
    Morita, K
    Natividad, FF
    Igarashi, A
    Nagatake, T
    [J]. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2005, 73 (02) : 435 - 440
  • [7] Economic Impact of Dengue Illness and the Cost-Effectiveness of Future Vaccination Programs in Singapore
    Carrasco, Luis R.
    Lee, Linda K.
    Lee, Vernon J.
    Ooi, Eng Eong
    Shepard, Donald S.
    Thein, Tun L.
    Gan, Victor
    Cook, Alex R.
    Lye, David
    Ng, Lee Ching
    Leo, Yee Sin
    [J]. PLOS NEGLECTED TROPICAL DISEASES, 2011, 5 (12):
  • [8] Chee YC, 2005, REPORT EXPERT PANEL
  • [9] Falconar Andrew K I, 2012, J Clin Med Res, V4, P33, DOI 10.4021/jocmr694w
  • [10] CHANGING EPIDEMIOLOGY OF DENGUE IN SINGAPORE
    GOH, KT
    [J]. LANCET, 1995, 346 (8982): : 1098 - 1098