Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.

BACKGROUND:Clinically significant bleeding is important for subsequent optimal case management in dengue patients, but most studies have focused on dengue severity as an outcome. Our study objective was to identify differences in admission parameters between patients who developed clinically signifi...

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Main Authors: Joshua G X Wong, Tun Linn Thein, Yee-Sin Leo, Junxiong Pang, David C Lye
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4743958?pdf=render
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spelling doaj-bc3b189e551b4ec19ec63cbb613d01712020-11-25T01:52:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01112e014857910.1371/journal.pone.0148579Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.Joshua G X WongTun Linn TheinYee-Sin LeoJunxiong PangDavid C LyeBACKGROUND:Clinically significant bleeding is important for subsequent optimal case management in dengue patients, but most studies have focused on dengue severity as an outcome. Our study objective was to identify differences in admission parameters between patients who developed clinically significant bleeding and those that did not. We sought to develop a model for discriminating between these patients. METHODS:We conducted a retrospective study of 4,383 adults aged >18 years who were hospitalized with dengue infection at Tan Tock Seng Hospital, Singapore from 2005 to 2008. Patients were divided into those with clinically significant bleeding (n = 188), and those without (n = 4,195). Demographic, clinical, and laboratory variables on admission were compared between groups to determine factors associated with clinically significant bleeding during hospitalization. RESULTS:On admission, female gender (p<0.001); temperature >38°C (p<0.001); nausea/vomiting (p = 0.009) and abdominal pain/tenderness (p = 0.005); lower systolic blood pressure (p<0.001); higher pulse rate (p<0.001); increased absolute neutrophil count (ANC; p<0.001); reduced absolute lymphocyte count (ALC; p<0.001), haematocrit percentage (p<0.001) and platelet count (p = 0.04), and increased prothrombin time (p = 0.003) were significantly associated with clinically significant bleeding on univariate analysis. Multivariate analysis showed that independent variables in the final model were female gender (aOR 2.85; 95% CI: 1.9-4.33); temperature >38°C (aOR 1.81; 95% CI: 1.27-2.61), nausea/vomiting (aOR 1.39; 95% CI: 0.94-2.12), ANC (aOR 1.3; 95% CI: 1.15-1.46), ALC (aOR 0.4; 95% CI: 0.25-0.64), hematocrit percentage (aOR 0.96; 95% CI: 0.92-1.002) and platelet count (aOR 0.993; 95% CI: 0.988-0.998). At the cutoff of -3.919, the model achieved an AUC of 0.758 (sensitivity:0.87, specificity: 0.38, PPV: 0.06, NPV: 0.98). CONCLUSION:Clinical risk factors associated with clinically significant bleeding were identified. This model may be useful to complement clinical judgement in triaging adult dengue patients given the dynamic nature of acute dengue, particularly in pre-identifying those less likely to develop clinically significant bleeding.http://europepmc.org/articles/PMC4743958?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Joshua G X Wong
Tun Linn Thein
Yee-Sin Leo
Junxiong Pang
David C Lye
spellingShingle Joshua G X Wong
Tun Linn Thein
Yee-Sin Leo
Junxiong Pang
David C Lye
Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
PLoS ONE
author_facet Joshua G X Wong
Tun Linn Thein
Yee-Sin Leo
Junxiong Pang
David C Lye
author_sort Joshua G X Wong
title Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
title_short Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
title_full Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
title_fullStr Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
title_full_unstemmed Identifying Adult Dengue Patients at Low Risk for Clinically Significant Bleeding.
title_sort identifying adult dengue patients at low risk for clinically significant bleeding.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
description BACKGROUND:Clinically significant bleeding is important for subsequent optimal case management in dengue patients, but most studies have focused on dengue severity as an outcome. Our study objective was to identify differences in admission parameters between patients who developed clinically significant bleeding and those that did not. We sought to develop a model for discriminating between these patients. METHODS:We conducted a retrospective study of 4,383 adults aged >18 years who were hospitalized with dengue infection at Tan Tock Seng Hospital, Singapore from 2005 to 2008. Patients were divided into those with clinically significant bleeding (n = 188), and those without (n = 4,195). Demographic, clinical, and laboratory variables on admission were compared between groups to determine factors associated with clinically significant bleeding during hospitalization. RESULTS:On admission, female gender (p<0.001); temperature >38°C (p<0.001); nausea/vomiting (p = 0.009) and abdominal pain/tenderness (p = 0.005); lower systolic blood pressure (p<0.001); higher pulse rate (p<0.001); increased absolute neutrophil count (ANC; p<0.001); reduced absolute lymphocyte count (ALC; p<0.001), haematocrit percentage (p<0.001) and platelet count (p = 0.04), and increased prothrombin time (p = 0.003) were significantly associated with clinically significant bleeding on univariate analysis. Multivariate analysis showed that independent variables in the final model were female gender (aOR 2.85; 95% CI: 1.9-4.33); temperature >38°C (aOR 1.81; 95% CI: 1.27-2.61), nausea/vomiting (aOR 1.39; 95% CI: 0.94-2.12), ANC (aOR 1.3; 95% CI: 1.15-1.46), ALC (aOR 0.4; 95% CI: 0.25-0.64), hematocrit percentage (aOR 0.96; 95% CI: 0.92-1.002) and platelet count (aOR 0.993; 95% CI: 0.988-0.998). At the cutoff of -3.919, the model achieved an AUC of 0.758 (sensitivity:0.87, specificity: 0.38, PPV: 0.06, NPV: 0.98). CONCLUSION:Clinical risk factors associated with clinically significant bleeding were identified. This model may be useful to complement clinical judgement in triaging adult dengue patients given the dynamic nature of acute dengue, particularly in pre-identifying those less likely to develop clinically significant bleeding.
url http://europepmc.org/articles/PMC4743958?pdf=render
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