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 signif...

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Main Authors: Wong, Joshua G. X., Thein, Tun Linn, Leo, Yee-Sin, Pang, Junxiong, Lye, David C.
Other Authors: Sekaran, Shamala Devi
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/80467
http://hdl.handle.net/10220/46559
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-804672022-02-16T16:26:40Z Identifying adult dengue patients at low risk for clinically significant bleeding Wong, Joshua G. X. Thein, Tun Linn Leo, Yee-Sin Pang, Junxiong Lye, David C. Sekaran, Shamala Devi Lee Kong Chian School of Medicine (LKCMedicine) Adult Dengue Patients Clinically Significant Bleeding DRNTU::Science::Medicine 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. NMRC (Natl Medical Research Council, S’pore) Published version 2018-11-05T07:19:58Z 2019-12-06T13:50:11Z 2018-11-05T07:19:58Z 2019-12-06T13:50:11Z 2016 Journal Article Wong, J. G. X., Thein, T. L., Leo, Y.-S., Pang, J., & Lye, D. C. (2016). Identifying adult dengue patients at low risk for clinically significant bleeding. PLOS ONE, 11(2), e0148579-. doi:10.1371/journal.pone.0148579 https://hdl.handle.net/10356/80467 http://hdl.handle.net/10220/46559 10.1371/journal.pone.0148579 26849556 en PLOS ONE © 2016 Wong et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 12 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Adult Dengue Patients
Clinically Significant Bleeding
DRNTU::Science::Medicine
spellingShingle Adult Dengue Patients
Clinically Significant Bleeding
DRNTU::Science::Medicine
Wong, Joshua G. X.
Thein, Tun Linn
Leo, Yee-Sin
Pang, Junxiong
Lye, David C.
Identifying adult dengue patients at low risk for clinically significant bleeding
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.
author2 Sekaran, Shamala Devi
author_facet Sekaran, Shamala Devi
Wong, Joshua G. X.
Thein, Tun Linn
Leo, Yee-Sin
Pang, Junxiong
Lye, David C.
format Article
author Wong, Joshua G. X.
Thein, Tun Linn
Leo, Yee-Sin
Pang, Junxiong
Lye, David C.
author_sort Wong, Joshua G. X.
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
publishDate 2018
url https://hdl.handle.net/10356/80467
http://hdl.handle.net/10220/46559
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