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Published in: BMC Infectious Diseases 1/2016

Open Access 01-12-2016 | Research article

Dengue score: a proposed diagnostic predictor for pleural effusion and/or ascites in adults with dengue infection

Authors: Suhendro Suwarto, Leonard Nainggolan, Robert Sinto, Bonita Effendi, Eppy Ibrahim, Maulana Suryamin, R. Tedjo Sasmono

Published in: BMC Infectious Diseases | Issue 1/2016

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Abstract

Background

There are several limitations in diagnosing plasma leakage using the World Health Organization (WHO) guidelines of dengue hemorrhagic fever. We conducted a study to develop a dengue scoring system to predict pleural effusion and/or ascites using routine laboratory parameters.

Methods

A prospective observational study was carried out at Cipto Mangunkusumo Hospital and Persahabatan Hospital, Jakarta, Indonesia. Dengue-infected adults admitted on the third febrile day from March, 2010 through August, 2015 were included in the study. A multivariate analysis was conducted to determine the independent diagnostic predictors of pleural effusion and/or ascites and to convert the prediction model into a scoring system.

Results

A total of 172 dengue-infected adults were enrolled in the study. Of the 172 patients, 101 (58.7 %) developed pleural effusion and/or ascites. A multivariate analysis was conducted to determine the independent diagnostic predictors of pleural effusion and/or ascites in dengue-infected adults. The predictors were scored based on the following calculations: hemoconcentration ≥15.1 % had a score of 1 (OR, 3.11; 95 % CI, 1.41–6.88), lowest albumin concentration at critical phase ≤3.49 mg/dL had a score of 1 (OR, 4.48; 95 % CI, 1.87–10.77), lowest platelet count ≤49,500/μL had a score of 1 (OR, 3.62; 95 % CI, 1.55–8.49), and elevated ratio of AST ≥2.51 had a score of 1 (OR 2.67; 95 % CI, 1.19–5.97). At a cut off of ≥ 2, the Dengue Score predicted pleural effusion and/or ascites diagnosis with positive predictive value of 79.21 % and negative predictive value of 74.63 %. This prediction model is suitable for calibration and good discrimination.

Conclusions

We have developed a Dengue Score that could be used to identify pleural effusion and/or ascites and might be useful to stratify dengue-infected patients at risk for developing severe dengue.
Literature
1.
go back to reference Srikiatkhachorn A, Green S. Markers of dengue disease severity. Curr Top Microbiol Immunol. 2010;338:67–82.PubMed Srikiatkhachorn A, Green S. Markers of dengue disease severity. Curr Top Microbiol Immunol. 2010;338:67–82.PubMed
2.
go back to reference WHO-SEARO. Comprehensive guidelines for prevention and control of dengue and dengue haemorrhagic fever. Revised and expanded. New Delhi: World Health Organization; 2011. WHO-SEARO. Comprehensive guidelines for prevention and control of dengue and dengue haemorrhagic fever. Revised and expanded. New Delhi: World Health Organization; 2011.
3.
go back to reference Karyanti MR, Uiterwaal CSPM, Kusriastuti R, Hadinegoro SR, Rovers MM, Heesterbeek H, et al. The changing incidence of dengue haemorrhagic fever in Indonesia: a 45-year registry-based analysis. BMC Infect Dis. 2014;14:412.CrossRefPubMedPubMedCentral Karyanti MR, Uiterwaal CSPM, Kusriastuti R, Hadinegoro SR, Rovers MM, Heesterbeek H, et al. The changing incidence of dengue haemorrhagic fever in Indonesia: a 45-year registry-based analysis. BMC Infect Dis. 2014;14:412.CrossRefPubMedPubMedCentral
4.
go back to reference Leo Y-S, Gan VC, Ng E-L, Hao Y, Ng L-C, Pok K-Y, et al. Utility of warning signs in guiding admission and predicting severe disease in adult dengue. BMC Infect Dis. 2013;13:498.CrossRefPubMedPubMedCentral Leo Y-S, Gan VC, Ng E-L, Hao Y, Ng L-C, Pok K-Y, et al. Utility of warning signs in guiding admission and predicting severe disease in adult dengue. BMC Infect Dis. 2013;13:498.CrossRefPubMedPubMedCentral
5.
go back to reference TDR/WHO. Dengue: guidelines for diagnosis, treatment, prevention and control. Geneva: World Health Organization; 2009. TDR/WHO. Dengue: guidelines for diagnosis, treatment, prevention and control. Geneva: World Health Organization; 2009.
6.
go back to reference Fujimoto DE, Koifman S. Clinical and laboratory characteristics of patients with dengue hemorrhagic fever manifestations and their transfusion profile. Rev Bras Hematol E Hemoter. 2014;36:115–20.CrossRef Fujimoto DE, Koifman S. Clinical and laboratory characteristics of patients with dengue hemorrhagic fever manifestations and their transfusion profile. Rev Bras Hematol E Hemoter. 2014;36:115–20.CrossRef
7.
go back to reference Chairulfatah A, Setiabudi D, Agoes R, Colebunders R. Thrombocytopenia and platelet transfusions in dengue haemorrhagic fever and dengue shock syndrome. WHO Dengue Bull. 2003;27:138–43. Chairulfatah A, Setiabudi D, Agoes R, Colebunders R. Thrombocytopenia and platelet transfusions in dengue haemorrhagic fever and dengue shock syndrome. WHO Dengue Bull. 2003;27:138–43.
8.
go back to reference Bandyopadhyay S, Lum LCS, Kroeger A. Classifying dengue: a review of the difficulties in using the WHO case classification for dengue haemorrhagic fever. Trop Med Int Health TM IH. 2006;11:1238–55.CrossRefPubMed Bandyopadhyay S, Lum LCS, Kroeger A. Classifying dengue: a review of the difficulties in using the WHO case classification for dengue haemorrhagic fever. Trop Med Int Health TM IH. 2006;11:1238–55.CrossRefPubMed
9.
go back to reference Ng CFS, Lum LCS, Ismail NA, Tan LH, Tan CPL. Clinicians’ diagnostic practice of dengue infections. J Clin Virol Off Publ Pan Am Soc Clin Virol. 2007;40:202–6.CrossRef Ng CFS, Lum LCS, Ismail NA, Tan LH, Tan CPL. Clinicians’ diagnostic practice of dengue infections. J Clin Virol Off Publ Pan Am Soc Clin Virol. 2007;40:202–6.CrossRef
10.
go back to reference WHO. Dengue haemorrhagic fever: diagnosis, treatment, prevention and control. Geneva: World Health Organization; 1997. WHO. Dengue haemorrhagic fever: diagnosis, treatment, prevention and control. Geneva: World Health Organization; 1997.
11.
go back to reference Jagadishkumar K, Jain P, Manjunath VG, Umesh L. Hepatic involvement in dengue fever in children. Iran J Pediatr. 2012;22:231–6.PubMedPubMedCentral Jagadishkumar K, Jain P, Manjunath VG, Umesh L. Hepatic involvement in dengue fever in children. Iran J Pediatr. 2012;22:231–6.PubMedPubMedCentral
12.
go back to reference Itha S, Kashyap R, Krishnani N, Saraswat VA, Choudhuri G, Aggarwal R. Profile of liver involvement in dengue virus infection. Natl Med J India. 2005;18:127–30.PubMed Itha S, Kashyap R, Krishnani N, Saraswat VA, Choudhuri G, Aggarwal R. Profile of liver involvement in dengue virus infection. Natl Med J India. 2005;18:127–30.PubMed
13.
go back to reference Roy A, Sarkar D, Chakraborty S, Chaudhuri J, Ghosh P, Chakraborty S. Profile of hepatic involvement by dengue virus in dengue infected children. North Am J Med Sci. 2013;5:480–5.CrossRef Roy A, Sarkar D, Chakraborty S, Chaudhuri J, Ghosh P, Chakraborty S. Profile of hepatic involvement by dengue virus in dengue infected children. North Am J Med Sci. 2013;5:480–5.CrossRef
14.
go back to reference Karoli R, Fatima J, Siddiqi Z, Kazmi KI, Sultania AR. Clinical profile of dengue infection at a teaching hospital in North India. J Infect Dev Ctries. 2012;6:551–4.CrossRefPubMed Karoli R, Fatima J, Siddiqi Z, Kazmi KI, Sultania AR. Clinical profile of dengue infection at a teaching hospital in North India. J Infect Dev Ctries. 2012;6:551–4.CrossRefPubMed
15.
go back to reference Michels M, Sumardi U, de Mast Q, Jusuf H, Puspita M, Dewi IMW, et al. The predictive diagnostic value of serial daily bedside ultrasonography for severe dengue in Indonesian adults. PLoS Negl Trop Dis. 2013;7:e2277.CrossRefPubMedPubMedCentral Michels M, Sumardi U, de Mast Q, Jusuf H, Puspita M, Dewi IMW, et al. The predictive diagnostic value of serial daily bedside ultrasonography for severe dengue in Indonesian adults. PLoS Negl Trop Dis. 2013;7:e2277.CrossRefPubMedPubMedCentral
16.
go back to reference Balasubramanian S, Janakiraman L, Kumar SS, Muralinath S, Shivbalan S. A reappraisal of the criteria to diagnose plasma leakage in dengue hemorrhagic fever. Indian Pediatr. 2006;43:334–9.PubMed Balasubramanian S, Janakiraman L, Kumar SS, Muralinath S, Shivbalan S. A reappraisal of the criteria to diagnose plasma leakage in dengue hemorrhagic fever. Indian Pediatr. 2006;43:334–9.PubMed
17.
go back to reference Srikiatkhachorn A, Gibbons RV, Green S, Libraty DH, Thomas SJ, Endy TP, et al. Dengue hemorrhagic fever: the sensitivity and specificity of the world health organization definition for identification of severe cases of dengue in Thailand, 1994–2005. Clin Infect Dis Off Publ Infect Dis Soc Am. 2010;50:1135–43.CrossRef Srikiatkhachorn A, Gibbons RV, Green S, Libraty DH, Thomas SJ, Endy TP, et al. Dengue hemorrhagic fever: the sensitivity and specificity of the world health organization definition for identification of severe cases of dengue in Thailand, 1994–2005. Clin Infect Dis Off Publ Infect Dis Soc Am. 2010;50:1135–43.CrossRef
18.
go back to reference Motla M, Manaktala S, Gupta V, Aggarwal M, Bhoi SK, Aggarwal P, et al. Sonographic evidence of ascites, pleura-pericardial effusion and gallbladder wall edema for dengue fever. Prehospital Disaster Med. 2011;26:335–41.CrossRefPubMed Motla M, Manaktala S, Gupta V, Aggarwal M, Bhoi SK, Aggarwal P, et al. Sonographic evidence of ascites, pleura-pericardial effusion and gallbladder wall edema for dengue fever. Prehospital Disaster Med. 2011;26:335–41.CrossRefPubMed
19.
go back to reference Potts JA, Thomas SJ, Srikiatkhachorn A, Supradish P, Li W, Nisalak A, et al. Classification of dengue illness based on readily available laboratory data. Am J Trop Med Hyg. 2010;83:781–8.CrossRefPubMedPubMedCentral Potts JA, Thomas SJ, Srikiatkhachorn A, Supradish P, Li W, Nisalak A, et al. Classification of dengue illness based on readily available laboratory data. Am J Trop Med Hyg. 2010;83:781–8.CrossRefPubMedPubMedCentral
20.
go back to reference Tan S-S, Bujang MA. The clinical features and outcomes of acute liver failure associated with dengue infection in adults: a case series. Braz J Infect Dis Off Publ Braz Soc Infect Dis. 2013;17:164–9. Tan S-S, Bujang MA. The clinical features and outcomes of acute liver failure associated with dengue infection in adults: a case series. Braz J Infect Dis Off Publ Braz Soc Infect Dis. 2013;17:164–9.
21.
go back to reference Lee LK, Gan VC, Lee VJ, Tan AS, Leo YS, Lye DC. Clinical relevance and discriminatory value of elevated liver aminotransferase levels for dengue severity. PLoS Negl Trop Dis. 2012;6:e1676.CrossRefPubMedPubMedCentral Lee LK, Gan VC, Lee VJ, Tan AS, Leo YS, Lye DC. Clinical relevance and discriminatory value of elevated liver aminotransferase levels for dengue severity. PLoS Negl Trop Dis. 2012;6:e1676.CrossRefPubMedPubMedCentral
22.
go back to reference Lanciotti RS, Calisher CH, Gubler DJ, Chang GJ, Vorndam AV. Rapid detection and typing of dengue viruses from clinical samples by using reverse transcriptase-polymerase chain reaction. J Clin Microbiol. 1992;30:545–51.PubMedPubMedCentral Lanciotti RS, Calisher CH, Gubler DJ, Chang GJ, Vorndam AV. Rapid detection and typing of dengue viruses from clinical samples by using reverse transcriptase-polymerase chain reaction. J Clin Microbiol. 1992;30:545–51.PubMedPubMedCentral
23.
go back to reference Sasmono RT, Aryati A, Wardhani P, Yohan B, Trimarsanto H, Fahri S, et al. Performance of Simplexa dengue molecular assay compared to conventional and SYBR green RT-PCR for detection of dengue infection in Indonesia. PLoS One. 2014;9:e103815.CrossRefPubMedPubMedCentral Sasmono RT, Aryati A, Wardhani P, Yohan B, Trimarsanto H, Fahri S, et al. Performance of Simplexa dengue molecular assay compared to conventional and SYBR green RT-PCR for detection of dengue infection in Indonesia. PLoS One. 2014;9:e103815.CrossRefPubMedPubMedCentral
24.
go back to reference Kalayanarooj S, Vaughn DW, Nimmannitya S, Green S, Suntayakorn S, Kunentrasai N, et al. Early clinical and laboratory indicators of acute dengue illness. J Infect Dis. 1997;176:313–21.CrossRefPubMed Kalayanarooj S, Vaughn DW, Nimmannitya S, Green S, Suntayakorn S, Kunentrasai N, et al. Early clinical and laboratory indicators of acute dengue illness. J Infect Dis. 1997;176:313–21.CrossRefPubMed
25.
go back to reference Nikolsky E, Mehran R, Dangas G, Fahy M, Na Y, Pocock SJ, et al. Development and validation of a prognostic risk score for major bleeding in patients undergoing percutaneous coronary intervention via the femoral approach. Eur Heart J. 2007;28:1936–45.CrossRefPubMed Nikolsky E, Mehran R, Dangas G, Fahy M, Na Y, Pocock SJ, et al. Development and validation of a prognostic risk score for major bleeding in patients undergoing percutaneous coronary intervention via the femoral approach. Eur Heart J. 2007;28:1936–45.CrossRefPubMed
26.
go back to reference Lesmana CRA, Pakasi LS, Inggriani S, Aidawati ML, Lesmana LA. Development of non-alcoholic fatty liver disease scoring system among adult medical check-up patients: a large cross-sectional and prospective validation study. Diabetes Metab Syndr Obes Targets Ther. 2015;8:213–8.CrossRef Lesmana CRA, Pakasi LS, Inggriani S, Aidawati ML, Lesmana LA. Development of non-alcoholic fatty liver disease scoring system among adult medical check-up patients: a large cross-sectional and prospective validation study. Diabetes Metab Syndr Obes Targets Ther. 2015;8:213–8.CrossRef
27.
go back to reference Lipsky BA, Weigelt JA, Sun X, Johannes RS, Derby KG, Tabak YP. Developing and validating a risk score for lower-extremity amputation in patients hospitalized for a diabetic foot infection. Diabetes Care. 2011;34:1695–700.CrossRefPubMedPubMedCentral Lipsky BA, Weigelt JA, Sun X, Johannes RS, Derby KG, Tabak YP. Developing and validating a risk score for lower-extremity amputation in patients hospitalized for a diabetic foot infection. Diabetes Care. 2011;34:1695–700.CrossRefPubMedPubMedCentral
28.
go back to reference Kalayanarooj S. Dengue classification: current WHO vs. the newly suggested classification for better clinical application? J Med Assoc Thail Chotmaihet Thangphaet. 2011;94(3):S74–84. Kalayanarooj S. Dengue classification: current WHO vs. the newly suggested classification for better clinical application? J Med Assoc Thail Chotmaihet Thangphaet. 2011;94(3):S74–84.
29.
go back to reference Wills BA, Oragui EE, Stephens AC, Daramola OA, Dung NM, Loan HT, et al. Coagulation abnormalities in dengue hemorrhagic fever: serial investigations in 167 vietnamese children with dengue shock syndrome. Clin Infect Dis Off Publ Infect Dis Soc Am. 2002;35:277–85.CrossRef Wills BA, Oragui EE, Stephens AC, Daramola OA, Dung NM, Loan HT, et al. Coagulation abnormalities in dengue hemorrhagic fever: serial investigations in 167 vietnamese children with dengue shock syndrome. Clin Infect Dis Off Publ Infect Dis Soc Am. 2002;35:277–85.CrossRef
30.
go back to reference Gunsilius E, Petzer A, Stockhammer G, Nussbaumer W, Schumacher P, Clausen J, et al. Thrombocytes are the major source for soluble vascular endothelial growth factor in peripheral blood. Oncology. 2000;58:169–74.CrossRefPubMed Gunsilius E, Petzer A, Stockhammer G, Nussbaumer W, Schumacher P, Clausen J, et al. Thrombocytes are the major source for soluble vascular endothelial growth factor in peripheral blood. Oncology. 2000;58:169–74.CrossRefPubMed
31.
go back to reference Olsson A-K, Dimberg A, Kreuger J, Claesson-Welsh L. VEGF receptor signalling - in control of vascular function. Nat Rev Mol Cell Biol. 2006;7:359–71.CrossRefPubMed Olsson A-K, Dimberg A, Kreuger J, Claesson-Welsh L. VEGF receptor signalling - in control of vascular function. Nat Rev Mol Cell Biol. 2006;7:359–71.CrossRefPubMed
32.
go back to reference Souza LJ de, Alves JG, Nogueira RMR, Gicovate Neto C, Bastos DA, Siqueira EW da S, et al. Aminotransferase changes and acute hepatitis in patients with dengue fever: analysis of 1,585 cases. Braz J Infect Dis Off Publ Braz Soc Infect Dis. 2004;8:156–63. Souza LJ de, Alves JG, Nogueira RMR, Gicovate Neto C, Bastos DA, Siqueira EW da S, et al. Aminotransferase changes and acute hepatitis in patients with dengue fever: analysis of 1,585 cases. Braz J Infect Dis Off Publ Braz Soc Infect Dis. 2004;8:156–63.
34.
go back to reference Mahmuduzzaman M, Chowdhury AS, Ghosh DK, Kabir IM, Rahman MA, Ali MS. Serum transaminase level changes in dengue fever and its correlation with disease severity. Mymensingh Med J MMJ. 2011;20:349–55.PubMed Mahmuduzzaman M, Chowdhury AS, Ghosh DK, Kabir IM, Rahman MA, Ali MS. Serum transaminase level changes in dengue fever and its correlation with disease severity. Mymensingh Med J MMJ. 2011;20:349–55.PubMed
35.
go back to reference Seneviratne SL, Malavige GN, de Silva HJ. Pathogenesis of liver involvement during dengue viral infections. Trans R Soc Trop Med Hyg. 2006;100:608–14.CrossRefPubMed Seneviratne SL, Malavige GN, de Silva HJ. Pathogenesis of liver involvement during dengue viral infections. Trans R Soc Trop Med Hyg. 2006;100:608–14.CrossRefPubMed
36.
go back to reference Carobene A, Braga F, Roraas T, Sandberg S, Bartlett WA. A systematic review of data on biological variation for alanine aminotransferase, aspartate aminotransferase and γ-glutamyl transferase. Clin Chem Lab Med. 2013;51:1997–2007.CrossRefPubMed Carobene A, Braga F, Roraas T, Sandberg S, Bartlett WA. A systematic review of data on biological variation for alanine aminotransferase, aspartate aminotransferase and γ-glutamyl transferase. Clin Chem Lab Med. 2013;51:1997–2007.CrossRefPubMed
Metadata
Title
Dengue score: a proposed diagnostic predictor for pleural effusion and/or ascites in adults with dengue infection
Authors
Suhendro Suwarto
Leonard Nainggolan
Robert Sinto
Bonita Effendi
Eppy Ibrahim
Maulana Suryamin
R. Tedjo Sasmono
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2016
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-016-1671-3

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