Skip to main content
Top
Published in: BMC Infectious Diseases 1/2014

Open Access 01-12-2014 | Research article

Host biomarkers distinguish dengue from leptospirosis in Colombia: a case–control study

Authors: Andrea L Conroy, Margarita Gélvez, Michael Hawkes, Nimerta Rajwans, W Conrad Liles, Luis Angel Villar-Centeno, Kevin C Kain

Published in: BMC Infectious Diseases | Issue 1/2014

Login to get access

Abstract

Background

Dengue fever and leptospirosis have partially overlapping geographic distributions, similar clinical presentations and potentially life-threatening complications but require different treatments. Distinguishing between these cosmopolitan emerging pathogens represents a diagnostic dilemma of global importance. We hypothesized that perturbations in host biomarkers can differentiate between individuals with dengue fever and leptospirosis during the acute phase of illness.

Methods

We randomly selected subjects from a prospective cohort study of acute febrile illness in Bucaramanga, Colombia and tested 19 serum biomarkers by ELISA in dengue fever (DF, n = 113) compared to subjects with leptospirosis (n = 47). Biomarkers were selected for further analysis if they had good discriminatory ability (area under the ROC curve (AUC) >0.80) and were beyond a reference range (assessed using local healthy controls).

Results

Nine biomarkers differed significantly between dengue fever and leptospirosis, with higher levels of Angptl3, IL-18BP, IP-10/CXCL10, Platelet Factor 4, sICAM-1, Factor D, sEng and sKDR in dengue and higher levels of sTie-2 in leptospirosis (p < 0.001 for all comparisons). Two biomarkers, sEng and IL18BP, showed excellent discriminatory ability (AUROC >0.90). When incorporated into multivariable models, sEng and IL18BP improved the diagnostic accuracy of clinical information alone.

Conclusions

These results suggest that host biomarkers may have utility in differentiating between dengue and leptospirosis, clinically similar conditions of different etiology.
Appendix
Available only for authorised users
Literature
1.
go back to reference Murray CJ, Rosenfeld LC, Lim SS, Andrews KG, Foreman KJ, Haring D, Fullman N, Naghavi M, Lozano R, Lopez AD: Global malaria mortality between 1980 and 2010: a systematic analysis. Lancet. 2012, 379 (9814): 413-431. 10.1016/S0140-6736(12)60034-8.CrossRefPubMed Murray CJ, Rosenfeld LC, Lim SS, Andrews KG, Foreman KJ, Haring D, Fullman N, Naghavi M, Lozano R, Lopez AD: Global malaria mortality between 1980 and 2010: a systematic analysis. Lancet. 2012, 379 (9814): 413-431. 10.1016/S0140-6736(12)60034-8.CrossRefPubMed
2.
go back to reference Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, Drake JM, Brownstein JS, Hoen AG, Sankoh O, et al: The global distribution and burden of dengue. Nature. 2013, 496 (7446): 504-507. 10.1038/nature12060.CrossRefPubMedPubMedCentral Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, Drake JM, Brownstein JS, Hoen AG, Sankoh O, et al: The global distribution and burden of dengue. Nature. 2013, 496 (7446): 504-507. 10.1038/nature12060.CrossRefPubMedPubMedCentral
3.
go back to reference World Health Organization: Dengue and dengue hemorrhagic fever. 2012, Fact sheet 117 World Health Organization: Dengue and dengue hemorrhagic fever. 2012, Fact sheet 117
4.
go back to reference Thomas L, Verlaeten O, Cabie A, Kaidomar S, Moravie V, Martial J, Najioullah F, Plumelle Y, Fonteau C, Dussart P, et al: Influence of the dengue serotype, previous dengue infection, and plasma viral load on clinical presentation and outcome during a dengue-2 and dengue-4 co-epidemic. The American journal of tropical medicine and hygiene. 2008, 78 (6): 990-998.PubMed Thomas L, Verlaeten O, Cabie A, Kaidomar S, Moravie V, Martial J, Najioullah F, Plumelle Y, Fonteau C, Dussart P, et al: Influence of the dengue serotype, previous dengue infection, and plasma viral load on clinical presentation and outcome during a dengue-2 and dengue-4 co-epidemic. The American journal of tropical medicine and hygiene. 2008, 78 (6): 990-998.PubMed
5.
go back to reference Halstead SB: Dengue. Curr Opin Infect Dis. 2002, 15 (5): 471-476. 10.1097/00001432-200210000-00003.CrossRefPubMed Halstead SB: Dengue. Curr Opin Infect Dis. 2002, 15 (5): 471-476. 10.1097/00001432-200210000-00003.CrossRefPubMed
6.
go back to reference Ranjit S, Kissoon N, Jayakumar I: Aggressive management of dengue shock syndrome may decrease mortality rate: a suggested protocol. Pediatr Crit Care Med. 2005, 6 (4): 412-419. 10.1097/01.PCC.0000163676.75693.BF.CrossRefPubMed Ranjit S, Kissoon N, Jayakumar I: Aggressive management of dengue shock syndrome may decrease mortality rate: a suggested protocol. Pediatr Crit Care Med. 2005, 6 (4): 412-419. 10.1097/01.PCC.0000163676.75693.BF.CrossRefPubMed
7.
go back to reference Daher EF, Lima RS, Silva Junior GB, Silva EC, Karbage NN, Kataoka RS, Carvalho Junior PC, Magalhaes MM, Mota RM, Liborio AB: Clinical presentation of leptospirosis: a retrospective study of 201 patients in a metropolitan city of Brazil. The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases. 2010, 14 (1): 3-10.CrossRef Daher EF, Lima RS, Silva Junior GB, Silva EC, Karbage NN, Kataoka RS, Carvalho Junior PC, Magalhaes MM, Mota RM, Liborio AB: Clinical presentation of leptospirosis: a retrospective study of 201 patients in a metropolitan city of Brazil. The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases. 2010, 14 (1): 3-10.CrossRef
8.
go back to reference Ellis T, Imrie A, Katz AR, Effler PV: Underrecognition of leptospirosis during a dengue fever outbreak in Hawaii, 2001–2002. Vector Borne Zoonotic Dis. 2008, 8 (4): 541-547. 10.1089/vbz.2007.0241.CrossRefPubMedPubMedCentral Ellis T, Imrie A, Katz AR, Effler PV: Underrecognition of leptospirosis during a dengue fever outbreak in Hawaii, 2001–2002. Vector Borne Zoonotic Dis. 2008, 8 (4): 541-547. 10.1089/vbz.2007.0241.CrossRefPubMedPubMedCentral
9.
go back to reference Libraty DH, Myint KS, Murray CK, Gibbons RV, Mammen MP, Endy TP, Li W, Vaughn DW, Nisalak A, Kalayanarooj S, et al: A comparative study of leptospirosis and dengue in Thai children. PLoS Negl Trop Dis. 2007, 1 (3): e111-10.1371/journal.pntd.0000111.CrossRefPubMedPubMedCentral Libraty DH, Myint KS, Murray CK, Gibbons RV, Mammen MP, Endy TP, Li W, Vaughn DW, Nisalak A, Kalayanarooj S, et al: A comparative study of leptospirosis and dengue in Thai children. PLoS Negl Trop Dis. 2007, 1 (3): e111-10.1371/journal.pntd.0000111.CrossRefPubMedPubMedCentral
11.
go back to reference Morgan J, Bornstein SL, Karpati AM, Bruce M, Bolin CA, Austin CC, Woods CW, Lingappa J, Langkop C, Davis B, et al: Outbreak of leptospirosis among triathlon participants and community residents in Springfield, Illinois, 1998. Clin Infect Dis. 2002, 34 (12): 1593-1599. 10.1086/340615.CrossRefPubMed Morgan J, Bornstein SL, Karpati AM, Bruce M, Bolin CA, Austin CC, Woods CW, Lingappa J, Langkop C, Davis B, et al: Outbreak of leptospirosis among triathlon participants and community residents in Springfield, Illinois, 1998. Clin Infect Dis. 2002, 34 (12): 1593-1599. 10.1086/340615.CrossRefPubMed
12.
13.
go back to reference LaRocque RC, Breiman RF, Ari MD, Morey RE, Janan FA, Hayes JM, Hossain MA, Brooks WA, Levett PN: Leptospirosis during dengue outbreak, Bangladesh. Emerg Infect Dis. 2005, 11 (5): 766-769. 10.3201/eid1105.041212.CrossRefPubMedPubMedCentral LaRocque RC, Breiman RF, Ari MD, Morey RE, Janan FA, Hayes JM, Hossain MA, Brooks WA, Levett PN: Leptospirosis during dengue outbreak, Bangladesh. Emerg Infect Dis. 2005, 11 (5): 766-769. 10.3201/eid1105.041212.CrossRefPubMedPubMedCentral
14.
go back to reference Tajiki H, Salomao R: Association of plasma levels of tumor necrosis factor alpha with severity of disease and mortality among patients with leptospirosis. Clin Infect Dis. 1996, 23 (5): 1177-1178. 10.1093/clinids/23.5.1177.CrossRefPubMed Tajiki H, Salomao R: Association of plasma levels of tumor necrosis factor alpha with severity of disease and mortality among patients with leptospirosis. Clin Infect Dis. 1996, 23 (5): 1177-1178. 10.1093/clinids/23.5.1177.CrossRefPubMed
15.
go back to reference Wagenaar JF, Gasem MH, Goris MG, Leeflang M, Hartskeerl RA, van der Poll T, van’t Veer C, Van Gorp EC: Soluble ST2 levels are associated with bleeding in patients with severe leptospirosis. PLoS Negl Trop Dis. 2009, 3 (6): e453-10.1371/journal.pntd.0000453.CrossRefPubMedPubMedCentral Wagenaar JF, Gasem MH, Goris MG, Leeflang M, Hartskeerl RA, van der Poll T, van’t Veer C, Van Gorp EC: Soluble ST2 levels are associated with bleeding in patients with severe leptospirosis. PLoS Negl Trop Dis. 2009, 3 (6): e453-10.1371/journal.pntd.0000453.CrossRefPubMedPubMedCentral
16.
go back to reference Conroy AL, Lafferty EI, Lovegrove FE, Krudsood S, Tangpukdee N, Liles WC, Kain KC: Whole blood angiopoietin-1 and -2 levels discriminate cerebral and severe (non-cerebral) malaria from uncomplicated malaria. Malar J. 2009, 8 (1): 295-10.1186/1475-2875-8-295.CrossRefPubMedPubMedCentral Conroy AL, Lafferty EI, Lovegrove FE, Krudsood S, Tangpukdee N, Liles WC, Kain KC: Whole blood angiopoietin-1 and -2 levels discriminate cerebral and severe (non-cerebral) malaria from uncomplicated malaria. Malar J. 2009, 8 (1): 295-10.1186/1475-2875-8-295.CrossRefPubMedPubMedCentral
17.
go back to reference Erdman LK, Dhabangi A, Musoke C, Conroy AL, Hawkes M, Higgins S, Rajwans N, Wolofsky KT, Streiner DL, Liles WC, et al: Combinations of host biomarkers predict mortality among Ugandan children with severe malaria: a retrospective case–control study. PloS one. 2011, 6 (2): e17440-10.1371/journal.pone.0017440.CrossRefPubMedPubMedCentral Erdman LK, Dhabangi A, Musoke C, Conroy AL, Hawkes M, Higgins S, Rajwans N, Wolofsky KT, Streiner DL, Liles WC, et al: Combinations of host biomarkers predict mortality among Ugandan children with severe malaria: a retrospective case–control study. PloS one. 2011, 6 (2): e17440-10.1371/journal.pone.0017440.CrossRefPubMedPubMedCentral
18.
go back to reference Ricciuto DR, dos Santos CC, Hawkes M, Toltl LJ, Conroy AL, Rajwans N, Lafferty EI, Cook DJ, Fox-Robichaud A, Kahnamoui K, et al: Angiopoietin-1 and angiopoietin-2 as clinically informative prognostic biomarkers of morbidity and mortality in severe sepsis. Critical care medicine. 2011, 39 (4): 702-710. 10.1097/CCM.0b013e318206d285.CrossRefPubMed Ricciuto DR, dos Santos CC, Hawkes M, Toltl LJ, Conroy AL, Rajwans N, Lafferty EI, Cook DJ, Fox-Robichaud A, Kahnamoui K, et al: Angiopoietin-1 and angiopoietin-2 as clinically informative prognostic biomarkers of morbidity and mortality in severe sepsis. Critical care medicine. 2011, 39 (4): 702-710. 10.1097/CCM.0b013e318206d285.CrossRefPubMed
19.
go back to reference Kuller LH, Tracy R, Belloso W, De Wit S, Drummond F, Lane HC, Ledergerber B, Lundgren J, Neuhaus J, Nixon D, et al: Inflammatory and coagulation biomarkers and mortality in patients with HIV infection. PLoS Med. 2008, 5 (10): e203-10.1371/journal.pmed.0050203.CrossRefPubMedPubMedCentral Kuller LH, Tracy R, Belloso W, De Wit S, Drummond F, Lane HC, Ledergerber B, Lundgren J, Neuhaus J, Nixon D, et al: Inflammatory and coagulation biomarkers and mortality in patients with HIV infection. PLoS Med. 2008, 5 (10): e203-10.1371/journal.pmed.0050203.CrossRefPubMedPubMedCentral
20.
go back to reference Conroy AL, Phiri H, Hawkes M, Glover S, Mallewa M, Seydel KB, Taylor TE, Molyneux ME, Kain KC: Endothelium-based biomarkers are associated with cerebral malaria in Malawian children: a retrospective case–control study. PLoS One. 2010, 5 (12): e15291-10.1371/journal.pone.0015291.CrossRefPubMedPubMedCentral Conroy AL, Phiri H, Hawkes M, Glover S, Mallewa M, Seydel KB, Taylor TE, Molyneux ME, Kain KC: Endothelium-based biomarkers are associated with cerebral malaria in Malawian children: a retrospective case–control study. PLoS One. 2010, 5 (12): e15291-10.1371/journal.pone.0015291.CrossRefPubMedPubMedCentral
21.
go back to reference Mankhambo LA, Banda DL, Jeffers G, White SA, Balmer P, Nkhoma S, Phiri H, Molyneux EM, Hart CA, Heyderman RS, Carol ED: The role of angiogenic factors in predicting clinical outcome in severe bacterial infection in Malawian children. Crit Care. 2010, 14 (3): R91-10.1186/cc9025.CrossRefPubMedPubMedCentral Mankhambo LA, Banda DL, Jeffers G, White SA, Balmer P, Nkhoma S, Phiri H, Molyneux EM, Hart CA, Heyderman RS, Carol ED: The role of angiogenic factors in predicting clinical outcome in severe bacterial infection in Malawian children. Crit Care. 2010, 14 (3): R91-10.1186/cc9025.CrossRefPubMedPubMedCentral
22.
go back to reference Butthep P, Chunhakan S, Yoksan S, Tangnararatchakit K, Chuansumrit A: Alteration of cytokines and chemokines during febrile episodes associated with endothelial cell damage and plasma leakage in dengue hemorrhagic fever. The Pediatric infectious disease journal. 2012, 31 (12): e232-e238. 10.1097/INF.0b013e31826fd456.CrossRefPubMed Butthep P, Chunhakan S, Yoksan S, Tangnararatchakit K, Chuansumrit A: Alteration of cytokines and chemokines during febrile episodes associated with endothelial cell damage and plasma leakage in dengue hemorrhagic fever. The Pediatric infectious disease journal. 2012, 31 (12): e232-e238. 10.1097/INF.0b013e31826fd456.CrossRefPubMed
23.
go back to reference Khongphatthanayothin A, Phumaphuti P, Thongchaiprasit K, Poovorawan Y: Serum levels of sICAM-1 and sE-selectin in patients with dengue virus infection. Jpn J Infect Dis. 2006, 59 (3): 186-188.PubMed Khongphatthanayothin A, Phumaphuti P, Thongchaiprasit K, Poovorawan Y: Serum levels of sICAM-1 and sE-selectin in patients with dengue virus infection. Jpn J Infect Dis. 2006, 59 (3): 186-188.PubMed
24.
go back to reference Krauel K, Weber C, Brandt S, Zahringer U, Mamat U, Greinacher A, Hammerschmidt S: Platelet factor 4 binding to lipid A of Gram-negative bacteria exposes PF4/heparin-like epitopes. Blood. 2012, 120 (16): 3345-3352. 10.1182/blood-2012-06-434985.CrossRefPubMed Krauel K, Weber C, Brandt S, Zahringer U, Mamat U, Greinacher A, Hammerschmidt S: Platelet factor 4 binding to lipid A of Gram-negative bacteria exposes PF4/heparin-like epitopes. Blood. 2012, 120 (16): 3345-3352. 10.1182/blood-2012-06-434985.CrossRefPubMed
25.
go back to reference Shan NN, Zhu XJ, Peng J, Qin P, Zhuang XW, Wang HC, Hou M: Interleukin 18 and interleukin 18 binding protein in patients with idiopathic thrombocytopenic purpura. Br J Haematol. 2009, 144 (5): 755-761. 10.1111/j.1365-2141.2008.07520.x.CrossRefPubMed Shan NN, Zhu XJ, Peng J, Qin P, Zhuang XW, Wang HC, Hou M: Interleukin 18 and interleukin 18 binding protein in patients with idiopathic thrombocytopenic purpura. Br J Haematol. 2009, 144 (5): 755-761. 10.1111/j.1365-2141.2008.07520.x.CrossRefPubMed
26.
go back to reference Shapiro NI, Yano K, Okada H, Fischer C, Howell M, Spokes KC, Ngo L, Angus DC, Aird WC: A prospective, observational study of soluble FLT-1 and vascular endothelial growth factor in sepsis. Shock. 2008, 29 (4): 452-457. 10.1097/SHK.0b013e31815072c1.CrossRefPubMed Shapiro NI, Yano K, Okada H, Fischer C, Howell M, Spokes KC, Ngo L, Angus DC, Aird WC: A prospective, observational study of soluble FLT-1 and vascular endothelial growth factor in sepsis. Shock. 2008, 29 (4): 452-457. 10.1097/SHK.0b013e31815072c1.CrossRefPubMed
27.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988, 44 (3): 837-845. 10.2307/2531595.CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988, 44 (3): 837-845. 10.2307/2531595.CrossRefPubMed
28.
go back to reference Sanders EJ, Rigau-Perez JG, Smits HL, Deseda CC, Vorndam VA, Aye T, Spiegel RA, Weyant RS, Bragg SL: Increase of leptospirosis in dengue-negative patients after a hurricane in Puerto Rico in 1996 [correction of 1966]. The American journal of tropical medicine and hygiene. 1999, 61 (3): 399-404.PubMed Sanders EJ, Rigau-Perez JG, Smits HL, Deseda CC, Vorndam VA, Aye T, Spiegel RA, Weyant RS, Bragg SL: Increase of leptospirosis in dengue-negative patients after a hurricane in Puerto Rico in 1996 [correction of 1966]. The American journal of tropical medicine and hygiene. 1999, 61 (3): 399-404.PubMed
29.
go back to reference Tricou V, Vu HT, Quynh NV, Nguyen CV, Tran HT, Farrar J, Wills B, Simmons CP: Comparison of two dengue NS1 rapid tests for sensitivity, specificity and relationship to viraemia and antibody responses. BMC Infect Dis. 2010, 10: 142-10.1186/1471-2334-10-142.CrossRefPubMedPubMedCentral Tricou V, Vu HT, Quynh NV, Nguyen CV, Tran HT, Farrar J, Wills B, Simmons CP: Comparison of two dengue NS1 rapid tests for sensitivity, specificity and relationship to viraemia and antibody responses. BMC Infect Dis. 2010, 10: 142-10.1186/1471-2334-10-142.CrossRefPubMedPubMedCentral
30.
go back to reference Fry SR, Meyer M, Semple MG, Simmons CP, Sekaran SD, Huang JX, McElnea C, Huang CY, Valks A, Young PR, et al: The diagnostic sensitivity of dengue rapid test assays is significantly enhanced by using a combined antigen and antibody testing approach. PLoS Negl Trop Dis. 2011, 5 (6): e1199-10.1371/journal.pntd.0001199.CrossRefPubMedPubMedCentral Fry SR, Meyer M, Semple MG, Simmons CP, Sekaran SD, Huang JX, McElnea C, Huang CY, Valks A, Young PR, et al: The diagnostic sensitivity of dengue rapid test assays is significantly enhanced by using a combined antigen and antibody testing approach. PLoS Negl Trop Dis. 2011, 5 (6): e1199-10.1371/journal.pntd.0001199.CrossRefPubMedPubMedCentral
31.
go back to reference Velasco-Loyden G, Arribas J, Lopez-Casillas F: The shedding of betaglycan is regulated by pervanadate and mediated by membrane type matrix metalloprotease-1. J Biol Chem. 2004, 279 (9): 7721-7733.CrossRefPubMed Velasco-Loyden G, Arribas J, Lopez-Casillas F: The shedding of betaglycan is regulated by pervanadate and mediated by membrane type matrix metalloprotease-1. J Biol Chem. 2004, 279 (9): 7721-7733.CrossRefPubMed
32.
go back to reference Levine RJ, Lam C, Qian C, Yu KF, Maynard SE, Sachs BP, Sibai BM, Epstein FH, Romero R, Thadhani R, et al: Soluble endoglin and other circulating antiangiogenic factors in preeclampsia. N Engl J Med. 2006, 355 (10): 992-1005. 10.1056/NEJMoa055352.CrossRefPubMed Levine RJ, Lam C, Qian C, Yu KF, Maynard SE, Sachs BP, Sibai BM, Epstein FH, Romero R, Thadhani R, et al: Soluble endoglin and other circulating antiangiogenic factors in preeclampsia. N Engl J Med. 2006, 355 (10): 992-1005. 10.1056/NEJMoa055352.CrossRefPubMed
33.
go back to reference Venkatesha S, Toporsian M, Lam C, Hanai J, Mammoto T, Kim YM, Bdolah Y, Lim KH, Yuan HT, Libermann TA, et al: Soluble endoglin contributes to the pathogenesis of preeclampsia. Nat Med. 2006, 12 (6): 642-649. 10.1038/nm1429.CrossRefPubMed Venkatesha S, Toporsian M, Lam C, Hanai J, Mammoto T, Kim YM, Bdolah Y, Lim KH, Yuan HT, Libermann TA, et al: Soluble endoglin contributes to the pathogenesis of preeclampsia. Nat Med. 2006, 12 (6): 642-649. 10.1038/nm1429.CrossRefPubMed
34.
go back to reference Dietmann A, Helbok R, Lackner P, Fischer M, Reindl M, Lell B, Issifou S, Kremsner PG, Schmutzhard E: Endoglin in African children with Plasmodium falciparum malaria: a novel player in severe malaria pathogenesis?. The Journal of infectious diseases. 2009, 200 (12): 1842-1848. 10.1086/648476.CrossRefPubMed Dietmann A, Helbok R, Lackner P, Fischer M, Reindl M, Lell B, Issifou S, Kremsner PG, Schmutzhard E: Endoglin in African children with Plasmodium falciparum malaria: a novel player in severe malaria pathogenesis?. The Journal of infectious diseases. 2009, 200 (12): 1842-1848. 10.1086/648476.CrossRefPubMed
35.
go back to reference Silver KL, Conroy AL, Leke RG, Leke RJ, Gwanmesia P, Molyneux ME, Taylor DW, Rogerson SJ, Kain KC: Circulating soluble endoglin levels in pregnant women in Cameroon and Malawi–associations with placental malaria and fetal growth restriction. PloS one. 2011, 6 (9): e24985-10.1371/journal.pone.0024985.CrossRefPubMedPubMedCentral Silver KL, Conroy AL, Leke RG, Leke RJ, Gwanmesia P, Molyneux ME, Taylor DW, Rogerson SJ, Kain KC: Circulating soluble endoglin levels in pregnant women in Cameroon and Malawi–associations with placental malaria and fetal growth restriction. PloS one. 2011, 6 (9): e24985-10.1371/journal.pone.0024985.CrossRefPubMedPubMedCentral
36.
go back to reference Mosbruger TL, Duggal P, Goedert JJ, Kirk GD, Hoots WK, Tobler LH, Busch M, Peters MG, Rosen HR, Thomas DL, et al: Large-scale candidate gene analysis of spontaneous clearance of hepatitis C virus. The Journal of infectious diseases. 2010, 201 (9): 1371-1380. 10.1086/651606.CrossRefPubMedPubMedCentral Mosbruger TL, Duggal P, Goedert JJ, Kirk GD, Hoots WK, Tobler LH, Busch M, Peters MG, Rosen HR, Thomas DL, et al: Large-scale candidate gene analysis of spontaneous clearance of hepatitis C virus. The Journal of infectious diseases. 2010, 201 (9): 1371-1380. 10.1086/651606.CrossRefPubMedPubMedCentral
37.
go back to reference Galindo RC, Munoz PM, de Miguel MJ, Marin CM, Blasco JM, Gortazar C, Kocan KM, de la Fuente J: Differential expression of inflammatory and immune response genes in rams experimentally infected with a rough virulent strain of Brucella ovis. Vet Immunol Immunopathol. 2009, 127 (3–4): 295-303.CrossRefPubMed Galindo RC, Munoz PM, de Miguel MJ, Marin CM, Blasco JM, Gortazar C, Kocan KM, de la Fuente J: Differential expression of inflammatory and immune response genes in rams experimentally infected with a rough virulent strain of Brucella ovis. Vet Immunol Immunopathol. 2009, 127 (3–4): 295-303.CrossRefPubMed
38.
go back to reference de Fost M, Hartskeerl RA, Groenendijk MR, van der Poll T: Interleukin 12 in part regulates gamma interferon release in human whole blood stimulated with Leptospira interrogans. Clin Diagn Lab Immunol. 2003, 10 (2): 332-335.PubMedPubMedCentral de Fost M, Hartskeerl RA, Groenendijk MR, van der Poll T: Interleukin 12 in part regulates gamma interferon release in human whole blood stimulated with Leptospira interrogans. Clin Diagn Lab Immunol. 2003, 10 (2): 332-335.PubMedPubMedCentral
39.
go back to reference Parikh SM, Mammoto T, Schultz A, Yuan HT, Christiani D, Karumanchi SA, Sukhatme VP: Excess circulating angiopoietin-2 may contribute to pulmonary vascular leak in sepsis in humans. PLoS Med. 2006, 3 (3): e46-10.1371/journal.pmed.0030046.CrossRefPubMedPubMedCentral Parikh SM, Mammoto T, Schultz A, Yuan HT, Christiani D, Karumanchi SA, Sukhatme VP: Excess circulating angiopoietin-2 may contribute to pulmonary vascular leak in sepsis in humans. PLoS Med. 2006, 3 (3): e46-10.1371/journal.pmed.0030046.CrossRefPubMedPubMedCentral
40.
go back to reference Page AV, Tarr PI, Watkins SL, Rajwans N, Petruzziello-Pellegrini TN, Marsden PA, Kain KC, Liles WC: Dysregulation of Angiopoietin 1 and 2 in Escherichia coli O157:H7 infection and the hemolytic-uremic syndrome. J Infect Dis. 2013, 208 (6): 929-933. 10.1093/infdis/jit268.CrossRefPubMedPubMedCentral Page AV, Tarr PI, Watkins SL, Rajwans N, Petruzziello-Pellegrini TN, Marsden PA, Kain KC, Liles WC: Dysregulation of Angiopoietin 1 and 2 in Escherichia coli O157:H7 infection and the hemolytic-uremic syndrome. J Infect Dis. 2013, 208 (6): 929-933. 10.1093/infdis/jit268.CrossRefPubMedPubMedCentral
41.
go back to reference Graham SM, Rajwans N, Tapia KA, Jaoko W, Estambale BB, McClelland RS, Overbaugh J, Liles WC: A prospective study of endothelial activation biomarkers, including plasma angiopoietin-1 and angiopoietin-2, in Kenyan women initiating antiretroviral therapy. BMC Infect Dis. 2013, 13 (1): 263-10.1186/1471-2334-13-263.CrossRefPubMedPubMedCentral Graham SM, Rajwans N, Tapia KA, Jaoko W, Estambale BB, McClelland RS, Overbaugh J, Liles WC: A prospective study of endothelial activation biomarkers, including plasma angiopoietin-1 and angiopoietin-2, in Kenyan women initiating antiretroviral therapy. BMC Infect Dis. 2013, 13 (1): 263-10.1186/1471-2334-13-263.CrossRefPubMedPubMedCentral
42.
go back to reference Motla M, Manaktala S, Gupta V, Aggarwal M, Bhoi SK, Aggarwal P, Goel A: Sonographic evidence of ascites, pleura-pericardial effusion and gallbladder wall edema for dengue fever. Prehospital and disaster medicine. 2011, 26 (5): 335-341. 10.1017/S1049023X11006637.CrossRefPubMed Motla M, Manaktala S, Gupta V, Aggarwal M, Bhoi SK, Aggarwal P, Goel A: Sonographic evidence of ascites, pleura-pericardial effusion and gallbladder wall edema for dengue fever. Prehospital and disaster medicine. 2011, 26 (5): 335-341. 10.1017/S1049023X11006637.CrossRefPubMed
43.
go back to reference De Brito T, Bohm GM, Yasuda PH: Vascular damage in acute experimental leptospirosis of the guinea-pig. J Pathol. 1979, 128 (4): 177-182. 10.1002/path.1711280403.CrossRefPubMed De Brito T, Bohm GM, Yasuda PH: Vascular damage in acute experimental leptospirosis of the guinea-pig. J Pathol. 1979, 128 (4): 177-182. 10.1002/path.1711280403.CrossRefPubMed
44.
go back to reference Fiedler U, Augustin HG: Angiopoietins: a link between angiogenesis and inflammation. Trends Immunol. 2006, 27 (12): 552-558. 10.1016/j.it.2006.10.004.CrossRefPubMed Fiedler U, Augustin HG: Angiopoietins: a link between angiogenesis and inflammation. Trends Immunol. 2006, 27 (12): 552-558. 10.1016/j.it.2006.10.004.CrossRefPubMed
45.
go back to reference Novotny NM, Lahm T, Markel TA, Crisostomo PR, Wang M, Wang Y, Tan J, Meldrum DR: Angiopoietin-1 in the treatment of ischemia and sepsis. Shock. 2008, 31 (4): 1-9. Novotny NM, Lahm T, Markel TA, Crisostomo PR, Wang M, Wang Y, Tan J, Meldrum DR: Angiopoietin-1 in the treatment of ischemia and sepsis. Shock. 2008, 31 (4): 1-9.
46.
go back to reference Michels M, van der Ven AJ, Djamiatun K, Fijnheer R, de Groot PG, Griffioen AW, Sebastian S, Faradz SM, de Mast Q: Imbalance of angiopoietin-1 and angiopoetin-2 in severe dengue and relationship with thrombocytopenia, endothelial activation, and vascular stability. The American journal of tropical medicine and hygiene. 2012, 87 (5): 943-946. 10.4269/ajtmh.2012.12-0020.CrossRefPubMedPubMedCentral Michels M, van der Ven AJ, Djamiatun K, Fijnheer R, de Groot PG, Griffioen AW, Sebastian S, Faradz SM, de Mast Q: Imbalance of angiopoietin-1 and angiopoetin-2 in severe dengue and relationship with thrombocytopenia, endothelial activation, and vascular stability. The American journal of tropical medicine and hygiene. 2012, 87 (5): 943-946. 10.4269/ajtmh.2012.12-0020.CrossRefPubMedPubMedCentral
47.
go back to reference Koster A, Chao YB, Mosior M, Ford A, Gonzalez-DeWhitt PA, Hale JE, Li D, Qiu Y, Fraser CC, Yang DD, et al: Transgenic angiopoietin-like (angptl)4 overexpression and targeted disruption of angptl4 and angptl3: regulation of triglyceride metabolism. Endocrinology. 2005, 146 (11): 4943-4950. 10.1210/en.2005-0476.CrossRefPubMed Koster A, Chao YB, Mosior M, Ford A, Gonzalez-DeWhitt PA, Hale JE, Li D, Qiu Y, Fraser CC, Yang DD, et al: Transgenic angiopoietin-like (angptl)4 overexpression and targeted disruption of angptl4 and angptl3: regulation of triglyceride metabolism. Endocrinology. 2005, 146 (11): 4943-4950. 10.1210/en.2005-0476.CrossRefPubMed
48.
go back to reference Zhang CC, Kama M, Ge G, Xie K, Tong W, Hug C, Lodish HF: Angiopoietin-like proteins stimulate ex vivo expansion of hematopoietic stem cells. Nat Med. 2006, 12 (2): 240-245. 10.1038/nm1342.CrossRefPubMedPubMedCentral Zhang CC, Kama M, Ge G, Xie K, Tong W, Hug C, Lodish HF: Angiopoietin-like proteins stimulate ex vivo expansion of hematopoietic stem cells. Nat Med. 2006, 12 (2): 240-245. 10.1038/nm1342.CrossRefPubMedPubMedCentral
49.
go back to reference Camenisch G, Pisabarro MT, Sherman D, Kowalski J, Nagel M, Hass P, Xie MH, Gurney A, Bodary S, Liang XH, et al: ANGPTL3 stimulates endothelial cell adhesion and migration via integrin alpha vbeta 3 and induces blood vessel formation in vivo. J Biol Chem. 2002, 277 (19): 17281-17290. 10.1074/jbc.M109768200.CrossRefPubMed Camenisch G, Pisabarro MT, Sherman D, Kowalski J, Nagel M, Hass P, Xie MH, Gurney A, Bodary S, Liang XH, et al: ANGPTL3 stimulates endothelial cell adhesion and migration via integrin alpha vbeta 3 and induces blood vessel formation in vivo. J Biol Chem. 2002, 277 (19): 17281-17290. 10.1074/jbc.M109768200.CrossRefPubMed
50.
go back to reference Li Y, Sun L, Xu H, Fang Z, Yao W, Guo W, Rao J, Zha X: Angiopoietin-like protein 3 modulates barrier properties of human glomerular endothelial cells through a possible signaling pathway involving phosphatidylinositol-3 kinase/protein kinase B and integrin alphaVbeta3. Acta Biochim Biophys Sin (Shanghai). 2008, 40 (6): 459-465. 10.1111/j.1745-7270.2008.00421.x.CrossRef Li Y, Sun L, Xu H, Fang Z, Yao W, Guo W, Rao J, Zha X: Angiopoietin-like protein 3 modulates barrier properties of human glomerular endothelial cells through a possible signaling pathway involving phosphatidylinositol-3 kinase/protein kinase B and integrin alphaVbeta3. Acta Biochim Biophys Sin (Shanghai). 2008, 40 (6): 459-465. 10.1111/j.1745-7270.2008.00421.x.CrossRef
51.
go back to reference van der Heijden M, van Nieuw Amerongen GP, van Hinsbergh VW, Groeneveld AB: The interaction of soluble Tie2 with angiopoietins and pulmonary vascular permeability in septic and nonseptic critically ill patients. Shock. 2010, 33 (3): 263-268. 10.1097/SHK.0b013e3181b2f978.CrossRefPubMed van der Heijden M, van Nieuw Amerongen GP, van Hinsbergh VW, Groeneveld AB: The interaction of soluble Tie2 with angiopoietins and pulmonary vascular permeability in septic and nonseptic critically ill patients. Shock. 2010, 33 (3): 263-268. 10.1097/SHK.0b013e3181b2f978.CrossRefPubMed
52.
go back to reference Conroy AL, Glover SJ, Hawkes M, Erdman LK, Seydel KB, Taylor TE, Molyneux ME, Kain KC: Angiopoietin-2 levels are associated with retinopathy and predict mortality in Malawian children with cerebral malaria: a retrospective case–control study. Crit Care Med. 2012, 40 (3): 952-959. 10.1097/CCM.0b013e3182373157.CrossRefPubMedPubMedCentral Conroy AL, Glover SJ, Hawkes M, Erdman LK, Seydel KB, Taylor TE, Molyneux ME, Kain KC: Angiopoietin-2 levels are associated with retinopathy and predict mortality in Malawian children with cerebral malaria: a retrospective case–control study. Crit Care Med. 2012, 40 (3): 952-959. 10.1097/CCM.0b013e3182373157.CrossRefPubMedPubMedCentral
53.
go back to reference Harris AL, Reusch P, Barleon B, Hang C, Dobbs N, Marme D: Soluble Tie2 and Flt1 extracellular domains in serum of patients with renal cancer and response to antiangiogenic therapy. Clin Cancer Res. 2001, 7 (7): 1992-1997.PubMed Harris AL, Reusch P, Barleon B, Hang C, Dobbs N, Marme D: Soluble Tie2 and Flt1 extracellular domains in serum of patients with renal cancer and response to antiangiogenic therapy. Clin Cancer Res. 2001, 7 (7): 1992-1997.PubMed
54.
go back to reference Engin H, Ustundag Y, Tekin IO, Gokmen A, Ertop S, Ilikhan SU: Plasma concentrations of angiopoietin-1, angiopoietin-2 and Tie-2 in colon cancer. European cytokine network. 2012, 23 (2): 68-71.PubMed Engin H, Ustundag Y, Tekin IO, Gokmen A, Ertop S, Ilikhan SU: Plasma concentrations of angiopoietin-1, angiopoietin-2 and Tie-2 in colon cancer. European cytokine network. 2012, 23 (2): 68-71.PubMed
55.
go back to reference Pousa ID, Mate J, Salcedo-Mora X, Abreu MT, Moreno-Otero R, Gisbert JP: Role of vascular endothelial growth factor and angiopoietin systems in serum of Crohn’s disease patients. Inflamm Bowel Dis. 2008, 14 (1): 61-67. 10.1002/ibd.20269.CrossRefPubMed Pousa ID, Mate J, Salcedo-Mora X, Abreu MT, Moreno-Otero R, Gisbert JP: Role of vascular endothelial growth factor and angiopoietin systems in serum of Crohn’s disease patients. Inflamm Bowel Dis. 2008, 14 (1): 61-67. 10.1002/ibd.20269.CrossRefPubMed
56.
go back to reference Gomez RM, Vieira ML, Schattner M, Malaver E, Watanabe MM, Barbosa AS, Abreu PA, de Morais ZM, Cifuente JO, Atzingen MV, et al: Putative outer membrane proteins of Leptospira interrogans stimulate human umbilical vein endothelial cells (HUVECS) and express during infection. Microb Pathog. 2008, 45 (5–6): 315-322.CrossRefPubMed Gomez RM, Vieira ML, Schattner M, Malaver E, Watanabe MM, Barbosa AS, Abreu PA, de Morais ZM, Cifuente JO, Atzingen MV, et al: Putative outer membrane proteins of Leptospira interrogans stimulate human umbilical vein endothelial cells (HUVECS) and express during infection. Microb Pathog. 2008, 45 (5–6): 315-322.CrossRefPubMed
57.
go back to reference Vieira ML, D’Atri LP, Schattner M, Habarta AM, Barbosa AS, de Morais ZM, Vasconcellos SA, Abreu PA, Gomez RM, Nascimento AL: A novel leptospiral protein increases ICAM-1 and E-selectin expression in human umbilical vein endothelial cells. FEMS Microbiol Lett. 2007, 276 (2): 172-180. 10.1111/j.1574-6968.2007.00924.x.CrossRefPubMed Vieira ML, D’Atri LP, Schattner M, Habarta AM, Barbosa AS, de Morais ZM, Vasconcellos SA, Abreu PA, Gomez RM, Nascimento AL: A novel leptospiral protein increases ICAM-1 and E-selectin expression in human umbilical vein endothelial cells. FEMS Microbiol Lett. 2007, 276 (2): 172-180. 10.1111/j.1574-6968.2007.00924.x.CrossRefPubMed
58.
go back to reference Turner GD, Ly VC, Nguyen TH, Tran TH, Nguyen HP, Bethell D, Wyllie S, Louwrier K, Fox SB, Gatter KC, et al: Systemic endothelial activation occurs in both mild and severe malaria. Correlating dermal microvascular endothelial cell phenotype and soluble cell adhesion molecules with disease severity. Am J Pathol. 1998, 152 (6): 1477-1487.PubMedPubMedCentral Turner GD, Ly VC, Nguyen TH, Tran TH, Nguyen HP, Bethell D, Wyllie S, Louwrier K, Fox SB, Gatter KC, et al: Systemic endothelial activation occurs in both mild and severe malaria. Correlating dermal microvascular endothelial cell phenotype and soluble cell adhesion molecules with disease severity. Am J Pathol. 1998, 152 (6): 1477-1487.PubMedPubMedCentral
59.
go back to reference Paris DH, Jenjaroen K, Blacksell SD, Phetsouvanh R, Wuthiekanun V, Newton PN, Day NP, Turner GD: Differential patterns of endothelial and leucocyte activation in ‘typhus-like’ illnesses in Laos and Thailand. Clin Exp Immunol. 2008, 153 (1): 63-67. 10.1111/j.1365-2249.2008.03673.x.CrossRefPubMedPubMedCentral Paris DH, Jenjaroen K, Blacksell SD, Phetsouvanh R, Wuthiekanun V, Newton PN, Day NP, Turner GD: Differential patterns of endothelial and leucocyte activation in ‘typhus-like’ illnesses in Laos and Thailand. Clin Exp Immunol. 2008, 153 (1): 63-67. 10.1111/j.1365-2249.2008.03673.x.CrossRefPubMedPubMedCentral
60.
go back to reference Hathirat P, Isarangkura P, Srichaikul T, Suvatte V, Mitrakul C: Abnormal hemostasis in dengue hemorrhagic fever. Southeast Asian J Trop Med Public Health. 1993, 24 (Suppl 1): 80-85.PubMed Hathirat P, Isarangkura P, Srichaikul T, Suvatte V, Mitrakul C: Abnormal hemostasis in dengue hemorrhagic fever. Southeast Asian J Trop Med Public Health. 1993, 24 (Suppl 1): 80-85.PubMed
61.
go back to reference Lin YP, McDonough SP, Sharma Y, Chang YF: Leptospira immunoglobulin-like protein B (LigB) binding to the C-terminal fibrinogen alphaC domain inhibits fibrin clot formation, platelet adhesion and aggregation. Molecular microbiology. 2011, 79 (4): 1063-1076. 10.1111/j.1365-2958.2010.07510.x.CrossRefPubMed Lin YP, McDonough SP, Sharma Y, Chang YF: Leptospira immunoglobulin-like protein B (LigB) binding to the C-terminal fibrinogen alphaC domain inhibits fibrin clot formation, platelet adhesion and aggregation. Molecular microbiology. 2011, 79 (4): 1063-1076. 10.1111/j.1365-2958.2010.07510.x.CrossRefPubMed
62.
go back to reference Nascimento EJ, Silva AM, Cordeiro MT, Brito CA, Gil LH, Braga-Neto U, Marques ET: Alternative complement pathway deregulation is correlated with dengue severity. PloS one. 2009, 4 (8): e6782-10.1371/journal.pone.0006782.CrossRefPubMedPubMedCentral Nascimento EJ, Silva AM, Cordeiro MT, Brito CA, Gil LH, Braga-Neto U, Marques ET: Alternative complement pathway deregulation is correlated with dengue severity. PloS one. 2009, 4 (8): e6782-10.1371/journal.pone.0006782.CrossRefPubMedPubMedCentral
63.
go back to reference Avirutnan P, Hauhart RE, Marovich MA, Garred P, Atkinson JP, Diamond MS: Complement-mediated neutralization of dengue virus requires mannose-binding lectin. mBio. 2011, 2 (6): e00276-11-CrossRefPubMedPubMedCentral Avirutnan P, Hauhart RE, Marovich MA, Garred P, Atkinson JP, Diamond MS: Complement-mediated neutralization of dengue virus requires mannose-binding lectin. mBio. 2011, 2 (6): e00276-11-CrossRefPubMedPubMedCentral
64.
go back to reference Barbosa AS, Abreu PA, Vasconcellos SA, Morais ZM, Goncales AP, Silva AS, Daha MR, Isaac L: Immune evasion of leptospira species by acquisition of human complement regulator C4BP. Infect Immun. 2009, 77 (3): 1137-1143. 10.1128/IAI.01310-08.CrossRefPubMed Barbosa AS, Abreu PA, Vasconcellos SA, Morais ZM, Goncales AP, Silva AS, Daha MR, Isaac L: Immune evasion of leptospira species by acquisition of human complement regulator C4BP. Infect Immun. 2009, 77 (3): 1137-1143. 10.1128/IAI.01310-08.CrossRefPubMed
65.
go back to reference Meri T, Murgia R, Stefanel P, Meri S, Cinco M: Regulation of complement activation at the C3-level by serum resistant leptospires. Microb Pathog. 2005, 39 (4): 139-147. 10.1016/j.micpath.2005.07.003.CrossRefPubMed Meri T, Murgia R, Stefanel P, Meri S, Cinco M: Regulation of complement activation at the C3-level by serum resistant leptospires. Microb Pathog. 2005, 39 (4): 139-147. 10.1016/j.micpath.2005.07.003.CrossRefPubMed
Metadata
Title
Host biomarkers distinguish dengue from leptospirosis in Colombia: a case–control study
Authors
Andrea L Conroy
Margarita Gélvez
Michael Hawkes
Nimerta Rajwans
W Conrad Liles
Luis Angel Villar-Centeno
Kevin C Kain
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2014
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/1471-2334-14-35

Other articles of this Issue 1/2014

BMC Infectious Diseases 1/2014 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.