Networking the host immune response in Plasmodium vivax malaria

被引:59
作者
Mendonca, Vitor R. R. [1 ,2 ]
Queiroz, Artur T. L. [1 ]
Lopes, Fabricio M. [3 ,4 ]
Andrade, Bruno B. [5 ]
Barral-Netto, Manoel [1 ,2 ,6 ]
机构
[1] Fundacao Oswaldo Cruz, Ctr Pesquisas Goncalo Moniz, Salvador, BA, Brazil
[2] Univ Fed Bahia, Fac Med, Salvador, BA, Brazil
[3] Univ Sao Paulo, Inst Matemat & Estat, Sao Paulo, Brazil
[4] Univ Tecnol Fed Parana, Cornelio Procopio, Brazil
[5] NIAID, Immunobiol Sect, Parasit Dis Lab, NIH, Bethesda, MD 20893 USA
[6] Inst Nacl Ciencia & Tecnol, Inst Invest Imunol, Sao Paulo, Brazil
关键词
Malaria; Plasmodium vivax; Biomarkers; Network analysis; CD4(+) T-CELLS; CEREBRAL MALARIA; SUSCEPTIBILITY; CHILDREN; INTERLEUKIN-10; CHEMOKINES; TOLERANCE; MORTALITY; INFECTION; CYTOKINES;
D O I
10.1186/1475-2875-12-69
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: Plasmodium vivax malaria clinical outcomes are a consequence of the interaction of multiple parasite, environmental and host factors. The host molecular and genetic determinants driving susceptibility to disease severity in this infection are largely unknown. Here, a network analysis of large-scale data from a significant number of individuals with different clinical presentations of P. vivax malaria was performed in an attempt to identify patterns of association between various candidate biomarkers and the clinical outcomes. Methods: A retrospective analysis of 530 individuals from the Brazilian Amazon, including P. vivax-infected individuals who developed different clinical outcomes (148 asymptomatic malaria, 187 symptomatic malaria, 13 severe non-lethal malaria, and six severe lethal malaria) as well as 176 non-infected controls, was performed. Plasma levels of liver transaminases, bilirubins, creatinine, fibrinogen, C-reactive protein, superoxide dismutase (SOD)-1, haem oxygenase (HO)-1 and a panel composed by multiple cytokines and chemokines were measured and compared between the different clinical groups using network analysis. Results: Non-infected individuals displayed several statistically significant interactions in the networks, including associations between the levels of IL-10 and IL-4 with the chemokine CXCL9. Individuals with asymptomatic malaria displayed multiple significant interactions involving IL-4. Subjects with mild or severe non-lethal malaria displayed substantial loss of interactions in the networks and TNF had significant associations more frequently with other parameters. Cases of lethal P. vivax malaria infection were associated with significant interactions between TNF ALT, HO-1 and SOD-1. Conclusions: The findings imply that clinical immunity to P. vivax malaria is associated with multiple significant interactions in the network, mostly involving IL-4, while lethality is linked to a systematic reduction of complexity of these interactions and to an increase in connections between markers linked to haemolysis-induced damage.
引用
收藏
页数:10
相关论文
共 41 条
[1]   Severe Plasmodium vivax Malaria, Brazilian Amazon [J].
Alexandre, Marcia A. ;
Ferreira, Cynthia O. ;
Siqueira, Andre M. ;
Magalhaes, Belisa L. ;
Mourao, Maria Paula G. ;
Lacerda, Marcus V. ;
Alecrim, Maria das Gracas C. .
EMERGING INFECTIOUS DISEASES, 2010, 16 (10) :1611-1614
[2]   Hepatitis B Infection Is Associated with Asymptomatic Malaria in the Brazilian Amazon [J].
Andrade, Bruno B. ;
Santos, Cristiane J. N. ;
Camargo, Luis M. ;
Souza-Neto, Sebastiao M. ;
Reis-Filho, Antonio ;
Clarencio, Jorge ;
Mendonca, Vitor R. R. ;
Luz, Nivea F. ;
Camargo, Erney P. ;
Barral, Aldina ;
Silva, Antonio A. M. ;
Barral-Netto, Manoel .
PLOS ONE, 2011, 6 (05)
[3]   Heme Impairs Prostaglandin E2 and TGF-β Production by Human Mononuclear Cells via Cu/Zn Superoxide Dismutase: Insight into the Pathogenesis of Severe Malaria [J].
Andrade, Bruno B. ;
Araujo-Santos, Theo ;
Luz, Nivea F. ;
Khouri, Ricardo ;
Bozza, Marcelo T. ;
Camargo, Luis M. A. ;
Barral, Aldina ;
Borges, Valeria M. ;
Barral-Netto, Manoel .
JOURNAL OF IMMUNOLOGY, 2010, 185 (02) :1196-1204
[4]   Towards a precise test for malaria diagnosis in the Brazilian Amazon: comparison among field microscopy, a rapid diagnostic test, nested PCR, and a computational expert system based on artificial neural networks [J].
Andrade, Bruno B. ;
Reis-Filho, Antonio ;
Barros, Austeclino M. ;
Souza-Neto, Sebastiao M. ;
Nogueira, Lucas L. ;
Fukutani, Kiyoshi F. ;
Camargo, Erney P. ;
Camargo, Luis M. A. ;
Barral, Aldina ;
Duarte, Angelo ;
Barral-Netto, Manoel .
MALARIA JOURNAL, 2010, 9
[5]   Plasma Superoxide Dismutase-1 as a Surrogate Marker of Vivax Malaria Severity [J].
Andrade, Bruno B. ;
Reis-Filho, Antonio ;
Souza-Neto, Sebastiao Martins ;
Raffaele-Netto, Imbroinise ;
Camargo, Luis M. A. ;
Barral, Aldina ;
Barral-Netto, Manoel .
PLOS NEGLECTED TROPICAL DISEASES, 2010, 4 (04)
[6]   Severe Plasmodium vivax malaria exhibits marked inflammatory imbalance [J].
Andrade, Bruno B. ;
Reis-Filho, Antonio ;
Souza-Neto, Sebastiao M. ;
Clarencio, Jorge ;
Camargo, Luis M. A. ;
Barral, Aldina ;
Barral-Netto, Manoel .
MALARIA JOURNAL, 2010, 9
[7]   Biomarkers for susceptibility to infection and disease severity in human malaria [J].
Andrade, Bruno Bezerril ;
Barral-Netto, Manoel .
MEMORIAS DO INSTITUTO OSWALDO CRUZ, 2011, 106 :70-78
[8]   Anti-Anopheles darlingi saliva antibodies as marker of Plasmodium vivax infection and clinical immunity in the Brazilian Amazon [J].
Andrade, Bruno Bezerril ;
Rocha, Bruno Coelho ;
Reis-Filho, Antonio ;
Aranha Camargo, Luis Marcelo ;
Tadei, Wanderli Pedro ;
Moreira, Luciano Andrade ;
Barral, Aldina ;
Barral-Netto, Manoel .
MALARIA JOURNAL, 2009, 8
[9]   Proinflammatory and regulatory cytokines and chemokines in infants with uncomplicated and severe Plasmodium falciparum malaria [J].
Ayimba, E. ;
Hegewald, J. ;
Segbena, A. Y. ;
Gantin, R. G. ;
Lechner, C. J. ;
Agosssou, A. ;
Banla, M. ;
Soboslay, P. T. .
CLINICAL AND EXPERIMENTAL IMMUNOLOGY, 2011, 166 (02) :218-226
[10]   Genetic Evidence for the Aggravation of Plasmodium falciparum Malaria by Interleukin 4 [J].
Cabantous, Sandrine ;
Poudiougou, Belco ;
Oumar, Aboubacar A. ;
Traore, Abdoualye ;
Barry, Abdoulaye ;
Vitte, Joana ;
Bongrand, Pierre ;
Marquet, Sandrine ;
Doumbo, Ogobara ;
Dessein, Alain J. .
JOURNAL OF INFECTIOUS DISEASES, 2009, 200 (10) :1530-1539