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1.
Pediatr Blood Cancer ; 68(4): e28906, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33522690

RESUMO

BACKGROUND: Primary stroke prevention programmes for children with sickle cell disease (SCD) have been shown to be feasible interventions in resource-poor countries. Different hydroxyurea (HU) regimens have been utilised in ameliorating the severity of SCD. OBJECTIVE: To determine the long-term outcomes of the stroke prevention programme for children with SCD in Ibadan (SPPIBA), Nigeria. METHODS: A longitudinal study of 396 children with haemoglobin SS disease who had been on the stroke prevention programme for a minimum period of 5 years. All enrollees had nonimaging TCD performed at baseline and thereafter 3-monthly or annually. Children with TCD velocities ≥170 cm/s were treated with HU by dose-escalation regimen. RESULTS: The mean age at first TCD examination was 102 ± 46.7 months and the period of follow-up ranged from 5 to 10 years (mean = 7.2 ± 1.7). Time to significant decline in TCD velocities ranged from 5 to 35 months, (median = 10.0 months). The minimum dose of HU required to achieve significant decline in TCD velocities ranged from 15 to 31 mg/kg/day, mean 23.7 (±3.9). HU dose escalation beyond 20 mg/kg/day was required to attain significant reductions in the time-averaged mean of maximal velocities (TAMMV) in 69.1% of the cases. Two stroke events occurred giving a stroke incidence of 0.08 per 100 patient-years. CONCLUSION: The majority of Nigerian children with SCD and elevated TCD velocities achieved significant decline in TAMMV within the first year of HU therapy but on higher doses of HU. It might be important to individualise HU doses for optimal outcomes in primary stroke prevention.


Assuntos
Anemia Falciforme/tratamento farmacológico , Antidrepanocíticos/uso terapêutico , Hidroxiureia/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Adolescente , Anemia Falciforme/complicações , Criança , Pré-Escolar , Feminino , Humanos , Incidência , Estudos Longitudinais , Masculino , Nigéria/epidemiologia , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/etiologia , Ultrassonografia Doppler Transcraniana
2.
Malar J ; 19(1): 167, 2020 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-32336276

RESUMO

BACKGROUND: Cerebral malaria (CM), is a life-threatening childhood malaria syndrome with high mortality. CM is associated with impaired consciousness and neurological damage. It is not fully understood, as yet, why some children develop CM. Presented here is an observation from longitudinal studies on CM in a paediatric cohort of children from a large, densely-populated and malaria holoendemic, sub-Saharan, West African metropolis. METHODS: Plasma samples were collected from a cohort of children with CM, severe malarial anaemia (SMA), uncomplicated malaria (UM), non-malaria positive healthy community controls (CC), and coma and anemic patients without malaria, as disease controls (DC). Proteomic two-dimensional difference gel electrophoresis (2D-DIGE) and mass spectrometry were used in a discovery cohort to identify plasma proteins that might be discriminatory among these clinical groups. The circulatory levels of identified proteins of interest were quantified by ELISA in a prospective validation cohort. RESULTS: The proteome analysis revealed differential abundance of circulatory complement-lysis inhibitor (CLI), also known as Clusterin (CLU). CLI circulatory level was low at hospital admission in all children presenting with CM and recovered to normal level during convalescence (p < 0.0001). At acute onset, circulatory level of CLI in the CM group significantly discriminates CM from the UM, SMA, DC and CC groups. CONCLUSIONS: The CLI circulatory level is low in all patients in the CM group at admission, but recovers through convalescence. The level of CLI at acute onset may be a specific discriminatory marker of CM. This work suggests that CLI may play a role in the pathophysiology of CM and may be useful in the diagnosis and follow-up of children presenting with CM.


Assuntos
Clusterina/sangue , Convalescença , Malária Cerebral/parasitologia , Malária Falciparum/parasitologia , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Malária Cerebral/sangue , Malária Falciparum/sangue , Masculino , Estudos Prospectivos
3.
Am J Hematol ; 95(8): 883-891, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32282969

RESUMO

Over 200 million malaria cases globally lead to half a million deaths annually. Accurate malaria diagnosis remains a challenge. Automated imaging processing approaches to analyze Thick Blood Films (TBF) could provide scalable solutions, for urban healthcare providers in the holoendemic malaria sub-Saharan region. Although several approaches have been attempted to identify malaria parasites in TBF, none have achieved negative and positive predictive performance suitable for clinical use in the west sub-Saharan region. While malaria parasite object detection remains an intermediary step in achieving automatic patient diagnosis, training state-of-the-art deep-learning object detectors requires the human-expert labor-intensive process of labeling a large dataset of digitized TBF. To overcome these challenges and to achieve a clinically usable system, we show a novel approach. It leverages routine clinical-microscopy labels from our quality-controlled malaria clinics, to train a Deep Malaria Convolutional Neural Network classifier (DeepMCNN) for automated malaria diagnosis. Our system also provides total Malaria Parasite (MP) and White Blood Cell (WBC) counts allowing parasitemia estimation in MP/µL, as recommended by the WHO. Prospective validation of the DeepMCNN achieves sensitivity/specificity of 0.92/0.90 against expert-level malaria diagnosis. Our approach PPV/NPV performance is of 0.92/0.90, which is clinically usable in our holoendemic settings in the densely populated metropolis of Ibadan. It is located within the most populous African country (Nigeria) and with one of the largest burdens of Plasmodium falciparum malaria. Our openly available method is of importance for strategies aimed to scale malaria diagnosis in urban regions where daily assessment of thousands of specimens is required.


Assuntos
Malária Falciparum/sangue , Malária/diagnóstico , Redes Neurais de Computação , Humanos , Malária/sangue
4.
Infect Immun ; 84(2): 590-7, 2016 02.
Artigo em Inglês | MEDLINE | ID: mdl-26667835

RESUMO

Cerebral malaria (CM) is a neurological complication of infection with Plasmodium falciparum that is partly caused by cytokine-mediated inflammation. It is not known whether interleukin-17 (IL-17) cytokines, which regulate inflammation, control the development of CM. To evaluate the involvement of IL-17 cytokines in CM, we analyzed 46 common polymorphisms in IL17A, IL17F, and IL17RA (which encodes the common receptor chain of the members of the IL-17 family) in two independent African populations. A case-control study involving 115 Nigerian children with CM and 160 controls from the community (CC) showed that IL17F reference single nucleotide polymorphism (SNP) 6913472 (rs6913472) (P = 0.004; odds ratio [OR] = 3.12), IL17F rs4715291 (P = 0.004; OR = 2.82), IL17RA rs12159217 (P = 0.01; OR = 2.27), and IL17RA rs41396547 (P = 0.026; OR = 3.15) were independently associated with CM. A replication study was performed in 240 nuclear Malian family trios (two parents with one CM child). We replicated the association for 3 SNPs, IL17F rs6913472 (P = 0.03; OR = 1.39), IL17RA rs12159217 (P = 0.01; OR = 1.52), and IL17RA rs41396547 (P = 0.04; OR = 3.50). We also found that one additional SNP, IL17RA rs41433045, in linkage disequilibrium (LD) with rs41396547, was associated with CM in both Nigeria and Mali (P = 0.002; OR = 4.12 in the combined sample). We excluded the possibility that SNPs outside IL17F and IL17RA, in strong LD with the associated SNPs, could account for the observed associations. Furthermore, the results of a functional study indicated that the aggravating GA genotype of IL17F rs6913472 was associated with lower IL-17F concentrations. Our findings show for the first time that IL17F and IL17RA polymorphisms modulate susceptibility to CM and provide evidence that IL-17F protects against CM.


Assuntos
Interleucina-17/genética , Malária Cerebral/etnologia , Malária Cerebral/genética , Polimorfismo de Nucleotídeo Único , Receptores de Interleucina-17/genética , Adolescente , África/epidemiologia , Criança , Pré-Escolar , Simulação por Computador , Feminino , Estudos de Associação Genética , Predisposição Genética para Doença , Genética Populacional , Genótipo , Humanos , Lactente , Interleucina-17/imunologia , Desequilíbrio de Ligação , Malária Cerebral/epidemiologia , Malária Cerebral/imunologia , Masculino , Receptores de Interleucina-17/imunologia
5.
PLoS Pathog ; 10(4): e1004038, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24743550

RESUMO

Systemic inflammation and sequestration of parasitized erythrocytes are central processes in the pathophysiology of severe Plasmodium falciparum childhood malaria. However, it is still not understood why some children are more at risks to develop malaria complications than others. To identify human proteins in plasma related to childhood malaria syndromes, multiplex antibody suspension bead arrays were employed. Out of the 1,015 proteins analyzed in plasma from more than 700 children, 41 differed between malaria infected children and community controls, whereas 13 discriminated uncomplicated malaria from severe malaria syndromes. Markers of oxidative stress were found related to severe malaria anemia while markers of endothelial activation, platelet adhesion and muscular damage were identified in relation to children with cerebral malaria. These findings suggest the presence of generalized vascular inflammation, vascular wall modulations, activation of endothelium and unbalanced glucose metabolism in severe malaria. The increased levels of specific muscle proteins in plasma implicate potential muscle damage and microvasculature lesions during the course of cerebral malaria.


Assuntos
Malária Cerebral/sangue , Estresse Oxidativo , Plasmodium falciparum , Proteômica/métodos , Adolescente , Biomarcadores/sangue , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Síndrome
6.
Blood ; 121(15): 3016-22, 2013 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-23380741

RESUMO

Cerebral malaria (CM) and severe malarial anemia (SMA) are the most serious life-threatening clinical syndromes of Plasmodium falciparum infection in childhood. Therefore, it is important to understand the pathology underlying the development of CM and SMA as opposed to uncomplicated malaria (UM). Increased levels of hepcidin have been associated with UM, but its level and role in severe malarial disease remains to be investigated. Plasma and clinical data were obtained as part of a prospective case-control study of severe childhood malaria at the main tertiary hospital of the city of Ibadan, Nigeria. Here, we report that hepcidin levels are lower in children with SMA or CM than in those with milder outcome (UM). While different profiles of pro- and anti-inflammatory cytokines were observed between the malaria syndromes, circulatory hepcidin levels remained associated with the levels of its regulatory cytokine interleukin-6 and of the anti-inflammatory cytokine inerleukin-10, irrespective of iron status, anemic status, and general acute-phase response. We propose a role for hepcidin in anti-inflammatory processes in childhood malaria.


Assuntos
Peptídeos Catiônicos Antimicrobianos/sangue , Citocinas/sangue , Mediadores da Inflamação/sangue , Malária Cerebral/sangue , Malária Falciparum/sangue , Anemia/sangue , Anemia/complicações , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Ferritinas/sangue , Hematócrito , Hepcidinas , Humanos , Interleucina-10/sangue , Interleucina-6/sangue , Ferro/sangue , Modelos Lineares , Malária Cerebral/complicações , Malária Falciparum/complicações , Masculino , Nigéria , Estudos Prospectivos , Receptores da Transferrina/sangue , Centros de Atenção Terciária , Transferrina/análise
7.
Pediatr Blood Cancer ; 62(9): 1587-91, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25847050

RESUMO

BACKGROUND: Sickle cell anaemia (SCA) is the leading genetic disorder in Nigeria. Elevated velocities ≥170 cm/sec occur in about a third of Nigerian children with SCA. Chronic blood transfusion for stroke prevention is faced with a myriad of challenges in our practice. OBJECTIVES: To evaluate the effectiveness of hydroxyurea (HU) in reducing flow velocities in a cohort of Nigerian children with SCA and elevated velocities treated with HU. METHODS: An observational study was carried out on a cohort of Nigerian children with SCA and elevated velocities identified on routine transcranial Doppler (TCD) screening. HU was recommended in those with TCD velocities ≥ 170cm/sec as stipulated in our hospital protocol. Outcomes were compared after ≥12 months of observation. RESULTS: Fifty children with elevated TCD velocities were studied; 31 consented to HU therapy and 19 declined. Children on HU showed a statistically significant decline in mean velocities from 199.7 [17.1] cm/sec to 165.8 [20.7] cm/sec (P < 0.001) with a significant increase in mean packed cell volume from 21.1 [3.4] to 25.0 [2.8]%. Children without treatment had a significant rise in mean velocities from 190.2 [10.8] cm/sec to 199.7 [14.9] cm/sec (P = 0.003). Children with conditional risk velocities on HU were less likely to convert to abnormal risk (P < 0.001). Two stroke events occurred, one in each group. No adverse effects of HU were recorded in the cohort. CONCLUSION: HU appears to significantly reduce TCD velocities in Nigerian children with SCA and elevated velocities ≥170 cm/sec with beneficial effect on the haematological profile. HU may provide an effective approach to primary stroke prevention, particularly in Africa.


Assuntos
Anemia Falciforme/fisiopatologia , Velocidade do Fluxo Sanguíneo/efeitos dos fármacos , Circulação Cerebrovascular/efeitos dos fármacos , Hidroxiureia/farmacologia , Ultrassonografia Doppler Transcraniana , Adolescente , Anemia Falciforme/complicações , Anemia Falciforme/tratamento farmacológico , Anemia Falciforme/terapia , Contagem de Células Sanguíneas , Transfusão de Sangue , Artérias Cerebrais/diagnóstico por imagem , Criança , Pré-Escolar , Feminino , Hematócrito , Humanos , Hidroxiureia/uso terapêutico , Masculino , Nigéria , Medição de Risco , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Recusa do Paciente ao Tratamento
8.
PLoS Comput Biol ; 9(4): e1003018, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23637585

RESUMO

Biomarker discovery aims to find small subsets of relevant variables in 'omics data that correlate with the clinical syndromes of interest. Despite the fact that clinical phenotypes are usually characterized by a complex set of clinical parameters, current computational approaches assume univariate targets, e.g. diagnostic classes, against which associations are sought for. We propose an approach based on asymmetrical sparse canonical correlation analysis (SCCA) that finds multivariate correlations between the 'omics measurements and the complex clinical phenotypes. We correlated plasma proteomics data to multivariate overlapping complex clinical phenotypes from tuberculosis and malaria datasets. We discovered relevant 'omic biomarkers that have a high correlation to profiles of clinical measurements and are remarkably sparse, containing 1.5-3% of all 'omic variables. We show that using clinical view projections we obtain remarkable improvements in diagnostic class prediction, up to 11% in tuberculosis and up to 5% in malaria. Our approach finds proteomic-biomarkers that correlate with complex combinations of clinical-biomarkers. Using the clinical-biomarkers improves the accuracy of diagnostic class prediction while not requiring the measurement plasma proteomic profiles of each subject. Our approach makes it feasible to use omics' data to build accurate diagnostic algorithms that can be deployed to community health centres lacking the expensive 'omics measurement capabilities.


Assuntos
Biomarcadores/metabolismo , Malária/metabolismo , Tuberculose/metabolismo , Algoritmos , Biomarcadores/sangue , Biologia Computacional/métodos , Genômica , Humanos , Fenótipo , Proteômica/métodos , Reprodutibilidade dos Testes
9.
J Clin Ultrasound ; 42(2): 89-95, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24166013

RESUMO

BACKGROUND: Transcranial Doppler (TCD) sonography of major cerebral arteries is now recommended for routine screening for stroke risk in children with sickle cell disease (SCD). METHODS: We performed TCD studies on children with sickle cell anemia (SCA) seen at the pediatric hematology clinic over a period of 2 years. TCD scans were repeated yearly in children with normal flow velocities and every 3 months in children with elevated velocities. Findings were correlated with clinical variables, hematologic indices, and arterial oxygen saturation. Predictors of elevated velocities were identified by multiple linear regressions. RESULTS: We enrolled 237 children and performed a total of 526 TCD examinations. Highest time-averaged maximum flow velocities were ≥170 cm/s in 72 (30.3%) cases and ≥200 cm/s in 20 (8.4%). Young age, low hematocrit, low hemoglobin, and arterial oxygen desaturation <95% showed significant correlations with presence of increased cerebral flow velocities. CONCLUSIONS: Low hematocrit, low hemoglobin concentration, young age, and low arterial oxygen desaturation predicted elevated cerebral blood flow velocities and, invariably, increased stroke risk, in children with SCA. Children who exhibit these features should be given high priority for TCD examination in the setting of limited resources.


Assuntos
Anemia Falciforme/diagnóstico por imagem , Artérias Cerebrais/diagnóstico por imagem , Acidente Vascular Cerebral/prevenção & controle , Ultrassonografia Doppler Transcraniana , Adolescente , Fatores Etários , Anemia Falciforme/sangue , Anemia Falciforme/complicações , Anemia Falciforme/fisiopatologia , Biomarcadores/sangue , Velocidade do Fluxo Sanguíneo , Artérias Cerebrais/fisiopatologia , Criança , Pré-Escolar , Países em Desenvolvimento , Feminino , Acessibilidade aos Serviços de Saúde , Hematócrito , Hemoglobinas/metabolismo , Humanos , Modelos Lineares , Masculino , Oxigênio/sangue , Estudos Prospectivos , Medição de Risco , Índice de Gravidade de Doença , Acidente Vascular Cerebral/etiologia
10.
J Vector Borne Dis ; 51(1): 33-9, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24717200

RESUMO

BACKGROUND & OBJECTIVES: Malaria and G6PD deficiency-related haemolyses are known causes of hospital admissions in Nigeria and pose great danger to child survival but data on interactions of these two pathologies are scarce. This study was carried out to determine the association between features of Plasmodium falciparum infection and G6PD status. METHODS: G6PD and haemoglobin were typed by fluorescent spot test and electrophoresis respectively, in 1120 children with microscopically-proven falciparum malaria. Clinical features of malaria were compared between G6PD normal and deficient children. RESULTS: There were 558 males and 562 females with median age of 35 months (range, 6 months-12 yr). In males, prevalence of G6PD-deficiency in patients with uncomplicated malaria (UM), severe malarial anaemia (SMA) and cerebral malaria (CM) was 23.4, 7 and 16.7%, respectively compared with 11.1, 7.3 and 4.4%, respectively among females. In both males and females, convulsion and rectal temperature above 38°C were less likely presentations among G6PD-deficient compared with G6PD-normal children (p <0.05). The proportions of children with pallor, convulsion and impaired consciousness were significantly lower among G6PD-deficient than normal males (p <0.05) but these features were not different between deficient and normal females (p >0.05). INTERPRETATION & CONCLUSION: Convulsions, pallor and elevated temperature were more frequent features of malaria in G6PD normal than deficient children. G6PD-deficient male children are protected against impaired consciousness. These differences may offer useful hints in malaria treatment and researches in endemic regions.


Assuntos
Deficiência de Glucosefosfato Desidrogenase/epidemiologia , Glucosefosfato Desidrogenase/metabolismo , Malária Falciparum/epidemiologia , Malária Falciparum/patologia , Análise de Variância , Temperatura Corporal , Criança , Pré-Escolar , Feminino , Hemoglobinas/metabolismo , Humanos , Lactente , Masculino , Nigéria/epidemiologia , Estatísticas não Paramétricas
11.
Malar J ; 11: 336, 2012 Oct 05.
Artigo em Inglês | MEDLINE | ID: mdl-23039275

RESUMO

BACKGROUND: Haemoglobinuria is one of the manifestations of severe malaria and results from severe intravascular haemolysis. Glucose-6-phosphate dehydrogenase (G6PD) deficiency has been implicated in its aetiology. Haemoglobinuria may be associated with severe anaemia and, less frequently, acute renal failure. METHODS: A prospective case-control study was carried out to determine the incidence of haemoglobinuria as confirmed by dipstick urinalysis, microscopy and spectrophotometric measurement, among children with severe malaria. A total of 251 children presenting at the Children's Emergency Ward with severe malaria were recruited over a period of 21 months. The G6PD status and the outcomes of severe malaria in children with and without haemoglobinuria was studied with respect to renal failure, the recurrence of haemoglobinuria and blood pressure changes over a three-month follow-up period. RESULTS: It was found that the incidence of haemoglobinuria among children with severe malaria is 19.1%. Children <5 years constituted 76.8% of all the study patients. Patients with haemoglobinuria had median age of 52.5 months, which was significantly higher than 35 months in patients without haemoglobinuria (p=0.001). Although, haemaglobinuria was commoner among boys (54.2%) than girls (45.8%), the difference was not statistically significant. There were no significant differences between children with and without haemoglobinuria regarding their nutritional status or parasite densities. Among the clinical features of the study patients, only jaundice was significantly associated with haemoglobinuria (p=0.0001). Renal failure occurred in three out of 48 children with haemoglobinuria and in none of the 203 without. There was not recurrence of haemoglobinuria in the follow-up period. At discharge, blood pressure was elevated in six children (one previously haemoglobinuric), but all returned to normal within the follow-up period. CONCLUSIONS: Haemoglobinuria was a prominent feature of severe malaria and it was significantly associated with jaundice at presentation. Haemoglobinuria was commoner in older children than younger children but not related to sex. G6PD deficiency was not an independent predictor of the occurrence or outcome of haemoglobinuria. Blood pressure was not affected by haemoglobinuria on admission nor during follow-up.


Assuntos
Hemoglobinúria/epidemiologia , Malária/complicações , Malária/epidemiologia , Fatores Etários , Pressão Sanguínea , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Deficiência de Glucosefosfato Desidrogenase/diagnóstico , Humanos , Incidência , Lactente , Icterícia/epidemiologia , Masculino , Microscopia , Nigéria/epidemiologia , Estudos Prospectivos , Fatores Sexuais , Espectrofotometria , Atenção Terciária à Saúde , Urina/química , Urina/citologia
12.
Am J Hematol ; 87(5): 544-7, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22460323

RESUMO

Transcranial Doppler (TCD) ultrasonography helps to identify children with sickle cell disease (SCD) who are at an increased risk of stroke,making primary stroke prevention a reality. A cross-sectional study of145 Nigerian children aged ≥3 years with SCD was carried out to describe the pattern of cerebral blood flow (CBF) abnormalities. The mean time-averaged mean velocity (TAMV) was 152 ±27.0 cm/sec and122 ±22.0 cm/sec in Hb SS and Hb S1C group, respectively. Abnormal velocities were recorded in six (4.7%) of the Hb SS patients and none of the Hb S1C while conditional risk (CR) velocities were recorded in 19.7% of Hb SS (low conditional 11.0%, high conditional 8.7%) and low conditional in 5.6% of Hb S1C cases. Cerebral flow velocities showed a negative correlation with age and hematocrit. Compared with African-American children, Nigerian children with Hb SS disease have a considerably higher prevalence of CR velocities.


Assuntos
Anemia Falciforme/fisiopatologia , Encéfalo/irrigação sanguínea , Artérias Cerebrais/diagnóstico por imagem , Circulação Cerebrovascular , Acidente Vascular Cerebral/prevenção & controle , Adolescente , Anemia Falciforme/sangue , Anemia Falciforme/diagnóstico por imagem , Anemia Falciforme/genética , Contagem de Células Sanguíneas , Velocidade do Fluxo Sanguíneo , Artérias Cerebrais/patologia , Criança , Pré-Escolar , Constrição Patológica , Feminino , Hematócrito , Doença da Hemoglobina C/sangue , Doença da Hemoglobina C/diagnóstico por imagem , Doença da Hemoglobina C/genética , Doença da Hemoglobina C/fisiopatologia , Heterozigoto , Homozigoto , Humanos , Masculino , Nigéria/epidemiologia , Prevalência , Risco , Traço Falciforme/sangue , Traço Falciforme/diagnóstico por imagem , Traço Falciforme/genética , Traço Falciforme/fisiopatologia , Acidente Vascular Cerebral/etiologia , Ultrassonografia Doppler Transcraniana
13.
Sci Rep ; 10(1): 15918, 2020 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-32985514

RESUMO

Over 200 million malaria cases globally lead to half-million deaths annually. The development of malaria prevalence prediction systems to support malaria care pathways has been hindered by lack of data, a tendency towards universal "monolithic" models (one-size-fits-all-regions) and a focus on long lead time predictions. Current systems do not provide short-term local predictions at an accuracy suitable for deployment in clinical practice. Here we show a data-driven approach that reliably produces one-month-ahead prevalence prediction within a densely populated all-year-round malaria metropolis of over 3.5 million inhabitants situated in Nigeria which has one of the largest global burdens of P. falciparum malaria. We estimate one-month-ahead prevalence in a unique 22-years prospective regional dataset of > 9 × 104 participants attending our healthcare services. Our system agrees with both magnitude and direction of the prediction on validation data achieving MAE ≤ 6 × 10-2, MSE ≤ 7 × 10-3, PCC (median 0.63, IQR 0.3) and with more than 80% of estimates within a (+ 0.1 to - 0.05) error-tolerance range which is clinically relevant for decision-support in our holoendemic setting. Our data-driven approach could facilitate healthcare systems to harness their own data to support local malaria care pathways.


Assuntos
Malária/epidemiologia , População Urbana , África Subsaariana/epidemiologia , África Ocidental/epidemiologia , Humanos , Modelos Teóricos , Prevalência , Estudos Prospectivos
14.
Sci Rep ; 8(1): 17527, 2018 12 03.
Artigo em Inglês | MEDLINE | ID: mdl-30510258

RESUMO

Severe Malarial Anemia (SMA), a life-threatening childhood Plasmodium falciparum malaria syndrome requiring urgent blood transfusion, exhibits inflammatory and hemolytic pathology. Differentiating between hypo-haptoglobinemia due to hemolysis or that of genetic origin is key to understand SMA pathogenesis. We hypothesized that while malaria-induced hypo-haptoglobinemia should reverse at recovery, that of genetic etiology should not. We carried-out a case-control study of children living under hyper-endemic holoendemic malaria burden in the sub-Saharan metropolis of Ibadan, Nigeria. We show that hypo-haptoglobinemia is a risk factor for childhood SMA and not solely due to intravascular hemolysis from underlying schizogony. In children presenting with SMA, hypo-haptoglobinemia remains through convalescence to recovery suggesting a genetic cause. We identified a haptoglobin gene variant, rs12162087 (g.-1203G > A, frequency = 0.67), to be associated with plasma haptoglobin levels (p = 8.5 × 10-6). The Homo-Var:(AA) is associated with high plasma haptoglobin while the reference Homo-Ref:(GG) is associated with hypo-haptoglobinemia (p = 2.3 × 10-6). The variant is associated with SMA, with the most support for a risk effect for Homo-Ref genotype. Our insights on regulatory haptoglobin genotypes and hypo-haptoglobinemia suggest that haptoglobin screening could be part of risk-assessment algorithms to prevent rapid disease progression towards SMA in regions with no-access to urgent blood transfusion where SMA accounts for high childhood mortality rates.


Assuntos
Anemia , Haptoglobinas , Hemólise/genética , Malária Falciparum , Polimorfismo de Nucleotídeo Único , Anemia/sangue , Anemia/genética , Anemia/parasitologia , Criança , Pré-Escolar , Feminino , Haptoglobinas/genética , Haptoglobinas/metabolismo , Humanos , Malária Falciparum/sangue , Malária Falciparum/genética , Masculino , Plasmodium falciparum , Fatores de Risco , Índice de Gravidade de Doença
15.
Afr J Infect Dis ; 11(2): 31-38, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28670638

RESUMO

BACKGROUND: The World Health Organization (WHO) considers early and rapid diagnosis as one of the strategies to control malaria. This study compared the performance of Quantitative Buffy Coat (QBC) test and the Plasmodium lactate dehydrogenase (pLDH) rapid diagnostic test (RDT) with microscopy as the gold standard. MATERIALS AND METHODS: The study involved children ages 0-5 years who presented with a history of fever at the University College Hospital, Ibadan, Nigeria. Blood was collected from each patient and used for RDT, QBC and Giemsa-stained blood films for malaria parasites (MP). Results of QBC and RDT were compared with microscopy results for the diagnosis of malaria. RESULTS: A total of 370 cases (194 boys and 176 girls) were studied giving a male: female ratio of 1.1:1. Of the 370 cases tested using Giemsa-stained thick blood films for MP, 78 (21 %) were positive. For the QBC test, 78 (21%) of the cases were positive with sensitivity, specificity, positive and negative predictive values of 70.5 %, 92.1%, 70.5 % and 92.1 % respectively. Seventy-six (20%) of the cases were positive by RDT with sensitivity, specificity, positive and negative predictive values of 84.2 %, 95.2 %, 82.1 %, and 95.9 % respectively. There was no significant difference in the sensitivity of QBC compared with the RDT. CONCLUSION: Both the QBC and the pfLDH (RDT) performed reasonably well in this study Malaria rapid diagnostic tests are recommended in malaria endemic clinical settings to avoid unnecessary antimalarial treatment. List of Abbreviations: AO: Acridine orange, AIDS: Acquired immunodeficiency syndrome, ACT: Artemisinin-based combination therapy, CM:Cerebral malaria, BCP:Benzothiocarboxypurine, DDT:Dichloro-diphenyl-trichloroethane, DNA:DeoxyriboNucleic Acid, ELAM-1: Endothelial leukocyte adhesion molecule, G6PD: Glucose-6-Phosphate Dehydrogenase, HIV: Human immuno deficiency virus, HRP 2: Histidine Rich Protein 2, ICAM -1: Inter cellular adhesion molecule1, ICER: Incremental cost effectiveness ratio, IL-1: Interleukin -1, IFN-g: Interferon-gamma, IgG: Immunoglobulin G, MP: Malaria parasite, NADP: Oxidised Nicotinamide Adenine Dinucleotide Phosphate, NADPH: Reduced Nicotinamide Adenine Dinucleotide Phosphate, PCV: Packed Cell Volume (haematocrit), P. falciparum: Plasmodium falciparum, PLDH: Plasmodium lactate dehydrogenase, PCR: Polymerase Chain Reaction, PPV: Positive predictive value, QBC: Quantitative Buffy Coat examination, TNF: Tumour necrosis factor, NPV: Negative predictive value, RDT: Rapid diagnostic test, SP: Sulphadoxine -Pyrimethamine, SMA: Severe malarial anaemia, UM: Uncomplicated malaria, USA:United States of America, VCAM-1: Vascular cell adhesion molecule, WBC: White Blood Cell, WHO: World Health Organization.

16.
Sci Rep ; 7: 41636, 2017 01 31.
Artigo em Inglês | MEDLINE | ID: mdl-28139719

RESUMO

Cerebral malaria (CM) is a severe complication of Plasmodium falciparum infection. This encephalopathy is characterized by coma and is thought to result from mechanical microvessel obstruction and an excessive activation of immune cells leading to pathological inflammation and blood-brain barrier alterations. IL-22 contributes to both chronic inflammatory and infectious diseases, and may have protective or pathogenic effects, depending on the tissue and disease state. We evaluated whether polymorphisms (n = 46) of IL22 and IL22RA2 were associated with CM in children from Nigeria and Mali. Two SNPs of IL22, rs1012356 (P = 0.016, OR = 2.12) and rs2227476 (P = 0.007, OR = 2.08) were independently associated with CM in a sample of 115 Nigerian children with CM and 160 controls. The association with rs2227476 (P = 0.01) was replicated in 240 nuclear families with one affected child from Mali. SNP rs2227473, in linkage disequilibrium with rs2227476, was also associated with CM in the combined cohort for these two populations, (P = 0.004, OR = 1.55). SNP rs2227473 is located within a putative binding site for the aryl hydrocarbon receptor, a master regulator of IL-22 production. Individuals carrying the aggravating T allele of rs2227473 produced significantly more IL-22 than those without this allele. Overall, these findings suggest that IL-22 is involved in the pathogenesis of CM.


Assuntos
Alelos , Predisposição Genética para Doença , Interleucinas/genética , Malária Cerebral/genética , Polimorfismo de Nucleotídeo Único , Estudos de Casos e Controles , Criança , Feminino , Genótipo , Humanos , Desequilíbrio de Ligação , Malária Cerebral/parasitologia , Malária Falciparum/genética , Malária Falciparum/parasitologia , Masculino , Nigéria , Razão de Chances , Interleucina 22
17.
mBio ; 6(1)2015 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-25604792

RESUMO

UNLABELLED: Severe malarial anemia (SMA) in semi-immune individuals eliminates both infected and uninfected erythrocytes and is a frequent fatal complication. It is proportional not to circulating parasitemia but total parasite mass (sequestered) in the organs. Thus, immune responses that clear parasites in organs may trigger changes leading to anemia. Here, we use an outbred-rat model where increasing parasite removal in the spleen escalated uninfected-erythrocyte removal. Splenic parasite clearance was associated with activated CD8(+) T cells, immunodepletion of which prevented parasite clearance. CD8(+) T cell repletion and concomitant reduction of the parasite load was associated with exacerbated (40 to 60%) hemoglobin loss and changes in properties of uninfected erythrocytes. Together, these data suggest that CD8(+) T cell-dependent parasite clearance causes erythrocyte removal in the spleen and thus anemia. In children infected with the human malaria parasite Plasmodium falciparum, elevation of parasite biomass (not the number of circulating parasites) increased the odds ratio for SMA by 3.5-fold (95% confidence intervals [CI95%], 1.8- to 7.5-fold). CD8(+) T cell expansion/activation independently increased the odds ratio by 2.4-fold (CI95%, 1.0- to 5.7-fold). Concomitant increases in both conferred a 7-fold (CI95%, 1.9- to 27.4-fold)-greater risk for SMA. Together, these data suggest that CD8(+)-dependent parasite clearance may predispose individuals to uninfected-erythrocyte loss and SMA, thus informing severe disease diagnosis and strategies for vaccine development. IMPORTANCE: Malaria is a major global health problem. Severe malaria anemia (SMA) is a complex disease associated with partial immunity. Rapid hemoglobin reductions of 20 to 50% are commonly observed and must be rescued by transfusion (which can carry a risk of HIV acquisition). The causes and risk factors of SMA remain poorly understood. Recent studies suggest that SMA is linked to parasite biomass sequestered in organs. This led us to investigate whether immune mechanisms that clear parasites in organs trigger anemia. In rats, erythropoiesis is largely restricted to the bone marrow, and critical aspects of the spleen expected to be important in anemia are similar to those in humans. Therefore, using a rat model, we show that severe anemia is caused through CD8(+) T cell-dependent parasite clearance and erythrocyte removal in the spleen. CD8 activation may also be a new risk factor for SMA in African children.


Assuntos
Anemia/imunologia , Linfócitos T CD8-Positivos/imunologia , Eritrócitos/citologia , Malária Falciparum/complicações , Fagocitose , Plasmodium falciparum/fisiologia , Baço/imunologia , Anemia/etiologia , Anemia/metabolismo , Anemia/fisiopatologia , Animais , Morte Celular , Eritrócitos/metabolismo , Eritrócitos/parasitologia , Hemoglobinas/metabolismo , Humanos , Malária Falciparum/imunologia , Malária Falciparum/parasitologia , Ratos , Baço/parasitologia
18.
Mol Biochem Parasitol ; 127(1): 1-8, 2003 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-12615331

RESUMO

Plasmodium berghei glucose-6-phosphate dehydrogenase-6-phosphogluconolactonase (G6PD-6PGL) is a bifunctional enzyme with significant sequence similarity in both the 6PGL and G6PD domains to the Plasmodium falciparum enzyme. A recombinant form of the P. berghei enzyme was found to have both G6PD and 6PGL activities, and therefore catalyses the first two steps in the pentose phosphate pathway. Genes encoding very similar proteins are also found in three other malarial parasites, Plasmodium yoelii, Plasmodium chabaudi and Plasmodium knowlesi. All of these predicted enzymes contain unique parasite insertions in corresponding positions in the G6PD domain but the insertions differ in size and sequence. Such insertions are a common feature of malarial proteins but their origin and function is unknown. Excision of the insertion sequence in the P. berghei protein renders the G6PD domain inactive, although the 6PGL activity is unaffected. Replacing the insertion sequence in P. berghei with the insertion sequence from P. falciparum restores some of the G6PD activity and also enhances 6PGL activity. We conclude that although the insertions are evolving rapidly they have an essential role in the activity of the bifunctional enzyme.


Assuntos
Hidrolases de Éster Carboxílico/genética , Evolução Molecular , Glucosefosfato Desidrogenase/genética , Mutagênese Insercional , Plasmodium berghei/enzimologia , Sequência de Aminoácidos , Animais , Composição de Bases , Hidrolases de Éster Carboxílico/fisiologia , Deleção de Genes , Genes de Protozoários/genética , Glucosefosfato Desidrogenase/fisiologia , Dados de Sequência Molecular , Alinhamento de Sequência
19.
PLoS One ; 7(12): e49778, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23226502

RESUMO

BACKGROUND: Cerebral malaria (CM) and severe malarial anemia (SMA) are the most serious life-threatening clinical syndromes of Plasmodium falciparum infection in childhood. Therefore it is important to understand the pathology underlying the development of CM and SMA, as opposed to uncomplicated malaria (UM). Different host responses to infection are likely to be reflected in plasma proteome-patterns that associate with clinical status and therefore provide indicators of the pathogenesis of these syndromes. METHODS AND FINDINGS: Plasma and comprehensive clinical data for discovery and validation cohorts were obtained as part of a prospective case-control study of severe childhood malaria at the main tertiary hospital of the city of Ibadan, an urban and densely populated holoendemic malaria area in Nigeria. A total of 946 children participated in this study. Plasma was subjected to high-throughput proteomic profiling. Statistical pattern-recognition methods were used to find proteome-patterns that defined disease groups. Plasma proteome-patterns accurately distinguished children with CM and with SMA from those with UM, and from healthy or severely ill malaria-negative children. CONCLUSIONS: We report that an accurate definition of the major childhood malaria syndromes can be achieved using plasma proteome-patterns. Our proteomic data can be exploited to understand the pathogenesis of the different childhood severe malaria syndromes.


Assuntos
Proteínas Sanguíneas/metabolismo , Malária Falciparum/sangue , Proteômica , Estudos de Casos e Controles , Criança , Humanos , Nigéria , Estudos Prospectivos
20.
J Infect Dev Ctries ; 5(11): 792-8, 2011 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-22112733

RESUMO

INTRODUCTION: Glucose-6-phosphate dehydrogenase (G6PD) deficiency (Gd-) contributes to morbidity and mortality in sub-Saharan Africa but recent data on the interaction between Gd- and malaria among children is scarce. We hypothesised that, being a haemolytic factor, Gd- makes severe malarial anaemia (SMA) more common and even more severe. METHODOLOGY: We selected 930 children aged 0.5-12 years attending a reference hospital with microscopically proven falciparum malaria. G6PD and haemoglobin were typed by the fluorescent spot test and electrophoresis, respectively. Molecular typing by PCR and restriction enzyme digestion was also performed on 15% of randomly selected samples. Haematocrit (PCV) values, haemoglobin type, blood group, presence of sickle cell trait (HbAS), and parasite counts were compared between G6PD-normal and deficient children. RESULTS: Prevalence of Gd- was 16.4% and 8.1% among boys and girls with malaria, respectively. Mean PCV was 22.8% in deficient children compared with 21.0% in normal children (p = 0.041). In boys, 2.7% of Gd- had PCV ≤ 10%, as compared to 13.6% in Gd+ (p = 0.005). Similarly, 21.3% of Gd- had PCV ≤ 15% compared with 39.4% in Gd+ (p = 0.003). No such difference was found among girls. Overall, HbAS was typed in 7.6% and was more common in Gd- (13.0%) than in Gd+ (6.8%), but the difference was not statistically significant (p = 0.058). The mean parasite counts were significantly lower in Gd- (15477.5/µl) than in Gd+ (19784.4/µl; p = 0.013), and it was independent from HbAS. CONCLUSION: Gd- males but not females were significantly less likely to develop severe malarial anaemia.


Assuntos
Anemia/epidemiologia , Glucosefosfato Desidrogenase/genética , Malária/complicações , Anemia/genética , Criança , Pré-Escolar , Estudos Transversais , Impressões Digitais de DNA , Feminino , Predisposição Genética para Doença , Humanos , Lactente , Malária/genética , Masculino , Nigéria , Polimorfismo de Fragmento de Restrição , Prevalência , Fatores Sexuais
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