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1.
PLoS One ; 15(4): e0231358, 2020.
Article in English | MEDLINE | ID: mdl-32310983

ABSTRACT

BACKGROUND: Malaria data reported through Mozambique's routine health information system are used to guide the implementation of prevention and control activities. Although previous studies have identified issues with the quality of aggregated data reported from public health facilities in the country, no studies have evaluated the quality of routine indicators recorded in health facility registries. This study addresses this issue by comparing indicators calculated from data from exit interviews and re-examinations of patients with data based on registry records from health facilities in order to measure the quality of registry data and data reporting in three provinces in Mozambique. METHODS: Data were collected from 1,840 outpatients from 117 health facilities in Maputo, Zambézia, and Cabo Delgado Provinces interviewed and examined as part of a malaria-specific health facility survey. Key indicators based on exit interview / re-examination data were compared to the same indicators based on records from health facility registries. Multivariable regression was performed to identify factors associated with indicators matching in re-examination / exit interview data and health facility registries. Aggregated indicators abstracted from facility registries were compared to those reported through the routine health management information system (HMIS) for the same time period. RESULTS: Sensitivity of exit interview / re-examination data compared with those recorded in facility registries was low for all indicators in all facilities. The lowest sensitivities were in Maputo, where the sensitivity for recording negative RDT results was 9.7%. The highest sensitivity was for recording positive RDT results in Cabo Delgado, at 75%. Multivariable analysis of factors associated with agreement between gold standard and registry data showed patients were less likely to be asked about having a fever in the triage ward in Maputo and Cabo Delgado (adjusted Odds Ratio 0.75 and 0.39 respectively), and in the outpatient ward in Cabo Delgado (aOR = 0.37), compared with the emergency department. Patients with positive RDT were also more likely to have RDT results recorded in all three provinces when patients had been managed according to national treatment guidelines during initial examination. Comparison of retrospective data abstracted from facility registries to HMIS data showed discrepancies in all three provinces. The proportion of outpatient cases with suspected and confirmed malaria were similar in registry and HMIS data across all provinces (a relatively low difference between registry and HMIS data of 3% in Maputo and Zambézia), though the total number of all-cause outpatient cases was consistently higher in the HMIS. The largest difference was in Maputo, where a total of 87,992 all-cause outpatient cases were reported in HMIS, compared with a total of 42,431 abstracted from facility registries. CONCLUSION: This study shows that care should be taken in interpreting trends based solely on routine data due to data quality issues, though the discrepancy in all-cause outpatient cases may be indicative that register availability and storage are important factors. As such, simple steps such as providing consistent access and storage of registers that include reporting of patient fever symptoms might improve the quality of routine data recorded at health facilities.


Subject(s)
Diagnostic Tests, Routine/standards , Malaria/diagnosis , Cross-Sectional Studies , Data Collection , Diagnostic Tests, Routine/methods , Fever/etiology , Health Facilities , Health Personnel/psychology , Humans , Immunoassay/methods , Immunoassay/standards , Interviews as Topic , Malaria/parasitology , Malaria/pathology , Mozambique , Plasmodium falciparum/metabolism , Protozoan Proteins/analysis , Registries , Retrospective Studies
2.
Malar J ; 18(1): 162, 2019 May 06.
Article in English | MEDLINE | ID: mdl-31060605

ABSTRACT

BACKGROUND: Fever associated with malaria is the leading cause of health care-seeking in Mozambique, yet there is limited evidence on the quality of malaria case management. This study evaluated the quality of malaria service provision offered in public health facilities in Mozambique. METHODS: A cross-sectional assessment was conducted in April-May 2018 in three provinces of Mozambique: Maputo Province (low malaria burden), Cabo Delgado (high), and Zambézia (high). The study included all secondary and tertiary facilities and a random sample of primary facilities in each province. Data collection included exit interviews and re-examinations of 20 randomly selected outpatient service patients, interviews with up to five health care providers and the health facility director, a stockroom inventory and routine data abstraction. RESULTS: A total of 319 health care providers and 1840 patients from 117 health facilities were included. Of these, 1325 patients (72%) had suspected malaria (fever/history of fever) and 550 (30%) had febrile, confirmed malaria with the highest burden in Cabo Delgado (43%), followed by Zambézia (34%) and Maputo Province (2%). Appropriate management of malaria cases, defined as testing malaria suspects and treating confirmed cases with the correct dose of anti-malarial, was highest in Zambézia and Cabo Delgado where 52% (95% CI 42-62) and 49% (42-57) of febrile malaria cases were appropriately managed, respectively. Only 14% (5-34) of febrile cases in Maputo Province were appropriately managed. The biggest gap in the malaria case management pathway was failure to test febrile patients, with only 46% of patients with this indication tested for malaria in Maputo Province. Additionally, anti-malarial treatment of patients with a negative malaria test result was common, ranging from 8% (2-23) in Maputo Province to 22% (14-32) of patients with a negative test in Zambézia. Only 58-62% of patients prescribed an anti-malarial correctly recited dosing instructions. Provider training and malaria knowledge was low outside of Zambézia and supervision rates were low in all provinces. Factors associated with correct case management varied by province and included patient age, facility type, treatment and testing availability, supervision, and training. CONCLUSION: These findings underscore the need to strengthen provider testing of all patients with fever, provider adherence to negative test results, and effective counselling of patients across epidemiological settings in Mozambique.


Subject(s)
Health Facilities/statistics & numerical data , Malaria/drug therapy , Public Health/statistics & numerical data , Quality of Health Care , Adolescent , Adult , Ambulatory Care , Antimalarials/therapeutic use , Child , Child, Preschool , Cross-Sectional Studies , Disease Management , Female , Fever/drug therapy , Health Personnel/standards , Health Personnel/statistics & numerical data , Humans , Infant , Malaria/epidemiology , Male , Mozambique/epidemiology , Patient Acceptance of Health Care , Young Adult
3.
Sci Rep ; 8(1): 9238, 2018 06 18.
Article in English | MEDLINE | ID: mdl-29915366

ABSTRACT

Malaria is a major cause of morbidity and mortality in Mozambique. We present a malaria early warning system (MEWS) for Mozambique informed by seven years of weekly case reports of malaria in children under 5 years of age from 142 districts. A spatio-temporal model was developed based on explanatory climatic variables to map exceedance probabilities, defined as the predictive probability that the relative risk of malaria incidence in a given district for a particular week will exceed a predefined threshold. Unlike most spatially discrete models, our approach accounts for the geographical extent of each district in the derivation of the spatial covariance structure to allow for changes in administrative boundaries over time. The MEWS can thus be used to predict areas that may experience increases in malaria transmission beyond expected levels, early enough so that prevention and response measures can be implemented prior to the onset of outbreaks. The framework we present is also applicable to other climate-sensitive diseases.


Subject(s)
Malaria/epidemiology , Child, Preschool , Climate , Epidemics , Geography , Humans , Incidence , Models, Statistical , Mozambique/epidemiology
4.
J Immunol Res ; 2015: 162639, 2015.
Article in English | MEDLINE | ID: mdl-26491700

ABSTRACT

To examine human gene expression during uncomplicated P. falciparum malaria, we obtained three samples (acute illness, treatment, and recovery) from 10 subjects and utilized each subject's recovery sample as their baseline. At the time of acute illness (day 1), subjects had upregulation of innate immune response, cytokine, and inflammation-related genes (IL-1ß, IL-6, TNF, and IFN-γ), which was more frequent with parasitemias >100,000 per µL and body temperatures ≥ 39°C. Apoptosis-related genes (Fas, BAX, and TP53) were upregulated acutely and for several days thereafter (days 1-3). In contrast, the expression of immune-modulatory (transcription factor 7, HLV-DOA, and CD6) and apoptosis inhibitory (c-myc, caspase 8, and Fas Ligand G) genes was downregulated initially and returned to normal with clinical recovery (days 7-10). These results indicate that the innate immune response, cytokine, and apoptosis pathways are upregulated acutely in uncomplicated malaria with concomitant downregulation of immune-modulatory and apoptosis inhibitory genes.


Subject(s)
Gene Expression , Malaria, Falciparum/genetics , Adolescent , Apoptosis/genetics , Case-Control Studies , Child , Child, Preschool , Cluster Analysis , Computational Biology , Female , Gene Expression Profiling , Gene Regulatory Networks , Humans , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Male , Parasitemia , Reproducibility of Results , Temperature
5.
Ecohealth ; 12(1): 144-51, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25480320

ABSTRACT

West Nile virus has caused several outbreaks among humans in the Phoenix metropolitan area (Arizona, southwest USA) within the last decade. Recent ecologic studies have implicated Culex quinquefasciatus and Culex tarsalis as the mosquito vectors and identified three abundant passerine birds-great-tailed grackle (Quiscalus mexicanus), house sparrow (Passer domesticus), and house finch (Haemorhous mexicanus)-as key amplifiers among vertebrates. Nocturnal congregations of certain species have been suggested as critical for late summer West Nile virus amplification. We evaluated the hypothesis that house sparrow (P. domesticus) and/or great-tailed grackle (Q. mexicanus) communal roost sites (n = 22 and n = 5, respectively) in a primarily suburban environment were spatially associated with West Nile virus transmission indices during the 2010 outbreak of human neurological disease in metropolitan Phoenix. Spatial associations between human case residences and communal roosts were non-significant for house sparrows, and were negative for great-tailed grackle. Several theories that explain these observations are discussed, including the possibility that grackle communal roosts are protective.


Subject(s)
Passeriformes/virology , West Nile Fever/transmission , West Nile virus/physiology , Animals , Arizona/epidemiology , Culex/virology , Humans , Population Surveillance , Social Behavior , Sparrows/virology , Spatial Analysis , Suburban Population/statistics & numerical data , West Nile Fever/epidemiology , West Nile Fever/virology
6.
J Am Mosq Control Assoc ; 29(2): 123-32, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23923326

ABSTRACT

In 2010, Arizona experienced an unusually early and severe outbreak of West Nile virus (WNV) centered in the southeast section of Maricopa County. Entomological data were collected before and during the outbreak, from May 25 through July 31, 2010, using the CO2-baited light trap monitoring system maintained by Maricopa County Vector Control. In the outbreak area, the most abundant species in the Town of Gilbert and in the area covered by the Roosevelt Water Conservation District was Culex quinquefasciatus, constituting 75.1% and 71.8% of the total number of mosquitoes collected, respectively. Vector index (VI) profiles showed that the abundance of infected Cx. quinquefasciatus peaked prior to human cases, suggesting that this species was involved in the initiation of the outbreak. In contrast, the VI profiles for Cx. tarsalis were consistently low, suggesting limited involvement in initiating and sustaining transmission. Taken together, the higher abundance and the VI profiles strongly suggest that Cx. quinquefasciatus was the primary vector for this outbreak. The VI profiles consistently showed that the abundance of infected mosquitoes peaked 1 to 2 wk before the peaks of human cases, suggesting that VI could have successfully been utilized to predict the WNV outbreak in Maricopa County, AZ, in 2010.


Subject(s)
Culex/virology , Disease Outbreaks , Insect Vectors/virology , West Nile Fever/epidemiology , West Nile virus/isolation & purification , Animals , Arizona/epidemiology , Culex/physiology , Culicidae/physiology , Female , Humans , Insect Vectors/physiology , Population Density , Retrospective Studies , Seasons , Species Specificity , West Nile Fever/transmission
7.
J Clin Microbiol ; 48(12): 4630-3, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20926707

ABSTRACT

We used a whole-genome scanning technique to identify the NADH dehydrogenase gamma subunit (nuoG) primer set that is sensitive and specific enough to detect a diverse number of Bartonella species in a wide range of environmental samples yet maintains minimal cross-reactivity to mammalian host and arthropod vector organisms.


Subject(s)
Arthropod Vectors/microbiology , Bacteriological Techniques/methods , Bartonella/isolation & purification , Environmental Microbiology , Mammals/microbiology , NADH Dehydrogenase/genetics , Polymerase Chain Reaction/methods , Animals , Bartonella/genetics , Cluster Analysis , DNA Primers/genetics , DNA, Bacterial/genetics , Genome, Bacterial , Humans , Phylogeny , Protein Subunits/genetics , Sensitivity and Specificity , Sequence Analysis, DNA , Sequence Homology
8.
Vector Borne Zoonotic Dis ; 10(5): 429-34, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20017718

ABSTRACT

Ectoparasites, including chigger mites (genera Leptotrombidium, Schoengastia, and Blankarrtia) and one tick (genus Haemaphysalis) collected from wild-caught rodents in Thailand, were assessed for the presence of Bartonella DNA by using a polymerase chain reaction assay targeting the 16S-23S intergenic spacer region and citrate synthase gene (gltA). Of the 41 pooled samples tested, 34 were positive for Bartonella DNA. Sequence analysis demonstrated that DNA detected in 33 chigger mite pools and one tick pool was similar to Bartonella tamiae sequences previously isolated from three patients in Thailand. This is the first report of the detection of B. tamiae DNA in chigger mites; additional field and experimental investigations are required to determine the role of chigger mites as potential vectors of B. tamiae.


Subject(s)
Bartonella Infections/microbiology , Bartonella/isolation & purification , DNA, Bacterial/isolation & purification , Mites/microbiology , Rodentia/parasitology , Ticks/microbiology , Animals , Arthropod Vectors , Bartonella/genetics , Bartonella Infections/epidemiology , DNA, Intergenic/genetics , Ectoparasitic Infestations/epidemiology , Ectoparasitic Infestations/parasitology , Ectoparasitic Infestations/veterinary , Humans , Phylogeny , Thailand/epidemiology
9.
Am J Trop Med Hyg ; 79(6): 887-92, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19052298

ABSTRACT

Although SYBR Green is used to estimate copy number, its fluorescence varies with amplicon length and adenine/thymine (AT) content. As a result, threshold cycle (Ct) values obtained using real-time polymerase chain reaction (PCR) are lower for longer amplicons (P<0.001) and amplicons with greater AT content (P<0.001). In contrast, neither amplicon length nor AT content affects the Ct with TaqMan probes or LUX-labeled primers. Because SYBR Green yields lower Cts with AT-rich templates and longer templates, it overestimates copy number for those templates. Therefore, sequence-specific methods such as TaqMan probes or LUX-labeled primers should be considered when using real-time PCR to estimate copy number if the amplicons generated are AT-rich or vary in length.


Subject(s)
DNA, Protozoan/chemistry , Fluorescent Dyes/chemistry , Organic Chemicals/chemistry , Plasmodium falciparum/genetics , Polymerase Chain Reaction/methods , Adenine/chemistry , Animals , Anopheles , Base Sequence , Benzothiazoles , DNA/chemistry , Diamines , Female , Fluorescence , Humans , Quinolines , Regression Analysis , Sensitivity and Specificity , Thymine/chemistry
10.
Emerg Infect Dis ; 12(3): 475-82, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16704787

ABSTRACT

Simultaneous infection with multiple pathogens of the same species occurs with HIV, hepatitis C, Epstein-Barr virus, dengue, tuberculosis, and malaria. However, available methods do not distinguish among or quantify pathogen genotypes in individual patients; they also cannot test for novel insertions and deletions in genetically modified organisms. The strategy reported here accomplishes these goals with real-time polymerase chain reaction (PCR) and capillary electrophoresis. Real-time PCR with allotype-specific primers defines the allotypes (strains) present and the intensity of infection (copy number). Capillary electrophoresis defines the number of genotypes within each allotype and the intensity of infection by genotype. This strategy can be used to study the epidemiology of emerging infectious diseases with simultaneous infection by multiple genotypes, as demonstrated here with malaria. It also permits testing for insertions or deletions in genetically modified organisms that may be used for bioterrorism.


Subject(s)
Genotype , Malaria, Falciparum/parasitology , Plasmodium falciparum/genetics , Adolescent , Adult , Animals , Child , Electrophoresis, Capillary/methods , Humans , Polymerase Chain Reaction/methods , Time Factors
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