Dissertations / Theses on the topic 'Tropical disease; Africa'

Snakebite disproportionally affects children living in impoverished rural communities. The WHO has recently reinstated snakebites on its list of Neglected Tropical Diseases and launched a comprehensive Strategy for the Prevention and Control of Snakebite Envenoming. In the first of a two paper series, we describe the epidemiology, socioeconomic impact and key prevention strategies. We also explore current challenges and priorities including the production and distribution of safe and effective antivenom.
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The overarching aim of the thesis is the use of mathematical models to provide policy-relevant guidance to neglected tropical disease (NTD) control programmes, particularly those against schistosomiasis, identified following discussions with Schistosomiasis Control Initiative (SCI) staff, and utilising the SCl's extensive datasets from sub-Saharan Africa. Firstly, changes are estimated in the force of infection (Fa/) of schistosomes following annual control in Uganda, relative to baseline, expressed as the number of mature parasites acquired per host per year. It is known that praziquantel treatment results in significant reductions in infection intensity in treated individuals; however, the thesis shows that Fal reductions also result in benefits for untreated individuals. Models are developed, parameterized and fitted to Schistosoma mansoni (intestinal schistosomiasis) data from areas with differing initial endemicity, and results indicate significant and substantial reductions following treatment. Models are developed further to estimate reductions in the Fal of S. haematobium (urogenital schistosomiasis) and used in other SCI locations (Uganda, Tanzania, Burkina Faso, Niger, Mali, Zambia). Secondly, the thesis investigates changes in schistosome population genetic structure following chemotherapy to gain insights into the transmission and clinical processes of the disease. Large-scale chemotherapy-based control likely exerts strong selective pressure on parasite populations. Recently developed microsatellite markers have demonstrated significant reductions in S. mansoni genetic diversity following one round of treatment. This may have implications for the parasite's evolutionary potential and the future success of such campaigns. Stochastic re-sampling approaches are used to estimate the magnitude of changes, the robustness of the microsatellite markers used, and to identify optimum sampling frameworks in terms of numbers of hosts, and numbers of parasites per host required, in order to detect changes in parasite population structure. Finally, results are discussed in terms of the role that models can play in the implementation, monitoring and evaluation of programmes for NTD control, and current research gaps are high lighted.

Spatially-explicit information is essential for planning and implementing interventions against vector-borne diseases. This is also true for African trypanosomoses, a group of diseases of both humans and animals caused by protozoa of the Genus Trypanosoma, and transmitted by tsetse flies (Genus Glossina).

In this thesis the knowledge gaps and the requirements for an evidence-based decision making in the field of tsetse and trypanosomoses are identified, with a focus on georeferenced data and Geographic Information Systems (GIS). Datasets, tools and analyses are presented that aim to fill some of the identified knowledge gaps.

For the human form of the disease, also known as sleeping sickness, case detection and treatment are the mainstay of control, so that accurate knowledge of the geographic distribution of infections is paramount. In this study, an Atlas was developed that provides village-level information on the reported occurrence of sleeping sickness. The geodatabase underpinning the Atlas also includes the results of active screening activities, even when no cases were detected. The Atlas enables epidemiological maps to be generated at a range of scales, from local to global, thus providing evidence for strategic and technical decision making.

In the field of animal trypanosomosis control, also known as nagana, much emphasis has recently been placed on the vector. Accurate delineation of tsetse habitat appears as an essential component of ongoing and upcoming interventions against tsetse. The present study focused on land cover datasets and tsetse habitat. The suitability for tsetse of standardized land cover classes was explored at continental, regional and national level, using a combination of inductive and deductive approaches. The land cover classes most suitable for tsetse were identified and described, and tailored datasets were derived.

The suite of datasets, methodologies and tools presented in this thesis provides evidence for informed planning and implementation of interventions against African trypanosomoses at a range of spatial scales.
Doctorat en Sciences agronomiques et ingénierie biologique
info:eu-repo/semantics/nonPublished

Background: Hepatocellular Carcinoma (HCC) is the third most common cause of cancer related death worldwide and is often diagnosed by measuring serum Alpha-fetoprotein (AFP); a stand-alone biomarker with limited diagnostic proficiency. To compensate for this, AFP is commonly used in conjunction with high performance imaging and radiological methods. However, as the burden of HCC is predominantly in the developing world where such technologies are not readily available, it is imperative that efforts are made to pursue the discovery of novel, high performance, easy to measure and robust biomarkers. With the aim of improving on the diagnostic ability of AFP, our project focuses on the study of plasma proteins as identified by Mass Spectrometry (MS) in order to investigate differences seen in the respective proteomes of controls and subjects with liver cirrhosis (LC) and HCC. Methods: Matrix Assisted Laser Desorption Ionization Time-of-Flight MS (MALDI-TOF MS) was first attempted on weak cation exchange (WCX) fractionated plasma in a pilot selection of forty subjects. On the main case-control group, quantitative MS analysis using liquid chromatography electro spray ionization quadrupole time-of-flight (LC-ESI Q-TOF) was conducted on 339 subjects using a pooled expression profiling approach. Enzyme-linked immunosorbent assays (ELISA) and 1 and 2Dimentional electrophoresis methods were performed to validate and detail candidate protein levels and modification patters in individual and pooled subjects. The human plasma used for the MS based protein discovery experiments was collected as part of a five year Liver Cancer Case-control Study (Gambia, West Africa). A smaller set of samples from subjects who formed a spectrum of non-liver disease controls, LC and HCC were obtained from the Jos University Teaching Hospital (JUTH) in Nigeria and ELISA and gel electrophoresis assays conducted on them to confirm the trends and differences seen in the Gambian subject set. Results: Bioinformatic evaluation of MALDI-TOF data highlighted peak masses 2444m/z, 2583m/z and 2559m/z to have high diagnostic abilities based on area under curve (AUC) statistics of >0.75. Of these polypeptide fragments, one was identified as the plasma glycoprotein, alpha chain fibrinogen. Results from the large-scale label free discovery experiments indicated twenty-six proteins to be differentially expressed between the three subject groups. These prospective markers include proteins previously linked to HCC as well as novel candidates, namely glutathione peroxidase 3, serum amyloid p, carboxypeptidase N and complement factors I and H which have not been implicated in the context of HCC diagnostics. Direct measurement of Hemopexin (HPX), alpha-1-antitrypsin (α1AT), apolipoprotein A1 (Apo A1) and complement component 3 (CC3) levels confirmed their change in abundance in LC and HCC versus control patients. Further biochemical characterization of glycosylated HPX isolated from glycoprotein enriched plasma sample pools showed evidence of isoelectric point shifts, indicating differential glycosylation patterns in high mannose structures of HPX which may be disease stage linked. The direct measurements of HPX, α1AT, Apo A1 & CC3 conducted on the independent Nigerian subject group also confirmed much of the trends reported from the Gambia Liver Cancer Study (GLCS) plasma. Conclusions: The independently validated, significant changes in the quantitative expression of ApoA1, α1AT, CC3 and HPX could be exploited for development into high-performance affordable assays, usable in the diagnosis and monitoring of HCC and LC patients. The unique signatures observed for most of these proteins, from liver disease free controls to LC and HCC suggest their involvement in independent pathways. As such, combining some or all of these four markers within a diagnostic panel could offer a much-needed boost in robustness and accuracy for AFP. The differences in the processing and molecular weight separation of these proteins also offers a novel inroad into biomarker identification. These suggested disease specific signatures could with further study offer highly specific biomarkers able to discern the key stages that predispose individuals to hepatocarcinogenesis. Impact: This is the first MS based discovery and extensive validation study on West African subjects whose primary cause of HCC are the Hepatitis B Virus (HBV) and fungal toxins.

Neglected Tropical Diseases (NTDs) are both causes and manifestations of poverty in developing countries. Recent advocacy efforts have increased the profile of NTDs, and led to bold new control and elimination targets set for 2020 by the World Health Organisation. However there are multifaceted challenges in effectively implementing NTD interventions in resource-poor contexts that need to be understood and engaged. While there is a growing call by researchers and international agencies for a science of global health delivery to understand these complexities, the exact nature of this science remains contested. This thesis contributes to these debates by advancing a critical social science perspective on the factors that mediate intervention effectiveness for NTD control. Grounded in a social constructivist approach using mixed methods, it critiques prevailing orthodoxies by unpacking the nature, processes and outcomes of three large-scale NTD prevention programmes in Eastern Africa. Focused on different diseases, these case studies represent different types of intervention approaches: top-down, participatory and public-private partnership. The thesis traces the social, technical and environmental processes that mediate the delivery, adoption and use of particular health technologies, such as pit latrines, insecticides and vaccination. Together, these case studies reveal surprisingly similar reasons for why many interventions do not perform according to expectations. Despite new approaches that claim to overcome stereotypical challenges of top-down planning, narrow technocratic perspectives continue to play a defining role in maintaining disjunctions between global aspirations, local realities and intervention outcomes. New perspectives and changes in orientation are needed that emphasise flexibility, learning and adaptability to local contexts. Towards this end, the thesis outlines a conceptual framework based on a comparative analysis of the case studies that highlights five interrelated domains where effectiveness is determined: geographical/livelihood variation, local agency, incentives, the socio-materiality of technology and planning/governance. I argue that addressing the shortcomings of contemporary interventions requires that programme planners actively engage these domains by seeking to “order complexity.” Greater integration of social science perspectives into the management of NTD programmes would provide significant benefit. In these ways, the thesis contributes to wider debates about the nature of global health interventions and the influence of local contexts in mediating efforts to improve the health and wellbeing of the world’s poor and marginalised.

Against the background of a dilemma experienced by researchers during a genomics study at an established biomedical research centre in Kenya, the broad aims of this thesis are to develop appropriate responses to important ethical questions on sharing information on a common and serious genetic condition, sickle cell disorder, and assess the responsibilities of researchers in this regard. Using an empirical approach to normative reflection across two phases of qualitative research, I explore the nature of important moral concerns related to sharing sickle cell disease information from researchers’ and community members’ points of view; and develop a bottom-up normative analysis around the questions generated. This analysis interweaves community experiences, processes of community reasoning and ex situ normative reflection; placing community views and values centrally while referencing these to wider ethical debates, commentaries and guidelines in the literature. Two main outputs of this thesis are to provide recommendations for information sharing on SCD findings in the genomics study in Kilifi; and to propose a set of key issues to consider for this type of information in other studies and geographic settings. I conclude that researchers have a strong responsibility to share SCD information on affected children with families as a form of ancillary service (validating tests, counselling and care); but less responsibility to actively share carrier information. Concurrent responsibilities are working collaboratively with the Ministry of Health/District General Hospital to plan and implement services for SCD; ensuring counselling services support family stability as far as reasonably possible; and to build forms of community engagement and informed consent that counter risks of diagnostic interpretations of research.

Les kinétoplastidés sont des protozoaires flagellés responsables de maladies tropicales négligées mortelles telles que la leishmaniose viscérale (L. donovani et L. infantum) ou la trypanosomiase humaine africaine (T. brucei), pour lesquelles les traitements disponibles sont très limités. Depuis quelques années, on observe un regain d'intérêt pour le développement de nitrohétérocycles aromatiques anti-infectieux tels que le delamanide et le féxinidazole. De récentes études indiquent que l'activité anti-kinétoplastidés de ces dérivés repose sur leur bioactivation sélective par des nitroréductases parasitaires, conduisant à la formation de métabolites réduits électrophiles, fortement cytotoxiques. Suite à des études préliminaires réalisées dans notre équipe en série 8-nitroquinoléin-2(1H)-one, ces travaux de thèse portent sur la synthèse et l'étude in vitro de l'activité antiparasitaire de 80 dérivés notamment fonctionnalisés en positions 3 et 6 du pharmacophore par divers motifs, notamment via la mise au point de réactions d'halogénation sélective et de couplages pallado-catalysés. Ainsi, 5 nouvelles molécules hits (4 anti-kinétoplastidés et 1 sélective de T. brucei) ont été identifiées (0,01 µM ≤ CI50 ≤ 7 µM et 13 < IS < 1500), trois d'entre-elles étant des substrats sélectifs des nitroréductases parasitaires de type I. Afin de préciser les relations structure-activité, une étude des potentiels de réduction a également été menée. Des études physico-chimiques (solubilité, test de perméabilité PAMPA) et pharmacocinétiques in vitro (stabilité microsomale et fixation à l'albumine humaine) sont venues compléter ce travail. Enfin, des évaluations de la mutagénicité et de la génotoxicité de ces hits sur des cellules procaryotes et humaines ont été conduites, dans le but de statuer sur leur potentiel pharmaceutique antiparasitaire humain et vétérinaire
Kinetoplastids are flagellated protozoan parasites responsible for lethal neglected tropical diseases, such as visceral leishmaniasis (L. donovani and L. infantum) or sleeping sickness (T. brucei brucei), for which very few drugs are available. Nowadays, nitroheterocyclic compounds present a renewed interest as anti-infective agents, as illustrated by the development of fexinidazole and delamanid. Some recent studies demonstrated that the antikinetoplastid activity of these derivatives involves their selective bioactivation by parasitic nitroreductases, leading to the formation of electrophilic reduced metabolites, highly cytotoxic. Based on preliminary studies conducted in our team in 8-nitroquinolin-2(1H)-one series, this PhD work is about the synthesis and in vitro antiparasitic study of 80 derivatives mainly functionalized at positions 3 and 6 of the pharmacophore by various substituents, especially via the optimization of selective halogenation and pallado-catalyzed cross coupling reactions. Thereby, 5 new hit compounds (4 antikinetoplastid and 1 selective of T. brucei) were identified (0.01 µM ≤ IC50 ≤ 7 µM and 13 < SI < 1500), three of them being selective substrates of type I parasitic nitroreductases. In order to refine the structure-activity relationship studies, an analysis of reduction potentials was also conducted. In vitro physicochemical (solubility, PAMPA permeability assay) and pharmacokinetic (microsomal stability and human albumin binding) experiments completed this work. Finally, the mutagenicity and genotoxicity evaluations of these new hit compounds toward prokaryotic and human cells were realized, in order to assess their human and veterinary antiparasitic pharmaceutical potential

Background: Human African Trypanosomiasis (HAT) also called sleeping sickness is an infectious disease in humans caused by an extracellular protozoan parasite. The disease, if left untreated, results in 100% mortality. Currently available drugs are full of severe drawbacks and fail to escape the fast development of trypanosoma resistance. Due to similarities in cell metabolism between cancerous tumors and trypanosoma cells, some of the current registered drugs against HAT have also been tested in cancer chemotherapy. Here we demonstrate for the first time that the simple ester, ethyl pyruvate, comprises such properties. Results: The current study covers the efficacy and corresponding target evaluation of ethyl pyruvate on T. brucei cell lines using a combination of biochemical techniques including cell proliferation assays, enzyme kinetics, phasecontrast microscopic video imaging and ex vivo toxicity tests. We have shown that ethyl pyruvate effectively kills trypanosomes most probably by net ATP depletion through inhibition of pyruvate kinase (Ki = 3.0±0.29 mM). The potential of ethyl pyruvate as a trypanocidal compound is also strengthened by its fast acting property, killing cells within three hours post exposure. This has been demonstrated using video imaging of live cells as well as concentration and time dependency experiments. Most importantly, ethyl pyruvate produces minimal side effects in human red cells and is known to easily cross the blood-brain-barrier. This makes it a promising candidate for effective treatment of the two clinical stages of sleeping sickness. Trypanosome drug-resistance tests indicate irreversible cell death and a low incidence of resistance development under experimental conditions. Conclusion: Our results present ethyl pyruvate as a safe and fast acting trypanocidal compound and show that it inhibits the enzyme pyruvate kinase. Competitive inhibition of this enzyme was found to cause ATP depletion and cell death. Due to its ability to easily cross the bloodbrain- barrier, ethyl pyruvate could be considered as new candidate agent to treat the hemolymphatic as well as neurological stages of sleeping sickness.

Malaria remains one of the world's major health problems, especially in developing countries. A better understanding of the pathology and pathophysiology of severe malaria is key to develop new treatments. Different approaches have been used in malaria research including the in vitro co-culture models with endothelial cells and both murine and simian animal models. However these are open to controversy due to disagreement on their representativeness of human disease. Using human post-mortem tissue in malaria research is another important approach but is practically challenging, limiting the availability of post mortem samples from malaria patients. The work in this thesis had two main themes. First I examined the role of the endothelial signalling Angiopoetin-Tie-2 receptor pathway in malaria. Ang-2 has been shown to be a significant biomarker of severe and fatal malaria. I examined the tissue specific expression of proteins from this pathway in post-mortem brain tissues from fatal malaria cases, but found no difference between cerebral malaria and non-cerebral malaria cases. Ang-2 correlated with the severity of malaria in these patients. An attempt to examine the interaction of hypoxia and the Ang-Tie-2 pathway in vitro using a co-culture model of human brain endothelial cells was unsuccessful due to contamination of the cell line. The second part of the thesis aimed to utilise molecular pathology techniques including miRNA and whole-genome microarrays. I have shown for the first time that these can be successfully applied to human post-mortem tissue in malaria. First I used archival tissues to examine the microRNA signature in the kidney of patients with malaria associated renal failure. Second I optimised a protocol to preserve post mortem tissue for molecular pathology, from an autopsy study in Mozambique. Using the subsequent total mRNA transcriptomic data and bioinformatics analysis this work has expanded our knowledge of differential gene expression and the families of genes which are dysregulated in the brain in response to malaria infection.

Multidrug-resistant tuberculosis (MDR-TB) is a threat to global tuberculosis (TB) control. Its management in human immunodeficiency virus (HIV) co-infected patients has been a challenging experience. There is however paucity of data on the effects of antiretroviral treatment (ART) before or after starting MDR-TB treatment. Therefore the objectives of this study were to describe the clinical characteristics and outcomes of MDR-TB treatment; and determine the predictors of mortality, cure and failure in HIV-TB co-infected patients who were started on ART before and after commencement of MDR-TB treatment.

碩士
國立政治大學
法律科際整合研究所
104
Parasitic diseases (PDs) not only cause the huge health hazards to African populations, but also they further severely impact on African socio-economic system as resulting in huge economic and health losses as assessed by disability adjusted life-years. Since it is not easy for Africans to access the essential medicine to treat PDs, many of them will seek for the help of local healers in tribal communities to treat PDs. Although these traditional herbs are readily available, the content and quality of drug ingredients may even cause serious fatal side effects. Poor countries with insufficiencies or lacks of the pharmaceutical capacities may still access the patented medicines or cheaper generics to solve the national crisis caused by the specific public health events through compulsory licensing (CL) based on "national emergency or the other emergency situations" according to TRIPS Article 31 and Doha Declaration on the fifth and sixth paragraph due to that the large international pharmaceutical companies consider unprofitable, unwilling to spend money to invest on the research and development (R&D) of new drugs for prevention or treatment purpose. Moreover, the high-income countries also tend to exert some of the economic sanctions to force those poor countries to enact national patent law in order to protect drug patents. Furthermore, the mandatory obstacle of exportation authorized by CL from the amended TRIPS Agreement Article 31 (f) by the Doha Declaration has been improved; nevertheless, it is still fraught with difficulties in utilization of CL for the exporting countries because this should be dependent on whether they may actually get the supports from political and the pharmaceutical industry. Application of patent pools model may benefit to reduce transaction costs or legal dispute thus reconciling and resolving issues related to CL as well as doctrine of patent exhaustion and that it is beneficial to help solve dilemma for African countries to access patented drugs. Because Africans severely suffer from disabled caused by PDs thus leading to long-term pain and health life losses, African countries can grant CL as PDs may be regarded as national crisis like SARS causing "national emergency or the other emergency situations" as authorized from TRIPS Agreement Article 31 (f) and Doha Declaration paragraph 5 (c). Although the practice of individual licensing with royalty-free for BVGH is somewhat different from that of traditional patent pools, this licensing practice mode is beneficial to innovation in new drugs R&D to improve the side effects and drug-resistance of traditional essential medicines and help African countries to access patented new drugs in the future. Finally, it is recommended to cooperate with Award Foundation to encourage incentive for pharmaceutical companies which contribute most to new drugs R&D and voluntary licensing to BVGH. Owing to global warming and recent emergence of huge refugees into Europe rare PDs will be obviously spread out thus causing severe impacts on well-established public health system as leading to emergence of PDs in developed countries like Europe. Altogether, such situations definitely provide a good incentive in new drugs R&D for pharmaceutical companies; however, it guarantees concerns on anti-competitive and monopoly issues derived by biomedical pools in the future.

African trypanosomes are protozoan parasites that cause African trypanosomiasis, diseases that affect humans and their livestock. Not only has trypanosomiasis had an overwhelming effect on the development of tropical Africa in the past, but it also constitutes one of the most significant present economic problems of the continent. Trypanosomes alternate between a mammalian host and a tsetse vector using a complex life cycle. In the mammalian host the trypanosomes live as bloodstream forms (BSFs) that are so proficient at antigenic variation, and thus host immune system evasion, that no suitable vaccine candidates have yet been identified. In contrast, the lifecycle stages that exist in the tsetse vector do not undergo antigenic variation. This potentially makes the vector-occupying trypanosomes much better targets for control if strategies can be devised to disrupt their lifecycle in the vector or to interfere with their transmission to mammalian hosts. The primary impediment to developing strategies for disruption of trypanosome life cycles in tsetse is a lack of understanding of the molecular basis of trypanosome-tsetse interactions. Although several major surface molecules have been identified on insect form trypanosomes, these have not been well studied due to a lack of appropriate antibody probes and to the difficulty in obtaining sufficient quantities of the different parasite life cycle stages required for such molecular studies. My thesis research was focused on developing and using monoclonal antibody probes for analysis of expression of major surface molecules of Trypanosoma congolense, a serious pathogen of cattle in Africa. I used this species of trypanosome since in addition to being a socioeconomically important parasite, all four of its major life cycle stages can be grown in vitro in amounts sufficient for immunochemical analysis. I successfully derived and characterized monoclonal antibodies that were useful for detecting the three major surface proteins of T. congolense insect forms: glutamic acid/alanine rich protein (GARP), the T. congolense heptapeptide repeat protein (TcHRP) and congolense epimastogote specific protein (CESP). Selected monoclonal antibody probes were then employed for expression analysis of these molecules throughout the parasite life cycle using in vitro grown trypanosomes and parasites taken directly from infected tsetse. In addition, I determined the peptide epitopes for two of my GARP-specific monoclonal antibodies and in collaboration with Dr. Martin Boulanger and Jeremy Mason was able to localize the epitopes on a high resolution three-dimensional structure obtained by X-ray crystallography. This allowed us to derive a model that describes the orientation of GARP in the trypanosome surface membrane and explains the possible structure-function relationships involved in replacement of the bloodstream form variant surface glycoprotein (VSG) by GARP as trypanosomes differentiate in the tsetse vector after a bloodmeal.

Die Weltgesundheitsorganisation WHO schätzte die Zahl der an Malaria erkrankten Menschen im Jahr 2009 auf weltweit 225 Millionen. Auf dem afrikanischen Kontinent betrafen 85% der durch Malaria verursachten Todesfälle Kinder unter fünf Jahren. Obwohl die Inzidenzen der P. falciparum-Malaria in einigen Teilen des subsaharischen Afrika sinken und andere Erkrankungen mit ähnlichen Symptomen wie denen der Malaria an Bedeutung gewinnen, ist eine vorsorgliche medikamentöse Behandlung im Verdachtsfall weiterhin üblich. Ziel dieser Arbeit ist die Generierung eines auf das Lebensalter bezogenen klinischen Algorithmus, der mit einfachen klinischen Symptomen die Diagnose einer P. falciparum - Parasitämie ermöglicht. Die Studie wurde in einem ländlichen Krankenhaus in der Ashanti-Region in Ghana durchgeführt, welche über das ganze Jahr hinweg holoendemisch für Malaria ist. Insgesamt wurden 5447 ambulante Besuche von 3641 Patienten im Alter zwischen 2-60 Monaten analysiert. Alle Kinder wurden von einem Pädiater klinisch untersucht und es wurden ein kleines Blutbild sowie ein Malariaausstrich (‘Dicker Tropfen’) angefertigt. Mit Hilfe einesClassification and Regression Tree (CART) wurde ein klinischer Entscheidungsbaum für die Prädiktion einer Plasmodium-Parasitämie generiert und prädiktive Werte für alle erfassten Symptome berechnet. Eine Parasitämie wurde bei Kindern im Alter von 2-12 Monaten mit einer Prävalenz von 13.8% und bei Kindern im Alter zwischen 12 und 60 Monatenmit einer Prävalenz von 30.6% gefunden. Das CART-Modell ergab altersabhängige Unterschiede in der Fähigkeit der Variablen eine Parasitämie vorherzusagen. Während sich bei Kindern im Alter zwischen 2 und 12 Monaten die „palmare Blässe“ als das wichtigste Symptom herausstellte, gewannen die Variablen „Fieber in der Anamnese“ und „erhöhte Körpertemperatur ≥ 37.5°C“ bei Kindern im Alter zwischen 12 und 60 Monaten an Bedeutung. Die Variable „palmare Blässe“ war bei Kindern jedes Alters signifikant (p<0.001) mit niedrigeren Hämoglobinwerten assoziiert. Im Vergleich zum Algorithmus des Integrated Management of Childhood Illness (IMCI) hatte das CART-Modell eine deutlich höhere Spezifität sowie einen höheren positiven prädiktiven Wert für die Vorhersage einer Parasitämie. Die Anwendung von altersbezogenen Algorithmen erhöht die Spezifität der Vorhersage einer P. falciparum - Parasitämie. Selbst in einer Population mit einer hohen Prävalenz an Anämie ermöglicht der prädiktive Wert der „palmaren Blässe“ eine Erkennung von signifikant geringeren Hb-Werten. Die Bedeutung der „palmaren Blässe“ sollte daher in der Schulung von Gesundheitshelfern hervorgehoben werden. Mangels ausreichender Sensitivität kann allerdings weder auf Basis des besten Algorithmus noch mit „palmarer Blässe“ als einzelnem klinischem Zeichen eine Therapieentscheidung getroffen werden. Sie sind daher kein Ersatz für eine vorsorgliche medikamentöse Behandlung und einen Erregernachweis.