Estimation of fetal and effective dose for CT examinations

Doses from CT examinations are difficult to estimate. However, they are requested more frequently due to the increase in CT examinations. In particular, fetal dose estimations are frequently required for patients who have discovered, subsequent to the examination, that they were pregnant when the examination was conducted. A computer model has been developed to facilitate such dose calculations. This model combines empirical beam data with anatomical information. The model has been verified using thermoluminescent dosemeter (TLD) readings of internal and surface dose from both phantoms and patients, including intrauterine doses for patients undergoing afterloading gynaecological intracavitary treatment. Although only limited experimental data were available, the results indicate that the model accurately predicts uterine doses within acceptable errors. This approach has been validated for fetal dose estimation. The model was also used in a comparison with the nationally available CT dose data from the National Radiological Protection Board (NRPB). The two models were found to be in agreement for fetal dose estimations.

Prescription contraception use: a cross-sectional population study of psychosocial determinants

Objective: Many forms of contraception are available on prescription only for example, the oral contraceptive pill (OCP) and long-acting reversible contraceptives (LARCs). In this analysis we aim to identify key determinants of prescription contraceptive use.

Design: Cross-sectional population survey. Data on sociodemographic indices, concerns about the OCP and perceived barriers to access were collected.

Setting: Data set constructed from a representative population-based telephone survey of community dwelling adults in the Republic of Ireland (RoI)

Participants: 1515 women aged between 18 and 45 years

Main outcome measure: Self-reported user of the OCP or LARCs (intrauterine contraception, contraceptive injections or subdermal contraceptive implants) in the previous 12 months.

Results: For at least some of the previous year, 35% had used the OCP and 14% had used LARCs, while 3% had used two or more of these methods. OCP users were significantly younger, more likely to be unmarried and had higher income than non-users. Overall, 68% agreed with the statement ‘that taking a break from long-term use of the contraceptive pill is a good idea’ and 37% agreed with the statement that ‘the OCP has dangerous side effects’ and this was the strongest predictor variable of non-use of the OCP. Intrauterine contraception users were significantly older, more likely to be married and had lower income than non-users. Injections or subdermal contraceptive implant users were significantly younger, less likely to be married, had lower income and were less likely to agree that taking a break from long-term use of the pill is a good idea than non-users.

Conclusions: Prescription contraceptive use is sociodemographically patterned, with LARCs in particular being associated with lower incomes in the RoI. Concerns about the safety of the OCP remain prevalent and are important and modifiable determinants of contraceptive-related behaviour.

Psychological distress in mothers of children admitted to a nutritional rehabilitation unit in Malawi - a comparison with other paediatric wards

In a previous study we found a very high prevalence of psychological distress in mothers of children admitted to a nutritional rehabilitation unit (NRU) in Malawi, Africa. The objective of this study was to compare the prevalence and severity of maternal distress within the NRU with that in other paediatric wards. Given the known association between poor maternal psychological well-being and child undernutrition in low- and middle-income countries, we hypothesised that distress would be higher among NRU mothers. Mothers of consecutive paediatric inpatients in a NRU, a high-dependency (and research) unit and an oncology ward were assessed for psychological distress using the Self-Reporting Questionnaire (SRQ). Two hundred sixty-eight mothers were interviewed (90.3% of eligible). The prevalence of SRQ score ≥8 was 35/150 {23.3% [95% confidence interval (CI) 16.8- 30.9%]} on the NRU, 13/84 [15.5% (95% CI 8.5-25.0%)] on the high-dependency unit and 7/34 [20.6% (95% CI 8.7-37.9%)] on the oncology ward (χ(2)  = 2.04, P = 0.36). In linear regression analysis, the correlates of higher SRQ score were child diarrhoea on admission, child diagnosed with tuberculosis, and maternal experience of abuse by partner; child height-for-age z-score fell only just outside significance (P = 0.05). In summary, we found no evidence of greater maternal distress among the mothers of severely malnourished children within the NRU compared with mothers of paediatric inpatients with other severe illnesses. However, in support of previous research findings, we found some evidence that poor maternal psychological well-being is associated with child stunting and diarrhoea.

Metabonomics of human amniotic fluid for prenatal diagnostics

O trabalho apresentado nesta tese teve como principais objectivos contribuir para o conhecimento da composição do líquido amniótico humano (LA), colhido no 2º trimestre de gravidez, assim como investigar possíveis alterações na sua composição devido à ocorrência de patologias pré-natais, recorrendo à metabonómica e procurando, assim, definir novos biomarcadores de doenças da grávida e do feto. Após uma introdução descrevendo o estado da arte relacionado com este trabalho (Capítulo 1) e os princípios das metodologias analíticas usadas (Capítulo 2), seguida de uma descrição dos aspectos experimentais associados a esta tese (Capítulo 3), apresentam-se os resultados da caracterização da composição química do LA (gravidez saudável) por espectroscopia de ressonância magnética nuclear (RMN), assim como da monitorização da sua estabilidade durante o armazenamento e após ciclos de congelamento-descongelamento (Capítulo 4). Amostras de LA armazenadas a -20°C registaram alterações significativas, tornando-se estas menos pronunciadas (mas ainda mensuráveis) a -70°C, temperatura recomendada para o armazenamento de LA. Foram também observadas alterações de composição após 1-2 ciclos de congelamento-descongelamento (a ter em conta aquando da reutilização de amostras), assim como à temperatura ambiente (indicando um período máximo de 4h para a manipulação e análise de LA). A aquisição de espectros de RMN de 1H de alta resolução e RMN acoplado (LC-NMR/MS) permitiu a detecção de 75 compostos no LA do 2º trimestre, 6 dos quais detectados pela primeira vez no LA. Experiências de difusão (DOSY) permitiram ainda a caracterização das velocidades de difusão e massas moleculares médias das proteínas mais abundantes. O Capítulo 5 descreve o estudo dos efeitos de malformações fetais (FM) e de cromossomopatias (CD) na composição do LA do 2º trimestre de gravidez. A extensão deste trabalho ao estudo dos efeitos de patologias no LA que ocorrem no 3º trimestre de gravidez é descrita no Capítulo 6, nomeadamente no que se refere ao parto pré-termo (PTD), pré-eclampsia (PE), restrição do crescimento intra-uterino (IUGR), ruptura prematura de membranas (PROM) e diabetes mellitus gestacional (GDM). Como complemento a estes estudos, realizou-se uma análise preliminar da urina materna do 2º trimestre para o estudo de FM e GDM, descrita no Capítulo 7. Para interpretação dos dados analíticos, obtidos por espectroscopia RMN de 1H, cromatografia líquida de ultra eficiência acoplada a espectrometria de massa (UPLC-MS) e espectroscopia do infravermelho médio (MIR), recorreu-se à análise discriminante pelos métodos dos mínimos quadrados parciais e o método dos mínimos quadrados parciais ortogonal (PLS-DA e OPLS-DA) e à correlação espectral. Após análise por validação cruzada de Monte-Carlo (MCCV), os modelos PLS-DA de LA permitiram distinguir as FM dos controlos (sensibilidades 69-85%, especificidades 80-95%, taxas de classificação 80-90%), revelando variações metabólicas ao nível do metabolismo energético, dos metabolismos dos aminoácidos e glícidos assim como possíveis alterações ao nível do funcionamento renal. Observou-se também um grande impacto das FM no perfil metabólico da urina materna (medido por UPLC-MS), tendo no entanto sido registados modelos PLS-DA com menor sensibilidade (40-60%), provavelmente devido ao baixo número de amostras e maior variabilidade da composição da urina (relativamente ao LA). Foram sugeridos possíveis marcadores relacionados com a ocorrência de FM, incluindo lactato, glucose, leucina, valina, glutamina, glutamato, glicoproteínas e conjugados de ácido glucurónico e/ou sulfato e compostos endógenos e/ou exógenos (<1 M) (os últimos visíveis apenas na urina). No LA foram também observadas variações metabólicas devido à ocorrência de vários tipos de cromossomopatias (CD), mas de menor magnitude. Os perfis metabólicos de LA associado a pré- PTD produziram modelos que, apesar do baixo poder de previsão, sugeriram alterações precoces no funcionamento da unidade fetoplacentária, hiperglicémia e stress oxidativo. Os modelos obtidos para os grupos pré- IUGR pré- PE, pré- PROM e pré-diagnóstico GDM (LA e urina materna) registaram baixo poder de previsão, indicando o pouco impacto destas condições na composição do LA e/ou urina do 2º trimestre. Os resultados obtidos demonstram as potencialidades da análise dos perfis metabólicos do LA (e, embora com base em menos estudos, da urina materna) do 2º trimestre para o desenvolvimento de novos e complementares métodos de diagnóstico, nomeadamente para FM e PTD.

Pregnancy and newborns disorders followed by urine metabolomics

Chapter 1 introduces the scope of the work by identifying the clinically relevant prenatal disorders and presently available diagnostic methods. The methodology followed in this work is presented, along with a brief account of the principles of the analytical and statistical tools employed. A thorough description of the state of the art of metabolomics in prenatal research concludes the chapter, highlighting the merit of this novel strategy to identify robust disease biomarkers. The scarce use of maternal and newborn urine in previous reports enlightens the relevance of this work. Chapter 2 presents a description of all the experimental details involved in the work performed, comprising sampling, sample collection and preparation issues, data acquisition protocols and data analysis procedures. The proton Nuclear Magnetic Resonance (NMR) characterization of maternal urine composition in healthy pregnancies is presented in Chapter 3. The urinary metabolic profile characteristic of each pregnancy trimester was defined and a 21-metabolite signature found descriptive of the metabolic adaptations occurring throughout pregnancy. 8 metabolites were found, for the first time to our knowledge, to vary in connection to pregnancy, while known metabolic effects were confirmed. This chapter includes a study of the effects of non-fasting (used in this work) as a possible confounder. Chapter 4 describes the metabolomic study of 2nd trimester maternal urine for the diagnosis of fetal disorders and prediction of later-developing complications. This was achieved by applying a novel variable selection method developed in the context of this work. It was found that fetal malformations (FM) (and, specifically those of the central nervous system, CNS) and chromosomal disorders (CD) (and, specifically, trisomy 21, T21) are accompanied by changes in energy, amino acids, lipids and nucleotides metabolic pathways, with CD causing a further deregulation in sugars metabolism, urea cycle and/or creatinine biosynthesis. Multivariate analysis models´ validation revealed classification rates (CR) of 84% for FM (87%, CNS) and 85% for CD (94%, T21). For later-diagnosed preterm delivery (PTD), preeclampsia (PE) and intrauterine growth restriction (IUGR), it is found that urinary NMR profiles have early predictive value, with CRs ranging from 84% for PTD (11-20 gestational weeks, g.w., prior to diagnosis), 94% for PE (18-24 g.w. pre-diagnosis) and 94% for IUGR (2-22 g.w. pre-diagnosis). This chapter includes results obtained for an ultraperformance liquid chromatography-mass spectrometry (UPLC-MS) study of pre-PTD samples and correlation with NMR data. One possible marker was detected, although its identification was not possible. Chapter 5 relates to the NMR metabolomic study of gestational diabetes mellitus (GDM), establishing a potentially predictive urinary metabolic profile for GDM, 2-21 g.w. prior to diagnosis (CR 83%). Furthermore, the NMR spectrum was shown to carry information on individual phenotypes, able to predict future insulin treatment requirement (CR 94%). Chapter 6 describes results that demonstrate the impact of delivery mode (CR 88%) and gender (CR 76%) on newborn urinary profile. It was also found that newborn prematurity, respiratory depression, large for gestational age growth and malformations induce relevant metabolic perturbations (CR 82-92%), as well as maternal conditions, namely GDM (CR 82%) and maternal psychiatric disorders (CR 91%). Finally, the main conclusions of this thesis are presented in Chapter 7, highlighting the value of maternal or newborn urine metabolomics for pregnancy monitoring and disease prediction, towards the development of new early and non-invasive diagnostic methods.

Hemodiálise : qualidade de vida e parâmetros nutricionais

Tese de doutoramento, Ciências e Tecnologias da Saúde (Nutrição), Universidade de Lisboa, Faculdade de Medicina, 2014

Intervenção nutricional numa população hospitalizada em função do risco e estado nutricional

Relatório de estágio de mestrado, Nutrição Clínica, Universidade de Lisboa, Faculdade de Medicina, 2015

Lupus and Pregnancy. 15 Years of Experience in a Tertiary Center

This retrospective study was designed to evaluate the outcome of pregnancies in women diagnosed with systemic lupus erythematosus (SLE) followed in a tertiary fetal–maternal center. Data were collected from clinical charts between January 1993 and December 2007, with a total of 136 pregnancies (107 patients). Mean maternal age was 29 years, with the vast majority of patients being Caucasian. Most patients were in remission 6 months prior to pregnancy (93%) and the most frequently affected organs were the skin and joints. Renal lupus accounted for 14% of all cases. Twenty-nine percent of patients were positive for at least one antiphospholid antibody (aPL) and nearly 50% had positive SSa/SSb antibodies. All patients with positive aPL received low-dosage aspirin and low molecular- weight heparin (LMWH). There were no pregnancy complications in more than 50% of cases and hypertensive disease and intrauterine growth restriction were the most common adverse events. There were 125 live births, one neonatal death, eight miscarriages, and three medical terminations of pregnancy. Preterm delivery occurred in 25% of pregnancies. Our results are probably the conjoined result of a multidisciplinary approach together with a systematic management of SLE pregnancies, with most patients keeping their prior SLE medication combined with low-dosage aspirin and LMWH in the presence of aPL.

Women's decision making and experience of subsequent pregnancy following stillbirth.

INTRODUCTION: This study sought to increase understanding of women's thoughts and feelings about decision making and the experience of subsequent pregnancy following stillbirth (intrauterine death after 24 weeks' gestation). METHODS: Eleven women were interviewed, 8 of whom were pregnant at the time of the interview. Modified grounded theory was used to guide the research methodology and to analyze the data. RESULTS: A model was developed to illustrate women's experiences of decision making in relation to subsequent pregnancy and of subsequent pregnancy itself. DISCUSSION: The results of the current study have significant implications for women who have experienced stillbirth and the health professionals who work with them. Based on the model, women may find it helpful to discuss their beliefs in relation to healing and health professionals to provide support with this in mind. Women and their partners may also benefit from explanations and support about the potentially conflicting emotions they may experience during this time.

Prenatal diagnosis of urinary malformations: results in a series of 93 consecutive cases.

OBJECTIVE: To evaluate the pertinence of prenatal diagnosis in cases of congenital uropathy. STUDY DESIGN: Retrospective evaluation over a period of 6.5 years. METHOD: 93 cases were involved in the comparison of prenatal ultrasonographic diagnosis with neonatal findings, autopsy results, and follow-up data. RESULTS: 33 fetuses had renal parenchymal lesions, 44 had excretory system lesions, and 6 had bladder and/or urethral lesions. Seventy-three pregnancies lead to live births. Eighteen terminations of pregnancy were performed on the parents' request for extremely severe malformations. Two intrauterine deaths were observed, and two infants died in the postnatal period. Prenatal diagnosis was obtained at an average of 27 weeks gestation. Diagnostic concordance was excellent in 82% and partial in 12% of cases with renal parenchymal lesions; the false-positive rate was 6%. For excretory system lesions, concordance was excellent in 87% and partial in 7.4% of cases, with a false-positive rate of 5.6%. Finally, concordance was excellent in 100% of cases of bladder and/or urethral lesions. The overall rate of total concordance was 86%. Partial concordance cases consisted of malformations different from those previously diagnosed, but prenatal diagnosis nevertheless lead to further investigations in the neonatal period and to proper management. The false-positive diagnoses (5.4%) never lead to termination of pregnancy. CONCLUSION: Prenatal diagnosis of congenital uropathy is effective. A third-trimester ultrasonographic examination is necessary to ensure proper neonatal management, considering that the majority of cases are diagnosed at this gestational age.

Successful Surgical Pulmonary Embolectomy for Massive Perinatal Embolism after Emergency Cesarean Section.

Pregnant women are exposed to an increased risk for developing pulmonary embolism (PE), a main cause for maternal mortality. Surgical pulmonary embolectomy is one important therapeutic and potential life-saving armamentarium, considering pregnancy as a relative contraindication for thrombolysis. We present a case of a 36-year-old woman with massive bilateral PE after emergent caesarean delivery, requiring reanimation by external heart massage. The onset of massive intrauterine bleeding contraindicated thrombolysis and emergency surgical pulmonary embolectomy, followed by a hysterectomy, were preformed successfully. Acute surgical pulmonary embolectomy may be an option in critically diseased high-risk patients, requiring a multiteam approach, and should be part of the therapeutic armamentarium of the attending cardiac surgeon.

Modèles de dysfonction érectile chez le rat

Des modèles de dysfonction érectile (DE) ont été développés et étudiés chez le rat. Cependant, peu de choses sont connues dans certains modèles présentant des facteurs de risque de la DE, en l’occurrence le rat soumis à une diète riche en glucose, le rat avec une restriction de croissance intra-utérine (RCIU) et le rat avec l’infusion continue de l’angiotensine (Ang) II en ce qui concerne l’évaluation de la fonction érectile in vivo. C’est ainsi que nous nous sommes proposés cette étude. La fonction érectile a été mesurée par la stimulation électrique du nerf caverneux à des cohortes de rats mâles Sprague-Dawley de différents âges comme suit: 1) des rats jeunes de 12 semaines d’âge, adultes reproducteurs à la retraite d’environ 30 semaines d’âge et des rats de 27 et 29 semaines soumis à une diète riche en glucose par l’eau de breuvage (10%) à court (1 semaine), moyen (6 semaines) et long (12 ou 13 semaines) termes; 2) des rats jeunes âgés de 12 semaines recevant une infusion soit de l’Ang II (200ng/kg/min) soit de la saline par mini-pompes osmotiques sous-cutanées pendant 1 et 2 semaines; et 3) des rats adultes âgés de 36 semaines avec une RCIU. La fonction érectile a été représentée par des courbes de variations de pression intracaverneuse (PIC) et d’aire sous la courbe (ASC) normalisées avec la pression artérielle moyenne (PAM) en réponse à la stimulation nerveuse à différents volts. À la fin des expériences, les animaux ont été sacrifiés, le sang recueilli pour le dosage de la glycémie et de l’insulinémie; le pénis, l’aorte thoracique et le cœur prélevés à des fins d’analyses protéique et histologique. La diète riche en glucose à court terme a eu un effet néfaste sur la fonction érectile chez le jeune rat mais bénéfique chez le rat adulte reproducteur; de même que pour les études à long terme, la diète riche en glucose a amélioré ou renversé la DE associée au vieillissement. Les rats avec RCIU ont exhibé une baisse très significative de la fonction érectile. Ces détériorations ou améliorations de la fonction érectile avec le glucose ou dans la RCIU ont été principalement associées à des modifications de l’expression de l’Akt, en plus d’une augmentation de l’insuline sérique dans les groupes avec le glucose. L’Ang II a entraîné une baisse de la fonction érectile, statistiquement très significative après 1 semaine et maintenue après 2 semaines de traitement, sans causer des changements morphologiques au cœur et à l’aorte thoracique. En conclusion : l’atteinte du système érectile se fait précocement dans les complications cardiovasculaires liées à l’activation du SRA, l’implication de l’Akt dans la modulation de la fonction érectile dépend de type de vieillissement et de la diète, le RCIU est un facteur de risque pour la DE.

Étude des déterminants démographiques de l’hypotrophie fœtale au Québec

Cette recherche vise à décrire l’association entre certaines variables démographiques telles que l’âge de la mère, le sexe, le rang de naissance et le statut socio-économique – représenté par l’indice de Pampalon – et l’hypotrophie fœtale au Québec. L’échantillon est constitué de 127 216 naissances simples et non prématurées ayant eu lieu au Québec entre le 1er juillet 2000 et le 30 juin 2002. Des régressions logistiques portant sur le risque d’avoir souffert d’un retard de croissance intra-utérine ont été effectuées pour l’ensemble du Québec ainsi que pour la région socio-sanitaire (RSS) de Montréal. Les résultats révèlent que les enfants de premier rang et les enfants dont la mère était âgée de moins de 25 ans ou de 35 ans et plus lors de l’accouchement ont un risque plus élevé de souffrir d’hypotrophie fœtale et ce dans l’ensemble du Québec et dans la RSS de Montréal. De plus, les résultats démontrent que le risque augmente plus la mère est défavorisée. Puisque l’indice de Pampalon est un proxy écologique calculé pour chaque aire de diffusion, les intervenants en santé publique peuvent désormais cibler géographiquement les femmes les plus à risque et adapter leurs programmes de prévention en conséquence. Ainsi, le nombre de cas d’hypotrophie fœtale, voire même la mortalité infantile, pourraient être réduits.

La néoglucogenèse rénale : un nouvel aspect dans la restriction de croissance intra-utérine chez le rat

Bien que l’environnement intra-utérin défavorable soit associé à des conditions pathologiques à l’âge adulte, les mécanismes mis en place in utero ne sont pas encore élucidés. Nous avons établi un modèle de restriction de croissance intra-utérine (RCIU) en donnant une diète faible en sodium à la rate pendant la dernière semaine de gestation. Ce modèle se caractérise par une diminution de perfusion placentaire et une redistribution du flot sanguin, favorisant l’irrigation des organes nobles (cœur et cerveau) au détriment du rein fœtal. De plus, l’expression rénale du facteur de croissance endothéliale vasculaire (VEGF) est diminuée chez le fœtus. L’hypothèse de travail est que la néoglucogenèse hépatique et rénale augmente chez les fœtus RCIU afin de compenser la diminution de perfusion placentaire, et que l’expression rénale des récepteurs de VEGF (Flt-1 et Flk-1) est altérée à la suite de la redistribution du flot sanguin. Nos objectifs étaient de comparer l’expression protéique des enzymes de la néoglucogenèse et des récepteurs de VEGF entre les fœtus témoins et RCIU. L’aldolase B, la fructose-1,6-biphosphatase et la glucose-6-phosphatase augmentent dans les reins de fœtus RCIU par rapport aux témoins alors qu’aucun changement n’est observé dans le foie. De plus, l’expression de ces enzymes est différente selon le sexe du fœtus. Une diminution de Flt-1 est notée dans les reins de fœtus RCIU. Nos résultats démontrent que des adaptations surviennent chez le fœtus à la suite d’une insulte intra-utérine favorisant sa survie mais ayant des conséquences telles que la dysfonction rénale observée chez les adultes de ce modèle animal. À long terme, ces travaux pourront permettre d’entrevoir des avenues pour mieux identifier les approches de prévention lors de naissance à la suite d’une RCIU.

Follow-up of three large community-based programs to reduce anaemia among children 24-59 months in Ghana, Malawi and Tanzania

L'anémie de l'enfant reste un problème d'importance pour la santé mondiale, malgré les décennies de recherche visant à comprendre son étiologie et à développer des interventions efficaces pour réduire sa prévalence et ses conséquences. Bien que les facteurs de risque individuels de l'anémie soient connus, y compris les facteurs liés à la malnutrition et à la morbidité, l'interaction entre lesdits facteurs est moins documentée dans des contextes où les enfants sont fréquemment exposés à plusieurs facteurs en même temps. Cette étude vise à documenter les efforts de lutte contre l'anémie du programme MICAH qui a été mis en oeuvre au Ghana, au Malawi et en Tanzanie. Ensuite, en utilisant les données relatives à la fois au processus et à l'évaluation colligées au cours du programme, elle vise à mieux comprendre les facteurs de risque d'anémie chez les jeunes enfants dans ces contextes et à comprendre comment les relations entre ces facteurs peuvent avoir changé au fil du temps lors de l'intervention. Spécifiquement, cette étude vérifie s‘il y a des preuves d'une réduction de la vulnérabilité des enfants aux facteurs de risque associés à l'anémie dans chaque contexte. Un examen de la documentation a été réalisé afin de caractériser le contexte du programme et des interventions, leur l'intensité et étendue. Les données transversales sur la nutrition et l'état de santé des enfants âgés de 24 à 59 mois (N = 2405) obtenues en 2000 et 2004 à partir des enquêtes d'évaluation du programme MICAH au Ghana, au Malawi et en Tanzanie, ont été utilisées pour décrire la prévalence de l'anémie. Les modèles polynomiaux de régression logistique et linéaire ont été utilisés pour estimer les risques d'anémie légère et d'anémie modérée / sévère et les niveaux d‘hémoglobine associés à des groupes de variables. Les estimations du risque attribuable à une population (RAP) ont aussi été calculées. Une anémie (Hb <110 g/L) a touché au moins 60% des enfants dans les trois pays; l'anémie modérée / sévère (<100 g/L) constituait la majorité des cas. Une forte diminution de l'anémie a été observée entre 2000 et 2004 au Ghana, mais seulement une légère baisse au Malawi et en Tanzanie. Le risque d'anémie modérée / sévère était associé au retard de croissance chez les enfants du Ghana (OR 2,68, IC 95% 1,70-4,23) et du Malawi (OR 1,71; 1,29-2,27) mais pas de la Tanzanie (OR 1,29; 0,87- 1,92). Le paludisme et les maladies récentes étaient associées à une hémoglobine plus basse. Une atténuation de cette association en 2004 a été observée seulement au Malawi pour le paludisme et au Ghana pour les maladies récentes. Le risque d'anémie modérée / sévère était 44% moindre chez les enfants âgés de 48 à 59 mois comparativement aux enfants de 24 à 35 mois dans les trois pays et cela n'a pas changé entre 2000 et 2004. Les RAP estimés ont montré qu‘environ un cinquième des cas d‘anémie modérée à sévère était attribuable au retard de croissance au Ghana et Malawi, mais pas en Tanzanie. Des RAP moindres et dépendants des contextes ont été trouvés pour le paludisme et les maladies récentes. Dans ces zones d‘intervention intégrées de santé et de nutrition la relation de certains facteurs de risque à l'anémie se modifia avec le temps. Le retard de croissance est resté toutefois un facteur de risque indépendant et non mitigé de l'anémie. Une réduction efficace des causes de la malnutrition chronique est nécessaire afin de réduire la vulnérabilité des enfants et de garantir un impact maximum des programmes de lutte contre l'anémie. Une mitigation de l'impact du paludisme peut par contre être visée dans les régions endémiques.