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Sorghum is the primary source of food for more than 300 million people in arid and semi-arid regions of Africa. The grain is one of the few crops that grow well in arid climates, but has a low content in most essential nutrients and is difficult to digest. The African Bio-fortified Sorghum (ABS) Project, a consortium of nine institutions led by Africa Harvest Biotech Foundation International, is working to develop new varieties of sorghum that are easier to digest and contain lower levels of phytates to improve the bioavailability of micronutrients.
In order to determine their target levels, the ABS project needs reliable information on current levels of micronutrient deficiency and consumption patterns of sorghum and nutrients of interest, e.g. iron, zinc, and vitamin A in women and preschool children, which are not currently available in Burkina Faso.
A background nutrition survey among children and women, comprised of two rounds, one in the lean season (July - August) and one in the harvest season (November - January), has been conducted to provide quantitative estimates of sorghum, vitamin A, iron and zinc intakes by women and young children from two rural provinces of Burkina Faso. The survey also had a biochemical component which included blood collection and analysis for indicators of deficiency for vitamin A, iron and zinc. Other important components of this study included anthropometric measurements, household and child morbidity questionnaires, and collection of sorghum samples for analysis of phytate, vitamin A, iron and zinc content.
Full description
Objectives of the study
The main objectives of the study were:
Two secondary methodological objectives were added because of their scientific interest and of their potential practical implications:
Setting
The study has been conducted in the "Boucle du Mouhoun" and "Centre-Ouest" regions located in Western Burkina Faso. These regions were selected based on a combination of health, agriculture, living conditions and demographics criteria, which included data on sorghum production, household consumption and prevalence of malnutrition.
The province of Sourou in the "Boucle du Mouhoun" region and the province of Sanguié in the "Centre-Ouest" region were chosen purposely based notably on available information on sorghum production or consumption and on some of the principal investigators general knowledge of the field.
Study design
It was a cross-sectional survey in two rounds: a first round during the lean period (July-August 2010) characterized by very low food availability in Burkina Faso; and a second round during the period of greatest food availability, immediately after harvest (November 2010-January 2011). To enhance the study power, the same individuals were surveyed during these two rounds.
The study had two main components: the "food consumption" component and "lab analysis" component.
The food consumption component included:
The laboratory component included:
Target population
Women and preschool children were selected because their micronutrient requirements are highest due to their needs for reproduction and growth, respectively. The age range for targeted preschool children was 36-59 months for several reasons: Firstly, we wanted to be sure to exclude breastfed children since the measure of breast milk intakes are very complicated to implement on the field; Secondly, starting at the age of 36 months, most children are used to eating from the common family dish and this made the recall easier, while keeping the number of individual recipes lower. Thirdly, venous puncture was less problematic for children aged 36 months or more.
Sample size for dietary intake: using food consumption data from a survey conducted among women of reproductive age in Ouagadougou, one determined that for a reasonable hypothesis of a coefficient of variation of sorghum intakes of 0.60, with a precision of 0.10, a type I error of 0.05 and supposing a design effect of 1.5, the required sample size was 207 subjects. Finally we decided to set the sample size at 240 households per province and per round, to account for lost of follow-up. The repetition of 24 hour recalls was perfomed on 3 out of 8 subjects.
Sample size for the biochemical indicators: Given a type I error of 0.05, we calculated hypothetical sample sizes for different values of the prevalence of micronutrient deficiencies (30, 40 or 50%) and different desired precisions (either 0.05, 0.075, 0.10, 0.125 or 0.15) and also taking into account different hypotheses about the survey design effect. A huge sample size would have been required to get a precision less than 0.10, depending on the design effect, if data had to be representative at the individual level (women and children) in each province. According to constraints in logistics and financing, we decided to limit the sample size to 90 women and 90 children in each province.
Sample size for sorghum analysis: Five samples of each type of sorghum (red, white, hybrid) and 5 samples of each type of sorghum-based food (paste, gruel) were analysed for each province at each round. This adds up to 30 samples of each class of sorghum and of sorghum-based food in each province at each round, then a total of 120 food samples. However, given the potentially high variability of nutrient density in some food samples, each analysis was performed on a pool of 6 samples of the same type, coming from close villages belonging to a common health area.
Location and sampling procedure
In each province, a multistage sampling procedure was used:
Data Collection
Anthropometric data were collected for all study participants (mothers and children) using standard WHO procedures Food intake was assessed by 24-H recall using the multiple pass method. A set of standard recipes was prepared (by observation) and other individual recipes were investigated directly. A local Food Composition table was built by compliling information from available food composition tables (from Mali, FAO, USDA).
The food sampling was done in households selected for this purpose in each village. In these households, about 1 kg of sorghum (white or red) was sampled in clean new polyethylene plastic bags to avoid any contamination. For meals sampling, the selected households were asked to prepare a sorghum based dish (tô or porridge) according to their habits. All samples were put into icebox for transportation to the IRSS laboratory where extraction and analyses was done.
The blood collection was conducted at health centres in cool places with subdued light and conducted by a trained health professional. Care was taken to avoid any contact between the samples and surrounding dust, sweat, or other possible exogenous sources of contamination. The sampling technique was a venous puncture of 10 mL of blood.
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480 participants in 2 patient groups
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Data sourced from clinicaltrials.gov
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