Optimization of ingredient combinations for ideal extrudate
The effect of different combinations of finger millet, chickpea and corn starch and the respective expansion ratio thus obtained were fitted to a second order model and the goodness of fit was examined. Analysis of variance was performed to understand the significance of linear, quadratic and two-way interactions of the different ingredient blends in the expansion ratio. As provided in the ANOVA (Table 2) quadratic model is significant except the interaction. Since eigen values are 0.12855812, 0.04307445, -0.08665623, stationary point is a saddle point (Fig 1). Thus, ridge analysis was performed to identify possible maximizing values. Canonical path analysis was performed by starting at the saddle point and follow the most steeply rising ridge in both directions. Possible candidate values
viz., 28.48 percent (finger millet), 18.19 per cent (chickpea) and 23.55 per cent (corn starch) with expected expansion ratio of 3.92 is selected for further experimentation. Thus, the actual extrusion was carried out with 28 per cent (finger millet flour), 18 per cent (chickpea flour) 24 per cent (corn starch), 12 per cent whole wheat flour and 18 per cent tapioca flour and the experimental value of the expansion ratio for this combination was 3.98 mm.
Expansion ratio
The expansion ratio indicates the puffiness of the extrudate ranged from 2.83mm to 3.76 mm for the twenty trial runs. Ridge analysis was performed to identify the possible ingredient combination that can maximize the expansion ratio of the extruded snack while maintaining finger millet as the major ingredient. The expansion ratio of the finally selected combination of 28 per cent (finger millet flour), 18 per cent (chickpea flour) 24 per cent (corn starch), 12 per cent whole wheat flour and 18 per cent tapioca flour was 3.98. Since the selected combination contain ingredients
viz., finger millet whole wheat and chick pea in higher proportion it enhances the fiber and protein content of the extrudate. Studies have revealed that high fiber and protein ingredient combinations can enhance the expansion ratio and positively enhance the textural properties of the extrudate when added to starch based raw materials
(Durđica et al., 2018).
Bulk density
Bulk density is a crucial factor in producing extruded products. During the extrusion process, expansion is measured by means of bulk density
(Pardhi et al., 2016; Filli et al., 2013). The bulk density was found to be ranged from 0.171-0.31 c/cm
3 for the twenty trial runs. The ANOVA (Table 2) revealed that the highest expansion ratio was discovered at 3.76 mm, which corresponds to a bulk density of 0.15 g/cm
3. From the data, it is evident that lower bulk density and higher expansion ratio both result in a reduction in product hardness through increasing porous nature of the extrudate. Previous research has indicated that the moisture content of the feed in finger millet flours can have a reducing effect on the bulk density of the final extrudate
(Nishani et al., 2017). The relationship between feed moisture and bulk density can be significant. Bulk density may increase due to increased feed moisture
(Filli et al., 2010). Screw speed, moisture content, as well as barrel temperature all had a positive linear impact on the bulk density of extrudates. An increase in fiber content may have a positive impact on the product’s bulk density. As a result, increased finger millet flour may have an impact on bulk density
(Nagaraju et al., 2020). The finger millet content is limited to 28.48%, and the remaining components weigh the rest, so the bulk density might be reduced.
Nutrient composition
The nutritional profile of the extruded supplementary snack and the supplementary nutritional mix was compared (Amrudham nutritional mix, developed and distributed by anganwadi centres under the ICDS programme) (Table 3). The Amrutham Nutrimix is a dietary supplement that the government of Kerala distributes to young children under the age of three as an additional source of nutrition. The mixture, which is typically served to kids as porridge to get all the nutritional benefits. Since school-going children over the age of three years would not enjoy eating the nutritional mix in the form of porridge, we are likely to adopt the supplementary nourishing extruded product in the form of snacks. The nutrient composition along with essential elements
viz., calcium and zinc content of the optimized nutri-snack was determined. The energy of the nutri-mix and the extruded nutri-snack was calculated by considering the calories obtained from protein, fat, carbohydrate, and dietary fiber. According to recent recommended dietary guidelines published by
Indian Council of Medical Research (ICMR-NIN, 2020), dietary fiber provides 2.0 kcal/g.
The protein content of extruded supplementary snack (22.11g per 100g) is significantly higher than that of supplementary-mix (13.12 g per 100 g) since, extrusion process increases the protein digestibility and also reduce the anti-nutritional factors like trypsin inhibitors, that usually impedes the availability of legume proteins
(Singh et al., 2014). Generally, soy and whey proteins are utilized for enhancing the nutritional quality and structure formation of extruded snacks (
Obradović et al., 2014), however these protein sources are not cost effective for inclusion in mass distribution programs like ICDS in low-income countries. Addition of locally available nutrient dense sources like finger millets are always advisable for enhancing the quality of the supplementary foods.
Estimated Dietary Intake (EDI) and percent of Nutrient Contribution (NC)
The estimated dietary intake of each nutrient on a daily basis from the extruded supplementary snack is presented in Table 4. As per the Food Safety and Standards (Advertising and Claims) Regulations, (2018), a product can be claimed as rich source of protein only if it provides not less than 20 per cent of recommended dietary allowances. In this regard, the extruded supplementary snack is a rich protein source, since it provides 25.62 per cent of recommended protein intake per day of children between 4-6 years of age. Compared to control, the extruded snack is a low-fat snack since it provides less than 3 g of fat per 100 grams of the product. Prevalence of overweight (4percent) among children (between 5 -9 yrs. of age) was reported in the latest CNN survey (2018). Occurrence of non-communicable diseases in adulthood is mostly due to predisposition of overweight or obesity in childhood, hence low fat healthy supplementary foods can be introduced to school going children. The optimized extruded snack will be a promising supplementary food for compensating micronutrient deficiency. Hundred grams of extruded supplementary snack provides 127mg of calcium and 1.88 mg of zinc.
The fiber content of the extruded supplementary snack (5.09 g per 100 g) and supplementary-mix (5.47 g per 100 g) are on par and it is evident from previous reported works that extrusion will not affect the total fiber content especially when it is processed at around 22 per cent of moisture, since, low feed moisture increases the specific mechanical energy in the extrusion process
(Sharifi et al., 2020). Even though, ingredients
viz., finger millet, whole wheat flour used in the extruded snack is rich in insoluble fractions of dietary fiber, it did not affect the expansion ratio, crispness and mouthfeel of the product, because the specific mechanical energy in extrusion process modifies the structural characteristics of dietary fiber wherein the insoluble fractions become soluble
(Redgwell et al., 2011). Ralet et al., (1990) reported that the insoluble fractions of xylose, non-starch glucose and arabinose polymers in wheat bran became soluble on extrusion and author also suggested that this might be due to the mechanical stress the ingredient underwent during extrusion rather than the thermal energy involved in the process.
Lack of fiber in children’s diet is associated with lot of health problems
viz., constipation, irritable bowel syndrome and immune related disorders. Recently, the National Academy of Medicine suggested 19 g -25 g of daily intake of dietary fiber per 1000 kcal in children between 3-8 years of age
(Stephen et al., 2017). The fermentable and bulking fiber from whole wheat and finger millet present in the extrudate will produce SCFAs (short chain fatty acids) which enter into the bloodstream and enhance the immune system by promoting the T cell functioning
(Park et al., 2015) and improve the anti-inflammatory response (
Campos-Perez et al., 2021).
Rationale for enriching the extrudates with coconut inflorescence sap honey
The comprehensive national nutritional survey confirms that 18.9 per cent of children in the age group of 1-4 years and 16.8 per cent in the age group of 5-9 years have zinc deficiency in India (
MoHFW, 2019). Thus, apart from millets, cereals and tubers the extruded snack also contains coconut sap honey, the rationale for adding coconut sap honey was due to its rich mineral profile. Our own study reveals that the coconut inflorescence sap honey contains calcium (36.98 mg per 100 g), zinc (1.64 mg per 100 g), potassium (3466 mg per100 g), sodium (307.2 mg per 100 g) and magnesium (58.44 mg per 100 g). Likewise, the extruded snack optimized in the present study is also good source of minerals
viz., calcium (127.4 mg per 100 g) and zinc (1.88 mg per 100 g). Since, pre-schoolers and school going children are at a spurt growth stage, it is necessary to enrich their diet with rich micronutrient sources.
Coconut inflorescence sap being a non-alcoholic, translucent sap obtained from tapping the inflorescence aids in digestion and also acts as a detoxifying agent (
Hali, 2013;
Muralidharan and Deepthi, 2013). The sugar profile of coconut sap reveals that it is low in total sugars (12.92 per cent) when compared to sugar palm juice (13.42 per cent) and sugarcane juice (15.73 per cent)
(Asghar et al., 2020). Hence the honey produced from the sap will have lower glycaemic index when compared to sucrose. Thus, we utilized sap honey in our extruded snack to prevent the occurrence of hyperglycaemia. Sap was also found to have anti-inflammatory activity and was observed to downregulate certain inflammatory markers
viz., lipoxygenase, Prostaglandin E2 and nitric oxide
(Ratheesh et al., 2017).
Supplementation of extruded snack
The extruded supplementary snack optimized (Image 1) in this study was supplemented (200 grams packet per individual to 250 households) to the tribal community of Kasaragod district in Kerala, India as part of the ICAR funded Tribal Sub-Plan (TSP) scheme. In a backward district like Kasaragod, the development status of marginalised groups like the Scheduled tribes is more challenging. The major tribal communities in Kasaragod are Mavilan, Malavettuvan, Koraga, Kudiya, Malayarayar, Malaivedan and Ulladan. Of the five particularly vulnerable tribal groups (PVTGs) in the state, Kasargod is home to the ‘Koraga’ tribes which accounts to 3.44 per cent of the tribal population in the district (
Census, 2011). As part of the TSP program, when authors had face-to-face interviews with these tribal groups, it was understood that the consumption habit of these groups is skewed and mostly carbohydrate based. This can lead to micronutrient deficiency affecting their quality of life.
In this regard, the extruded supplementary snack was supplemented to the children (4-9 years of age group) and also their family members of this community with the objective to enhance their micronutrient security and entrepreneurial opportunities respectively (Image 2). Since Kasaragod has large stretches of barren land and has previous records of millet cultivation, and currently among the tribals the role of SHGs has been limited to thrift collection and management reducing the scope for women empowerment. It was intended to introduce new products and prospects for value addition of indigenous crops using improved technologies like extrusion among the tribals.