Evidence map›Paper›PMID 38911719›Full record

ArticleACS omega2024

Process Standardization of Functionally Enriched Millet-Based Nutri-Cereal Mix Using D-Optimal Design Approach for Enhancing Food and Nutritional Security.

Samiksha Sharma, Sanjay Kumar, Pankaj Gautam, Avvaru Praveen Kumar, Vinod Kumar, Waseem Ahmad, Ankita Dobhal

Abstract read
In one paragraph

Article in ACS omega, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Nettle (Food chemistry: X · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Samiksha SharmaDepartment of Food Science and Technology, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.
Sanjay KumarDepartment of Food Science and Technology, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.ORCID https://orcid.org/0000-0001-6128-2783
Pankaj GautamDepartment of Microbiology, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.
Avvaru Praveen KumarDepartment of Chemistry, School of Applied Natural Science, Adama Science and Technology University, P.O. Box 1888, Adama 1888, Ethiopia.ORCID https://orcid.org/0000-0001-5012-0666
Vinod KumarDepartment of Food Science and Technology, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.ORCID https://orcid.org/0000-0003-1808-1980
Waseem AhmadDepartment of Chemistry, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.
Ankita DobhalDepartment of Food Science and Technology, Graphic Era (Deemed to be University), Dehradun, Uttarakhand 248002, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Millets are currently employed in a variety of ways, including direct consumption and usage in the manufacture of certain cuisines or snacks. The present investigation was aimed at optimizing functionally enriched millet-based nutri-cereal mix comprising chicken and vegetable for a nutrition-deficient population. A total of 16 experiments were carried out by using optimal (custom) design model of mixture design with 60% major ingredients, including malted sorghum flour (20-30%), malted green gram flour (15-25%), and boiled chicken powder (5-15%). To make 100% of the total nutri-cereal mixture, other ingredients such as malted pearl millet (10%), finger millet flour (10%), beetroot powder (2.5%), pumpkin powder (7.5%), skimmed milk powder (9.5%), and stevia powder (0.5%) were added. Numerical optimization was done using Design Expert software, version 13. The optimized ratio was 30% malted sorghum flour, 15% malted green gram flour, and 15% chicken powder. The predicted values of responses 5.101%, 3.616%, 1.963%, 11.165%, 28.005%, 50.149%, 330.282 kcal, and 0.373 were in accordance with experimental values 6.426%, 3.455%, 1.714%, 11.432%, 29.12%, 47.853%, 323.318 kcal, and 0.385 for moisture, ash, fat, fiber, protein, carbohydrates, energy, and water activity, respectively, with a small error percentage. The results of mineral content, phenolic content, and amino acid profiling revealed that the optimized Nutri-cereal mix have higher amounts of these components. The results also suggested that the optimized Nutri-cereal mix of these malted millet flours can potentially enhance the nutritional deficiency as well as improve food and nutritional security.

Identifiers

PMID38911719
PMCPMC11191092

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.