Evidence map›Paper›PMID 36950360›Full record

ReviewFrontiers in plant science2023

Genetic and genomic interventions in crop biofortification: Examples in millets.

Himabindu Kudapa, Rutwik Barmukh, Hindu Vemuri, Sunita Gorthy, Rajasekhar Pinnamaneni, Mani Vetriventhan, Rakesh K Srivastava, Priyanka Joshi, Ephrem Habyarimana, S K Gupta and 1 more

Open access · goldFull text readReview
In one paragraph

Review in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
10.3field-weighted citation impact, top 2% of its field
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

12 citing papers in PubMed, 26 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Millets for a sustainable future.Journal of experimental botany · 2025
    Review
  8. Review
  9. Review
  10. Article
  11. Review
  12. Review
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

11 authors at 4 institutions in 2 countries.

Himabindu KudapaInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Rutwik BarmukhInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Hindu VemuriInternational Maize and Wheat Improvement Center (CIMMYT), Patancheru, Telangana, India.
Sunita GorthyInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Rajasekhar PinnamaneniKoneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, Andhra Pradesh, India.
Mani VetriventhanInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Rakesh K SrivastavaInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Priyanka JoshiInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Ephrem HabyarimanaInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
S K GuptaInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
Mahalingam GovindarajInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, Telangana, India.
International Crops Research Institute for the Semi-Arid Tropics · INBioversity International · COInternational Maize and Wheat Improvement Center · INKoneru Lakshmaiah Education Foundation · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Micronutrient malnutrition is a serious threat to the developing world's human population, which largely relies on a cereal-based diet that lacks diversity and micronutrients. Besides major cereals, millets represent the key sources of energy, protein, vitamins, and minerals for people residing in the dryland tropics and drought-prone areas of South Asia and sub-Saharan Africa. Millets serve as multi-purpose crops with several salient traits including tolerance to abiotic stresses, adaptation to diverse agro-ecologies, higher productivity in nutrient-poor soils, and rich nutritional characteristics. Considering the potential of millets in empowering smallholder farmers, adapting to changing climate, and transforming agrifood systems, the year 2023 has been declared by the United Nations as the International Year of Millets. In this review, we highlight recent genetic and genomic innovations that can be explored to enhance grain micronutrient density in millets. We summarize the advances made in high-throughput phenotyping to accurately measure grain micronutrient content in cereals. We shed light on genetic diversity in millet germplasm collections existing globally that can be exploited for developing nutrient-dense and high-yielding varieties to address food and nutritional security. Furthermore, we describe the progress made in the fields of genomics, proteomics, metabolomics, and phenomics with an emphasis on enhancing the grain nutritional content for designing competitive biofortified varieties for the future. Considering the close genetic-relatedness within cereals, upcoming research should focus on identifying the genetic and genomic basis of nutritional traits in millets and introgressing them into major cereals through integrated omics approaches. Recent breakthroughs in the genome editing toolbox would be crucial for mainstreaming biofortification in millets.

Indexed as

genetic resourcesgenome editinggenomics-assisted breedingmicronutrientsomicsprecision phenotyping

Identifiers

PMID36950360
PMCPMC10025513
OpenAlexW4323316426

What OpenQuestion holds

Textfull text, public
LicenceCC BY
reference markers read21
measurements read264
Read underepoch 390

Registered trials

None linked

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.