Evidence map›Paper›PMID 37304873›Full record

ArticlePeerJ2023

Morpho-biochemical characterization and molecular marker based genetic diversity of pearl millet (

Darshanaben F Gunguniya, Sushil Kumar, Mukesh P Patel, Amar A Sakure, Rumit Patel, Dileep Kumar, Vikas Khandelwal

Open access · goldAbstract read
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Article in PeerJ, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
4.4field-weighted citation impact, top 7% 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

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 11 citations in OpenAlex.

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4 · The record

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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 at 1 institution in 1 country.

Darshanaben F GunguniyaDepartment of Agricultural Biotechnology, Anand Agricultural University, Anand, Gujarat, India.
Sushil KumarDepartment of Agricultural Biotechnology, Anand Agricultural University, Anand, Gujarat, India.
Mukesh P PatelAgriculture and Horticulture Research Station, Anand Agricultural University, Khambholaj, Gujarat, India.
Amar A SakureDepartment of Agricultural Biotechnology, Anand Agricultural University, Anand, Gujarat, India.
Rumit PatelDepartment of Agricultural Biotechnology, Anand Agricultural University, Anand, Gujarat, India.
Dileep KumarMicronutrient Research Centre, Anand Agricultural University, Anand, Gujarat, India.
Vikas KhandelwalPlant Breeding, ICAR-All India Coordinated Research Project on Pearl Millet, Mandor, Rajasthan, India.
Anand Agricultural University · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pearl millet is a key food for millions living in semi-arid and arid regions and is a main diet for poorer populations. The genetic diversity existing in the pearl millet germplasm can be used to improve the micronutrient content and grain yield. Effective and organized exploitation of diversity at morphological and DNA levels is the strategy for any crop improvement program. In this study, the genetic diversity of 48 pearl millet genotypes was evaluated for eight morphological traits and eleven biochemical characters. All genotypes were also characterized using twelve SSR and six SRAP markers to evaluate genetic diversity. The significant mean difference between morphological and biochemical traits were detected. The productive tillers per plant varied from 2.65 to 7.60 with a mean of 4.80. The grain yield of genotypes varied more than 3× from 15.85 g (ICMR 07222) to 56.75 g (Nandi 75) with an average of 29.54 g per plant. Higher levels of protein, iron, and zinc contents were found to be present in ICMR 12555 (20.6%), ICMR 08666 (77.38 ppm), and IC 139900 (55.48 ppm), respectively, during the experiment. Substantial variability was observed for grain calcium as it ranged from 100.00 ppm (ICMR 10222) to 256.00 ppm (ICMR 12888). The top eight nutrient-dense genotypes flowered in 34-74 days and had 5.71-9.39 g 1,000 grain weight. Genotype ICMR 08666 was superior for Fe, Zn, K and P. The inter-genotype similarity coefficient at the genetic level, generated using DNA markers, ranged from 0.616 to 0.877 with a mean of 0.743. A combination of morpho-biochemical traits and DNA markers based diversity may help to differentiate the genotypes and diverse genotypes can be used in breeding programs to improve the mineral content in pearl millet.

Indexed as

PennisetumEdible GrainGenetic MarkersGenetic VariationPlant BreedingGenetic MarkersDiversityGermplasmGrain mineralsPearl milletVariabilityYield

Identifiers

PMID37304873
PMCPMC10249620
OpenAlexW4379473707

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LicenceCC BY
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Registered trials

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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.