Evidence map›Paper›PMID 34309724›Full record

ArticlePlant cell reports2021

Big genomic data analysis leads to more accurate trait prediction in hybrid breeding for yield enhancement in crop plants.

Roshan Kumar Singh, Manoj Prasad

Abstract read
PubMed Publisher
In one paragraph

Article in Plant cell reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Roshan Kumar SinghNational Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India.
Manoj PrasadNational Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India. manoj_prasad@nipgr.ac.in.ORCID http://orcid.org/0000-0003-0691-0163

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

key messageThe 'big data' in plant breeding refers to the cumulative genotyping and phenotyping information obtained from either a series of experimental sets or generated from a large number of accessions. Recent study supports the employment of big data for enhancing the accuracy of complex trait prediction during hybrid breeding of crop plants.

Indexed as

Crops, AgriculturalGenome, PlantGenomicsPlant BreedingGenomic predictionHybrid breedingYield

Identifiers

PMID34309724

What OpenQuestion holds

Textmetadata
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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.