Evidence map›Paper›PMID 34140962›Full record

ArticleFrontiers in plant science2021

Sorghum Pan-Genome Explores the Functional Utility for Genomic-Assisted Breeding to Accelerate the Genetic Gain.

Pradeep Ruperao, Nepolean Thirunavukkarasu, Prasad Gandham, Sivasubramani Selvanayagam, Mahalingam Govindaraj, Baloua Nebie, Eric Manyasa, Rajeev Gupta, Roma Rani Das, Damaris A Odeny and 4 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 1 pooled it
11.3field-weighted citation impact, top 1% 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

47 citing papers in PubMed, 1 synthesis or guideline pooled it, 96 citations in OpenAlex.

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  16. Sorghum as a monocot model for drought research.Frontiers in plant science · 2025
    Review
  17. Article
  18. Genomic resources, opportunities, and prospects for accelerated improvement of millets.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024
    Review
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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

14 authors at 5 institutions in 4 countries.

Pradeep RuperaoInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Nepolean ThirunavukkarasuGenomics and Molecular Breeding Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Prasad GandhamInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Sivasubramani SelvanayagamInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Mahalingam GovindarajInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Baloua NebieSorghum Breeding Program, International Crops Research Institute for the Semi-Arid Tropics, Bamako, Mali.
Eric ManyasaSorghum Breeding Program, International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya.
Rajeev GuptaInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Roma Rani DasInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Damaris A OdenySorghum Breeding Program, International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya.
Harish GandhiInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
David EdwardsSchool of Biological Sciences and Institute of Agriculture, The University of Western Australia, Perth, WA, Australia.
Santosh P DeshpandeInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
Abhishek RathoreInternational Crops Research Institute for the Semi-Arid Tropics, Patancheru, India.
International Crops Research Institute for the Semi-Arid Tropics · INInternational Crops Research Institute for the Semi-Arid Tropics · KEIndian Institute of Millets Research · INInternational Crops Research Institute for the Semi-Arid Tropics · MLUniversity of Western Australia · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sorghum (

Indexed as

diversitydrought genesgPAVGWASpan-genomeSNPsorghum

Identifiers

PMID34140962
PMCPMC8204017
OpenAlexW3159551484

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.