Evidence map›Paper›PMID 37701801›Full record

ArticleFrontiers in plant science2023

Genomic predictions to leverage phenotypic data across genebanks.

Samira El Hanafi, Yong Jiang, Zakaria Kehel, Albert W Schulthess, Yusheng Zhao, Martin Mascher, Max Haupt, Axel Himmelbach, Nils Stein, Ahmed Amri and 1 more

Abstract read
In one paragraph

Article 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 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Integrating genomic predictions into an applied Central European wheat breeding program.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    Article
  2. Targeted expansion of a barley genebank core collection facilitates the discovery of disease resistance loci.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    Article
  3. Review
  4. Article
  5. Article
  6. Harnessing historical genebank data to accelerate pea breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
  7. Article
  8. Article
  9. Biocultural diversity and crop improvement.Emerging topics in life sciences · 2023
    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.

Samira El HanafiLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Yong JiangLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Zakaria KehelInternational Center for Agricultural Research in Dry Areas (ICARDA), Rabat, Morocco.
Albert W SchulthessLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Yusheng ZhaoLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Martin MascherLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Max HauptLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Axel HimmelbachLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Nils SteinLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
Ahmed AmriInternational Center for Agricultural Research in Dry Areas (ICARDA), Rabat, Morocco.
Jochen C ReifLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Genome-wide prediction is a powerful tool in breeding. Initial results suggest that genome-wide approaches are also promising for enhancing the use of the genebank material: predicting the performance of plant genetic resources can unlock their hidden potential and fill the information gap in genebanks across the world and, hence, underpin prebreeding programs. As a proof of concept, we evaluated the power of across-genebank prediction for extensive germplasm collections relying on historical data on flowering/heading date, plant height, and thousand kernel weight of 9,344 barley (

Indexed as

barleygenebankgenomic predictionICARDAIPKprediction ability

Identifiers

PMID37701801
PMCPMC10493331

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.