Evidence map›Paper›PMID 36079572›Full record

ArticlePlants (Basel, Switzerland)2022

Integration of DNA Methylation and Transcriptome Data Improves Complex Trait Prediction in

Pernille Bjarup Hansen, Anja Karine Ruud, Gustavo de Los Campos, Marta Malinowska, Istvan Nagy, Simon Fiil Svane, Kristian Thorup-Kristensen, Jens Due Jensen, Lene Krusell, Torben Asp

Abstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Integrating multi-omics and machine learning for disease resistance prediction in legumes.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Review
  6. Article
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

10 authors.

Pernille Bjarup HansenCenter for Quantitative Genetics and Genomics, Aarhus University, 4200 Slagelse, Denmark.ORCID 0000-0001-9454-2940
Anja Karine RuudCenter for Quantitative Genetics and Genomics, Aarhus University, 4200 Slagelse, Denmark.
Gustavo de Los CamposDepartments of Epidemiology & Biostatistics and Statistics & Probability, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI 48824, USA.
Marta MalinowskaCenter for Quantitative Genetics and Genomics, Aarhus University, 4200 Slagelse, Denmark.ORCID 0000-0002-2152-4183
Istvan NagyCenter for Quantitative Genetics and Genomics, Aarhus University, 4200 Slagelse, Denmark.
Simon Fiil SvaneSection for Crop Sciences, Department of Plant and Environmental Sciences, Copenhagen University, 2630 Taastrup, Denmark.ORCID 0000-0002-8333-6524
Kristian Thorup-KristensenSection for Crop Sciences, Department of Plant and Environmental Sciences, Copenhagen University, 2630 Taastrup, Denmark.
Jens Due JensenNordic Seed A/S, Grindsnabevej 25, 8300 Odder, Denmark.
Lene KrusellSejet Plant Breeding, Nørremarksvej 67, 8700 Horsens, Denmark.
Torben AspCenter for Quantitative Genetics and Genomics, Aarhus University, 4200 Slagelse, Denmark.

Funding

Innovation Fund Denmark 46-2041-1Pajbjerg Foundation
6 · The paper itself

Abstract

Whole-genome multi-omics profiles contain valuable information for the characterization and prediction of complex traits in plants. In this study, we evaluate multi-omics models to predict four complex traits in barley (

Indexed as

barleyDNA methylationmulti-omics prediction of complex traitsRadiMax semi-field phenomics facilitytranscriptome

Identifiers

PMID36079572
PMCPMC9459846

What Socratic 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 Socratic graph.