Evidence map›Paper›PMID 41189985›Full record

ArticleHorticulture research2025

Epigenetic crop improvement: Integrating ENCODE strategies into horticultural breeding.

Xiaodong Yang, Hamza Sohail, Iqra Noor, Francisco Cleilson Lopes Costa, Silin Zhong, Lili Zhang, Xuehao Chen

Abstract read
In one paragraph

Article in Horticulture research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

7 authors.

Xiaodong YangSchool of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu 225009, China.ORCID https://orcid.org/0000-0002-4971-2362
Hamza SohailSchool of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu 225009, China.ORCID https://orcid.org/0000-0003-1533-986X
Iqra NoorSchool of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu 225009, China.
Francisco Cleilson Lopes CostaInstitute of Biodiversity and Sustainability NUPEM, Universidade Federal do Rio de Janeiro (UFRJ), Macaé, RJ, Brazil.
Silin ZhongState Key Laboratory of Agrobiotechnology, School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China.ORCID https://orcid.org/0000-0002-0198-7383
Lili ZhangSchool of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu 225009, China.
Xuehao ChenSchool of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu 225009, China.ORCID https://orcid.org/0000-0002-5834-8750

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Epigenetic modifications, such as DNA methylation, histone modifications, chromatin remodeling, and RNA-associated silencing, play critical roles in regulating gene expression without altering the DNA sequence. In horticultural crops, these mechanisms control key biological processes, including fruit development and ripening, flowering time, stress adaptation, and phenotypic plasticity. Driven by high-throughput sequencing and multi-omics technologies, researchers have begun to uncover the dynamic landscape of plant epigenomes. Notably, the Encyclopedia of DNA Elements (ENCODE) project was developed to systematically map functional elements within the genome. Inspired by this initiative, similar strategies have been increasingly applied to plants to identify regulatory elements, chromatin states, and transcriptional networks. This review integrates recent findings on epigenetic regulation in model and horticultural species, emphasizing the role of epigenomic tools and ENCODE-like approaches in annotating cis-regulatory elements, epigenetic markers, and long non-coding RNAs (lncRNAs). We discuss how epigenetic modifications mediate developmental transitions and responses to environmental cues. Finally, we propose a framework for integrating ENCODE-derived insights with precision breeding to improve yield, quality, and stress resilience in horticultural crops. These advancements offer exciting opportunities for translating epigenomic knowledge into practical crop improvement strategies.

Identifiers

PMID41189985
PMCPMC12580988

What OpenQuestion holds

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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.