Evidence map›Paper›PMID 41987653›Full record

ReviewJournal of integrative plant biology2026

Temperature regulation in plants: From molecular mechanisms to climate-resilient crop improvement.

Rong Zeng, Chuang Yang, Wei Luo, Lin-Lin Zhang, Kang Chong, Jian-Xiang Liu, Shuhua Yang

Abstract readReview
In one paragraph

Review in Journal of integrative plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. 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

7 authors.

Rong ZengSchool of Agriculture and Biotechnology, Sun Yat-sen University, Shenzhen, 518107, China.ORCID https://orcid.org/0009-0002-1800-0327
Chuang YangState Key Laboratory of Plant Environmental Resilience, College of Life Sciences, Zhejiang University, Hangzhou, 310027, China.ORCID https://orcid.org/0009-0009-0498-643X
Wei LuoState Key Laboratory of Forage Breeding-by-Design and Utilization, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.ORCID https://orcid.org/0000-0002-8149-6970
Lin-Lin ZhangState Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou, 310006, China.ORCID https://orcid.org/0000-0002-0509-1138
Kang ChongState Key Laboratory of Forage Breeding-by-Design and Utilization, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.ORCID https://orcid.org/0000-0003-4364-778X
Jian-Xiang LiuState Key Laboratory of Plant Environmental Resilience, College of Life Sciences, Zhejiang University, Hangzhou, 310027, China.ORCID https://orcid.org/0000-0003-0791-1301
Shuhua YangState Key Laboratory of Plant Environmental Resilience, Frontiers Science Center for Molecular Design Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China.ORCID https://orcid.org/0000-0003-1229-7166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Temperature is a fundamental environmental determinant of plant growth, development, reproduction, and yield, and increasing thermal variability poses a major threat to global food security. Plants have evolved multilayered thermosensory systems that perceive cold and heat, and convert these cues into coordinated physiological, molecular, and developmental responses through interconnected regulatory networks operating across cellular and chromatin levels. Beyond stress adaptation, temperature also controls key developmental programs. Thermomorphogenesis confers architectural plasticity under moderately elevated temperatures through the integrated actions of hormones, light signaling, the circadian clock, and chromatin remodeling. Temperature-sensitive genic male sterility links RNA metabolism, translational fidelity, and protein quality control to reproductive thermosensitivity, providing the genetic basis of two-line hybrid breeding systems. Vernalization represents a temperature-encoded epigenetic memory, in which prolonged cold establishes stable chromatin states that repress FLC in Arabidopsis and activate VRN1 in cereals, ensuring seasonal flowering competence while requiring resetting in the next generation. This review summarizes recent advances in temperature perception, signaling, regulatory networks, and epigenetic memory, and discusses how natural variation, genome editing, and AI-assisted prediction can accelerate molecular design breeding for climate-resilient crops.

Indexed as

ClimateCrops, AgriculturalTemperatureGene Expression Regulation, Plantclimate‐resilient cropcold stressheat stresstemperature‐sensitive genic male sterilitythermomorphogenesisvernalization

Identifiers

PMID41987653
PMCPMC13446644

What Socratic holds

Textmetadata
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.