Evidence map›Paper›PMID 42322432›Full record

ReviewTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2026

Decoding heat-induced chalkiness in rice: molecular mechanisms, genetic networks, and mitigation strategies for climate resilience.

Mohamed Ali Eweda, Jingyao Yang, Umair Hassan, Jiafeng Wang, Yan Liang, Fangmin Cheng, Weijun Zhou, Xiaoli Jin

Abstract readReview
PubMed Publisher
In one paragraph

Review in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Mohamed Ali Eweda *The Advanced Seed Institute, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China.
Jingyao YangThe Advanced Seed Institute, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China.
Umair HassanThe Advanced Seed Institute, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China.
Jiafeng WangNational Engineering Research Center of Plant Space Breeding, South China Agricultural University, Guangzhou, 510642, China.
Yan LiangState Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Hangzhou, 310006, China.
Fangmin ChengInstitute of Crop Science, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China.
Weijun ZhouInstitute of Crop Science, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China.
Xiaoli Jin *The Advanced Seed Institute, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China. jinxl@zju.edu.cn.

Funding

National Natural Science Foundation of China W2442010The Key Project of Zhejiang Provincial Natural Science Foundation, China Z25C130017the Major Agricultural Technology Collaborative Extension Project, China 2025ZDXT01the Science and Technology Office of Zhejiang Province, China 2021C02063-6
6 · The paper itself

Abstract

Chalkiness is a critical trait that negatively affects rice grain appearance, milling quality, cooking properties, and consumer acceptance, and its incidence is increasing under climate change as elevated temperatures during grain filling become more frequent. As a complex quantitative trait shaped by strong genotype × environment interactions, heat-induced chalkiness arises from coordinated disruption of endosperm development, storage-substance metabolism, and stress-response pathways. This review synthesizes current understanding of the molecular, physiological, and genetic mechanisms underlying heat-induced chalkiness in rice. We distinguish constitutive regulators that govern grain development under all conditions from heat-responsive genes and pathways specifically activated under thermal stress, thereby providing a conceptual framework for temperature-dependent grain quality deterioration. We examine temperature-sensitive developmental windows, source-sink coordination, and heat-mediated disruption of starch, storage-protein, and lipid metabolism, with emphasis on the critical grain-filling stage during which elevated temperatures irreversibly impair endosperm structure. We integrate recent advances in heat sensing and signalling, including phytohormone, calcium, reactive oxygen species, endoplasmic reticulum stress, and membrane-lipid remodelling pathways and show how these signals converge through multilayered regulatory networks involving epigenetic, transcriptional, post-transcriptional, and protein-quality control. Finally, we discuss varietal variation in heat tolerance, the nutritional and post-harvest implications of chalkiness including its valorization across brewing, food-processing, and bio-economy markets, and emerging mitigation strategies spanning marker-assisted selection, genome editing, genomic selection, and optimized agronomic management. By integrating mechanistic insights with translational applications, this review provides a systems-level framework for developing climate-resilient rice varieties capable of maintaining grain quality in a warming climate.

Indexed as

Gene Regulatory NetworksHot TemperatureOryzaClimate ChangeEdible GrainEndospermGene Expression Regulation, PlantPhenotype

Identifiers

What OpenQuestion holds

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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.