Evidence map›Paper›PMID 41944963›Full record

ArticleRice (New York, N.Y.)2026

The miR396f-GRF7 Module Confers Thermotolerance in Rice.

Jinsheng Yu, Xinyu Jiang, Xinxin Huang, Yujun Xie, Qiuping Shen, Shen Ni, Nai Wu, Bai Li, Qiuhong Luo

Abstract read
In one paragraph

Article in Rice (New York, N.Y.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Jinsheng Yu *College of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China. jinshyu@zafu.edu.cn.
Xinyu Jiang *College of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China.
Xinxin HuangCollege of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China.
Yujun XieCollege of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China.
Qiuping ShenCollege of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China.
Shen NiChina National Rice Research Institute, Hangzhou, 311401, Zhejia, China.
Nai WuShanghai Agrobiological Gene Center, Shanghai, 201106, China.
Bai LiJiaxing Academy of Agricultural Sciences, Jiaxing, 314001, Zhejiang, China. libaia@yeah.net.
Qiuhong LuoCollege of Advanced Agricultural Sciences, Zhejiang A & F University, Hangzhou, 311300, Zhejiang, China. lqh@zafu.edu.cn.

Funding

National Natural Science Foundation of China 32171931the open funds of the National Key Laboratory of Crop Genetic Improvement ZK202404the Zhejiang Agriculture and Forestry University Talent Initiation Program 2024LFR025
6 · The paper itself

Abstract

Heat stress is one of the major threats to global rice production globally. Uncovering key genetic regulators of thermotolerance is crucial for breeding climate-resilient crops. While microRNA396 (miR396) is known to be heat-responsive, the function and mechanism of its specific member, miR396f, remain elusive. Here, we report that miR396f is a heat-induced miRNA exhibiting predominantly in vascular bundles. Its transcriptional induction was more pronounced in a thermotolerant variety (HT54) than in a heat-sensitive one (HT14), correlating with natural variation in its promoter sequence. Through a multi-step screening, we identified growth-regulation factor 7 (GRF7) as its direct target under heat stress. Genetic evidence demonstrated that the miR396f-GRF7 module positively regulates thermotolerance at both the seedling and flowering stages: miR396f knockout lines (396fKO) were heat-sensitive, whereas GRF7 knockout lines (grf7) exhibited enhanced thermotolerance. Transcriptome analysis of grf7 mutant under heat stress suggested its potential involvement in sugar metabolism pathways. Our study unveils the miR396f-GRF7 module as a novel positive regulator of rice thermotolerance, providing valuable genetic targets for future breeding programs.

Indexed as

GRF7miR396fOryza sativa L.PromoterSugar metabolismThermotolerance

Identifiers

PMID41944963
PMCPMC13212875

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Registered trials

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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.