Evidence map›Paper›PMID 42807826›Full record

ArticleFrontiers in plant science2026

Combined transcriptomics and metabolomics analysis reveals the molecular responses of heat tolerance during germination stage in sesame.

Pan Zeng, Yanxin Deng, Xiaowen Yan, Zhiqi Wang, Junchao Liang, Jian Sun

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in plant science, 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

6 authors.

Pan ZengJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.
Yanxin DengJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.
Xiaowen YanJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.
Zhiqi WangJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.
Junchao LiangJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.
Jian SunJiangxi Province Key Laboratory of Oilcrops Genetic Improvement, Nanchang Branch of National Center of Oilcrops Improvement, Crops Institute of Jiangxi Academy of Agricultural Sciences, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sesame is an important oilseed crop, but its germination stage growth is increasingly limited by heat stress under climate warming. However, the molecular responses underlying heat tolerance in sesame germination stage remain unclear. In this study, a heat-tolerant genotype (G14) and a heat-sensitive genotype (G9) were compared under different durations of high-temperature treatment using phenotypic, metabolomic, and transcriptomic analyses. The results showed that G14 maintained better growth than G9 under both normal and heat stress conditions, with a more pronounced advantage under high temperature. G14 also accumulated lower levels of hydrogen peroxide (H

Indexed as

bHLHERFgermination stageheat stressmetabolomicsesametranscriptomic

Identifiers

PMID42807826
PMCPMC13617605

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.