ReviewStress biology2025
Light interacts with mechanical stress to regulate the seed-to-seedling transition.
Review in Stress biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Deep learning-based seed germination prediction using morphological traits and RGB images.BMC plant biology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
The transition from seed to seedling represents a critical developmental phase that determines seedling survival, crop establishment, and yield potential. This intricate developmental process encompasses multiple stages: seed germination beneath the soil surface, the upward growth of etiolated seedlings through the soil environment to reach the soil surface, and subsequent greening to support photoautotrophic growth. The key environmental factors influencing the transition of buried seed to seedling establishment are light, mechanical resistance imposed by soil cover, and the intricate interplay between these factors. Recent studies have significantly enhanced our comprehension of the dynamic and complex nature of this transition: as a seedling pushes upward through the soil, light exposure steadily increases while mechanical resistance gradually decreases. In response, seedlings must orchestrate the initiation of light-regulated developmental processes with adjustments to mechanical stress. This review summarizes the molecular mechanism through which light and mechanical stress interact to facilitate and optimize the transition from seed to seedling in Arabidopsis, with a particular emphasis on deep sowing conditions in rice and maize. Insights into these molecular mechanisms can advance our understanding of the seed-to-seedling biology and contribute to the genetic improvement of crops.
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Registered trials
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.