ReviewCurrent opinion in plant biology2025
Building resilience by cultivating difference: A role for noise in development.
Review in Current opinion in plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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
2 citing papers in PubMed.
- A four-dimensional spatial transcriptome atlas of barley caryopsis development and germination.The Plant cell · 2026Article
- Productive chaos and precision engineering: decoupling discovery from manufacturing to revolutionize plant-inspired therapeutics.Frontiers in plant science · 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
2 authors.
Funding
Abstract
Across all biological life, cells in the same environment, with exposure to the same signals and cues exhibit differences in gene expression patterns. This phenomenon is deemed noise and it has long been a question whether it serves a functional role. In plants, recent advances indicate that noise enables many cell fate decisions and thus triggers organogenesis. Additionally, evidence suggests that noise allows organisms to adapt to dynamic environmental conditions and stressors. Given these recent findings and the increasing pressures of climate change on agriculture, efforts to understand the sources and effects of noise are crucial for future projects in engineering resilient, adaptable crops. In this review, we discuss how plants manage noisy gene expression, in some cases buffering and in some cases amplifying natural transcriptional noise. We also discuss the downstream implications of cell to cell heterogeneity on developmental outcomes and robustness. We describe recent progress in this area and present the possibility of using gene expression variability as an engineering target.
Indexed as
Identifiers
What OpenQuestion holds
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.