Evidence map›Paper›PMID 40502075›Full record

ArticlebioRxiv : the preprint server for biology2025

Evaporative cooling signals for wound healing in plants.

Joseph Balem, Chenjiao Tan, Nathália Cássia Ferreira Dias, Mariah Arnold, Sorrel Tran, Paul M Severns, Paulo J P L Teixeira, Changying Li, Li Yang

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

9 authors.

Joseph BalemDepartment of Plant Pathology, University of Georgia, Athens 30602, USA.
Chenjiao TanDepartment of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, 32611, USA.
Nathália Cássia Ferreira DiasLuiz de Queiroz College of Agriculture, University of São Paulo.
Mariah ArnoldDepartment of Plant Pathology, University of Georgia, Athens 30602, USA.
Sorrel TranDepartment of Plant Pathology, University of Georgia, Athens 30602, USA.
Paul M SevernsDepartment of Plant Pathology, University of Georgia, Athens 30602, USA.
Paulo J P L TeixeiraLuiz de Queiroz College of Agriculture, University of São Paulo.
Changying LiDepartment of Agricultural and Biological Engineering, University of Florida, Gainesville, FL, 32611, USA.
Li YangDepartment of Plant Pathology, University of Georgia, Athens 30602, USA.ORCID 0000-0003-3665-544X

Funding

Dissect the Timing Mechanism for Immune Maturation in PlantsR35GM143067 · NIGMS · UNIVERSITY OF GEORGIA · PI Li Yang · 2021 to 2026
$1.7M
NIGMS NIH HHS R35 GM143067
6 · The paper itself

Abstract

Repairing a damaged body part is critical for the survival of any organism. In plants, tissue damage induces rapid responses that activate defense, regeneration and wound healing. While early wound signaling mediated by phytohormones, electrical signals and reactive oxygen species is well-characterized, the mechanisms governing the final stages of wound healing remain poorly understood. Here, we show that wounding in Arabidopsis leaves induces localized cooling, likely due to evaporative water loss, accompanied by the activation of cold-responsive genes. The subsequent disappearance of localized cooling and deactivation of cold-responsive genes serve as a quantitative marker of wound healing. Based on these observations, we developed a workflow by leveraging computer vision and deep learning to monitor the dynamics of wound healing. We found that CBFs transcription factors relay injury-induced cooling signal to wound healing. Thus, our work advances our understanding of tissue repair and provides a tool to quantify wound healing in plants.

Indexed as

cold responsedeep learningtemperature sensingwound healingwound response

Identifiers

PMID40502075
PMCPMC12154623

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.