ReviewJournal of integrative plant biology2026
Integrating molecular networks and physiological adaptation for heat-resilient crops.
Review in Journal of integrative plant biology, 2026. 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.
- Effect of High Temperature and Drought on the Fatty Acid Composition of Oil of Different Linseed Varieties and Its Association with Gene Expression.International journal of molecular sciences · 2026Article
- Integrating molecular networks and physiological adaptation for heat-resilient crops.Journal of integrative plant biology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As global temperatures increase, heat stress has become a key limiting factor affecting crop yield and quality. Against the backdrop of growing global food demand and increasingly frequent extreme high-temperature events, this dual pressure poses a threat to global food security. This review systematically analyzes the physiological effects of heat on major crops, focusing on source-sink relationships and nutrient transport processes. We summarize key heat-related genes identified in these crops through forward and reverse genetic approaches, elucidating the mechanisms underlying heat signal perception and transduction across genetic, transcriptional, protein, metabolic, cell membrane, nuclear, and organellar levels. Furthermore, we explore the complex crosstalk between heat and other abiotic/biotic stresses in crops. Finally, we discuss current challenges and future avenues for breeding heat-resilient crops to ensure stable agricultural productivity.
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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.