Next Article in Journal
Skin Telocyte Secretome as Conditioned Medium Prevents Profibrotic Differentiation of Skin Fibroblasts into Myofibroblasts
Previous Article in Journal
Exertional Exhaustion (Post-Exertional Malaise, PEM) Evaluated by the Effects of Exercise on Cerebrospinal Fluid Metabolomics–Lipidomics and Serine Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
Previous Article in Special Issue
Genome-Wide Analysis, Identification, and Transcriptional Profile of the Response to Abiotic Stress of the Purple Acid Phosphatases (PAP) Gene Family in Apple
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Impact of High-Temperature Stress on Maize Seed Setting: Cellular and Molecular Insights of Thermotolerance

College of Life Sciences, Henan Agricultural University, Zhengzhou 450002, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Int. J. Mol. Sci. 2025, 26(3), 1283; https://doi.org/10.3390/ijms26031283
Submission received: 27 November 2024 / Revised: 24 January 2025 / Accepted: 29 January 2025 / Published: 2 February 2025
(This article belongs to the Special Issue Advance in Plant Abiotic Stress: 2nd Edition)

Abstract

:
Global warming poses a significant threat to crop production and food security, with maize (Zay mays L.) particularly vulnerable to high-temperature stress (HTS). This review explores the detrimental impacts of elevated temperatures on maize development across various growth stages, analyzed within the source–sink framework, with a particular focus on seed setting and yield reduction. It provides a broad analysis of maize cellular and molecular responses to HTS, highlighting the key roles of plant hormone abscisic acid (ABA) signaling, calcium signaling, chloroplast, and the DNA damage repair (DDR) system in maize. HTS disrupts ABA signaling pathways, impairing stomatal regulation and reducing water-use efficiency, while calcium signaling orchestrates stress responses by activating heat shock proteins and other protective mechanisms. Chloroplasts, as central to photosynthesis, are particularly sensitive to HTS, often exhibiting photosystem II damage and chlorophyll degradation. Recent studies also highlight the significance of the DDR system, with genes like ZmRAD51C playing crucial roles in maintaining genomic stability during reproductive organ development. DNA damage under HTS conditions emerges as a key factor contributing to reduced seed set, although the precise molecular mechanisms remain to be fully elucidated. Furthermore, the review examines cutting-edge genetic improvement strategies, aimed at developing thermotolerant maize cultivars. These recent research advances underscore the need for further investigation into the molecular basis of thermotolerance and open the door for future advancements in breeding thermotolerant crops.

1. Introduction

The rapid increase in greenhouse gas emissions, industrialization, deforestation, and urbanization, primarily due to human activities, has led to a significant rise in global temperatures. Between 2011 and 2020, global surface temperatures averaged 1.1 °C higher than the pre-industrial period of 1850–1900, with projections indicating this increase may exceed 1.5 °C by 2040 [1]. This warming trend poses a severe threat to agricultural food security [2,3], intensifying the impact of high-temperature stress (HTS) on key staple crops such as maize, rice, and wheat [4,5,6,7]. Research suggests that every 1 °C rise in global average temperature is estimated to reduce the global yield, with maize decreasing by 7.4% and wheat by 6.0% [2], rice yields by 3.2% [2,8], and major crop yields could experience at least a loss of 3.1% [9], placing considerable pressure on global food systems. Climate models predict that HTS events will become more frequent and intense, exacerbating challenges to crop production and national food security [10,11].
A balanced source-to-sink carbon flow is essential for optimal crop yields. However, HTS disrupts this balance by impairing carbon assimilation, storage, transport, and deposition in grains, ultimately reducing yield [12,13]. HTS affects the source by decreasing the photosynthetic capacity of leaves and accelerating premature leaf senescence, which reduces the total photosynthetic area and shortens the period for carbohydrate production [14]. At the same time, developing kernels experience reduced carbohydrate metabolism due to inhibited activity of key starch biosynthesis enzymes, such as ADP-glucose pyrophosphorylase (AGPase) [15]. This results in fewer and smaller kernels, directly reducing yield [16,17]. A weakened source cannot supply enough carbohydrates, and a compromised sink cannot efficiently use what is available [17,18]. This decoupling is especially severe during the reproductive stage, where HTS simultaneously reduces photosynthesis (source) and kernel development (sink) [17]. In maize, HTS-induced reductions in photosynthesis lead to carbohydrate shortages in developing kernels, often causing kernel abortion. This process is further exacerbated by hormonal imbalances triggered by stress [19].
To withstand HTS, plants initiate a series of well-coordinated defense mechanisms that address cellular damage and restore homeostasis. The first line of defense involves maintaining membrane stability to preserve cellular integrity and scavenging reactive oxygen species (ROS) to prevent oxidative damage [20,21,22,23]. This is supported by the enhanced production of antioxidants and the accumulation of compatible solutes, which stabilize proteins and cellular structures under stress conditions. Signal transduction pathways, such as mitogen-activated protein kinase (MAPK) and calcium-dependent protein kinase (CDPK) cascades, play a central role in perceiving stress signals and activating downstream responses. Among these, the activation of heat shock transcription factors (HSFs) is critical, as they orchestrate the transcription of heat-responsive genes. This leads to the accumulation of heat shock proteins (HSPs), which act as molecular chaperones to protect and refold damaged proteins. Additionally, these responses involve the activation of antioxidant systems, and the regulation of genes related to photosynthesis and metabolism, ensuring that energy production and carbon assimilation are adjusted to meet the plant’s needs under stress [20,21,22,23]. However, recent studies have indicated conservative and differential regulations of HTS response in major crop plants such as rice, wheat and maize [24]. The thermotolerance of maize to HTS under field conditions is a multifaceted trait governed by the interplay of numerous genes, each contributing subtle but critical effects. HTS triggers a series of molecular responses in maize, including the accumulation of HSPs, activation of antioxidant systems, signal transduction, and changes in the expression of genes related to photosynthesis and metabolism [4,25].
Although extensive research has explored the molecular mechanisms underlying maize responses to HTS, many gaps remain due to the complexity of environmental conditions in the field. This review focuses on the specific threat HTS poses to global maize production, emphasizing its impact on both vegetative and reproductive growth stages critical for maize development within the source–sink framework. We provide a comprehensive assessment of the molecular mechanisms regulating maize tolerance to HTS, particularly concerning seed-set—a key determinant of yield [26]. Seed-set refers to the formation of kernels following pollination and fertilization and is crucial for overall maize productivity. Successful seed-set depends on factors such as effective pollination, fertilization, and proper development of ovules into kernels. Adverse environmental conditions, especially high temperatures during the flowering stage, can lead to incomplete seed-set, resulting in kernel abortion and substantial yield reductions [17,27]. In this review, we propose future research directions to deepen our understanding of thermotolerant mechanisms in maize, focusing on abscisic acid (ABA) and calcium signaling pathways, as well as chloroplast function and DNA damage repair (DDR). We also discuss genetic improvement strategies to develop thermotolerant maize cultivars capable of withstanding future climatic challenges.

2. Effects of HTS on Maize Vegetative and Reproductive Growth Within the Source–Sink Framework

During the daytime, the optimal temperature for maize growth ranges from 25 to 33 °C, while at night, it ranges from 17 to 23 °C [13]. Generally, HTS occurs when ambient temperatures exceed the optimal range for plant growth by 10–15 °C [20]. This rapid increase can lead to irreversible damage during both vegetative and reproductive phases, profoundly affecting multiple physiological processes and ultimately reducing crop productivity. In maize leaves, HTS impairs photosynthesis by damaging thylakoid membranes, inhibiting Rubisco activity, and inducing photoinhibition, while excessive ROS accumulation exacerbates oxidative damage to lipids, proteins, and DNA [13,28]. HTS compromises membrane stability, resulting in ion leakage and cellular dysfunction [4]. Additionally, it disrupts hormonal balance, including an increase in ABA levels [29]. In reproductive tissues, HTS reduces pollen viability, stigmatic receptivity, and kernel development, as well as disrupting carbohydrate metabolism in developing kernels due to impaired starch biosynthesis [30,31]. In maize, HTS disrupts all growth stages, extending grain-filling time, causing grain abortion, reducing seed set, and significantly lowering overall yields [32]. The source–sink framework is fundamental to understanding plant growth and development. In maize, sources are organs that produce assimilates—primarily mature leaves through photosynthesis. Sinks are organs that consume assimilates for growth and storage, such as kernels, roots, and developing tissues like young leaves. Roots also function as the source and play a crucial role by absorbing minerals (nitrogen, phosphorus, potassium) and water, which are essential to assimilate production (Figure 1) [12,33]. HTS disrupts this delicate balance by impairing both source and sink functions during the vegetative and reproductive phases [12,33].
During the vegetative phase, HTS leads to a decrease in the leaf area index and leaf elongation rate [4,34,35]. These structural alterations, coupled with reductions in chlorophyll and antioxidant enzyme activity, diminish the photosynthetic capacity of the leaves [36,37]. As a result, the source strength of leaves is weakened, accelerating leaf senescence and leading to slower growth and wilting [38,39]. Conversely, roots have a dual role in the source–sink framework. They act as major sinks by consuming assimilates for their own growth. Simultaneously, they function as sources by absorbing minerals and water from the soil, supplying these essential resources to leaves and other sink tissues for further growth and development. HTS adversely affects root development by reducing root dry weight and inhibiting the growth of both primary roots and lateral roots [40,41]. When root zone temperatures exceed 36 °C, the water conduction capacity of the root system in the ‘thermosensitive’ maize type is significantly reduced. In contrast, the ‘thermotolerant’ maize type performs better under these conditions, likely due to its stronger root system, which ensures more efficient water absorption and transport [42,43]. This affects both the sink strength of the root to utilize assimilates and the source activity of the root to absorb minerals and water [44,45], which further indirectly impacts the source of the leaf by restricting the availability of essential nutrients required for photosynthesis [32]. The disruption of the source–sink balance under HTS meanwhile leads to an imbalance in assimilate allocation. Reduced sink demand from impaired roots can cause an accumulation of photosynthates in the leaves, potentially leading to feedback inhibition of photosynthesis [46,47]. This negative feedback may further suppress the source activity of the leaf, creating a cyclical decline in overall plant vigor. Consequently, the compromised interaction between sources and sinks under HTS might negatively impact plant growth and yield, and the plant may become less efficient at assimilating partitioning, further diminishing its ability to cope with stress (Figure 1).
Maize is particularly sensitive to HTS during the reproductive stage, especially during the microspore tetrad stage of pollen development and flowering. Even brief periods of elevated temperature can cause substantial grain loss [48,49]. During the reproductive stages, the primary source leaves experience increased respiration rates and reduced photosynthetic efficiency under HTS [14,50]. This diminishes the overall supply of carbohydrates and sugars available for reproductive development and grain-filling, weakening the source strength and limiting the energy resources needed for processes like pollen development and grain filling [25,51]. HTS accelerates heading, shortens the pollen-shedding period, and inhibits pollen tube growth [52,53], resulting in reduced pollen germination and viability [52,54]. Additionally, it disrupts anther dehiscence and delays the development of male and female reproductive structures, causing asynchronous pollination [54,55,56,57]. This misalignment leads to abnormal fertilization, kernel abortion, reduced seed-set, and ultimately decreased yields [52,53,54,55,56,57,58]. The reduced availability of assimilates from the leaves exacerbates these issues by failing to meet the heightened sink demand during reproduction (Figure 1). The advancements in research on maize yield penalties are comprehensively summarized in Table S1.
One study suggests that while nighttime HTS does not significantly impact flowering time or silk interval, it significantly increases leaf respiration and shortens the duration of pollen shedding as well as reducing pollen viability [59]. Additionally, nighttime HTS has no lasting effects on daytime leaf photosynthesis, biomass production, or assimilate transport [59]. However, another study, conducted with different maize hybrids, indicates that nighttime HTS can lead to a reduction in crop growth rate, closely associated with increased night respiration and decreased net photosynthesis at the leaf level during the day [60]. This highlights that the decline in source activity exacerbates the shortage of assimilates during critical periods of pollen development and grain filling. Consequently, high nighttime temperatures during flowering can significantly reduce seed-set in maize by disrupting the delicate balance between source supply and sink demand.

3. Quantitative Trait Loci Mapping (QTLs), Genome-Wide Association Studies (GWAS), and Molecular Markers for Enhancing Thermotolerance in Maize

HTS triggers complex responses in plants, involving numerous cellular components and polygenic traits at the whole-plant level. In maize, a single exposure to HTS can activate the expression of over 5000 genes [61]. Research into the molecular mechanisms of maize thermotolerance primarily focuses on two key areas. First, high-throughput omics and multi-omics approaches are employed to identify thermotolerance-related genes on a global scale [62,63,64,65,66,67]. The wealth of accumulated omics data provides a robust foundation for understanding the molecular mechanisms underlying thermotolerance. Second, due to the complexity of field conditions, genetic research uses established thermotolerance indicators to identify key QTLs [68,69] and genetic variations such as single nucleotide polymorphisms (SNPs) and insertions/deletions (InDels), often through GWAS [70,71]. These studies facilitate the cloning of relevant genes and offer deeper insights into their molecular functions, enriching our understanding of the regulatory networks involved in maize thermotolerance [27,72]. This approach is also effective for screening and breeding new thermotolerant maize cultivars.
Classical quantitative genetics approaches use pollen viability and pollen-shedding characteristics of maize tassels as indicators to study the genetic mechanisms of thermotolerance related to yield [72,73,74]. Through QTL mapping based on parental populations, several QTLs related to pollen germination and pollen tube growth under HTS have been identified [68,69]. For example, Frey et al. [75] identified 11 QTLs associated with yield thermotolerance using 6 segregating populations from Dent and Flint maize. Additionally, an association analysis using the expression level of the gene ZmbZIP60 revealed a major-effect QTL that regulates maize thermotolerance by influencing ZmbZIP60 expression [76]. Male sterility in plants, defined as the abnormal development of male organs leading to non-functional pollen, has been extensively studied. Although over 200 male-sterile mutants have been discovered, only about a dozen nuclear male sterility genes have been cloned, and the mechanisms of most remain unclear [77,78,79]. Significant progress has been made in understanding photothermosensitive and thermosensitive male sterility mutants or QTLs in plants [80,81], laying the groundwork for identifying genetic structures that influence maize seed-set under HTS conditions.
Compared to traditional QTL mapping, GWAS offers higher resolution and can identify genes associated with specific traits within a single population [70,71]. GWAS has facilitated the development of a large number of SNPs, which are instrumental in understanding trait associations [82]. Leaf scorch during flowering is another important thermosensitive phenotype observed in maize under HTS. By using eight populations derived from a cross between the inbred line Abe 2, which exhibits no leaf scorch, and B73, which is prone to leaf scorch, researchers developed 10,112 polymorphic markers via specific locus-amplified fragment sequencing (SLAF-seq). This analysis identified six candidate genes associated with thermotolerance of leaves during flowering [83].
Combining GWAS with linkage mapping has proven to be a powerful strategy for pinpointing gene loci associated with thermotolerance in maize [84]. Two genetic studies have identified key candidate genes involved in the thermotolerance of maize during the reproductive stage using established thermotolerant indicators and integrating linkage and association analyses [27,72]. In one study, researchers employed GWAS alongside a recombinant inbred line (RIL) population derived from a thermosensitive maize inbred line BT-1 and a thermotolerant line N6 [27]. Thermotolerant seed-set was evaluated across three years, two locations, and six environments, leading to the identification of thermotolerance QTLs and candidate genes closely linked to seed-set and pollen activity traits. Using seed set as a key indicator, the study identified 17 candidate genes for thermotolerant seed set [27]. Another study performed by combination of QTL and GWAS identified 37 candidate genes related to maize anthers thermotolerance [72]. These advancements provide a foundation for breeding more thermotolerant maize cultivars and understanding the molecular mechanisms of maize thermotolerance.
Despite these advances, relatively few thermotolerance genes have been cloned and functionally characterized in maize compared to model plants like Arabidopsis, tomato, and rice through QTL and GWAS. Several factors contribute to the increased difficulty in maize, including its complex genome structure [85,86], rapid linkage disequilibrium (LD) decay [87], high genetic diversity [85,86], and the complexity of field conditions where numerous genotype × environment (G×E) interactions complicate the identification of key thermotolerant QTLs [88]. Moreover, the polygenic nature of thermotolerance, influenced by a multitude of environmental factors, requires large and diverse mapping populations to capture rare alleles with significant effects, complicating the identification of robust QTLs for thermotolerance [89]. The advent of next-generation sequencing (NGS) technologies has rapidly accelerated the generation of molecular markers from maize inbred lines, landraces, and wild relatives (such as teosinte) using genotyping-by-sequencing (GBS) approaches [90,91,92]. These molecular markers facilitate high-resolution mapping, and the identification of genetic variations associated with thermotolerance.

4. Thermotolerance Mechanisms of Maize Seed-Set in Response to HTS

HTS poses significant challenges to maize productivity by affecting various physiological and molecular processes crucial for seed setting. Understanding the underlying thermotolerance mechanisms is essential for developing thermotolerant maize cultivars and enhancing maize yield. Recent advancements in understanding HTS in maize have highlighted four critical targets influenced by HTS: ABA signaling, calcium signaling pathways, chloroplast function, and DDR system (Figure 2). The following sections will discuss the effects of HTS on each of these key pathways in maize. The genes critical to thermotolerance in maize are outlined in Table 1.
Based on the current research progress on the molecular mechanisms underlying thermotolerance in maize, four major signaling pathways are identified as critical mediators of seed set thermotolerance. These pathways include calcium signaling, ABA, chloroplast photosynthetic efficiency, and DDR. Calcium signaling pathway: Under HTS, membrane proteins such as cyclic nucleotide-gated channels (CNGCs) and glutamate receptor-like channels (GLRs) facilitate the influx of calcium ions into the cytoplasm, while calcium efflux transporters export calcium ions extracellularly. The elevated cytoplasmic calcium concentration activates the ZmMKK9-ZmMPK20/ZmRIN2 signaling pathway, which suppresses stomatal opening to reduce excessive water loss caused by HTS. Calcium also activates ZmCDPK7, which phosphorylates the chaperone protein ZmHSP17.4 and ROS-scavenging enzymes ZmAPX1 and ZmCAT1. Additionally, calmodulin (CaM) activates ZmACA2, which may further enhance intracellular calcium accumulation. ABA signaling pathway: ABA plays a central role in regulating maize thermotolerance and exhibits tight interconnections with calcium signaling, chloroplast photosynthetic efficiency, and DDR under HTS. High temperatures increase intracellular ABA levels, activating ZmRPP13, which elevates cytoplasmic cAMP levels and further boosts calcium influx via CNGCs. ABA directly or indirectly activates kinases such as ZmCIPK and ZmSnRK, leading to the activation of ZmMPK14. Additionally, ZmWRKY16, responsive to ABA, upregulates downstream ROS-scavenging enzymes (ZmSOD, ZmPOD, and ZmCAT) to mitigate intracellular oxidative stress caused by high temperatures. Interestingly, ABA can also promote intracellular ROS accumulation by enhancing the activity of membrane-bound RBOHD enzymes. Positive feedback exists between ABA and ZmbZIP4, amplifying the stress response. ABA may suppress ROS and malondialdehyde (MDA) accumulation via ZmNF-YA1, thereby protecting chlorophyll from degradation. Moreover, ABA likely activates the ZmTWA1-ZmHSFA2 pathway, leading to the accumulation of chloroplast-localized proteins ZmHSP26 and ZmDnaJ96, which stabilize ROS-scavenging enzymes such as ZmSOD and ZmPOD under HTS, ensuring sustained chloroplast photosynthetic efficiency. Chlorophyll degradation regulators ZmCLH1 and ZmNYE1 are negatively controlled by the nuclear transcription factor ZmbZIP60, whose protein levels are influenced by ZmIRE1 via transcriptional splicing. As a positive regulator of thermotolerance, ZmbZIP60 activates the ZmHUG1-ZmPRA1.C1 pathway. ABA signaling also activates the ZmABF1-ZmHSFTF13 (ZmHSFA6b) cascade, leading to the accumulation of ZmHSP90, which may further participate in DDR through the HOS1-RECQ2 pathway. DNA damage repair pathway: HTS causes genomic DNA damage, including DSBs and SSBs. ZmRAD51C plays roles in mitigating DSBs, and ZmMutS2 is also likely involved in this process. ZmHSFA2, through the activation of ZmHSP90, also contributes to DDR. Signals from high temperature-induced DNA damage may activate proteins such as ZmRPN10, ZmBRCA1, Zm2OG Fe(II) oxygenase, ZmCAP-G2, and ZmAHL21, among others, which may participate in DDR processes. These components form a complex regulatory network centered on ABA signaling, conferring maize with the ability to maintain kernel development under HTS. Visualization of signaling pathways was performed using Adobe Illustrator 2023.

4.1. Regulation of ABA Signaling Pathway Under HTS

ABA plays a central role in mediating plant stress responses by enhancing antioxidant capacity and modulating ROS levels, thereby improving thermotolerance [93]. HTS leads to excessive accumulation of ABA and suppression of cytokinin levels, disrupting proper maize kernel development [31]. On the other hand, treating maize seedlings with a calcium ion solution and ABA has been shown to enhance antioxidant enzyme activity, reduce lipid peroxidation, and improve heat tolerance [94]. ABA induces the expression of NADPH oxidase (RBOHD), leading to increased ROS production [95]. Under HTS, ABA significantly promotes maize growth [96]. Additionally, endogenous hydrogen sulfide (H2S) and ABA levels in maize seedlings can mutually induce each other under both normal and HTS conditions. By regulating the activities of metabolic enzymes and gene expression, the combined or individual application of H₂S and ABA significantly improves maize seedling thermotolerance, increasing survival rates and reducing membrane damage [97]. Similarly to ABA, under abiotic stress conditions, γ-Aminobutyric acid (GABA) rapidly accumulates and triggers a series of protective mechanisms that help plants cope with abiotic stress. Exogenous application of GABA has been shown to significantly improve crop performance in saline soils [98], suggesting that exploring whether GABA treatment can significantly enhance maize thermotolerance is a promising avenue for further research.
In maize, high-temperature and ABA-induced ZmCDPK7 enhances thermotolerance by upregulating small heat shock protein 17.4 (sHSP17.4), ascorbate peroxidase 1 (APX1), and catalase 1 (CAT1) under HTS [64]. WRKY transcription factors are vital for plant development, defense, and stress responses. Overexpression of ZmWRKY106 enhances thermotolerance in transgenic Arabidopsis by regulating stress-responsive genes via the ABA signaling pathway. It also reduces ROS levels by enhancing the activities of key antioxidant enzymes such as superoxide dismutase (SOD), peroxidase (POD), and CAT, indicating its broad involvement in abiotic stress response pathways [99]. Nuclear factor Y (NF-Y) is a heterotrimeric transcription factor that is widely conserved among eukaryotes. ZmNF-YA1 is involved in maize root development. Following HTS, ZmNF-YA1 mutants exhibit higher MDA content and ROS accumulation compared to WT and overexpression lines, along with lower chlorophyll levels. The role of ZmNF-YA1 in protein stability, refolding, and the regulation of ABA, ROS, and temperature signals may explain why its overexpression enhances thermotolerance, whereas the mutant displays a thermosensitive phenotype [100]. Additionally, basic leucine zipper (bZIP) transcription factors, like ZmbZIP4, also regulate multiple stress responses. ZmbZIP4 is differentially expressed in various maize organs and is induced by HTS and ABA treatment. As a positive regulator of stress tolerance, ZmbZIP4 is involved in root development, and its overexpression increases ABA synthesis, enhancing maize resistance to HTS [101]. Both ZmNF-YA1 and ZmbZIP4 regulate maize thermotolerance and root development, suggesting they may function in the source–sink balance in maize seed setting under HTS. ZmRPP13-LK3, a newly identified adenylate cyclase (AC), catalyzes ATP to produce cyclic AMP (cAMP), contributing to ABA-mediated thermotolerance in maize through activating the expression of sHSP17.2, sHSP17.4, HSP70, and HSP82 [102]. ZmHSF11, a heat shock transcription factor (HSF) gene in maize, belongs to the HSF class B and is upregulated in response to HTS. Overexpression of ZmHSF11 in Arabidopsis and rice reduces the survival rate and ABA sensitivity of transgenic plants under HTS. Additionally, ZmHSF11 negatively regulates oxidative stress-related genes such as APX2, DREB2A, HsfA2e, and HSP17, leading to increased cell death under HTS [103]. Additionally, GRMZM2G406715 encodes a bZIP transcription factor (ZmABF1) homologous to Arabidopsis ABA-responsive element binding factor 1 (ABF1), which activates ZmHSFA6b, a heat shock factor necessary for ABA-mediated thermotolerance [27,104] (Figure 2). Recent studies in Arabidopsis have identified Thermo-With ABA-response 1 (TWA1) as a temperature-sensing transcriptional coregulator that plays a significant role in the integration of abiotic stress responses, particularly involving ABA and HTS. The expression of HSF A2 (HSFA2) and heat shock proteins (HSPs) (e.g., HSP90) relies on TWA1 [105] (Figure 2). By connecting the responses to HTS, TWA1 enhances the plant overall resilience to HTS, making it a vital component in the complex regulatory networks that govern thermotolerance. Homologs of AtTWA1 in maize suggest a conserved role in temperature sensing, warranting further investigation into its function in maize thermotolerance. Further research could provide deeper insights into the molecular mechanisms underlying these interactions.

4.2. Calcium Signaling in Maize Response to HTS

Calcium ions (Ca2⁺) play a pivotal role as universal second messengers in plant cells, mediating responses to various abiotic stresses, including HTS. Calcium is a versatile second messenger that can modulate many cellular processes [106]. In maize, calcium signaling is integral to activating defense mechanisms that enhance thermotolerance (Figure 2) (Table 1). This section explores how HTS affects membrane properties, triggers calcium influx, and initiates signaling cascades leading to the expression of HSPs and other protective responses.
Elevated temperatures disrupt the lipid composition of the plasma membrane, increasing its fluidity and causing conformational changes in membrane-bound proteins, including calcium channels [107]. This disruption leads to the opening of Ca2⁺ channels, resulting in a rapid influx of Ca2⁺ into the cytoplasm [108]. The increase in cytosolic Ca2⁺ concentration acts as an initial signal of HTS. Specific calcium channels, such as cyclic nucleotide-gated ion channels (CNGCs), are activated by increased cAMP levels under HTS, facilitating further Ca2⁺ influx [109]. These channels amplify the calcium signaling cascade, enhancing the activation of downstream responses. Glutamate receptor-like channels (GLRs) also regulate intracellular Ca2⁺ concentrations by sensing external glutamate signals, thereby enhancing maize thermotolerance [110]. The elevated Ca2⁺ levels trigger downstream signaling pathways that activate stress-responsive genes and proteins essential for thermotolerance, such as HSFs and HSPs [109,111,112]. Calcium ions bind to specific calcium sensor proteins, such as calmodulin (CaM) and CDPKs, which transduce the signal by modifying the activity of target proteins [113]. Ca2⁺-activated CaM forms a complex that interacts with HSFs. This interaction enhances the DNA-binding ability of HSFs to heat shock elements (HSEs) in the promoters of HSP genes, upregulating their expression [113]. HSPs function as molecular chaperones, preventing protein denaturation and aggregation under HTS, thereby protecting cellular proteins and maintaining cellular homeostasis.
Gao et al. [27] and Wen et al. [83] collectively identified several candidate genes involved in calcium signaling pathways crucial for thermotolerance in maize. These discoveries, along with recent reports of other key genes (Table 1), highlight the complex network of calcium signaling in response to HTS and underscore the importance of further research in this area. Zm00001d033334 was identified as a candidate gene associated with thermotolerance during flowering [83]. The Arabidopsis homolog of Zm00001d033334 (ZmACA2), known as AtACA2, encodes a CaM-regulated Ca2⁺-ATPase localized in the endoplasmic reticulum (ER). Under HTS, AtACA2 plays a crucial role in maintaining calcium homeostasis and ensuring pollen transfer efficiency, which is vital for pollen thermotolerance in Arabidopsis [114,115]. Gao et al. [27] identified 17 candidate genes associated with thermotolerance during seed setting. Among them, the thermotolerance candidate gene GRMZM2G023081 encodes a Ca2+ efflux transporter (Zm Ca2+ efflux transporter). GRMZM2G409658 (ZmCIPK/SnRK) encodes a calcineurin B-like protein-interacting kinase (CIPK), also known as a sucrose non-fermentation-related protein kinase (SnRK). Members of the ZmCIPK/SnRK family are key players in pollen tube growth, seed set, and abiotic stress responses by mediating Ca2⁺ signaling [116,117]. The mitogen-activated protein kinase (MAPK) cascade is another critical pathway activated by calcium signaling under HTS. In maize, the MAPK cascade involving ZmMKK9-ZmMPK20-ZmRIN2 negatively regulates HTS-induced stomatal opening, balancing water loss and leaf temperature, thereby contributing to enhanced thermotolerance [118]. Another candidate gene identified by Gao et al. [27], GRMZM2G062914, encodes the maize MAPK 14 (ZmMPK14). Its Arabidopsis homolog, ABA-induced AtMPK1, increases sensitivity to ABA and enhances ABA-mediated stress responses [119]; and it is activated by AtSnRK2 [120]. Interaction network analysis suggests a strong connection between ZmMPK14 and ZmCIPK/SnRK (GRMZM2G409658), indicating that Ca2⁺ and ABA signaling may mediate their interaction. This signaling cascade likely activates downstream genes such as ZmABF1 and ZmHSFA6b, thereby enhancing maize thermotolerance [27]. Since ZmCDPK7, ZmCIPK/SnRK, and ZmMPK14 are calcium-dependent, ABA-responsive, and HTS-induced [61,117,119,121], they likely function together as a signaling module (ZmCDPK7-ZmCIPK/SnRK-ZmMPK14) (Figure 2). This module integrates calcium and ABA pathways with HTS responses in maize, coordinating a multifaced defense mechanism to enhance maize resilience under HTS. Their roles highlight significant potential as targets for improving thermotolerance in maize. Modifying their expression or activity could strengthen maize response to HTS, positioning them as promising candidates for genetic manipulation in thermotolerance breeding programs.

4.3. Role of Chloroplasts in Maize Thermotolerance

Chloroplasts play a pivotal role in plant thermotolerance, orchestrating a series of structural and molecular responses to HTS, which adversely affects photosynthesis and disrupts the cellular energy balance. Moderate HTS (35–40 °C) causes significant structural changes in chloroplasts, such as enlargement and increased vesicle formation, indicating alterations in thylakoid structures [122]. These changes impair the chloroplast redox state, affecting photosynthetic reactions and carbon metabolism [123].
HTS activates the RNA splicing factor inositol-requiring enzyme 1 (IRE1) located in the ER. Activated ZmIRE1 facilitates the splicing of ZmbZIP60 mRNA, leading to the production of the active ZmbZIP60 protein in maize [124]. ZmbZIP60 functions as a transcription factor that downregulates genes CLH1 and NYE1, which are involved in chlorophyll degradation, thereby maintaining chlorophyll levels and preserving photosynthetic efficiency under HTS [125]. Moreover, ZmbZIP60 activates the HTS-induced molecular chaperone heat up-regulated gene 1 (ZmHUG1), which prevents the aggregation of preacylated RAB receptor 1.C1 (ZmPRA1.C1) and stabilizes other target proteins, alleviating ER stress and enhancing maize thermotolerance [126]. This regulatory pathway is essential for sustaining chloroplast function and preventing the detrimental effects of HTS-induced chlorophyll loss. In response to HTS, sHSPs are imported into chloroplasts to safeguard the photosynthetic apparatus (Figure 2). These molecular chaperones prevent protein denaturation and aggregation, thereby protecting the thylakoid membrane and photosystem II (PSII) from HTS-induced damage [127,128]. For example, HTS-induced ZmsHSP26 is also triggered by H₂O₂ treatment and interacts with specific chloroplast proteins, protecting them against oxidative and thermal stress [129]. Overexpression of ZmDnaJ96, a member of the DnaJ (Hsp40) family of proteins in maize, is reported to localize primarily in the chloroplasts, enhancing the activity of chloroplast antioxidant enzymes and protecting chloroplasts from HTS; while silencing ZmDnaJ96 reduces thermotolerance in maize by lowering antioxidant enzyme activity of SOD and POD [130] (Figure 2). By stabilizing key components of the photosynthetic machinery, these sHSPs ensure the continued functionality of PSII and overall photosynthetic performance under adverse temperature conditions. ZmNAGK, another key gene, is significantly upregulated in maize under HTS and is localized in chloroplasts. Overexpression of ZmNAGK enhances thermotolerance in tobacco during seed germination and seedling growth. Transcriptome analysis reveals that ZmNAGK regulates the expression of genes encoding antioxidant enzymes, such as APX2 and SODC. and heat shock network genes [131]. Future research should focus on elucidating the intricate signaling networks between chloroplasts and other cellular components to further understand the mechanisms underlying thermotolerance.

4.4. DNA Damage Repair Mechanisms Under HTS

HTS leads to the overproduction of ROS in plants, resulting in oxidative stress and various forms of DNA damage, including single-strand breaks (SSBs) and double-strand breaks (DSBs) [132,133,134,135]. Excessive ROS not only causes direct damage to DNA but also impairs the function of DNA damage repair (DDR) enzymes, further compromising genome integrity [134]. This accumulation of DNA damage can disrupt cellular processes and affect plant growth and reproduction. To counteract these effects, plants activate DDR systems such as homologous recombination (HR) and non-homologous end joining (NHEJ) to repair DSBs [136]. The MRE11-RAD50-NBS1 (MRN) complex is essential for recognizing DNA damage and initiating the repair process by signaling and recruiting other repair proteins [137]. However, HTS can inhibit these repair pathways by affecting the expression and activity of key repair proteins directly or indirectly, making the maintenance of genome integrity critical for thermotolerance.
Molecular chaperones from the HSP family, particularly HSP101, play vital roles in preventing protein misfolding and supporting DNA repair signaling pathways under stress conditions [138]. In maize, overexpression of ZmHSP101 in anthers enhances thermotolerance during microspore formation by facilitating DSB repair and ensuring proper progression of meiosis [139]. ZmCAP-G2 in maize encodes a protein homologous to the condensing complex subunit CAP-G2, and its Arabidopsis homolog CAP-G2 functions in DDR [140]. Another key player in DDR is the radiation-sensitive recombinase ZmRAD51C, which is essential for meiotic DSB repair and HR in maize, ensuring the proper segregation of homologous chromosomes [141] (Figure 2).
Among the 17 candidate genes related to maize seed-set thermotolerance [27], four candidates or their homologues have been identified that contribute to DDR or genome stability under HTS. For instance, GRMZM2G060349 (ZmMutS2) encodes a protein belonging to Mutator S (MutS) protein family. MutS family proteins are a part of the mismatch repair (MMR) system that recognizes and binds to mismatched nucleotides during DNA replication. Plant MutS2, unlike its well-studied MSH2 counterpart, has not been characterized extensively in terms of its molecular function in plants [142]. Studies suggest that it might play a role in DDR and protection against oxidative stress, similar to what has been observed in other organisms [142]. ZmMutS2 is upregulated in thermotolerant maize lines in response to high temperature, indicating its protective role during reproduction under HTS [27]. GRMZM2G341723 encodes a HD domain-containing metal-dependent phosphohydrolase (ZmHD phosphohydrolase) and is a large and diverse family of enzymes characterized by the presence of an HD (histidine–aspartate) domain, which coordinates metal ions to hydrolyze phosphodiester bonds. It has been reported that the human SAMHD1 and its probable Arabidopsis ortholog of VEN4 function in DSB repair by HR, which indicates functional conservation in DNA repair by VEN4 and SAMHD1 [143]. GRMZM2G136494 encodes a C2H2-like zinc finger protein (ZmC2H2-like protein), which typically consist of a conserved sequence of two cysteines and two histidines that coordinate a zinc ion. The structural flexibility of C2H2 zinc finger domains allows them to bind to DNA, RNA, and proteins, which makes them versatile in regulating gene expression, participating in the DDR pathways and maintaining genome integrity under conditions of DNA damage caused by various stressors [144]. Human FLYWCH1 can colocalize with DNA damage markers like γH2AX and regulate the expression of key DDR proteins such as ATM and p53. This suggests that C2H2 proteins like FLYWCH1 might facilitate the recruitment and activation of DDR machinery, contributing directly to the maintenance of genome stability by promoting efficient DDR [145]. C2H2 zinc finger proteins often contain multiple functional domains, such as KRAB (Krüppel-associated box) and SCAN domains, which contribute to transcriptional repression and protein–protein interactions. These additional domains enable C2H2 proteins to regulate various aspects of cell biology, including the suppression of transposable elements, which is crucial for preserving genomic stability in Arabidopsis [146] (Figure 2).
Similarly, Feng et al. [72] identified 37 candidate genes related to maize anther thermotolerance. Among them, four candidates or their homologs have been identified that contribute to DDR or genome stability under HTS. Zm00001d033327 encodes a 2OGFe(II)-dependent oxygenase (Zm2OGFe(II) oxygenase), which shares homology with a conserved human enzyme that catalyzes oxidative reactions and responds to cellular stresses like hypoxia and DNA damage, promoting DDR and maintaining genome integrity [147]. Zm00001d003124 encodes a DNA glycosylase (ZmDNA glycosylase), which plays a key role in base excision repair by recognizing and excising damaged bases, initiating a repair process that restores DNA structure with high accuracy [148]. Zm00001d028396 (ZmRPN10) encodes the 26S proteasome non-ATPase regulatory subunit 4-like protein. Its Arabidopsis homolog, RPN10 (AT4G38630), is known to be induced by HTS [149]. As part of the 26S proteasome, human RPN10 helps mediate the degradation of ubiquitinated BRCA1- an essential DDR protein, involved in DDR. By regulating the stability of these proteins, RPN10 indirectly influences the efficiency and fidelity of DDR mechanisms [150]. Therefore, it might be worthwhile to examine the response of maize ZmRPN10 mutants to DNA-damaging treatments (e.g., γ-irradiation, UV light, or chemicals like methyl methanesulfonate) and to look at changes in the expression and stability of known DNA repair proteins. Zm00001d002495 encodes an AT-hook motif nuclear-localized protein 21 (ZmAHL21). AHL proteins contain the AT-hook motif, which is known to bind to AT-rich regions of DNA, influencing chromatin structure and gene expression. The AT-hook motif is conserved across various species and is also found in other DNA-binding proteins like the high mobility group (HMG) proteins, which are associated with chromatin remodeling and DDR [151,152]. Zm00001d003081 encodes glutaredoxin homolog1 (ZmGRX1) protein. Studies in yeast and mammals have shown that glutaredoxins are involved in DDR processes by maintaining the activity of DNA repair enzymes such as OGG1 (8-oxoguanine DNA glycosylase). They also influence the activity of other repair proteins by maintaining their redox states [153,154]. Zm00001d003083 encodes isocitrate dehydrogenase (ZmIDH) involved in the DDR pathway, primarily through its role in cellular metabolism and redox homeostasis. In humans, IDH1 and IDH2 mutations are frequently observed in cancers such as gliomas and acute myeloid leukemia (AML). These mutations are associated with the production of 2-HG, which competitively inhibits α-KG-dependent enzymes and disrupts DDR processes [155]. In plants, IDH plays a similar role in maintaining redox balance and metabolic regulation. While direct evidence of IDH’s involvement in DDR in plants is limited, its function in producing NADPH and regulating cellular redox states [156] suggests it could have an indirect impact on the plant DDR. These findings indicate that DDR and genome stability during the reproductive stages are the main components targeted by HTS (Table 1) (Figure 2).
In Arabidopsis, the HSP90-HOS1-RECQ2 module is activated under HTS, promoting DNA repair and maintaining genome integrity [157]. HSP90 interacts with the E3 ubiquitin ligase HOS1 and the helicase RECQ2 to facilitate the repair of DNA damage caused by HTS. A similar mechanism may exist in maize (Figure 2), where ZmHSFA2, ZmHSFA6b, and ZmHSFTF13 (a member of ZmHSFA6b family) respond to upstream signals, such as ABA or high-temperature, and activate the expression of ZmHSP90 [27,104,125]. Thus, specific members of the ZmHSFA2 and ZmHSFA6b families likely integrate these signals to activate the HSP90-HOS1-RECQ2 module, promoting genome stability under HTS conditions (Figure 2). This regulatory relationship makes ZmHSFA2 and ZmHSFA6b family genes promising targets for genetic manipulation to enhance thermotolerance in maize. By overexpressing or modifying ZmHSFA2s and ZmHSFA6bs to efficiently regulate the HSP90-HOS1-RECQ2 module, breeders could improve thermotolerance, particularly during the sensitive stages of seed development. Further research into these regulatory networks is essential to deepen our understanding of how these pathways support genome stability and resilience to heat stress in maize.
By reinforcing DDR mechanisms and ensuring genome integrity, plants can improve their thermotolerance, which is vital for sustaining growth and reproduction under HTS. Advances in this area could lead to the development of maize cultivars with enhanced thermotolerance to HTS, addressing the challenges posed by global climate change.

4.5. The Structure of Maize Cell Wall and Thermotolerance

A recent study has shown that ZmHSF4 and cellulose synthase A2 (ZmCesA2) contribute to the HTS response by promoting thermotolerance. ZmHSF4 positively regulates the expression of ZmCesA2, leading to increased cellulose synthesis and enhanced cell wall integrity, which helps maize seedlings withstand HTS. Conversely, ZmHSF20 acts as a negative regulator by inhibiting cellulose accumulation. It binds to the promoters of ZmCesA2 and three class A HSFs, including ZmHSF4, suppressing their transcription. This suppression may reduce the thermotolerance of maize seedlings by weakening cell wall structure and making them more susceptible to heat damage [158]. The finding suggests that changes in cell wall structure, particularly in cellulose content, may explain the observed effects on thermotolerance in maize. The cell wall rigidity and composition could influence the maize ability to maintain cellular integrity under HTS. However, the exact connection between cell wall remodeling and the HTS response remains to be fully elucidated. Further research is needed to investigate how cell wall modifications interact with HTS signaling pathways to confer thermotolerance.
Table 1. Key genes implicated in the regulation of high-temperature stress responses in maize.
Table 1. Key genes implicated in the regulation of high-temperature stress responses in maize.
NumberGene IDFunctionsReferences
ABA signaling
1GRMZM2G013391 (ZmWRKY106)Acted as a positive factor under drought and high-temperature stress[99]
2Zm00001d018178 (ZmbZIP4)Involved in root development, and its overexpression increases ABA synthesis, enhancing maize resistance to HTS[101]
3Zm00001d045512 (ZmRPP13-LK3)Catalyzes ATP to produce cAMP, contributing to ABA-mediated thermotolerance in maize[102]
4Zm00001d027874 (ZmNF-YA1)A positive regulator of drought stress response is involved in maize root development[100]
5Zm00001d034433 (ZmHSF11)Heat stress response[103]
Calcium signaling
6Zm00001d033334 (ZmACA2)Involved in maintaining calcium homeostasis and pollen transfer efficiency in Arabidopsis[83,114,115]
7Zm00001d006621 (ZmCDPK7)Induced by ABA to participate in heat resistance of maize by mediating phosphorylation of sHSP17.4[64]
8GRMZM2G409658 (ZmCIPK/SnRK)The CIPK/SnRK family play a key role in pollen tube growth, fruiting, and abiotic stress by sensing and mediating Ca2+ signaling[27,116,117]
9Zm00001d028273 (ZmMKK9)Phosphorylated ZmMPK20 and enhanced the inhibitory effect of ZmMPK20 on ZmRIN2 degradation[118]
10Zm00001d039141 (ZmMPK20)Prevented ZmRIN2 degradation by inhibiting ZmRIN2 self-ubiquitination[118]
11Zm00001d006373 (ZmRIN2)Balance water loss and leaf temperature, thus enhancing plant thermotolerance[118]
12GRMZM2G062914 (ZmMPK14)Its Arabidopsis homolog AtMPK1 is induced by ABA and abiotic stresses[27,121]
Chloroplast
13Zm00001d046718 (ZmbZIP60)Links the unfolded protein response to the heat stress response in maize[124,125]
14Zm00001d045336 (ZmHUG1)Relieve endoplasmic reticulum stress at high temperature[126]
15Zm00001d039455 (ZmPRA1.C1)MAIZE PRENYLATED RAB ACCEPTOR 1. C1 was identified as a client of ZmHUG1[126]
16Zm00001d028408 (ZmsHSP26)Heat stress response[129]
17Zm00001d024635 (ZmDnaJ96)Induced by drought, high temperature, and salt stress and regulated by abscisic acid[130]
18Zm00001d002734 (ZmNAGK)Modulate the expression of antioxidant-enzyme encoding genes[131]
DDR
19Zm00001d038806 (ZmHSP101)Heat stress response HSP101 mediates thermotolerance during microsporogenesis[139]
20Zm00001d033333
(ZmCAP-G2)
Play a role in DNA damage repair or in protecting the genome from certain genotoxic stressors[53,140]
21Zm00001d033327
(Zm2OGFe (II)-dependent oxygenase)
Response to cellular stresses including hypoxia and DNA damage[53,147]
22Zm00001d044278 (ZmRAD51C)Involved in both meiotic DSB repair and homologous recombination in maize[141]
23GRMZM2G060349 (ZmMutS2)Involved in the DNA mismatch repair process[27]
24GRMZM2G341723 (ZmHD phosphohydrolase)HD domain-containing metal-dependent phosphohydrolase[27]
25GRMZM2G023081 (ZmCa2+ efflux transporter)Ca2+ efflux transporter[27]
26GRMZM2G136494 (ZmC2H2-like protein)C2H2-like zinc finger protein[27]
27Zm00001d003124 ZmDNA glycosylaseDNA glycosylase[148]
28Zm00001d002495 (ZmAHL21)AT-hook motif nuclear-localized protein 21 (AHL21)[151,152]
29Zm00001d003081 (ZmGRX1)Glutaredoxin homolog1 (GRX1) protein[153,154]
30Zm00001d003083 (ZmIDH)Isocitrate dehydrogenase (IDH)[155]
Structure Cell Wall
31Zm00001d037636 (ZmCesA2)Related to heat resistance of maize seedlings[158]
32Zm00001d018941 (ZmHSF4)Heat stress response[158]
33Zm00001d026094 (ZmHSF20)Heat stress response[158]

5. Genetic Improvement of Thermotolerance in Maize

Genetic engineering has become a foundational practice for developing crop cultivars with improved traits, including thermotolerance. This enhancement can be achieved through the application of exogenous compounds and the manipulation of specific genes associated with HTS responses. Exogenous application of certain compounds has been shown to enhance thermotolerance in plants by activating antioxidant systems and regulating cellular redox homeostasis. In maize, exogenous application of compounds like glutamic acid has been reported to improve seedling survival rates under HTS by reducing membrane damage and enhancing osmotic regulation [159]. Additionally, the interaction between endogenous H₂S and ABA in maize seedlings can induce improved thermotolerance by increasing survival rates and reducing membrane damage through the regulation of metabolic enzyme activities and gene expression [97]. Application of appropriate concentrations of ammonia has also been shown to increase seedling vigor and improve survival rates under HTS, indicating its potential role in promoting thermotolerance [160].
In the genetic improvement of maize for thermotolerance, both traditional and modern breeding strategies have been effectively employed to enhance resilience to HTS. A recent review provided an in-depth discussion on the applications of crossbreeding, marker-assisted selection (MAS), targeted induced local lesions in genomes (TILLING), and CRISPR-Cas9 technology in maize breeding, highlighting their potential to address the challenges posed by HTS [13]. Given the complexity of field environments, the polygenic and minor-effect nature of thermotolerance traits in maize, and the network regulation of multiple signaling pathways (such as ABA, calcium ions, and DDR), using a multigene co-transformation approach may yield transgenic maize plants with optimal thermotolerance.
Advancements in computational tools and genomics have revolutionized plant breeding, making it more efficient and cost-effective. Computer simulations and modeling play a crucial role in optimizing breeding strategies for thermotolerance. Genomic selection (GS) is a modern breeding method that uses genome-wide markers to predict the performance of untested genotypes, accelerating the breeding process [161]. By integrating GS with speed breeding (SB) techniques, genetic gains in crops can be significantly increased. Computational models simulate the breeding process, allowing researchers to predict and optimize the development of thermotolerant maize cultivars without the need for extensive field trials. Environmental economics approaches can predict unobserved genotype performance by analyzing environmental attributes at the omics scale. This method combines G×E studies with geographic information system (GIS) technology, providing data-rich insights to optimize decision-making in breeding programs [162]. Such simulations reduce the reliance on costly field trials, enhancing resource efficiency and accelerating the development of thermotolerant varieties. Deep learning frameworks, such as convolutional neural networks (CNNs), have been applied to predict plant phenotypes based on genotype information. These models can predict quantitative traits from SNP data and generate significance maps to explore genotype contributions to specific traits [163]. By simulating genetic processes and assessing various breeding strategies, computational tools help identify the most promising thermotolerant maize lines for further experimental validation.
Genetic engineering of maize faces significant challenges due to public perception and regulatory complexities. Public concerns about food safety, environmental impact, and corporate control often hinder acceptance, even though scientific evidence supports the safety and benefits of genetically engineered (GE) crops [164,165]. Fears of unintended health effects, harm to biodiversity, and the dominance of large corporations in seed production fuel skepticism [166]. Additionally, misinformation and limited scientific literacy exacerbate resistance to GE maize [167]. Addressing these concerns requires transparent science communication, stakeholder engagement, and public–private partnerships to ensure equitable access to GE technologies, particularly for resource-poor farmers [168,169]. Regulatory systems further complicate the adoption of GE maize, with stringent and inconsistent approval processes increasing costs and delaying innovation [164,170]. For example, differences in global standards can disrupt trade, as maize approved in one region may be rejected in another. The advent of genome editing technologies like CRISPR-Cas9 introduces new ethical questions, such as the unintended spread of engineered traits and ensuring fair access to these tools [171,172]. Harmonizing international regulations, integrating socio-economic assessments, and adopting gene containment strategies can help address these challenges [173,174]. By fostering collaboration among scientists, policymakers, and the public, it is possible to leverage genetic engineering to improve food security while mitigating ethical and regulatory concerns.

6. Conclusions and Future Outlook

The increasing frequency of extreme high-temperature events due to global warming poses a significant threat to the production and yield stability of major food crops like maize. This review highlights that maize responds to HTS through mechanisms involving source–sink balance, ABA and calcium signaling, chloroplast function, and DDR system. Despite advances in understanding the HSF-HSP signaling pathway and associated biochemical mechanisms, the impact of high temperatures on DNA stability and genome integrity in maize remains underexplored. Studies in model organisms like Arabidopsis have demonstrated that MRN complex and modules like HSP90-HOS1-RECQ2 play crucial roles in repairing DNA damage under HTS, particularly addressing DSBs and SSBs. Investigating whether similar molecular mechanisms operate in maize is essential for enhancing thermotolerance by safeguarding genome integrity. Recent identification of key candidate genes through QTL and GWAS strongly suggests that genomic DNA stability is a key target of HTS in maize during the reproductive stage. A deeper understanding of these DNA repair pathways could lead to the development of more thermotolerant maize cultivars.
Although significant progress has been made in understanding the molecular mechanisms underlying maize responses to HTS, knowledge gaps persist, limiting the development of thermotolerant maize varieties. Addressing these gaps requires targeted research and innovative experimental strategies, including the following: (1) Functional validation of candidate genes—Advanced genome-editing techniques, such as CRISPR-Cas9 and RNA interference (RNAi), should be utilized to validate the roles of specific thermotolerance-associated genes and their regulatory pathways. (2) High-throughput phenotyping—The development of advanced phenotyping platforms is essential for accurately quantifying HTS responses across diverse maize genotypes, enabling the identification of resilient traits under field conditions. (3) Molecular mechanisms—Further investigation into the role of DNA damage repair pathways, as well as hormonal signaling mechanisms (e.g., abscisic acid and calcium signaling), is crucial for understanding the cellular processes that confer maize thermotolerance. (4) Integrative approaches—Multi-omics strategies, including transcriptomics, proteomics, and metabolomics, should be employed to unravel the complex regulatory networks involved in thermotolerance, providing insights into novel targets for crop improvement. By addressing these key areas, future research may bridge existing gaps and accelerate the development of maize varieties with enhanced resilience to HTS.

7. Materials and Methods

A systematic literature review was conducted to analyze studies on maize (Zea mays L.) reproductive responses to HTS with a focus on seed-set and thermotolerance mechanisms. Databases including PubMed, Web of Science, Google scholar and Scopus were searched using the keywords “crop”, “maize”, “corn”, “high-temperature stress”, “heat stress”, “thermotolerance”, “seed set”, “yield”, “source-sink balance”, “QTL mapping”, “GWAS”, “vegetative stage”, “reproductive stage”, “leaf”, “chloroplast”, “photosynthesis”, “gamete”, “pollen”, “silk”, “root”, “ABA”, “calcium signaling”, “reactive oxygen species (ROS)”, “DNA damage repair (DDR) system”, “genetic improvement”, “HSF”, and “HSP”, etc.
Inclusion criteria included peer-reviewed studies published in English that reported on HTS effects during maize vegetative and reproductive stages, molecular markers associated with thermotolerance, and mechanisms such as ABA signaling, DDR pathways, or calcium signaling.
Visualization of signaling pathways was performed using Adobe Illustrator 2023.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms26031283/s1.

Author Contributions

H.Y. guided and supervised the project, authored the manuscript, and created the figures and tables. Z.F. and H.S. contributed to the development of the figures and tables and assisted in the literature collection. The remaining authors participated in proofreading the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Natural Science Foundation of China, grant number 31871368 and 32100244.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. IPCC. Summary for Policymakers. In Climate Change 2023: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Core Writing Team, Lee, H., Romero, J., Eds.; IPCC: Geneva, Switzerland, 2023; pp. 1–34. [Google Scholar]
  2. Zhao, C.; Liu, B.; Piao, S.; Wang, X.; Lobell, D.B.; Huang, Y.; Huang, M.; Yao, Y.; Bassu, S.; Ciais, P.; et al. Temperature increase reduces global yields of major crops in four independent estimates. Proc. Natl. Acad. Sci. USA 2017, 114, 9326–9331. [Google Scholar] [CrossRef] [PubMed]
  3. Farooq, M.S.; Uzair, M.; Raza, A.; Habib, M.; Xu, Y.; Yousuf, M.; Yang, S.H.; Ramzan, K.M. Uncovering the research gaps to alleviate the negative impacts of climate change on food security: A review. Front. Plant Sci. 2022, 13, 927535. [Google Scholar] [CrossRef] [PubMed]
  4. El-Sappah, A.H.; Rather, S.A.; Wani, S.H.; Elrys, A.S.; Bilal, M.; Huang, Q.; Dar, Z.A.; Elashtokhy, M.M.A.; Soaud, N.; Koul, M.; et al. Heat stress-mediated constraints in maize (Zea mays L.) production: Challenges and solutions. Front. Plant Sci. 2022, 13, 879366. [Google Scholar]
  5. Prasad, P.V.V.; Bheemanahalli, R.; Jagadish, S.V.K. Field crops and the fear of heat stress—Opportunities, challenges and future directions. Field Crop Res. 2017, 200, 114–121. [Google Scholar] [CrossRef]
  6. Ma, Z.; Lv, J.; Wu, W.; Fu, D.; Lü, S.; Ke, Y.; Yang, P. Regulatory network of rice in response to heat stress and its potential application in breeding strategy. Mol. Breed. 2023, 43, 68. [Google Scholar] [CrossRef] [PubMed]
  7. Shenoda, J.E.; Sanad, M.N.M.E.; Rizkalla, A.A.; El-Assal, S.; Ali, R.T.; Hussein, M.H. Effect of long-term heat stress on grain yield, pollen grain viability and germinability in bread wheat (Triticum aestivum L.) under field conditions. Heliyon 2021, 7, e07096. [Google Scholar]
  8. Janni, M.; Gullì, M.; Maestri, E.; Marmiroli, M.; Valliyodan, B.; Nguyen, H.T.; Marmiroli, N. Molecular and genetic bases of heat stress responses in crop plants and breeding for increased resilience and productivity. J. Exp. Bot. 2020, 71, 3780–3802. [Google Scholar] [CrossRef] [PubMed]
  9. Xu, Q.; Liang, H.; Wei, Z.; Zhang, Y.; Lu, X.; Li, F.; Wei, N.; Zhang, S.; Yuan, H.; Liu, S.; et al. Assessing Climate Change Impacts on Crop Yields and Exploring Adaptation Strategies in Northeast China. Earth Future 2024, 12, e2023EF004063. [Google Scholar] [CrossRef]
  10. Rivero, R.M.; Mittler, R.; Blumwald, E.; Zandalinas, S.I. Developing climate-resilient crops: Improving plant tolerance to stress combination. Plant J. 2022, 109, 373–389. [Google Scholar] [CrossRef] [PubMed]
  11. Wing, I.S.; De Cian, E.; Mistry, M.N. Global Vulnerability of Crop Yields to Climate Change. J. Environ. Econ. Manag. 2021, 109, 102462. [Google Scholar] [CrossRef]
  12. Ullah, N.; Nawaz, M.A.; Alsafran, M. Physiological mechanisms regulating source-sink interactions and grain yield formation in heat-stressed wheat. Plant Stress 2024, 14, 100654. [Google Scholar] [CrossRef]
  13. Waqas, M.A.; Wang, X.; Zafar, S.A.; Noor, M.A.; Hussain, H.A.; Azher Nawaz, M.; Farooq, M. Thermal Stresses in Maize: Effects and Management Strategies. Plants 2021, 4, 293. [Google Scholar] [CrossRef] [PubMed]
  14. Crafts-Brandner, S.J.; Salvucci, M.E. Sensitivity of Photosynthesis in a C4 Plant, Maize, to Heat Stress. Plant Physiol. 2002, 129, 1773–1780. [Google Scholar] [CrossRef] [PubMed]
  15. Boehlein, S.K.; Shaw, J.R.; Stewart, J.D.; Hannah, L.C. Heat stability and allosteric properties of the maize endosperm ADP-glucose pyrophosphorylase are intimately intertwined. Plant Physiol. 2008, 146, 289–299. [Google Scholar] [CrossRef] [PubMed]
  16. Liu, X.; Yu, Y.; Huang, S.; Xu, C.; Wang, X.; Gao, J.; Meng, Q.; Wang, P. The impact of drought and heat stress at flowering on maize kernel filling: Insights from the field and laboratory. Agric. For. Meteorol. 2022, 312, 108733. [Google Scholar] [CrossRef]
  17. Niu, S.; Du, X.; Wei, D.; Liu, S.; Tang, Q.; Bian, D.; Zhang, Y.; Cui, Y.; Gao, Z. Heat Stress After Pollination Reduces Kernel Number in Maize by Insufficient Assimilates. Front. Genet. 2021, 12, 728166. [Google Scholar] [CrossRef] [PubMed]
  18. Moore, C.E.; Meacham-Hensold, K.; Lemonnier, P.; Slattery, R.A.; Benjamin, C.; Bernacchi, C.J.; Lawson, T.; Cavanagh, A.P. The effect of increasing temperature on crop photosynthesis: From enzymes to ecosystems. J. Exp. Bot. 2021, 72, 2822–2844. [Google Scholar] [CrossRef]
  19. Wang, H.; Liu, P.; Zhang, J.; Zhao, B.; Ren, B. Endogenous Hormones Inhibit Differentiation of Young Ears in Maize (Zea mays L.) Under Heat Stress. Front Plant Sci. 2020, 11, 533046. [Google Scholar] [CrossRef] [PubMed]
  20. Wahid, A.; Gelani, S.; Ashraf, M.; Foolad, M.R. Heat tolerance in plants: An overview. Environ. Exp. Bot. 2007, 61, 199–223. [Google Scholar] [CrossRef]
  21. Huang, L.; Zhou, M.; Ding, Y.; Zhu, C. Gene Networks Involved in Plant Heat Stress Response and Tolerance. Int. J. Mol. Sci. 2022, 23, 11970. [Google Scholar] [CrossRef] [PubMed]
  22. Chen, Z.; Galli, M.; Gallavotti, A. Mechanisms of temperature-regulated growth and thermotolerance in crop species. Curr. Opin. Plant Biol. 2022, 65, 102134. [Google Scholar] [CrossRef] [PubMed]
  23. Guihur, A.; Rebeaud, M.E.; Goloubinoff, P. How do plants feel the heat and survive? Trends Biochem. Sci. 2022, 47, 824–838. [Google Scholar] [CrossRef]
  24. Ruan, M.; Zhao, H.; Wen, Y.; Chen, H.; He, F.; Hou, X.; Song, X.; Jiang, H.; Ruan, Y.; Wu, L. The complex transcriptional regulation of heat stress response in maize. Stress Biol. 2024, 4, 24. [Google Scholar] [CrossRef]
  25. Djalovic, I.; Kundu, S.; Bahuguna, R.N.; Pareek, A.; Raza, A.; Singla-Pareek, S.L.; Prasad, P.V.V.; Varshney, R.K. Maize and heat stress: Physiological, genetic, and molecular insights. Plant Genome 2024, 17, e20378. [Google Scholar] [CrossRef]
  26. Li, H.-Y.; Thomas, L. Molecular mechanisms controlling seed set in cereal crop species under stress and non-stress conditions. J. Integr. Agric. 2018, 17, 965–974. [Google Scholar] [CrossRef]
  27. Gao, J.; Wang, S.; Zhou, Z.; Wang, S.; Dong, C.; Mu, C.; Song, Y.; Ma, P.; Li, C.; Wang, Z.; et al. Linkage mapping and genome-wide association reveal candidate genes conferring thermotolerance of seed-set in maize. J. Exp. Bot. 2019, 70, 4849–4864. [Google Scholar] [CrossRef]
  28. Singh, I.; Debnath, S.; Gautam, A.; Yadava, P. Characterization of contrasting genotypes reveals general physiological and molecular mechanisms of heat-stress adaptation in maize (Zea mays L.). Physiol. Mol. Biol. Plants 2020, 5, 921–929. [Google Scholar] [CrossRef]
  29. Tao, Z.; Yan, P.; Zhang, X.; Wang, D.; Wang, Y.; Ma, X.; Yang, Y.; Liu, X.; Chang, X.; Sui, P.; et al. Physiological Mechanism of Abscisic Acid-Induced Heat-Tolerance Responses to Cultivation Techniques in Wheat and Maize—Review. Agronomy 2022, 12, 1579. [Google Scholar] [CrossRef]
  30. Cárcova, J.; Otegui, M.E. Ear temperature and pollination timing effects on maize kernel set. Crop Sci. 2001, 41, 1809–1815. [Google Scholar] [CrossRef]
  31. Cheikh, N.; Jones, R.J. Disruption of Maize Kernel Growth and Development by Heat Stress (Role of Cytokinin/Abscisic Acid Balance). Plant Physiol. 1994, 106, 45–51. [Google Scholar] [CrossRef] [PubMed]
  32. Li, T.; Zhang, X.; Liu, Q.; Liu, J.; Chen, Y.; Sui, P. Yield penalty of maize (Zea mays L.) under heat stress in different growth stages: A review. J. Integr. Agric. 2022, 21, 2465–2476. [Google Scholar] [CrossRef]
  33. Yu, S.M.; Lo, S.F.; Ho, T.D. Source-Sink Communication: Regulated by Hormone, Nutrient, and Stress Cross-Signaling. Trends Plant Sci. 2015, 20, 844–857. [Google Scholar] [CrossRef]
  34. Karim, M.A.; Fracheboud, Y.; Stamp, P. Photosynthetic activ-ity of developing leaves of Zea mays is less affected by heat stressthan that of developed leaves. Physiol. Plant. 1999, 105, 685–693. [Google Scholar] [CrossRef]
  35. Karim, M.A.; Fracheboud, Y.; Stamp, P. Effect of high tem-perature on seedling growth and photosynthesis of tropical maizegenotypes. J. Agron. Crop Sci. 2000, 184, 217–223. [Google Scholar] [CrossRef]
  36. Qu, L.; Gu, X.; Li, J.; Guo, J.; Lu, D. Leaf photosynthetic characteristics of waxy maize in response to different degrees of heat stress during grain filling. BMC Plant Biol. 2023, 23, 469. [Google Scholar] [CrossRef] [PubMed]
  37. Sinsawat, V.; Leipner, J.; Stamp, P.; Fracheboud, Y. Effect of heat stress on the photosynthetic apparatus in maize (Zea mays L.) grown at control or high temperature. Environ. Exp. Bot. 2004, 52, 123–129. [Google Scholar] [CrossRef]
  38. Hu, J.; Zhao, X.; Gu, L.; Liu, P.; Zhao, B.; Zhang, J.; Ren, B. The effects of high temperature, drought, and their combined stresses on the photosynthesis and senescence of summer maize. Agric. Water Manag. 2023, 289, 108525. [Google Scholar] [CrossRef]
  39. Bheemanahalli, R.; Ramamoorthy, P.; Poudel, S.; Samiappan, S.; Wijewardane, N.; Reddy, K.R. Effects of drought and heat stresses during reproductive stage on pollen germination, yield, and leaf reflectance properties in maize (Zea mays L.). Plant 2022, 6, e434. [Google Scholar] [CrossRef]
  40. Vescio, R.; Abenavoli, M.R.; Sorgonà, A. Single and combined abiotic stress in maize root morphology. Plants 2020, 10, 5. [Google Scholar] [CrossRef] [PubMed]
  41. Zhang, S.; Xia, Z.; Wang, Q.; Fu, Y.; Zhang, G.; Lu, H. Soil cooling can improve maize root-shoot growth and grain yield in warm climate. Plant Physiol. Biochem. 2023, 200, 107762. [Google Scholar] [CrossRef]
  42. Xia, Z.; Zhang, G.; Zhang, S.; Wang, Q.; Fu, Y.; Lu, H. Efficacy of root zone temperature increase in root and shoot development and hormone changes in different maize genotypes. Agriculture 2021, 11, 477. [Google Scholar] [CrossRef]
  43. Rishmawi, L.; Bauget, F.; Protto, V.; Bauland, C.; Nacry, P.; Maurel, C. Natural variation of maize root hydraulic architecture underlies highly diverse water uptake capacities. Plant Physiol. 2023, 192, 2404–2418. [Google Scholar] [CrossRef]
  44. De Lima, C.F.F.; Kleine-Vehn, J.; De Smet, I.; Feraru, E. Getting to the root of belowground high temperature responses in plants. J. Exp. Bot. 2021, 72, 7404–7413. [Google Scholar]
  45. Mackay, A.D.; Barber, S.A. Soil Moisture Effects on Root Growth and Phosphorus Uptake by Corn. Agron. J. 1985, 77, 519–523. [Google Scholar] [CrossRef]
  46. Suwa, R.; Hakata, H.; Hara, H.; El-Shemy, H.A.; Adu-Gyamfi, J.J.; Nguyen, N.T.; Kanai, S.; Lightfoot, D.A.; Mohapatra, P.K.; Fujita, K. High temperature effects on photosynthate partitioning and sugar metabolism during ear expansion in maize (Zea mays L.) genotypes. Plant Physiol. Biochem. 2010, 48, 124–130. [Google Scholar] [CrossRef] [PubMed]
  47. Paul, M.J.; Fyoer, C.H. Sink regulation of photosynthesis. J. Exp. Bot. 2001, 52, 1383–1400. [Google Scholar] [CrossRef] [PubMed]
  48. Lv, X.; Yao, Q.; Mao, F.; Liu, M.; Wang, Y.; Wang, X.; Gao, Y.; Wang, Y.; Liao, S.; Wang, P.; et al. Heat stress and sexual reproduction in maize: Unveiling the most pivotal factors and the biggest opportunities. J. Exp. Bot. 2024, 75, 4219–4243. [Google Scholar] [CrossRef] [PubMed]
  49. Luo, N.; Mueller, N.; Zhang, Y.; Feng, P.; Huang, S.; Liu, D.; Yu, Y.; Wang, X.; Wang, P.; Meng, Q. Short-term extreme heat at flowering amplifies the impacts of climate change on maize production. Environ. Res. Lett. 2023, 18, 084021. [Google Scholar] [CrossRef]
  50. Tas, T. Physiological and biochemical responses of hybrid maize (Zea mays L.) varieties grown under heat stress conditions. PeerJ 2022, 10, e14141. [Google Scholar] [CrossRef] [PubMed]
  51. Yang, H.; Gu, X.; Ding, M.; Lu, W.; Lu, D. Heat stress during grain filling affects activities of enzymes involved in grain protein and starch synthesis in waxy maize. Sci. Rep. 2018, 8, 15665. [Google Scholar] [CrossRef]
  52. Li, X.; Bruckmann, A.; Dresselhaus, T.; Begcy, K. Heat stress at the bicellular stage inhibits sperm cell development and transport into pollen tubes. Plant Physiol. 2024, 195, 2111–2128. [Google Scholar] [CrossRef] [PubMed]
  53. Wang, Y.; Lv, X.; Sheng, D.; Hou, X.; Mandal, S.; Liu, X.; Zhang, P.; Shen, S.; Wang, P.; Krishna Jagadish, S.V.; et al. Heat-dependent postpollination limitations on maize pollen tube growth and kernel sterility. Plant Cell Environ. 2023, 46, 3822–3838. [Google Scholar] [CrossRef]
  54. Liu, P.; Yin, B.; Gu, L.; Zhang, S.; Ren, J.; Wang, Y.; Duan, W.; Zhen, W. Heat stress affects tassel development and reduces the kernel number of summer maize. Front. Plant Sci. 2023, 14, 1186921. [Google Scholar] [CrossRef] [PubMed]
  55. Sun, J.; Wang, H.; Ren, H.; Zhao, B.; Zhang, J.; Ren, B.; Liu, P. Maize (Zea mays L.) responses to heat stress: Mechanisms that disrupt the development and hormone balance of tassels and pollen. J. Agron. Crop Sci. 2023, 209, 502–516. [Google Scholar] [CrossRef]
  56. Wang, Y.; Sheng, D.; Zhang, P.; Dong, X.; Yan, Y.; Hou, X.; Wang, P.; Huang, S. High temperature sensitivity of kernel formation in different short periods around silking in maize. Environ. Exp. Bot. 2021, 183, 104343. [Google Scholar] [CrossRef]
  57. Gong, W.; Oubounyt, M.; Baumbach, J.; Dresselhaus, T. Heat-stress-induced ROS in maize silks cause late pollen tube growth arrest and sterility. iScience 2024, 27, 110081. [Google Scholar] [CrossRef] [PubMed]
  58. Kim, K.H.; Lee, B.M. Effects of Climate Change and Drought Tolerance on Maize Growth. Plants 2023, 12, 3548. [Google Scholar] [CrossRef]
  59. Wang, Y.; Tao, H.; Zhang, P.; Hou, X.; Sheng, D.; Tian, B.; Wang, P.; Huang, S. Reduction in seed-set upon exposure to high night temperature during flowering in maize. Physiol Plant. 2020, 169, 73–82. [Google Scholar] [CrossRef]
  60. Kettler, B.A.; Carrera, C.S.; Nalli Sonzogni, F.D.; Trachsel, S.; Andrade, F.H.; Neiff, N. High night temperature during maize post-flowering increases night respiration and reduces photosynthesis, growth and kernel number. J. Agron. Crop Sci. 2022, 208, 335–347. [Google Scholar] [CrossRef]
  61. Joshi, J.; Hasnain, G.; Logue, T.; Lynch, M.; Wu, S.; Guan, J.; Alseekh, S.; Fernie, A.R.; Hanson, A.D.; McCarty, D.R. A core metabolome response of maize leaves subjected to long-duration abiotic stresses. Metabolites 2021, 11, 797. [Google Scholar] [CrossRef] [PubMed]
  62. Qian, Y.; Ren, Q.; Zhang, J.; Chen, L. Transcriptomic analysis of the maize (Zea mays L.) inbred line B73 response to heat stress at the seedling stage. Gene 2019, 692, 68–78. [Google Scholar] [CrossRef] [PubMed]
  63. Zhang, H.; Li, G.; Fu, C.; Duan, S.; Hu, D.; Guo, X. Genome-wide identification, transcriptome analysis and alternative splicing events of Hsf family genes in maize. Sci. Rep. 2020, 10, 8073. [Google Scholar] [CrossRef] [PubMed]
  64. Zhao, P.; Sun, L.; Zhang, S.; Jiao, B.; Wang, J.; Ma, C. The calcium-dependent protein kinase ZmCDPK7 functions in heat-stress tolerance in maize. J. Integr. Plant Biol. 2021, 63, 510–527. [Google Scholar] [CrossRef] [PubMed]
  65. Han, X.; Zhang, D.; Hao, H.; Luo, Y.; Zhu, Z.; Kuai, B. Transcriptomic Analysis of Three Differentially Senescing Maize (Zea mays L.) Inbred Lines upon Heat Stress. Int. J. Mol. Sci. 2023, 24, 9782. [Google Scholar] [CrossRef] [PubMed]
  66. Xue, M.; Han, X.; Zhang, L.; Chen, S. Heat-Resistant Inbred Lines Coordinate the Heat Response Gene Expression Remarkably in Maize (Zea mays L.). Genes 2024, 15, 289. [Google Scholar] [CrossRef] [PubMed]
  67. Zhao, P.; Sun, L.; Zhang, S.; Jiao, B.; Wang, J.; Ma, C. Integrated Transcriptomics and Metabolomics Analysis of Two Maize Hybrids (ZD309 and XY335) under Heat Stress at the Flowering Stage. Genes 2024, 15, 189. [Google Scholar] [CrossRef] [PubMed]
  68. Frova, C.; Sari-Gorla, M. Quantitative trait loci (QTLs) for pollen thermotolerance detected in maize. Mol. Gen. Genet. 1994, 245, 424–430. [Google Scholar] [CrossRef]
  69. Frova, C.; Caffulli, A.; Pallavera, E. Mapping quantitative trait loci for tolerance to abiotic stresses in maize. J. Exp. Zool. Part A Ecol. Genet. Physiol. 1998, 282, 164–170. [Google Scholar] [CrossRef]
  70. Breseghello, F.; Sorrells, M.E. Association analysis as a strategy for improvement of quantitative traits in plants. Crop Sci. 2006, 46, 1323–1330. [Google Scholar] [CrossRef]
  71. Yan, J.; Warburton, M.; Crouch, J. Association mapping for enhancing maize (Zea mays L.) genetic improvement. Crop Sci. 2011, 51, 433–449. [Google Scholar] [CrossRef]
  72. Feng, Y.; Li, X.; Qin, Y.; Li, Y.; Yang, Z.; Xiong, X.; Wan, J.; Qiu, M.; Hou, Q.; Zhang, Z.; et al. Identification of anther thermotolerance genes by the integration of linkage and association analysis in maize. Plant J. 2024, 119, 1953–1966. [Google Scholar] [CrossRef] [PubMed]
  73. Schoper, J.B.; Lambert, R.J.; Vasilas, B.L. Pollen viability, pollen shedding, and combining ability for tassel heat tolerance in maize. Crop Sci. 1987, 27, 27–31. [Google Scholar] [CrossRef]
  74. Hussain, T.; Khan, I.A.; Malik, M.A. Breeding potential for high temperature tolerance in corn (Zea mays L.). Pak. J. Bot. 2006, 38, 1185. [Google Scholar]
  75. Frey, F.P.; Presterl, T.; Lecoq, P.; Orlik, A.; Stich, B. First steps to understand heat tolerance of temperate maize at adult stage: Identification of QTL across multiple environments with connected segregating populations. Theor. Appl. Genet. 2016, 129, 945–961. [Google Scholar] [CrossRef]
  76. Li, Z.; Srivastava, R.; Tang, J.; Zheng, Z.; Howell, S.H. Cis-effects condition the induction of a major unfolded protein response factor, ZmbZIP60, in response to heat stress in maize. Front. Plant Sci. 2018, 9, 361898. [Google Scholar] [CrossRef] [PubMed]
  77. Timofejeva, L.; Skibbe, D.S.; Lee, S.; Golubovskaya, I.; Wang, R.; Harper, L.; Walbot, V.; Cande, W.Z. Cytological characterization and allelism testing of anther developmental mutants identified in a screen of maize male sterile lines. Genes Genomes Genet. 2013, 3, 231–249. [Google Scholar] [CrossRef] [PubMed]
  78. Begcy, K.; Nosenko, T.; Zhou, L.; Fragner, L.; Weckwerth, W.; Dresselhaus, T. Male sterility in maize after transient heat stress during the tetrad stage of pollen development. Plant Physiol. 2019, 181, 683–700. [Google Scholar] [CrossRef]
  79. Wan, X.; Wu, S.; Li, Z.; An, X.; Tian, Y. Lipid metabolism: Critical roles in male fertility and other aspects of reproductive development in plants. Mol. Plant 2020, 13, 955–983. [Google Scholar] [CrossRef]
  80. Fan, Y.; Zhang, Q. Genetic and molecular characterization of photoperiod and thermosensitive male sterility in rice. Plant Reprod. 2018, 31, 3–14. [Google Scholar] [CrossRef] [PubMed]
  81. Teng, C.; Zhang, H.; Hammond, R.; Huang, K.; Meyers, B.C.; Walbot, V. Dicer-like 5 deficiency confers temperature-sensitive male sterility in maize. Nat. Commun. 2020, 11, 2912. [Google Scholar] [CrossRef] [PubMed]
  82. Elshire, R.J.; Glaubitz, J.C.; Sun, Q.; Poland, J.A.; Kawamoto, K.; Buckler, E.S.; Mitchell, S.E. A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species. PLoS ONE 2011, 6, e19379. [Google Scholar] [CrossRef]
  83. Wen, T.; Zhang, X.; Zhu, J.; Zhang, S.; Rhaman, M.S.; Zeng, W. A SLAF-based high-density genetic map construction and genetic architecture of thermotolerant traits in maize (Zea mays L.). Front. Plant Sci. 2024, 15, 1338086. [Google Scholar] [CrossRef] [PubMed]
  84. Longmei, N.; Gill, G.K.; Zaidi, P.H.; Kumar, R.; Nair, S.K.; Hindu, V.; Vinayan, M.T.; Vikal, Y. Genome wide association mapping for heat tolerance in sub-tropical maize. BMC Genom. 2021, 22, 154. [Google Scholar] [CrossRef] [PubMed]
  85. Schnable, P.S.; Ware, D.; Fulton, R.S.; Stein, J.C.; Wei, F.; Pasternak, S.; Liang, C.; Zhang, J.; Fulton, L.; Graves, T.A.; et al. The B73 maize genome: Complexity, diversity, and dynamics. Science 2009, 326, 1112–1115. [Google Scholar] [CrossRef] [PubMed]
  86. Lai, J.; Li, R.; Xu, X.; Jin, W.; Xu, M.; Zhao, H.; Xiang, Z.; Song, W.; Ying, K.; Zhang, M.; et al. Genome-wide patterns of genetic variation among elite maize inbred lines. Nat. Genet. 2010, 42, 1027–1030. [Google Scholar] [CrossRef] [PubMed]
  87. Remington, D.L.; Thornsberry, J.M.; Matsuoka, Y.; Wilson, L.M.; Whitt, S.R.; Doebley, J.; Kresovich, S.; Goodman, M.M.; Buckler, E.S., IV. Structure of linkage disequilibrium and phenotypic associations in the maize genome. Proc. Natl. Acad. Sci. USA 2001, 98, 11479–11484. [Google Scholar] [CrossRef]
  88. Hudson, A.I.; Odell, S.G.; Dubreuil, P.; Tixier, M.H.; Praud, S.; Runcie, D.E.; Ross-Ibarra, J. Analysis of genotype-by-environment interactions in a maize mapping population. Genes Genomes Genet. 2022, 12, jkac013. [Google Scholar] [CrossRef]
  89. Yang, Z.; Cao, Y.; Shi, Y.; Qin, F.; Jiang, C.; Yang, S. Genetic and molecular exploration of maize environmental stress resilience: Toward sustainable agriculture. Mol. Plant 2023, 16, 1496–1517. [Google Scholar] [CrossRef] [PubMed]
  90. Crossa, J.; Beyene, Y.; Kassa, S.; Pérez, P.; Hickey, J.M.; Chen, C.; de los Campos, G.; Burgueño, J.; Windhausen, V.S.; Buckler, E.; et al. Genomic prediction in maize breeding populations with genotyping-by-sequencing. Genes Genomes Genet. 2013, 3, 1903–1926. [Google Scholar] [CrossRef]
  91. Romay, M.C.; Millard, M.J.; Glaubitz, J.C.; Peiffer, J.A.; Swarts, K.L.; Casstevens, T.M.; Elshire, R.J.; Acharya, C.B.; Mitchell, S.E.; Flint-Garcia, S.A.; et al. Comprehensive genotyping of the USA national maize inbred seed bank. Genome Biol. 2013, 14, R55. [Google Scholar] [CrossRef] [PubMed]
  92. Seetharam, K.; Kuchanur, P.H.; Koirala, K.B.; Tripathi, M.P.; Patil, A.; Sudarsanam, V.; Das, R.R.; Chaurasia, R.; Pandey, K.; Vemuri, H.; et al. Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.). Sci. Rep. 2021, 11, 13730. [Google Scholar] [CrossRef] [PubMed]
  93. Sharma, A.; Shahzad, B.; Kumar, V.; Kohli, S.K.; Sidhu, G.P.S.; Bali, A.S.; Handa, N.; Kapoor, D.; Bhardwaj, R.; Zheng, B. Phytohormones Regulate Accumulation of Osmolytes Under Abiotic Stress. Biomolecules 2019, 9, 285. [Google Scholar] [CrossRef]
  94. Jiang, M.; Zhang, J. Involvement of plasma-membrane NADPH oxidase in abscisic acid- and water stress-induced antioxidant defense in leaves of maize seedlings. Planta 2002, 215, 1022–1030. [Google Scholar] [CrossRef] [PubMed]
  95. Kaya, H.; Takeda, S.; Kobayashi, M.J.; Kimura, S.; Iizuka, A.; Imai, A.; Hishinuma, H.; Kawarazaki, T.; Mori, K.; Yamamoto, Y.; et al. Comparative analysis of the reactive oxygen species-producing enzymatic activity of Arabidopsis NADPH oxidases. Plant J. 2019, 98, 291–300. [Google Scholar] [CrossRef]
  96. Tas, T.; Mutlu, A. Morpho-physiological effects of environmental stress on yield and quality of sweet corn varieties (Zea mays L.). PeerJ 2021, 9, e12613. [Google Scholar] [CrossRef]
  97. Wang, J.; Xiang, R.; Li, Z. The Essential Role of H2S-ABA Crosstalk in Maize Thermotolerance through the ROS-Scavenging System. Int. J. Mol. Sci. 2023, 24, 12264. [Google Scholar] [CrossRef]
  98. Al-Khayri, J.M.; Abdel-Haleem, M.; Khedr, E.H. Harnessing GABA Pathways to Improve Plant Resilience Against Salt Stress. Horticulturae 2024, 10, 1296. [Google Scholar] [CrossRef]
  99. Wang, C.; Ru, J.; Liu, Y.; Li, M.; Zhao, D.; Yang, J.; Fu, J.; Xu, Z. Maize WRKY transcription factor ZmWRKY106 confers drought and heat tolerance in transgenic plants. Int. J. Mol. Sci. 2018, 19, 3046. [Google Scholar] [CrossRef] [PubMed]
  100. Yang, Y.; Li, Z.; Zhang, J. ZmNF-YA1 Contributes to Maize Thermotolerance by Regulating Heat Shock Response. Int. J. Mol. Sci. 2024, 25, 6275. [Google Scholar] [CrossRef] [PubMed]
  101. Ma, H.; Liu, C.; Li, Z.; Ran, Q.; Xie, G.; Wang, B.; Fang, S.; Chu, J.; Zhang, J. ZmbZIP4 contributes to stress resistance in maize by regulating ABA synthesis and root development. Plant Physiol. 2018, 178, 753–770. [Google Scholar] [CrossRef] [PubMed]
  102. Yang, H.; Zhao, Y.; Chen, N.; Liu, Y.; Yang, S.; Du, H.; Wang, W.; Wu, J.; Tai, F.; Chen, F.; et al. A new adenylyl cyclase, putative disease-resistance RPP13-like protein 3, participates in abscisic acid-mediated resistance to heat stress in maize. J. Exp. Bot. 2021, 72, 283–301. [Google Scholar] [CrossRef] [PubMed]
  103. Qin, Q.; Zhao, Y.; Zhang, J.; Chen, L.; Si, W.; Jiang, H. A maize heat shock factor ZmHsf11 negatively regulates heat stress tolerance in transgenic plants. BMC Plant Biol. 2022, 22, 406. [Google Scholar] [CrossRef]
  104. Huang, Y.; Niu, C.; Yang, C.; Jinn, T. The Heat Stress Factor HSFA6b Connects ABA Signaling and ABA-Mediated Heat Responses. Plant Physiol. 2016, 172, 1182–1199. [Google Scholar] [CrossRef]
  105. Bohn, L.; Huang, J.; Weidig, S.; Yang, Z.; Heidersberger, C.; Genty, B.; Falter-Braun, P.; Christmann, A.; Grill, E. The temperature sensor TWA1 is required for thermotolerance in Arabidopsis. Nature 2024, 629, 1126–1132. [Google Scholar] [CrossRef] [PubMed]
  106. Kang, X.; Zhao, L.; Liu, X. Calcium Signaling and the Response to Heat Shock in Crop Plants. Int. J. Mol. Sci. 2023, 25, 324. [Google Scholar] [CrossRef]
  107. Kerbler, S.M.; Wigge, P.A. Temperature sensing in plants. Annu. Rev. Plant Biol. 2023, 74, 341–366. [Google Scholar] [CrossRef]
  108. Sajid, M.; Rashid, B.; Ali, Q.; Husnain, T. Mechanisms of heat sensing and responses in plants. It is not all about Ca2+ ions. Biol. Plant. 2018, 62, 409–420. [Google Scholar] [CrossRef]
  109. Cui, Y.; Lu, S.; Li, Z.; Cheng, J.; Hu, P.; Zhu, T.; Wang, X.; Jin, M.; Wang, X.; Li, L.; et al. CYCLIC NUCLEOTIDE-GATED ION CHANNELs 14 and 16 promote tolerance to heat and chilling in rice. Plant Physiol. 2020, 183, 1794–1808. [Google Scholar] [CrossRef]
  110. Li, Z.; Ye, X.; Qiu, X. Glutamate signaling enhances the heat tolerance of maize seedlings by plant glutamate receptor-like channels-mediated calcium signaling. Protoplasma 2019, 256, 1165–1169. [Google Scholar] [CrossRef]
  111. Moeder, W.; Phan, V.; Yoshioka, K. Ca2+ to the rescue–Ca2+ channels and signaling in plant immunity. Plant Sci. 2019, 279, 19–26. [Google Scholar] [CrossRef] [PubMed]
  112. Hao, L.; Qiao, X. Genome-wide identification and analysis of the CNGC gene family in maize. PeerJ 2018, 6, e5816. [Google Scholar] [CrossRef] [PubMed]
  113. Saidi, Y.; Finka, A.; Goloubinoff, P. Heat perception and signalling in plants: A tortuous path to thermotolerance. New Phytol. 2011, 190, 556–565. [Google Scholar] [CrossRef] [PubMed]
  114. Galva, C.; Virgin, G.K.; Helms, J.B.; Gatto, C. ATP protects against FITC labeling of Solanum lastoglobul and Arabidopsis thaliana Ca2+-ATPase ATP binding domains. Plant Physiol. Biochem. 2013, 71, 261–2267. [Google Scholar] [CrossRef] [PubMed]
  115. Rahmati, I.M. Genetic Analyses of Calcium Circuits in Arabidopsis Vegetative and Reproductive Development. Ph.D. Thesis, University of Nevada, Reno, NV, USA, 2015. [Google Scholar]
  116. Yang, W.; Kong, Z.; Omo-Ikerodah, E.; Xu, W.; Li, Q.; Xue, Y. Calcineurin B-like interacting protein kinase OsCIPK23 functions in pollination and drought stress responses in rice (Oryza sativa L.). J. Genet. Genom. 2008, 35, 531–543, S1–S2. [Google Scholar] [CrossRef]
  117. Zhou, L.; Lan, W.; Chen, B.; Fang, W.; Luan, S. A calcium sensor-regulated protein kinase, CALCINEURIN B-LIKE PROTEIN-INTERACTING PROTEIN KINASE19, is required for pollen tube growth and polarity. Plant Physiol. 2015, 167, 1351–1360. [Google Scholar] [CrossRef]
  118. Cheng, C.; Wu, Q.; Wang, M.; Chen, D.; Li, J.; Shen, J.; Hou, S.; Zhang, P.; Qin, L.; Acharya, B.R.; et al. Maize MITOGEN-ACTIVATED PROTEIN KINASE 20 mediates high-temperature–regulated stomatal movement. Plant Physiol. 2023, 193, 2788–2805. [Google Scholar] [CrossRef]
  119. Hwa, C.M.; Yang, X. The AtMKK3 pathway mediates ABA and salt signaling in Arabidopsis. Acta Physiol. Plant. 2008, 30, 277–286. [Google Scholar] [CrossRef]
  120. Umezawa, T.; Sugiyama, N.; Takahashi, F.; Anderson, J.C.; Ishihama, Y.; Peck, S.C.; Shinozaki, K. Genetics and phosphoproteomics reveal a protein phosphorylation network in the abscisic acid signaling pathway in Arabidopsis thaliana. Sci. Signal. 2013, 6, rs8. [Google Scholar] [CrossRef]
  121. Sun, W.; Chen, H.; Wang, J.; Sun, H.; Yang, S.; Sang, Y.; Lu, X.; Xu, X. Expression analysis of genes encoding mitogen-activated protein kinases in maize provides a key link between abiotic stress signaling and plant reproduction. Funct. Integr. Genom. 2015, 15, 107–120. [Google Scholar] [CrossRef]
  122. Zhang, R.; Wise, R.R.; Struck, K.R.; Sharkey, T.D. Moderate heat stress of Arabidopsis thaliana leaves causes chloroplast swelling and plastoglobule formation. Photosynth. Res. 2010, 105, 123–134. [Google Scholar] [CrossRef]
  123. Hu, S.; Ding, Y.; Zhu, C. Sensitivity and Responses of Chloroplasts to Heat Stress in Plants. Front. Plant Sci. 2020, 11, 375. [Google Scholar] [CrossRef] [PubMed]
  124. Li, Y.; Humbert, S.; Howell, S.H. ZmbZIP60 mRNA is spliced in maize in response to ER stress. BMC Res. Notes 2012, 5, 144. [Google Scholar] [CrossRef]
  125. Li, Z.; Tang, J.; Srivastava, R.; Bassham, D.C.; Howell, S.H. The transcription factor bZIP60 links the unfolded protein response to the heat stress response in maize. Plant Cell 2020, 32, 3559–3575. [Google Scholar] [CrossRef] [PubMed]
  126. Xie, C.; Yang, L.; Jia, G.; Yan, K.; Zhang, S.; Yang, G.; Wu, C.; Gai, Y.; Zheng, C.; Huang, J. Maize HEAT UP-REGULATED GENE 1 plays vital roles in heat stress tolerance. J. Exp. Bot. 2022, 73, 6417–6433. [Google Scholar] [CrossRef]
  127. Tian, F.; Hu, X.; Yao, T.; Yang, X.; Chen, J.; Lu, M.; Zhang, J. Recent advances in the roles of HSFs and HSPs in heat stress response in woody plants. Front. Plant Sci. 2021, 12, 704905. [Google Scholar] [CrossRef]
  128. Chen, S.; He, N.; Chen, J.; Guo, F. Identification of core subunits of photosystem II as action sites of HSP 21, which is activated by the GUN 5-mediated retrograde pathway in Arabidopsis. Plant J. 2017, 89, 1106–1118. [Google Scholar] [CrossRef] [PubMed]
  129. Hu, X.; Yang, Y.; Gong, F.; Zhang, D.; Zhang, L.; Wu, L.; Li, C.; Wang, W. Protein sHSP26 improves chloroplast performance under heat stress by interacting with specific chloroplast proteins in maize (Zea mays L.). J. Proteom. 2015, 115, 81–92. [Google Scholar] [CrossRef]
  130. Cao, L.; Wang, G.; Fahim, A.M.; Pang, Y.; Zhang, Q.; Zhang, X.; Wang, Z.; Lu, X. Comprehensive Analysis of the DnaJ/HSP40 Gene Family in Maize (Zea mays L.) Reveals that ZmDnaJ96 Enhances Abiotic Stress Tolerance. J. Plant Growth Regul. 2024, 43, 1548–1569. [Google Scholar] [CrossRef]
  131. Liu, W.; Zhang, Y.; Zhang, B.; Zou, H. Expression of ZmNAGK in tobacco enhances heat stress tolerance via activation of antioxidant-associated defense. Plant Physiol. Biochem. 2023, 199, 107719. [Google Scholar] [CrossRef]
  132. Miller, G.; Schlauch, K.; Tam, R.; Cortes, D.; Torres, M.A.; Shulaev, V.; Dangl, J.L.; Mittler, R. The plant NADPH oxidase RBOHD mediates rapid systemic signaling in response to diverse stimuli. Sci. Signal. 2009, 2, ra45. [Google Scholar] [CrossRef] [PubMed]
  133. Suzuki, N.; Mittler, R. Reactive oxygen species and temperature stresses: A delicate balance between signaling and destruction. Physiol Plant. 2006, 126, 45–51. [Google Scholar] [CrossRef]
  134. Roldán-Arjona, T.; Ariza, R.R. Repair and tolerance of oxidative DNA damage in plants. Mutat. Res. Rev. Mutat. 2009, 681, 169–179. [Google Scholar] [CrossRef] [PubMed]
  135. Nakagawa, Y.; Atsuhisa, K.; Tadaaki, K.; Eiichiro, M. Heat meets DNA: DNA damage and repair. Therm. Med. Cambridge. 2018, 34, 15–22. [Google Scholar] [CrossRef]
  136. Zhao, L.; Bao, C.; Shang, Y.; He, X.; Ma, C.; Lei, X.; Mi, D.; Sun, Y. The Determinant of DNA Repair Pathway Choices in Ionising Radiation-Induced DNA Double-Strand Breaks. BioMed Res. Int. 2020, 2020, 4834965. [Google Scholar] [CrossRef] [PubMed]
  137. Qiu, S.; Huang, J. MRN complex is an essential effector of DNA damage repair. J. Zhejiang Univ. Sci. B 2021, 22, 31–37. [Google Scholar] [CrossRef]
  138. Dubrez, L.; Causse, S.; Borges Bonan, N.; Dumétier, B.; Garrido, C. Heat-shock proteins: Chaperoning DNA repair. Oncogene 2020, 39, 516–529. [Google Scholar] [CrossRef]
  139. Li, Y.; Huang, Y.; Sun, H.; Wang, T.; Ru, W.; Pan, L.; Zhao, X.; Dong, Z.; Huang, W.; Jin, W. Heat shock protein 101 contributes to the thermotolerance of male meiosis in maize. Plant Cell 2022, 34, 3702–3717. [Google Scholar] [CrossRef]
  140. Sakamoto, T.; Inui, Y.T.; Uraguchi, S.; Yoshizumi, T.; Matsunaga, S.; Mastui, M.; Umeda, M.; Fukui, K.; Fujiwara, T. Condensin II alleviates DNA damage and is essential for tolerance of boron overload stress in Arabidopsis. Plant Cell 2011, 23, 3533–3546. [Google Scholar] [CrossRef] [PubMed]
  141. Jing, J.; Zhang, T.; Wang, Y.; Cui, Z.; He, Y. ZmRAD51C is Essential for Double-Strand Break Repair and Homologous Recombination in Maize Meiosis. Int. J. Mol. Sci. 2019, 20, 5513. [Google Scholar] [CrossRef]
  142. Lin, Z.; Nei, M.; Ma, H. The origins and early evolution of DNA mismatch repair genes—Multiple horizontal gene transfers and co-evolution. Nucleic Acids Res. 2007, 35, 7591–7603. [Google Scholar] [CrossRef] [PubMed]
  143. Raquel, S.M.; Sara, F.C.; Kensuke, K.; Akira, O.; Hirokazu, T.; Víctor, Q.; José, L.M.; María, R.P. Functional conservation and divergence of Arabidopsis VENOSA4 and human SAMHD1 in DNA repair. Heliyon 2025, 11, e41019. [Google Scholar]
  144. Kamaliyan, Z.; Clarke, T.L. Zinc finger proteins: Guardians of genome stability. Front. Cell Dev. Biol. 2024, 25, 1448789. [Google Scholar] [CrossRef]
  145. Almozyan, S.; Coulton, J.; Babaei-Jadidi, R.; Nateri, A.S. FLYWCH1, a Multi-Functional Zinc Finger Protein Contributes to the DNA Repair Pathway. Cells 2021, 13, 889. [Google Scholar] [CrossRef] [PubMed]
  146. Englbrecht, C.C.; Schoof, H.; Böhm, S. Conservation, diversification and expansion of C2H2 zinc finger proteins in the Arabidopsis thaliana genome. BMC Genom. 2004, 5, 39. [Google Scholar] [CrossRef]
  147. Fletcher, S.C.; Coleman, M.L. Human 2-oxoglutarate-dependent oxygenases: Nutrient sensors, stress responders, and disease mediators. Biochem. Soc. Trans. 2020, 48, 1843–1858. [Google Scholar] [CrossRef] [PubMed]
  148. Jacobs, A.L.; Schär, P. DNA glycosylases: In DNA repair and beyond. Chromosoma 2012, 121, 1–20. [Google Scholar] [CrossRef]
  149. Zhang, H.; Zhang, F.; Yu, Y.; Feng, L.; Jia, J.; Liu, B.; Li, B.; Guo, H.; Zhai, J. A comprehensive online database for exploring approximately 20.;000 public Arabidopsis RNA-seq libraries. Mol. Plant. 2020, 7, 1231–1233. [Google Scholar] [CrossRef] [PubMed]
  150. Zhang, X.; Zhu, T.; Li, X.; Zhao, H.; Lin, S.; Huang, J.; Yang, B.; Guo, X. DNA damage-induced proteasome phosphorylation controls substrate recognition and facilitates DNA repair. Proc. Natl. Acad. Sci. USA 2024, 121, e2321204121. [Google Scholar] [CrossRef] [PubMed]
  151. Zhang, W.; Fang, D.; Cheng, X.; Cao, J.; Tan, X. Insights into the Molecular Evolution of AT-Hook Motif Nuclear Localization Genes in Brassica napus. Front. Plant Sci. 2021, 9, 714305. [Google Scholar] [CrossRef] [PubMed]
  152. Tang, Y.; Wu, W.; Zheng, X.; Lu, L.; Chen, X.; Hao, Z.; Liu, S.; Chen, Y. AT-Hook Transcription Factors Show Functions in Liriodendron chinense under Drought Stress and Somatic Embryogenesis. Plants 2023, 17, 1353. [Google Scholar] [CrossRef] [PubMed]
  153. Bravard, A.; Vacher, M.; Gouget, B.; Coutant, A.; de Boisferon, F.H.; Marsin, S.; Chevillard, S.; Radicella, J.P. Redox regulation of human OGG1 activity in response to cellular oxidative stress. Mol. Cell. Biol. 2006, 26, 7430–7436. [Google Scholar] [CrossRef] [PubMed]
  154. Michel, M.; Benítez-Buelga, C.; Calvo, P.A.; Hanna, B.M.F.; Mortusewicz, O.; Masuyer, G.; Davies, J.; Wallner, O.; Sanjiv, K.; Albers, J.J.; et al. Small-molecule activation of OGG1 increases oxidative DNA damage repair by gaining a new function. Science 2022, 376, 1471–1476. [Google Scholar] [CrossRef]
  155. Ye, D.; Guan, K.; Xiong, Y. Metabolism Activity and Targeting of D- and L-2-Hydroxyglutarates. Trends Cancer 2018, 4, 151–165. [Google Scholar] [CrossRef]
  156. Huang, F.; He, Y. Epigenetic control of gene expression by cellular metabolisms in plants. Curr. Opin. Plant Biol. 2024, 81, 102572. [Google Scholar] [CrossRef] [PubMed]
  157. Han, S.; Park, Y.J.; Park, C.M. HOS1 activates DNA repair systems to enhance plant thermotolerance. Nat. Plants 2020, 6, 1439–1446. [Google Scholar] [CrossRef] [PubMed]
  158. Li, Z.; Li, Z.; Ji, Y.; Wang, C.; Wang, S.; Shi, Y.; Le, J.; Zhang, M. The heat shock factor 20-HSF4-cellulose synthase A2 module regulates heat stress tolerance in maize. Plant Cell 2024, 36, 2652–2667. [Google Scholar] [CrossRef] [PubMed]
  159. Qiu, X.; Sun, Y.; Wang, J.; Xiang, R.; Li, Z. Involvement of osmoregulation, glyoxalase, and non-glyoxalase systems in signaling molecule glutamic acid-boosted thermotolerance in maize seedlings. Protoplasma 2022, 259, 1507–1520. [Google Scholar] [CrossRef]
  160. Li, Z.; Lu, X.; Chen, J. Gasotransmitter ammonia accelerates seed germination, seedling growth, and thermotolerance acquirement in maize. Plant Signal. Behav. 2023, 18, 2163338. [Google Scholar] [CrossRef] [PubMed]
  161. Jighly, A.; Lin, Z.; Pembleton, L.W.; Cogan, N.O.I.; Spangenberg, G.C.; Hayes, B.J.; Daetwyler, H.D. Boosting genetic gain in allogamous crops via speed breeding and genomic selection. Front. Plant Sci. 2019, 10, 1364. [Google Scholar] [CrossRef] [PubMed]
  162. Resende, R.T.; Piepho, H.P.; Rosa, G.J.M.; Silva-Junior, O.B.; e Silva, F.F.; de Resende, M.D.V.; Grattapaglia, D. Enviromics in breeding: Applications and perspectives on envirotypic-assisted selection. Theor. Appl. Genet. 2021, 134, 95–112. [Google Scholar] [CrossRef] [PubMed]
  163. Liu, Y.; Wang, D.; He, F.; Wang, J.; Joshi, T.; Xu, D. Phenotype prediction and genome-wide association study using deep convolutional neural network of soybean. Front. Genet. 2019, 10, 486384. [Google Scholar] [CrossRef] [PubMed]
  164. National Academies of Sciences, Engineering, and Medicine; Division on Earth and Life Studies; Board on Agriculture and Natural Resources; Committee on Genetically Engineered Crops: Past Experience and Future Prospects. Genetically Engineered Crops: Experiences and Prospects; National Academies Press: Washington, DC, USA, 2016. [Google Scholar] [PubMed]
  165. Pellegrino, E.; Bedini, S.; Nuti, M.; Ercoli, L. Impact of genetically engineered maize on agronomic, environmental and toxicological traits: A meta-analysis of 21 years of field data. Sci. Rep. 2018, 8, 3113. [Google Scholar]
  166. Glover, D. The corporate shaping of GM crops as a technology for the poor. J. Peasant Stud. 2010, 37, 67–90. [Google Scholar] [CrossRef]
  167. Chassy, B.M. Food safety risks and consumer health. New Biotechnol. 2010, 27, 534–544. [Google Scholar] [CrossRef]
  168. Hansson, S.O. A Science-Informed Ethics for Agricultural Biotechnology. Crop Breed. Genet. Genom. 2019, 1, e190006. [Google Scholar]
  169. Qaim, M. The economics of genetically modified crops. Annu. Rev. Resour. Econ. 2020, 1, 665–694. [Google Scholar] [CrossRef]
  170. Huesing, J.E.; Andres, D.; Braverman, M.P.; Burns, A.; Felsot, A.S.; Harrigan, G.G.; Hellmich, R.L.; Reynolds, A.; Shelton, A.M.; Jansen van Rijssen, W.; et al. Global Adoption of Genetically Modified (GM) Crops: Challenges for the Public Sector. J. Agric. Food Chem. 2016, 64, 394–402. [Google Scholar] [CrossRef]
  171. Rizwan, M.; Hussain, M.; Shimelis, H.; Hameed, M.U.; Atif, R.M.; Azhar, M.T.; Qamar, Z.; Asif, M. Gene flow from major genetically modified crops and strategies for containment and mitigation of transgene escape: A review. Appl. Ecol. Environ. Res. 2019, 17, 11191–11208. [Google Scholar] [CrossRef]
  172. Ahmad, M. Plant breeding advancements with “CRISPR-Cas” genome editing technologies will assist future food security. Front. Plant Sci. 2023, 14, 1133036. [Google Scholar] [CrossRef] [PubMed]
  173. Sadikiel Mmbando, G. The Adoption of Genetically Modified Crops in Africa: The Public’s Current Perception, the Regulatory Obstacles, and Ethical Challenges. GM Crops Food 2024, 15, 185–199. [Google Scholar] [CrossRef] [PubMed]
  174. Macnaghten, P.; Habets, M. Breaking the impasse: Towards a forward-looking governance framework for gene editing with plants. Plants People Planet 2020, 2, 353–365. [Google Scholar] [CrossRef]
Figure 1. Impacts of high-temperature stress on maize seed set within the source–sink framework during reproductive and grain-filling stages. The right half of the figure illustrates that under normal temperature conditions, a dynamic and efficient source–sink balance is achieved among the source–sink root, sink–source leaf, and sink seed during the normal development of the plant, ultimately ensuring maize seed set (yield). The left half of the figure summarizes that under HTS, the seed sink strength, leaf source activity–sink strength, and root sink strength–source activity are significantly suppressed, disrupting the source–sink balance and ultimately leading to a substantial reduction in maize seed set (yield). Visualization of signaling pathways was performed using Adobe Illustrator 2023.
Figure 1. Impacts of high-temperature stress on maize seed set within the source–sink framework during reproductive and grain-filling stages. The right half of the figure illustrates that under normal temperature conditions, a dynamic and efficient source–sink balance is achieved among the source–sink root, sink–source leaf, and sink seed during the normal development of the plant, ultimately ensuring maize seed set (yield). The left half of the figure summarizes that under HTS, the seed sink strength, leaf source activity–sink strength, and root sink strength–source activity are significantly suppressed, disrupting the source–sink balance and ultimately leading to a substantial reduction in maize seed set (yield). Visualization of signaling pathways was performed using Adobe Illustrator 2023.
Ijms 26 01283 g001
Figure 2. Model of molecular responses to high-temperature stress in maize.
Figure 2. Model of molecular responses to high-temperature stress in maize.
Ijms 26 01283 g002
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Fan, Z.; Song, H.; Qi, M.; Wang, M.; Bai, Y.; Sun, Y.; Yu, H. Impact of High-Temperature Stress on Maize Seed Setting: Cellular and Molecular Insights of Thermotolerance. Int. J. Mol. Sci. 2025, 26, 1283. https://doi.org/10.3390/ijms26031283

AMA Style

Fan Z, Song H, Qi M, Wang M, Bai Y, Sun Y, Yu H. Impact of High-Temperature Stress on Maize Seed Setting: Cellular and Molecular Insights of Thermotolerance. International Journal of Molecular Sciences. 2025; 26(3):1283. https://doi.org/10.3390/ijms26031283

Chicago/Turabian Style

Fan, Zhaoyi, Haoqi Song, Mengyuan Qi, Mengqing Wang, Yunfeng Bai, Yuhui Sun, and Haidong Yu. 2025. "Impact of High-Temperature Stress on Maize Seed Setting: Cellular and Molecular Insights of Thermotolerance" International Journal of Molecular Sciences 26, no. 3: 1283. https://doi.org/10.3390/ijms26031283

APA Style

Fan, Z., Song, H., Qi, M., Wang, M., Bai, Y., Sun, Y., & Yu, H. (2025). Impact of High-Temperature Stress on Maize Seed Setting: Cellular and Molecular Insights of Thermotolerance. International Journal of Molecular Sciences, 26(3), 1283. https://doi.org/10.3390/ijms26031283

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop