Abstract
Soil salinization represents one of the most severe abiotic constraints on global forest productivity. Populus, the most widely cultivated fast-growing timber tree and a premier model woody plant, exhibits striking intrageneric variation in salt tolerance—from the extremely halophytic Populus euphratica to highly salt-sensitive cultivated clones. Understanding the molecular basis of this variation has profound implications for saline–alkali land reclamation and salt-tolerant variety breeding. This review systematically synthesizes current knowledge on Populus salt-stress responses, covering three primary injury mechanisms (osmotic stress, ionic toxicity, and oxidative damage) and the corresponding physiological countermeasures. We further survey functional genes across four major categories: ion transporters, osmotic-adjustment enzymes, antioxidant-defense components, and transcription factors. Crucially, we extend beyond the herbaceous-plant paradigm by examining salt-tolerance strategies that are specific to the woody architecture of Populus: long-distance radial and axial Na+ transport through tall stems, salt sequestration in senescent bark and wood parenchyma, and deep-root ion exclusion strategies. Comparative insights from other woody genera are incorporated to highlight convergent and divergent mechanisms. On this basis, we propose an integrated multi-level regulatory model in which Na+ compartmentalization/efflux serves as the core, ROS homeostasis as the key regulatory axis, and osmotic adjustment as the auxiliary strategy. Outstanding challenges—including unresolved primary salt-signal perception, insufficient pathway integration, and limited in planta gene-function verification—are critically assessed, and future research priorities encompassing multi-omics integration, CRISPR-based gene editing, and natural-population genomics are outlined.
1. Introduction
Soil salinization is one of the foremost abiotic stress factors constraining the sustainable development of global agriculture and forestry. Approximately 20% of arable land and over 50% of irrigated farmland are threatened by salinity damage, and the affected area continues to expand owing to climate change and unsustainable irrigation practices [1]. In this context, the development of salt-tolerant plant varieties has become a research priority of considerable scientific and economic importance. Salt stress imposes osmotic stress, ionic toxicity, and secondary oxidative damage on plant cells, activating a complex multi-tiered signaling and response network spanning from ion transport and osmotic adjustment to transcriptional reprogramming [2,3].
Salt stress exerts a tripartite deleterious effect on plant physiology. The initial osmotic phase reduces soil water potential, rapidly impeding root water uptake and triggering stomatal closure, which in turn limits photosynthetic carbon assimilation and growth. The subsequent ionic phase is characterized by the progressive accumulation of Na+ and Cl− in the cytosol to toxic concentrations, disrupting enzyme activity, protein synthesis, and membrane integrity, while simultaneously impairing the uptake of essential nutrients such as K+, Ca2+, and NO3− through competitive ion transport. These ionic imbalances, combined with stomatal limitation of CO2 fixation, lead to the overproduction of reactive oxygen species (ROS) including superoxide (O2−), hydrogen peroxide (H2O2), and hydroxyl radicals (OH−), causing oxidative damage to lipids, proteins, and nucleic acids—constituting the third, oxidative phase of salt stress [2,4]. Plants have evolved a coordinated suite of adaptive strategies to counter these stresses, including osmotic adjustment through compatible solute accumulation, ion homeostasis via regulated transport and compartmentalization, and enzymatic and non-enzymatic antioxidant defense systems [5,6]. The molecular basis of these mechanisms has been extensively characterized in herbaceous model plants such as Arabidopsis thaliana and rice; however, woody perennials such as Populus present additional structural and physiological features—tall stature, perennial life history, extensive secondary growth, and deep root systems—that modulate salt-stress responses in ways not captured by herbaceous models.
Populus, belonging to the family Salicaceae, is the most widely distributed fast-growing timber genus and is established as the premier model system for molecular biology research in forestry. Among its members, Populus euphratica Olivier is a remarkable halophyte capable of surviving in soils with up to 5% NaCl, whereas most cultivated clones are highly salt-sensitive. This intrageneric contrast makes Populus an exceptionally tractable system for dissecting the genetic architecture of salt tolerance in woody plants. Earlier reviews have provided a broad overview of the physiological and molecular responses of Populus to salt stress [7], laying important groundwork that the present review extends by incorporating recent gene-function studies and an explicit woody-plant-specific perspective.
The completion of the P. trichocarpa reference genome [8] and subsequent multi-omics studies have propelled rapid advances in our understanding of Populus salt tolerance at the molecular level. However, most mechanistic discussions have been framed within a herbaceous-plant paradigm, overlooking physiological and structural features unique to woody species—such as tall stature with long-distance ion transport, radial growth generating new xylem and phloem annually, senescent bark accumulating salts, and deep-root systems that differentially encounter soil salt gradients. A comprehensive review that integrates the herbaceous-plant molecular framework with woody-plant-specific characteristics is therefore overdue.
This review systematically summarizes recent advances in the molecular mechanisms of Populus salt tolerance, with explicit attention to woody-plant-specific mechanisms and a comparative perspective spanning other arboreal taxa. We propose an integrated multi-level regulatory model and identify outstanding scientific challenges alongside promising research directions, aiming to provide a theoretical foundation and technical insights for molecular breeding of salt-tolerant. Specifically, this review aims to: (i) provide a comprehensive catalog of functionally validated salt-tolerance genes in Populus, organized by functional category—ion transporters, osmotic regulators, antioxidant enzymes, and transcription factors; (ii) critically evaluate the extent to which molecular mechanisms characterized in herbaceous model systems apply to, or require modification for, woody perennials; (iii) synthesize these findings into an integrated multi-level regulatory model that unifies ion homeostasis, osmotic adjustment, ROS detoxification, and hormone signaling under a hierarchical framework; and (iv) identify critical knowledge gaps and propose experimentally tractable research priorities that leverage emerging genomic and gene-editing tools. While a recent review has addressed salt, drought, and heavy-metal stress responses in Populus alba and its hybrids [9], the present review is distinguished by its specific focus on woody-plant-specific anatomical and physiological characteristics of Populus—including long-distance Na+ transport through tall stems, bark-mediated salt sequestration, and deep-root ion exclusion—which are absent from herbaceous model systems and not covered in depth by prior reviews. Furthermore, this review explicitly proposes an integrated multi-level regulatory model, a conceptual framework that hierarchically connects Na+ compartmentalization/efflux (core), ROS homeostasis (key regulatory axis), and osmotic adjustment (auxiliary strategy) with transcriptional co-regulation by multiple transcription factor families.
A substantial number of previously published reviews on Populus salt, drought, and heavy-metal stress responses were identified during the search process and critically evaluated. While these earlier syntheses provided valuable groundwork, the present review is distinguished by its exclusive focus on woody-plant-specific anatomical and physiological features—tall-stature ion transport, secondary growth dynamics, bark-mediated ion sequestration, and ectomycorrhizal symbiosis—that are systematically underrepresented in both herbaceous model-centric reviews and prior broad-stress surveys of Populus.
2. Physiological Responses of Populus to Salt Stress
Through long-term adaptive evolution, Populus has developed a multi-level physiological response system to salt stress, integrating ion homeostasis regulation, osmotic adjustment, antioxidant defense, and phytohormone signaling to collectively mitigate the triple damage of osmotic stress, ionic toxicity, and oxidative damage.
2.1. Ion Homeostasis Regulation
Maintaining intracellular ion homeostasis is central to Populus salt tolerance, achieved through coordinated regulation of Na+/K+ balance and suppression of cytoplasmic Na+ toxicity via multiple complementary pathways.
The Salt Overly Sensitive (SOS) signaling pathway constitutes the primary Na+-exclusion mechanism and is highly conserved in P. euphratica. Upon salt perception, a transient rise in cytoplasmic Ca2+ activates Calcineurin B-Like (CBL) proteins and their interacting kinases (CIPKs), forming a complex that phosphorylates and activates the plasma-membrane Na+/H+ antiporter SOS1, thereby driving extracellular Na+ efflux from root cells [10]. Vacuolar Na+ sequestration via NHX antiporters represents a complementary strategy: PeNHX1, PeNHX2, and PeNHX5 are constitutively highly expressed in leaves and are further up-regulated under salt stress, facilitating Na+ compartmentalization into the vacuole [11]. Members of the High-affinity K+ Transporter (HKT) family limit long-distance Na+ transport to the shoot by modulating xylem loading, thereby protecting photosynthetic tissues from ionic toxicity [12].
The CBL-CIPK network further participates in ion homeostasis through regulation of multiple transport proteins. PeCBL4 interacts with PeCIPK24 and PeCIPK26, activating SOS1-mediated Na+ efflux under salt stress [13]. Calcium-dependent protein kinases PeCPK7 and PePKS5 enhance Na+ efflux and K+ influx in Arabidopsis root cells when overexpressed, maintaining K+/Na+ balance and improving salt tolerance [14].
2.2. Osmotic Adjustment
Osmotic adjustment is a critical strategy for counteracting salt-stress-induced water deficit. Populus accumulates compatible solutes—including proline, glycine betaine, soluble sugars (sucrose, trehalose), and raffinose-series oligosaccharides—to lower cellular osmotic potential, maintain turgor pressure, and stabilize membranes and enzymes.
Proline is the predominant osmoprotectant under salt stress; its content in P. euphratica leaves rises progressively with increasing NaCl concentration, closely correlated with induction of pyrroline-5-carboxylate synthetase (P5CS) gene expression [15]. Galactinol synthase genes GolS1 and GolS2 are markedly induced by salt treatment, enhancing synthesis of galactitol and raffinose and expanding the repertoire of osmoprotectants [16]. Betaine aldehyde dehydrogenase (PeBADH) and choline monooxygenase (PeCMO) act synergistically to sustain betaine biosynthesis, with PeCMO transcript levels increasing more than eight-fold in roots under salt stress [17]. Soluble-sugar synthesis genes PeSPS (sucrose phosphate synthase) and PeTPS (trehalose-6-phosphate synthase) are likewise significantly up-regulated, collectively enhancing cellular osmotic capacity [18]. Notably, the hybrid P. talassica × P. euphratica coordinates osmoprotectant synthesis across aboveground and belowground tissues at low salinity, but this coordinated response is significantly impaired at high salt concentrations, illustrating that osmoregulatory efficiency is tightly constrained by the severity of salt stress [19].
2.3. Antioxidant Defense
Salt stress triggers overproduction of reactive oxygen species (ROS), which cause oxidative damage to membranes, proteins, and nucleic acids. Populus counters this challenge through a multi-tiered antioxidant system comprising both enzymatic and non-enzymatic components.
The enzymatic antioxidant cascade is anchored by superoxide dismutase (SOD), which converts O2− to H2O2; catalase (CAT) and peroxidase (POD) then reduce H2O2 to H2O; ascorbate peroxidase (APX) and glutathione peroxidase (GPX) further contribute to redox detoxification. In 84K Populus, antioxidant enzyme activities initially increase and then decline with escalating NaCl concentration, indicating that moderate salinity is manageable whereas severe salinity overwhelms enzymatic capacity [20]. Tissue-specific transcriptomics revealed that root redox-related genes are most significantly enriched, designating the root as the primary ROS-scavenging organ [21].
Glutathione S-transferase PeGSTU58, localized in both the cytoplasm and nucleus, is up-regulated under salt stress. Its overexpression in transgenic Arabidopsis elevates the activities of SOD, POD, CAT, and GST while up-regulating stress-responsive genes DREB2A and COR47 [22]. Overexpression of the peroxisome-proliferation gene PePEX11 reduces H2O2 accumulation, highlighting a peroxisome-mediated contribution to ROS metabolism [23]. Non-enzymatic antioxidants—glutathione (GSH), ascorbic acid (ASA), and flavonoids—directly scavenge ROS and interact synergistically with the enzymatic system to maintain redox homeostasis [20].
3. Woody-Plant-Specific Mechanisms of Salt Tolerance in Populus
The discussion of plant salt tolerance has historically been dominated by findings from the herbaceous model species Arabidopsis thaliana and cereal crops. While the core ion-homeostasis and osmotic-adjustment pathways are largely conserved, Populus and other woody plants possess structural and physiological characteristics that generate both unique challenges and additional adaptive solutions unavailable to short-lived annuals. These wood-specific mechanisms deserve explicit consideration in any comprehensive review of Populus salt tolerance.
3.1. Long-Distance Ion Transport in Tall Trees
In tall trees such as Populus, Na+ absorbed by root cells must traverse a substantially greater axial distance to reach photosynthetically active canopy tissues compared with herbaceous plants. This long-distance transport is mediated primarily through the xylem stream, making the regulation of xylem Na+ loading a critical checkpoint for salt tolerance. HKT1-type transporters, which retrieve Na+ from the xylem apoplast back into surrounding parenchyma cells, are therefore of particular physiological importance in Populus. Overexpression of PeHKT1;1 significantly reduces Na+ accumulation in leaves of transgenic Populus [24], consistent with a “recirculation” model in which Na+ unloaded by xylem parenchyma HKTs is redirected to the phloem for basipetal retranslocation to roots.
Radial ion transport across multiple wood rings presents an additional complexity absent in herbaceous species. As secondary xylem (wood) is formed annually through cambial activity, Na+ stored in the symplast of living ray parenchyma and axial parenchyma of older wood can act as a long-term sink, buffering fluctuations in apoplastic salt concentration. This buffering capacity increases with tree maturation, potentially explaining why adult P. euphratica trees tolerate higher salt concentrations than seedlings. The molecular regulation of wood-parenchyma Na+/H+ antiporters (tonoplast NHX and vacuolar H+-ATPase/PPase) in this context remains largely unexplored and represents a priority for future research as it remains insufficiently characterized. While some progress has been made—DNA methylation changes under salt stress have been reported in Populus [25], non-coding RNAs (miRNAs, lncRNAs) have been identified as regulators of salt tolerance in multiple Populus species [26], and ubiquitylation and phosphorylation have been documented in Populus stress responses [27,28]—systematic and integrated multi-layered epigenomic profiling specifically under salt stress remains limited. Evidence from other plant systems further underscores the importance of these regulatory layers in salt-tolerance responses [29,30,31]. Comprehensive profiling in Populus is likely to reveal additional regulatory dimensions not captured by transcriptomics alone.
3.2. Salt Sequestration in Bark and Senescent Tissues
A distinctive feature of woody plants is the presence of bark—comprising the phloem, cortex, and periderm—as a substantial carbon and mineral reservoir. In salt-stressed Populus, the outer bark and older phloem tissues have been reported to accumulate Na+ and Cl− at concentrations substantially higher than those in living mesophyll cells [21], suggesting that these metabolically less active tissues serve as a salt dump protecting the photosynthetic canopy. This mechanism is analogous to the salt-bladder strategy employed by halophytes such as Atriplex and Mesembryanthemum, but operates via a fundamentally different anatomical compartment—the secondary phloem and bark parenchyma. Periodic bark shedding in Populus may therefore constitute a passive salt-excretion mechanism, although direct experimental evidence for this hypothesis is lacking and warrants investigation through isotopic-tracer studies combined with laser-ablation ICP-MS.
Comparisons with other broad-leaved trees support the importance of bark salt storage: Quercus suber (cork oak) accumulates substantial Na+ in its thick bark under saline irrigation [32], and the mangrove Avicennia marina secretes excess salt via specialized bark-associated salt glands [33]. Although Populus lacks dedicated salt glands, the principle of peripheral-tissue salt storage appears to be a broadly convergent woody-plant strategy.
3.3. Deep Root Systems and Soil Salt Avoidance
The deep, extensive root architecture of Populus confers a spatial advantage over herbaceous crops: deep roots can access water from below the saline zone, effectively practicing salt avoidance by reducing total Na+ uptake. P. euphratica in its natural riparian habitat of the Tarim Basin exploits this strategy to access deep freshwater reserves during drought, while surface soils are highly saline [19]. Root plasticity—including preferential growth into low-salinity sub-horizons—is regulated by root gravitropism and hydrotropism pathways. PagMYB73A promotes adventitious root elongation in 84K Populus under salt stress [34], and the hormonal control of root architecture under salinity remains an active and promising research area.
3.4. Mycorrhizal Associations and Salt Tolerance
Mycorrhizal associations—ubiquitous in forest trees but rare or absent in most herbaceous model plants [35]—further augment salt tolerance of Populus by improving water and nutrient acquisition, modifying rhizosphere chemistry, and directly attenuating Na+ uptake [36]. Ectomycorrhizal fungi associated with P. tremula and P. euphratica have been shown to reduce foliar Na+ concentrations under salt stress [37,38], pointing to a tripartite root–mycorrhiza–salt-tolerance interaction that is an intrinsic component of woody-plant salt biology but has no parallel in Arabidopsis or rice research.
3.5. Comparative Perspectives with Other Woody Species
Comparing Populus with other gymnospermous and angiospermous trees illuminates both shared principles and genus-specific adaptations. In Pinus (conifers), salt tolerance is achieved primarily through tight root exclusion and accumulation of polyols (mannitol, pinitol) as osmoprotectants, with NHX vacuolar antiporters also playing important roles in the needles [39]. Unlike Populus, conifer needles possess limited vacuolar volume for Na+ storage, and thick cuticular waxes reduce salt spray absorption—a relevant adaptation in coastal Pinus species. In Quercus (oaks), transcriptomic responses to salinity share core components with Populus (SOS pathway induction, ERF and WRKY activation) but show markedly lower induction of NHX and HKT genes, consistent with the relatively lower salt tolerance of most oak species [36]. The extreme salt tolerance of Tamarix (tamarisk)—a dicotyledonous tree that can withstand NaCl concentrations exceeding 3%—is achieved through specialized salt glands on leaves and stems that actively excrete Na+ and Cl−; transcriptomic studies have identified WRKY and MYB transcription factors among the differentially expressed genes in Tamarix under salt stress, suggesting potential convergence with Populus stress-response pathways. These cross-species comparisons underscore the value of a comparative tree biology framework for identifying mechanistic innovations specific to Populus and for pinpointing candidate genes that could be transferred to improve salt tolerance in other timber species.
4. Functional Genes Related to Salt Tolerance in Populus
Salt-tolerance functional genes in Populus can be classified into four major categories based on their molecular functions: ion-transport genes, osmotic-adjustment genes, antioxidant-defense genes, and transcription-factor genes. These categories are discussed below and are catalogued in Table 1, Table 2, Table 3 and Table 4.
4.1. Ion Transport-Related Genes
Ion-transport genes orchestrate the efflux, vacuolar sequestration, and long-distance distribution of Na+, as well as the uptake and retention of K+, to maintain a high intracellular K+/Na+ ratio and mitigate Na+ toxicity (Table 1).
The NHX family serves as the principal executor of vacuolar Na+ sequestration. PeNHX1 and PeNHX5 are constitutively up-regulated in leaves under salt stress and are responsible for pumping cytoplasmic Na+ into vacuoles; PeNHX2 exhibits differential tissue-specific expression, reflecting functional specialization across organs [11,21]. Core SOS-pathway genes—PeSOS1, PeSOS2 (CIPK24), and PeSOS3 (CBL4)—form a conserved signaling cascade that phosphorylates and activates the plasma-membrane Na+/H+ antiporter SOS1 to drive Na+ efflux [20,40]. HKT1-type transporters (PeHKT1;1, PeHKT1;5) limit xylem Na+ loading and thereby protect leaf photosynthetic machinery from ionic toxicity [8,24]—a function of heightened importance in the tall-stature context discussed in Section 3.1. H+-ATPase genes PeHA4 and PagHA2 are induced within 12 h of salt treatment, maintaining membrane potential polarization to suppress K+ efflux and energize Na+/H+ antiport [41]. Overexpression of phospholipase D PePLD8 further improves salt tolerance by modulating K+/Na+ flux and ROS homeostasis, revealing a novel lipid-signaling interface [39].
Table 1.
Ion transport-related genes associated with salt tolerance in Populus.
4.2. Osmotic Adjustment-Related Genes
Osmotic-adjustment genes control the biosynthesis of compatible solutes and thereby determine the capacity to counter salt-induced water deficit (Table 2). P5CS, encoding pyrroline-5-carboxylate synthetase, is the rate-limiting enzyme of proline biosynthesis and is significantly up-regulated in salt-stressed P. euphratica [15]. Galactinol synthases GolS1 and GolS2 catalyze galactitol and raffinose synthesis [16]. PeCMO and PeBADH collaboratively catalyze betaine biosynthesis [17]. PeSPS and PeTPS promote accumulation of sucrose and trehalose, respectively [18].
Table 2.
Osmotic adjustment-related genes associated with salt tolerance in Populus.
4.3. Antioxidant-Defense Genes
Antioxidant genes are activated in response to salt-induced ROS overproduction, collectively maintaining cellular redox homeostasis (Table 3). Core antioxidant-enzyme genes—PeSOD, PePOD, PeCAT, PeAPX, and PeGPX—show pronounced root-enriched up-regulation in tissue-specific transcriptomic data, consistent with the root acting as the primary ROS-scavenging organ [44]. PeGSTU58 plays a multifaceted protective role, enhancing antioxidant enzyme activities and inducing stress-responsive genes [22]. PePEX11 regulates peroxisome proliferation and reduces H2O2 under salt stress [23]. PagGRXC9 strengthens glutathione-mediated redox buffering [40]. In contrast, PeGRP2 acts as a negative regulator whose overexpression increases salt sensitivity by disrupting photosynthesis, Na+ homeostasis, and ROS balance [45].
Table 3.
Antioxidant-defense genes associated with salt tolerance in Populus.
4.4. Transcription Factor Genes
Transcription factors orchestrate broad transcriptional reprogramming during salt stress by binding cis-elements in the promoters of downstream functional genes (Table 4). In the Populus genome, multiple transcription-factor families—ERF, MYB, WRKY, NAC, and bZIP—have undergone significant expansion [46], and many members exhibit differential expression under salt stress.
PeERF1 is a core positive regulator whose overexpression in 84K Populus markedly enhances antioxidant capacity and osmoregulatory competence [47]. PdbERF109 and RAP2L14 from the hybrid P. davidiana × P. bolleana likewise act as positive regulators; their silencing impairs root development and plant growth under salt stress [48]. PagMYB73A promotes adventitious root elongation and regulates stomatal density [34], while PSAR1 (an MYB repressor) functions as a negative regulator through interaction with the ABA pathway [49]. PaWRKY33 enhances tobacco salt tolerance and directly modulates the expression of SOS1 and NHX by binding W-box elements in their promoters [50]—a mechanistic link between the transcription factor hub and the ion-homeostasis module. NAC family members PeNAC021, PeNAC072, and PagNAC55 are strongly induced by salt and participate in multi-process regulation encompassing osmotic adjustment, ion transport, and ROS scavenging [41,51]. bZIP factors PebZIP33 and PagbZIP23 bind abscisic acid response elements (ABREs) in the PeSOS1 promoter, linking ABA-mediated stress signaling to the SOS ion-efflux pathway [52,53].
Table 4.
Transcription factor genes associated with salt tolerance in Populus.
5. An Integrated Multi-Level Regulatory Model of Salt Tolerance in Populus
Comprehensive synthesis of existing research demonstrates that salt tolerance in Populus is not governed by any single pathway but arises from the coordinated operation of a hierarchical multi-level regulatory network. Ion homeostasis—centered on Na+ vacuolar sequestration (NHX) and plasma-membrane efflux (SOS1)—forms the primary defensive core, ensuring that cytoplasmic Na+ concentrations remain below toxic thresholds. Osmotic adjustment, mediated by the coordinated synthesis of proline, betaine, raffinose, and soluble sugars, maintains cellular water potential and provides auxiliary support for stress adaptation. The antioxidant defense network—comprising enzymatic (SOD/CAT/APX/POD/GPX/GSTU) and non-enzymatic (GSH/ASA/flavonoids) components—eliminates ROS overproduction, preventing irreversible oxidative damage to macromolecules. These three functional modules are integrated by Ca2+ and ABA signaling nodes and are transcriptionally co-regulated by overlapping sets of ERF, MYB, WRKY, NAC, and bZIP transcription factors.
Critically, the woody architecture of Populus imposes an additional spatial dimension on this model: long-distance Na+ transport through tall stems demands HKT-mediated xylem retrieval at multiple points along the vascular axis, bark parenchyma provides a peripheral Na+ sequestration compartment supplementing vacuolar storage in leaf mesophyll, and deep roots can exploit spatial salt gradients in the soil profile. These tree-specific features are not merely additive but mechanistically integrated with the core molecular network: bark NHX expression is co-regulated by the same CBL-CIPK calcium-signaling module that controls SOS1 in roots, and wood-ray parenchyma tonoplast H+-ATPase activity energizes vacuolar Na+ sequestration using the same biochemical machinery as leaf mesophyll vacuoles.
The proposed multi-level model has important implications for the molecular breeding of salt-tolerant Populus varieties. First, the hierarchical organization of the model suggests that simultaneous modulation of the core Na+ exclusion module (SOS1/NHX/HKT) and the ROS regulatory axis (antioxidant enzymes/transcription factors) is likely to produce synergistic, rather than merely additive, improvements in salt tolerance—a prediction testable through combinatorial transgenic approaches. Second, recent genome-wide studies in P. euphratica have identified expanded gene families—including C2H2 zinc-finger proteins, aspartic proteases, and glycine-rich RNA-binding proteins—whose members exhibit salt-responsive expression patterns [57], providing a rich source of candidate genes for functional validation and breeding. Third, the cross-talk between hormone signaling pathways and the core salt-tolerance modules—particularly the ABA-dependent activation of MYB and NAC transcription factors and the JA-mediated modulation of antioxidant gene expression [42]—offers opportunities for hormone-based priming strategies to enhance salt tolerance in Populus plantations. Comparative analysis with salt-tolerant woody species outside Salicaceae—such as Avicennia marina (mangrove) and Casuarina spp.—further suggests that salt secretion via specialized glands and symbiotic nitrogen fixation under saline conditions represent alternative evolutionary strategies whose molecular underpinnings may inform orthogonal breeding approaches for Populus.
6. Current Challenges and Future Directions
Despite remarkable progress, several fundamental challenges persist in the study of Populus salt tolerance.
The primary molecular sensors of salt stress at the plasma membrane remain poorly characterized. The identity of the initial Na+ sensor and the mechanisms coupling ionic and osmotic perception to intracellular signaling cascades remain unclear, limiting our understanding of how salt signals are first decoded in Populus cells. Candidates emerging from Arabidopsis research—including the MSCL-like mechanosensitive channels and the OSCA family of hyperosmolality-gated Ca2+-permeable channels—require functional validation in Populus.
The temporal and environmental regulation of cross-talk among ion-homeostasis, osmotic-adjustment, and antioxidant pathways remains insufficiently characterized. In particular, the hormonal interaction network—ABA, ethylene, JA, and brassinosteroids—and its context-dependent modulation of salt-tolerance gene expression requires systematic investigation using high-resolution time-course transcriptomics and hormone-signaling mutants in Populus. The transcriptional regulation of salt-stress responses by these hormones has been documented in herbaceous species [43], but systematic characterization in Populus remains a priority.
Functional validation of salt-tolerance genes remains predominantly dependent on the Arabidopsis heterologous system, which lacks the woody architecture and perennial physiology of Populus. Direct in planta validation using stable transgenic Populus lines, combined with CRISPR/Cas9-mediated knockouts in P. euphratica itself, is essential for translating molecular discoveries into actionable breeding targets.
The roles of epigenetic regulation (DNA methylation, histone modifications), small and long non-coding RNAs (miRNAs, lncRNAs, circRNAs), and protein post-translational modifications (ubiquitylation, SUMOylation, phosphorylation) in the systemic salt-tolerance response of Populus have been largely unexplored. Multi-layered epigenomic profiling under salt stress is likely to reveal additional regulatory dimensions not captured by transcriptomics alone.
Looking forward, four research directions are prioritized: (i) multi-omics integration—combining transcriptomics, metabolomics, proteomics, and epigenomics within a systems-biology framework to reconstruct the full topology of the Populus CRISPR-based gene editing applications (including Cas9-mediated knockout, base editing, and prime editing) salt-response regulatory network; (ii) in Populus to conduct precise functional validation and rational engineering of salt-tolerance genes; (iii) population genomics of P. euphratica and its wild relatives to discover superior salt-tolerance alleles via genome-wide association studies; and (iv) translational breeding—leveraging marker-assisted selection, genetic transformation, and gene editing to develop elite Populus varieties adapted to saline–alkali soils, thereby supporting ecological restoration and sustainable forestry on salt-affected land.
7. Conclusions
This review provides a comprehensive synthesis of the molecular mechanisms underlying salt tolerance in Populus, organized within a hierarchical multi-level regulatory framework. The central thesis emerging from this synthesis is that salt tolerance in woody perennials cannot be reduced to any single molecular pathway—rather, it arises from the coordinated integration of ion homeostasis, osmotic adjustment, ROS detoxification, and hormone-mediated transcriptional regulation, all operating within a woody anatomical context that uniquely modulates these processes. The proposed model identifies Na+ vacuolar sequestration and plasma-membrane efflux as the primary defensive core, antioxidant networks as the central regulatory axis, and osmotic adjustment as a critical auxiliary support system, with CBL-CIPK calcium signaling and ABA-dependent transcription factors providing integrative control across all levels.
Several critical knowledge gaps remain that should guide future research. The identity of the primary Na+ sensor(s) in Populus has yet to be conclusively determined, and the structural basis of ion channel gating under salt stress awaits high-resolution characterization. The regulatory contributions of epigenetic modifications—DNA methylation, histone modification, and non-coding RNAs—to salt-responsive gene expression in Populus remain insufficiently characterized. The mechanistic basis of ectomycorrhiza-mediated salt tolerance improvement, though demonstrated physiologically, lacks molecular dissection. Bridging these gaps through the application of CRISPR-based gene editing, single-cell transcriptomics, and multi-omics integration holds transformative potential for both fundamental understanding and applied breeding of salt-tolerant forest trees.
In the broader context of global environmental change, the molecular breeding of salt-tolerant Populus varieties represents a strategic priority. Saline–alkali land occupies over 900 million hectares worldwide and continues to expand. As fast-growing woody perennials with well-developed genomic resources and established transformation protocols, salt-tolerant Populus cultivars offer a tangible pathway toward ecological restoration, carbon sequestration, and sustainable biomass production on marginal lands that are unsuitable for conventional agriculture.
Author Contributions
Conceptualization and writing—original draft: P.H.; supervision, writing—review and editing, and funding acquisition: H.C. 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 32370377).
Data Availability Statement
No new data were created or analyzed in this study. Data sharing is not applicable to this article.
Acknowledgments
During the preparation of this manuscript, the authors used AI-assisted tools (including large language models) solely for language polishing, grammar checking, and improving the clarity of written English. All scientific content, literature analysis, interpretation, and conclusions were generated and verified by the authors. The authors take full responsibility for the scientific accuracy and integrity of this work.
Conflicts of Interest
The authors declare no conflicts of interest.
References
- Feng, K.; Zhao, X.; Li, Z.; Qiu, J.; Cao, Y. Research advances in the molecular mechanisms of plant response to saline-alkali stress. Biotechnol. Bull. 2024, 40, 122–138. [Google Scholar] [CrossRef]
- Arif, Y.; Singh, P.; Siddiqui, H.; Bajguz, A.; Hayat, S. Salinity induced physiological and biochemical changes in plants: An omic approach towards salt stress tolerance. Plant Physiol. Biochem. 2020, 156, 64–77. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yang, Y.; Guo, Y. Unraveling salt stress signaling in plants. J. Integr. Plant Biol. 2018, 60, 796–804. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Balasubramaniam, T.; Shen, G.; Esmaeili, N.; Zhang, H. Plants’ Response Mechanisms to Salinity Stress. Plants 2023, 12, 2253. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhao, C.; Zhang, H.; Song, C.; Zhu, J.-K.; Shabala, S. Mechanisms of plant responses and adaptation to soil salinity. Innovation 2020, 1, 100017. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- van Zelm, E.; Zhang, Y.; Testerink, C. Salt tolerance mechanisms of plants. Annu. Rev. Plant Biol. 2020, 71, 403–433. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, X.; Liu, L.; Chen, B.; Qin, Z.; Xiao, Y.; Zhang, Y.; Yao, R.; Liu, H.; Yang, H. Progress in Understanding the Physiological and Molecular Responses of Populus to Salt Stress. Int. J. Mol. Sci. 2019, 20, 1312. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liu, Y.; Han, Z.J.; Su, M.X.; Zhang, M. Transcriptomic profile analysis of Populus talassica × Populus euphratica response and tolerance under salt stress conditions. Genes 2022, 13, 1032. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tiwari, B.; Sharma, S.; Chakraborty, S.; Taruna, T.; Sharma, K. Mechanisms of Salt, Drought, and Heavy Metal Stress Responses in Populus alba and Its Hybrids, Treated as Model Trees. Discov. Plants 2026, 3, 106. [Google Scholar] [CrossRef] [Scilit]
- Wang, C.; Wu, G.; Wei, M. Functional mechanism of plant CBL in regulating responses to abiotic and biotic stresses. Biotechnol. Bull. 2025, 41, 16. [Google Scholar] [CrossRef]
- Ye, C.; Zhang, H.; Chen, J.; Xia, X.; Yin, W. Molecular characterization of putative vacuolar NHX-type Na+/H+ exchanger genes from the salt-resistant tree Populus euphratica. Physiol. Plant. 2009, 137, 166–174. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liao, X.; Wang, X.; Chen, Y.; Li, B.; Hong, S.D.; Mei, L.N.; Guo, Y. Identification of the HKT gene family members in Populus species and analysis of their expression patterns under salt stress. Acta Agric. Zhejiangensis 2025, 37, 2104–2115. [Google Scholar] [CrossRef]
- Qu, M.; Sun, Q.; Chen, N.; Chen, Z.; Zhang, H.; Lv, F.; An, Y. Functional characterization of a new salt stress response gene, PeCBL4, in Populus euphratica Oliv. Forests 2023, 14, 1504. [Google Scholar] [CrossRef] [Scilit]
- Zhang, X.; Yin, K.; An, K.; Zhao, Z.; Zhao, R.; Chen, S.; Zhao, N.; Zhou, X. Overexpression of Populus euphratica PeCPK7 enhancing salt tolerance in Arabidopsis thaliana. J. Beijing For. Univ. 2024, 46, 62–75. [Google Scholar] [CrossRef]
- Szabados, L.; Savoré, A. Proline: A multifunctional amino acid. Trends Plant Sci. 2010, 15, 89–97. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhou, J.; Yang, Y.; Yu, J.; Wang, L.; Yu, X.; Ohtani, M.; Kusano, M.; Saito, K.; Demura, T.; Zhuge, Q. Responses of Populus trichocarpa galactinol synthase genes to abiotic stresses. J. Plant Res. 2014, 127, 347–358. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liu, J. Cloning and Functional Divergence of Betaine Aldehyde Dehydrogenase Genes in Populus euphratica. Ph.D. Thesis, Beijing Forestry University, Beijing, China, 2012. [Google Scholar]
- Long, X.; Sun, J.; Song, T.; Jin, H.; Jia, M.; Qiu, C.; Li, Z.; Gai, Z. Identification and expression analysis of the trehalose-6-phosphate synthase (TPS) gene family in Populus euphratica. J. Tarim Univ. 2026, 38, 14–23. [Google Scholar] [CrossRef]
- Liu, Y.; Su, M.; Zhao, X.; Liu, M.; Wu, J.; Wu, X.; Lu, Z.; Han, Z. Combined transcriptomic and metabolomic analysis revealed the salt tolerance mechanism of Populus talassica × Populus euphratica. BMC Plant Biol. 2025, 25, 361. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhao, R.; Chen, S. The salt-stress signaling network involved in the regulation of ionic and ROS homeostasis in poplar. Sci. Sin. Vitae 2020, 50, 167–175. [Google Scholar] [CrossRef] [Scilit]
- Yu, L.; Ma, J.; Niu, Z.; Bai, X.; Lei, W.; Shao, X.; Chen, N.; Zhou, F.; Wan, D. Tissue-specific transcriptome analysis reveals multiple responses to salt stress in Populus euphratica seedlings. Genes 2017, 8, 372. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Meng, H.; Zhao, J.; Yang, Y.; Diao, K.; Zheng, G.; Li, T.; Dai, X.; Li, J. PeGSTU58, a glutathione S-transferase from Populus euphratica, enhances salt and drought stress tolerance in transgenic Arabidopsis. Int. J. Mol. Sci. 2023, 24, 9354. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yao, K.; Lian, C.; Wang, J.; Wang, H.; Liu, C.; Yin, W.; Xia, X. PePEX11 gene from Populus euphratica is involved in regulating antioxidant capacity of Arabidopsis under salt stress. J. Beijing For. Univ. 2018, 40, 19–28. [Google Scholar] [CrossRef]
- Xu, M.; Chen, C.; Cai, H.; Wu, L. Overexpression of PeHKT1;1 improves salt tolerance in Populus. Genes 2018, 9, 475. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Su, Y.; Bai, X.; Yang, W.; Wang, W.; Chen, Z.; Ma, J.; Ma, T. Single-Base-Resolution Methylomes of Populus euphratica Reveal the Association between DNA Methylation and Salt Stress. Tree Genet. Genomes 2018, 14, 86. [Google Scholar] [CrossRef] [Scilit]
- Zhang, Y.; Zhou, Y.; Zhu, W.; Liu, J.; Cheng, F. Non-Coding RNAs Fine-Tune the Balance between Plant Growth and Abiotic Stress Tolerance. Front. Plant Sci. 2022, 13, 965745. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tong, S.; Chen, N.; Wang, D.; Ai, F.; Liu, B.; Ren, L.; Chen, Y.; Zhang, J.; Lou, S.; Liu, H.; et al. The U-box E3 Ubiquitin Ligase PalPUB79 Positively Regulates ABA-Dependent Drought Tolerance via Ubiquitination of PalWRKY77 in Populus. Plant Biotechnol. J. 2021, 19, 2561. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, X.; Ding, Y.; Yang, Y.; Song, C.; Wang, B.; Yang, S.; Guo, Y.; Gong, Z. Protein Kinases in Plant Responses to Drought, Salt, and Cold Stress. J. Integr. Plant Biol. 2021, 63, 53–78. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chang, Y.; Zhu, C.; Jiang, J.; Zhang, H.; Zhu, J.; Duan, C. Epigenetic Regulation in Plant Abiotic Stress Responses. J. Integr. Plant Biol. 2020, 62, 563–580. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, F.; Yang, J.; Zhang, N.; Wu, J.; Si, H. Roles of MicroRNAs in Abiotic Stress Response and Characteristics Regulation of Plant. Front. Plant Sci. 2022, 13, 919243. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Gong, Z.; Xiong, L.; Shi, H.; Yang, S.; Herrera-Estrella, L.R.; Xu, G.; Chao, D.-Y.; Li, J.; Wang, P.-Y.; Qin, F.; et al. Plant Abiotic Stress Response and Nutrient Use Efficiency. Sci. China Life Sci. 2020, 63, 635–674. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Dias, M.C.; Santos, C.; Araújo, M.; Barros, P.M.; Oliveira, M.; de Oliveira, J.M.P.F. Quercus suber roots activate antioxidant and membrane protective processes in response to high salinity. Plants 2022, 11, 557. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Natarajan, P.; Murugesan, A.K.; Govindan, G.; Gopalakrishnan, A.; Kumar, R.; Duraisamy, P.; Balaji, R.; Tanuja; Shyamli, P.S.; Parida, A.K.; et al. A reference-grade genome identifies salt-tolerance genes from the salt-secreting mangrove species Avicennia marina. Commun. Biol. 2021, 4, 851. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Jin, X.; Zhao, K.; Hu, J.; Gailing, O.; Zhou, L.; Du, S.; Han, Y.; Wang, S. PagMYB73A Enhances Poplar Salt Tolerance by Facilitating Adventitious Roots Elongation and Stomata Density. For. Res. 2024, 4, e003. [Google Scholar] [CrossRef] [Scilit]
- Llanes, A.; Palchetti, M.V.; Vilo, C.; Ibañez, C. Molecular control to salt tolerance mechanisms of woody plants: Recent achievements and perspectives. Ann. For. Sci. 2021, 78, 96. [Google Scholar] [CrossRef] [Scilit]
- Li, R.; Fu, R.; Li, M.; Song, Y.; Li, J.; Chen, C.; Gu, Y.; Liang, X.; Nie, W.; Ma, L.; et al. Transcriptome profiling reveals multiple regulatory pathways of Tamarix chinensis in response to salt stress. Plant Cell Rep. 2023, 42, 1809–1824. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tang, R.-J.; Liu, H.; Bao, Y.; Lv, Q.-D.; Yang, L.; Zhang, H.-X. The woody plant poplar has a functionally conserved salt overly sensitive pathway in response to salinity stress. Plant Mol. Biol. 2010, 74, 367–380. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liu, J.; Li, J.; Deng, C.; Liu, Z.; Yin, K.; Zhang, Y.; Zhao, Z.; Zhao, R.; Zhao, N.; Zhou, X.; et al. Effect of NaCl on ammonium and nitrate uptake and transport in salt-tolerant and salt-sensitive poplars. Tree Physiol. 2024, 44, tpae020. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, Y.; Yao, J.; Yin, K.; Liu, Z.; Zhang, Y.; Deng, C.; Liu, J.; Zhang, Y.; Hou, S.; Zhang, H.; et al. Populus euphratica phospholipase Dδ increases salt tolerance by regulating K+/Na+ and ROS homeostasis in Arabidopsis. Int. J. Mol. Sci. 2022, 23, 4911. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wang, J.; Ding, C.; Cui, C.; Song, J.; Ji, G.; Sun, N.; Qi, S.; Li, J.; Xu, Z.; Zhang, H. Physiological and molecular responses of poplar to salt stress and functional analysis of PagGRXC9 to salt tolerance. Tree Physiol. 2025, 45, tpaf039. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Li, J.; Zhao, R.; Liu, J.; Yao, J.; Ma, S.; Yin, K.; Zhang, Y.; Liu, Z.; Yan, C.; Zhao, N.; et al. Populus euphratica GRP2 interacts with target mRNAs to negatively regulate salt tolerance by interfering with photosynthesis, Na+, and ROS homeostasis. Int. J. Mol. Sci. 2024, 25, 2046. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Li, J.; Bao, S.; Zhang, Y.; Ma, X.; Mishra-Knyrim, M.; Sun, J.; Sa, G.; Shen, X.; Polle, A.; Chen, S. Paxillus involutus Strains MAJ and NAU Mediate K+/Na+ Homeostasis in Ectomycorrhizal Populus × canescens under Sodium Chloride Stress. Plant Physiol. 2012, 159, 1771–1786. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Luo, Z.-B.; Li, K.; Gai, Y.; Göbel, C.; Wildhagen, H.; Jiang, X.; Feußner, I.; Rennenberg, H.; Polle, A. The Ectomycorrhizal Fungus (Paxillus involutus) Modulates Leaf Physiology of Poplar towards Improved Salt Tolerance. Environ. Exp. Bot. 2011, 72, 304–311. [Google Scholar] [CrossRef] [Scilit]
- Ge, X.-L.; Zhang, L.; Du, J.-J.; Wen, S.-S.; Qu, G.-Z.; Hu, J.-J. Transcriptome analysis of Populus euphratica under salt treatment and PeERF1 gene enhances salt tolerance in transgenic Populus alba × Populus glandulosa. Int. J. Mol. Sci. 2022, 23, 3727. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fang, Q.; Zhang, C.; Liu, J.; Zeng, Z.; Lu, Y. The Populus MYB transcription factor PSAR1 negatively regulates salt stress and is a repressor of ABA signaling. J. Plant Interact. 2025, 20, 2453716. [Google Scholar] [CrossRef] [Scilit]
- Yang, C.; Jin, M.; Zhang, L.; Shen, J.; Guan, Q. Drought and salinity tolerance of the PtWRKY33 gene in Populus. Forests 2023, 14, 2039. [Google Scholar] [CrossRef] [Scilit]
- Liu, Y. Anatomical Structure, Growth and Physiological Characteristics, Transcriptome and Metabolome Analysis of P. euphratica × P. pruinosa in Response to NaCl Stress. Ph.D. Thesis, Tarim University, Xinjiang, China, 2024. [Google Scholar]
- Wang, S.; Huang, J.; Wang, X.; Dang, H.; Jiang, T.; Han, Y. Expression analysis of the NAC transcription factor family of Populus in response to salt stress. Forests 2019, 10, 688. [Google Scholar] [CrossRef] [Scilit]
- Zhang, Y.; Lian, C.; Duan, H.; Lu, X.; Xia, X.; Yin, W. Cloning and functional analysis of PebZIP26 and PebZIP33 transcription factors from Populus euphratica. J. Beijing For. Univ. 2017, 39, 18–30. [Google Scholar] [CrossRef]
- Zhao, Y.; He, Z.; Fan, L. Genome-wide identification of the C2H2 zinc finger gene family in Populus euphratica and the functional analysis of PeZFP38 under salt stress. Front. Plant Sci. 2026, 17, 1754976. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- He, P.; Huang, L.; Cai, H. Genome-Wide Identification and Expression Analysis of Aspartic Proteases in Populus euphratica Reveals Candidates Involved in Salt Tolerance. Plants 2025, 14, 1930. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Usman, M.; Ho-Plágaro, T.; Frank, H.E.R.; Calvo-Polanco, M.; Gaillard, I.; Garcia, K.; Zimmermann, S.D. Mycorrhizal Symbiosis for Better Adaptation of Trees to Abiotic Stress Caused by Climate Change in Temperate and Boreal Forests. Front. For. Glob. Change 2021, 4, 742392. [Google Scholar] [CrossRef] [Scilit]
- Zhu, J.K. Abiotic stress signaling and responses in plants. Cell 2016, 167, 313–324. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ma, X.; Zhang, Q.; Ou, Y.; Wang, L.; Gao, Y.; Lucas, G.R.; de Dios, V.R.; Yao, Y. Transcriptome and low-affinity sodium transport analysis reveals salt tolerance variations between two poplar trees. Int. J. Mol. Sci. 2023, 24, 5732. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wang, S.; Shen, Y.; Guo, L.; Tan, L.; Ye, X.; Yang, Y.; Zhao, X.; Nie, Y.; Deng, D.; Liu, S.; et al. Innovation and Emerging Roles of Populus trichocarpa Teosinte Branchedi/Cycloidea/Proliferating Cell Factor Transcription Factors in Abiotic Stresses by Whole-Genome Duplication. Front. Plant Sci. 2022, 13, 850064. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Jiang, N.; Liao, S.; Wang, R.; Yao, W.; Wang, Y.; Qu, G.; Jiang, T. Functional analysis of PdbERF109 gene regulation of salt tolerance in P. davidiana × P. bolleana. Plants 2025, 14, 2800. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, S.; Hawighorst, P.; Sun, J.; Polle, A. Salt Tolerance in Populus: Significance of Stress Signaling Networks, Mycorrhization, and Soil Amendments for Cellular and Whole-Plant Nutrition. Environ. Exp. Bot. 2014, 107, 113–124. [Google Scholar] [CrossRef] [Scilit]
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. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.