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Characterization of the sexual reproductive process in the perennial tree Robinia pseudoacacia. 多年生乔木刺槐有性生殖过程的表征。
IF 4.8
Forestry research Pub Date : 2026-09-08 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0027
Hong Lin, Xiao-Jing Wang, Kuan Sun, Chun-Lin Yan, Kai-Xun Guan, Ting Feng, Jie Yang, Keming Luo, Changzheng Xu, Jiang-Guo Meng
{"title":"Characterization of the sexual reproductive process in the perennial tree <i>Robinia pseudoacacia</i>.","authors":"Hong Lin, Xiao-Jing Wang, Kuan Sun, Chun-Lin Yan, Kai-Xun Guan, Ting Feng, Jie Yang, Keming Luo, Changzheng Xu, Jiang-Guo Meng","doi":"10.48130/forres-0026-0027","DOIUrl":"https://doi.org/10.48130/forres-0026-0027","url":null,"abstract":"<p><p>Sexual reproduction in perennial plants, especially woody species, remains poorly understood, and most studies have focused on annuals such as <i>Arabidopsis thaliana</i>. This gap hinders understanding of perennial reproductive processes and limits tree breeding. Here we characterized the sexual reproductive process of <i>Robinia pseudoacacia</i>, a perennial leguminous tree, and established standardized methods for studying its reproduction. We optimized cytological assays for pollen viability, <i>in vitro</i> germination, and pollen tube dynamics, achieving over 90% pollen viability and germination efficiency within 8 h. <i>R. pseudoacacia</i> pollen exhibited reproductive thermotolerance and maintained over 20% germination at 37 °C, a temperature lethal to <i>A. thaliana</i> pollen. This thermotolerance was associated with maintenance of stable plasma membrane integrity and an organized F-actin cytoskeleton. <i>R. pseudoacacia</i> pollen also germinated on <i>A. thaliana</i> stigmas, penetrated the styles, and targeted 3.6% of <i>A. thaliana</i> ovules, although post-zygotic incompatibility prevented seed formation. The ANX-RALF signaling module is conserved in <i>R. pseudoacacia</i>, and antisense oligodeoxynucleotide-mediated suppression of <i>RpANX2</i> disrupted pollen tube growth. Moreover, aberrant pollen tube guidance was linked to its low seed set. These findings provide a systematic characterization of sexual reproduction in a perennial tree and establish methodological foundations for reproductive studies in woody perennials, with implications for tree breeding.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e027"},"PeriodicalIF":4.8,"publicationDate":"2026-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13662927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149198721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Fraxinus mandshurica genome reveals a dual adaptive strategy linking rapidly evolving immune receptors and structural fortification. 水曲柳基因组揭示了一种连接快速进化的免疫受体和结构强化的双重适应策略。
IF 4.8
Forestry research Pub Date : 2026-08-31 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0026
Jialin Yan, Shuai Yang, Qiang Feng, Liming He, Ying Xin, Fenghui Qi, Yaguang Zhan, Fansuo Zeng
{"title":"The <i>Fraxinus mandshurica</i> genome reveals a dual adaptive strategy linking rapidly evolving immune receptors and structural fortification.","authors":"Jialin Yan, Shuai Yang, Qiang Feng, Liming He, Ying Xin, Fenghui Qi, Yaguang Zhan, Fansuo Zeng","doi":"10.48130/forres-0026-0026","DOIUrl":"https://doi.org/10.48130/forres-0026-0026","url":null,"abstract":"<p><p><i>Fraxinus mandshurica</i> exhibits high tolerance to ash dieback and superior wood mechanical properties, yet the genomic basis of these dual traits remains incompletely understood. Here, we present a chromosome-scale genome assembly of the elite clone 'M8' and integrate comparative genomics with temporal transcriptomics to investigate its adaptive architecture. We show that recent tandem and proximal duplications have contributed to the diversification and candidate positive selection of the NLR immune repertoire. Transcriptomic profiling reveals a stage-associated deployment pattern, in which expressed NLR genes are enriched during the Transition Stage, consistent with reinforced immune surveillance during rapid xylem expansion. As development progresses, the Latewood Stage shifts toward phenylpropanoid metabolism, lignification-related programs, and structural reinforcement. We identify and experimentally validate a latewood-recruited <i>FmNAC104-FmPRX1</i> candidate regulatory module, in which FmNAC104 binds to and activates the <i>FmPRX1</i> promoter and promotes endogenous <i>FmPRX1</i> expression. Formal NAC/PRX gene family analysis further supports an enlarged NAC/PRX repertoire relative to <i>P. trichocarpa</i> and clarifies the orthogroup status of the <i>FmNAC104-FmPRX1</i> module among related ash species. Collectively, our findings support a 'fortified defense' working model in which <i>F. mandshurica</i> temporally coordinates immune-receptor diversification with latewood-associated structural reinforcement. This study provides a genomic resource and candidate targets for breeding programs aimed at improving wood quality and disease resilience in <i>Fraxinus</i>.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e026"},"PeriodicalIF":4.8,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13662928/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149198697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular regulatory mechanisms of Populus deltoides under combined high temperature and short-photoperiod stress associated with DNA methylation. 高温短光周期联合胁迫下三角杨dna甲基化相关的分子调控机制
IF 4.8
Forestry research Pub Date : 2026-07-31 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0025
Zheng-Sai Yuan, Wei-Xi Zhang, Xiao-Hua Su, Zheng-Hong Li, Jing Zhang, Lu-Lan Miao, Hang Wei, Zi-Hao Wang, Yan-Guang Chu, Chang-Jun Ding
{"title":"Molecular regulatory mechanisms of <i>Populus deltoides</i> under combined high temperature and short-photoperiod stress associated with DNA methylation.","authors":"Zheng-Sai Yuan, Wei-Xi Zhang, Xiao-Hua Su, Zheng-Hong Li, Jing Zhang, Lu-Lan Miao, Hang Wei, Zi-Hao Wang, Yan-Guang Chu, Chang-Jun Ding","doi":"10.48130/forres-0026-0025","DOIUrl":"10.48130/forres-0026-0025","url":null,"abstract":"<p><p><i>Populus deltoides</i> is a key species for industrial timber and ecological construction in temperate regions, where increasingly frequent and persistent heat waves pose serious challenges to its survival. However, the epigenetic mechanisms by which DNA methylation regulates environmental responses remain poorly understood. Here, whole-genome bisulfite sequencing and RNA-seq were performed on five <i>P. deltoides</i> genotypes grown in temperate and tropical regions. Results revealed that CG/CHG methylation stability is closely correlated with environmental sensitivity. Significant CG/CHG methylation variations may occur specifically in sensitive genotypes with large provenance-environment differences, thereby threatening the survival of <i>P. deltoides</i> by inhibiting the expression of key genes involved in life processes. CHH methylation variation may act as a potential epigenetic regulator of environmental adaptation. Promoter CHH-hypermethylation appears to represent a general response of <i>P. deltoides</i> under high-temperature and short-photoperiod (HS) stress, potentially regulating the expression of 56 genes to activate Ca<sup>2+</sup> influx and heat shock proteins, repressing auxin, cytokinin, and cell cycle pathways, thereby initiating stress-protective responses. <i>PdeCNGC13</i>, <i>PdeARF6</i>, <i>PdeLOG3,</i> and <i>PdeHSP15.7</i> were identified as potential regulatory genes of HS adaptation that are associated with DNA methylation. The mechanism of <i>PdeLOG3</i> may involve HS-induced CHH-hypermethylation at its <i>PdeLOG3</i> promoter, which may be associated with suppressed expression, reduced dihydrozeatin levels, and growth. This effect was partially reversed by 5-Azacytidine administration, accompanying increased cytokinin synthesis, enhanced antioxidant capacity, and coinciding with alleviation of HS stress. Our work preliminarily reveals the molecular mechanisms underlying DNA methylation-associated environmental adaptation in poplar, providing potential genetic targets for breeding climate-resilient trees.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e025"},"PeriodicalIF":4.8,"publicationDate":"2026-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447283/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Divergence in isoprenoid emissions among subtropical broadleaf trees: linking photosynthesis, leaf economics, and volatile defense for forest management. 亚热带阔叶树类异戊二烯排放的差异:光合作用、叶片经济学和森林管理的挥发性防御
IF 4.8
Forestry research Pub Date : 2026-07-29 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0023
Yimiao Mao, Hang Yao, Yali Yuan, Chao Yu, Meiling Wang, Fei Ding, Guomo Zhou, Zhihong Sun
{"title":"Divergence in isoprenoid emissions among subtropical broadleaf trees: linking photosynthesis, leaf economics, and volatile defense for forest management.","authors":"Yimiao Mao, Hang Yao, Yali Yuan, Chao Yu, Meiling Wang, Fei Ding, Guomo Zhou, Zhihong Sun","doi":"10.48130/forres-0026-0023","DOIUrl":"10.48130/forres-0026-0023","url":null,"abstract":"<p><p>Biogenic volatile organic compound (BVOC) emissions are pivotal in plant-environment interactions, yet their intrinsic linkages with photosynthesis and leaf economics across diverse tree species remain poorly integrated. This study investigated seven subtropical broadleaf species spanning distinct lineages to unravel how BVOC chemotypes (isoprene- vs. monoterpene-dominance) align with photosynthetic energy use and leaf structural traits. Using controlled measurements on excised branches to isolate physiological relationships, we combined TD-GC-MS, gas-exchange, and leaf trait analyses. The results revealed strong divergence in BVOC chemotypes that was broadly coherent with species phylogeny and ecological strategy. Isoprene-dominant (ISO) species exhibited higher photosynthetic rates (<i>A</i>), greater electron transport capacity (<i>J</i> <sub>max</sub>), and elevated <i>J</i> <sub>max</sub>/<i>V</i> <sub>cmax</sub> ratios, consistent with the hypothesis that isoprene synthesis functions as a photosynthetic overflow mechanism for energy dissipation. In contrast, monoterpene-dominant (MTS) species displayed higher specific leaf weight (SLW) and relied on stored and induced emissions, reflecting a conservative, defense-oriented strategy. BVOC profiles were strongly correlated with SLW and photosynthetic capacity, highlighting a coordinated 'structure-function-volatile' adaptive syndrome. These findings suggest that BVOC emissions may be embedded within leaf economic strategies and photosynthetic networks, providing a basis to help refine next-generation BVOC models by integrating leaf structural traits (e.g., SLW) and photosynthetic electron transport capacity (<i>J</i> <sub>max</sub>) into model parameterization.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e024"},"PeriodicalIF":4.8,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447279/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil pathogens shift root strategies from acquisition to defense under shaded understorey conditions in Pinus koraiensis seedlings. 遮荫林下红松幼苗土壤病原菌将根系策略从获取转变为防御。
IF 4.8
Forestry research Pub Date : 2026-07-22 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0024
Lulu Xie, Xiaohan Li, Xiulong Zhang, Jinguo Wang, Dapao Yu, Qing-Wei Wang
{"title":"Soil pathogens shift root strategies from acquisition to defense under shaded understorey conditions in <i>Pinus koraiensis</i> seedlings.","authors":"Lulu Xie, Xiaohan Li, Xiulong Zhang, Jinguo Wang, Dapao Yu, Qing-Wei Wang","doi":"10.48130/forres-0026-0024","DOIUrl":"10.48130/forres-0026-0024","url":null,"abstract":"<p><p>Broadleaved Korean pine forest, a typical zonal vegetation type in Northeastern China, is important in maintaining regional ecological security. However, the regeneration of Korean pine (<i>Pinus koraiensis</i>) seedlings remains a major constraint in the primary forests. Although declining light availability and increasing soil pathogens are recognized as critical factors affecting seedling survival and growth, their interactive effects and underlying mechanisms remain unclear. In this study, we conducted a controlled experiment with three light levels (200, 400, and 600 μmol·m<sup>-2</sup>·s<sup>-1</sup>) and four soil pathogen concentrations (0, 1 × 10<sup>4</sup>, 1 × 10<sup>6</sup>, and 1 × 10<sup>8</sup> CFU/mL) to examine seedling survival, growth, physiology, and above- and belowground functional traits. Low light significantly reduced survival, relative growth rate, photosynthesis, and biomass of <i>P. koraiensis</i> seedlings, while the presence of high pathogen concentrations exacerbated these impacts, notably driving mortality rates up by 95%. Leaf traits were only regulated by light, with shaded conditions increasing specific leaf area and nitrogen (N) concentration, but decreasing total phenolics and carbon/nitrogen ratio. In contrast, root traits were jointly influenced by light and soil pathogens. Under low light, seedlings exhibited an acquisitive strategy characterized by higher specific root length and N concentration, along with reduced root diameter and defense investment. However, increasing pathogen concentration reversed this pattern, suppressing resource acquisition traits while enhancing root diameter and defensive compounds (total phenolics and tannins). These results indicate that light determines the baseline resource context, while soil pathogens impose additional constraints that shift root strategies from resource acquisition to defense. Such interactive regulation modulates seedling establishment, with critical implications for improving forest regeneration and ecosystem stability.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e023"},"PeriodicalIF":4.8,"publicationDate":"2026-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447282/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
24-nt-phasiRNA associated CHG/CHH DNA methylation contributes to growth heterosis of Populus deltoides. 24- nphasirna相关CHG/CHH DNA甲基化与三角杨生长杂种优势有关。
IF 4.8
Forestry research Pub Date : 2026-06-24 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0021
Jing Zhang, Weixi Zhang, Changjun Ding, Qi Liu, Zhengsai Yuan, Lulan Miao, Yanguang Chu, Xiaohua Su
{"title":"24-nt-phasiRNA associated CHG/CHH DNA methylation contributes to growth heterosis of <i>Populus deltoides</i>.","authors":"Jing Zhang, Weixi Zhang, Changjun Ding, Qi Liu, Zhengsai Yuan, Lulan Miao, Yanguang Chu, Xiaohua Su","doi":"10.48130/forres-0026-0021","DOIUrl":"10.48130/forres-0026-0021","url":null,"abstract":"<p><p>24-nt siRNA-directed DNA methylation is crucial for heterosis in herbaceous plants, but its regulatory function, particularly 24-nt phasiRNA (phased small RNA)-mediated DNA methylation, remains unexplored. This study analyzed whole-genome DNA methylation and small RNA expression between high-growth (H2) and low-growth (L3) <i>Populus deltoides</i> hybrids and their parents, investigating how 24-nt phasiRNA-associated DNA methylation contributes to heterosis. Methylation levels in hybrids and parents ranged from 11.30% to 12.30%, with 22.27% to 23.34% of methylation sites being hybrid-specific. Differentially methylated regions (DMRs) between hybrids and parents mainly originated from similarly methylated regions in parents. Hypo-DMRs were more prevalent in H2, which was the opposite in L3. In the promoter region, expression of differentially methylated genes was correlated with DMR methylation levels between hybrids and parents, albeit exhibiting opposite trends in H2 and L3. Approximately 9% of 24-nt phasiRNAs in hybrids showed additive, dominant, or over-dominant inheritance, with H2 showing paternal bias and L3 maternal bias. 24-nt phasiRNAs were positively correlated with promoter CHG/CHH-DMR methylation levels and negatively correlated with non-additive gene expression, which may facilitate heterosis formation. Gene expression associated with 24-nt phasiRNAs-linked DNA methylation in hybrids was distinctly different, with H2 mainly showing high 24-nt phasiRNA expression, hyper-DMRs, and decreased gene expression, while L3 mainly showed low 24-nt phasiRNA expression, hypo-DMRs, and increased gene expression. We identified 13 candidate 24-nt phasiRNAs and seven key genes, specifically involved in nitrogen response (<i>NLP2/NLP8-like</i>) and photosynthesis (<i>PsbP</i>), which may play an important role in heterosis. This study provides the first evidence of 24-nt phasiRNA-associated DNA methylation in tree heterosis, offering novel insights into epigenetic modifications.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e022"},"PeriodicalIF":4.8,"publicationDate":"2026-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447280/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Structural innovation under environmental pressure: the evolutionary origins and regulatory mechanisms of thorns. 环境压力下的结构创新:荆棘的进化起源与调控机制。
IF 4.8
Forestry research Pub Date : 2026-06-18 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0020
Zhe Li, Changhui Tian, Dinghai Zhou, Zhiwen Shi, Lingyan Tan, Yongqing Guo, Yanli Hu, Jihua Mao, Xitong Fei
{"title":"Structural innovation under environmental pressure: the evolutionary origins and regulatory mechanisms of thorns.","authors":"Zhe Li, Changhui Tian, Dinghai Zhou, Zhiwen Shi, Lingyan Tan, Yongqing Guo, Yanli Hu, Jihua Mao, Xitong Fei","doi":"10.48130/forres-0026-0020","DOIUrl":"10.48130/forres-0026-0020","url":null,"abstract":"<p><p>Plant thorns represent a prominent evolutionary innovation formed through millions of years of natural selection. However, thorn structures greatly restrict the cultivation and management of many economically important crops, making the breeding of thornless varieties a key objective in modern agricultural breeding. Although different plant species possess apparently similar sharp appendages, these structures originate from different plant organs or tissues. Thorns are not merely mechanical defense structures but are the result of evolutionary adaptations by plants to cope with herbivore pressure and abiotic stresses over evolutionary time. Thorn morphogenesis integrates multiple pathways involved in developmental regulation, defense signaling, and environmental perception, reflecting the resource allocation trade-offs between growth investment and defense efficiency in plants. This review provides a comprehensive synthesis of the developmental origins, anatomical diversity, and ecological defense functions of plant thorns. By integrating paleobotanical evidence, this review traces the evolutionary emergence of thorns during the Paleogene and Neogene periods and reveals the adaptive associations between thorn diversification and the radiation of large herbivorous mammals. At the molecular level, this review focuses on recent advances in developmental genetics, with an emphasis on the regulatory networks underlying thorns' development, as well as the regulatory roles and crosstalk mechanisms of phytohormone signaling pathways involved in defense, including jasmonic acid and gibberellin, in thorns' development. Through a multidisciplinary perspective, this review provides a synthesis of current knowledge on the origin, diversification, and environmental adaptive significance of thorns, providing new insights into the developmental plasticity of plant defense structures.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e021"},"PeriodicalIF":4.8,"publicationDate":"2026-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447285/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tree size and relative height interactions enhance generalized additive models for Chinese fir stem taper prediction. 树高和相对高度的相互作用增强了杉木树干锥度预测的广义加性模型。
IF 4.8
Forestry research Pub Date : 2026-06-17 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0022
Wanrong Chen, Yanjuan Lyu, Xiangrong Wu, Yuhan Wang, Zongming He, Shuaichao Sun
{"title":"Tree size and relative height interactions enhance generalized additive models for Chinese fir stem taper prediction.","authors":"Wanrong Chen, Yanjuan Lyu, Xiangrong Wu, Yuhan Wang, Zongming He, Shuaichao Sun","doi":"10.48130/forres-0026-0022","DOIUrl":"10.48130/forres-0026-0022","url":null,"abstract":"<p><p>Tree stem taper varies dynamically with tree size due to biomechanical constraints governing stability, yet capturing this size-dependent shape plasticity remains a challenge in forest biometrics. Traditional variable-exponent models impose rigid functional forms, while emerging machine learning approaches often obscure these biological relationships within black-box structures. Furthermore, previous applications of generalized additive models (GAMs) have predominantly focused on additive effects, overlooking the critical interactions between tree size and relative position along the stem. To address this gap, we investigated whether explicitly modeling the nonlinear interactions between tree size and relative height could resolve systematic biases in taper prediction. Using a dataset of 516 felled Chinese fir (<i>Cunninghamia lanceolata</i>) trees, we constructed GAMs incorporating tensor product interaction smooths and benchmarked them against the widely used parametric models and two machine learning algorithms. We found that GAMs relying solely on main effects failed to outperform the parametric benchmark. However, introducing explicit interaction terms, specifically between diameter at breast height and relative height, substantially reduced the root mean square error by 52.3% compared to the additive GAM and surpassed both the established Kozak-II benchmark and the optimized machine learning models in validation accuracy. Variable importance analysis confirmed that these interactions act as critical modifiers that drive the model improvement by accurately capturing the ontogenetic drift in stem form, such as the pronounced basal flare in larger trees. These findings demonstrate that interaction-inclusive GAMs serve as a powerful tool to bridge the trade-off between algorithmic flexibility and parametric interpretability, offering a biologically grounded approach for precision forest inventory.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e020"},"PeriodicalIF":4.8,"publicationDate":"2026-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13447277/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148690723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Telomere-to-telomere assemblies of chromosome 10 reveal complex adaptive variation of 3-ketoacyl-CoA-synthases in Populus trichocarpa likely driven by Helitrons. 10号染色体端粒-端粒组装揭示了3-酮酰基辅酶a合成酶的复杂适应性变异,可能是由Helitrons驱动的。
IF 4.8
Forestry research Pub Date : 2026-06-08 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0019
David Kainer, Stanton Martin, Daniel Hopp, Sophie Mosher, Timothy J Tschaplinski, P Doug Hyatt, Madhavi Z Martin, Jared M LeBoldus, Kelsey L Søndreli, Posy E Busby, Mengjun Shu, Kerrie Barry, Jeremy Schmutz, Anna Furches, Nan Zhao, Daniel A Jacobson, Jin-Gui Chen, Mirko Pavicic, Priya Ranjan, Wellington Muchero, Gerald A Tuskan, Michael R Garvin
{"title":"Telomere-to-telomere assemblies of chromosome 10 reveal complex adaptive variation of 3-ketoacyl-CoA-synthases in <i>Populus trichocarpa</i> likely driven by Helitrons.","authors":"David Kainer, Stanton Martin, Daniel Hopp, Sophie Mosher, Timothy J Tschaplinski, P Doug Hyatt, Madhavi Z Martin, Jared M LeBoldus, Kelsey L Søndreli, Posy E Busby, Mengjun Shu, Kerrie Barry, Jeremy Schmutz, Anna Furches, Nan Zhao, Daniel A Jacobson, Jin-Gui Chen, Mirko Pavicic, Priya Ranjan, Wellington Muchero, Gerald A Tuskan, Michael R Garvin","doi":"10.48130/forres-0026-0019","DOIUrl":"10.48130/forres-0026-0019","url":null,"abstract":"<p><p>The model woody plant <i>Populus trichocarpa</i> displays an atypical alkene-diverse wax cuticle likely driven by copy number variation (CNV) of <i>3-ketoacyl-CoA synthases</i> (<i>KCS</i>), which has been difficult to confirm with short-read assemblies. Long-read sequencing enables the development of telomere-to-telomere resources to detect cryptic variation, including CNVs, which are currently missed. Integrating this information can improve genomic prediction for breeding and provide insights into the evolutionary basis of important traits. Our analysis of 78 long-read haplotypes from chromosome 10 identified more than twice as many <i>KCS</i> genes as previously reported, and numerous intragenic non-synonymous substitutions. Random Forest predictive models highlighted the importance of <i>Potri.010G079500</i> in producing very long chain alkenes; however, its absence did not predict previously reported alkene-deficient phenotypes. Instead, alkene levels are best predicted by the combinations of <i>KCS</i> copies. Additionally, amino acid substitutions clustered around ligand and donor binding pockets, suggesting they contribute to differing wax cuticle composition. Finally, each <i>KCS</i> gene and copy was linked to a Helitron transposon. A phylogenetic analysis suggests Helitrons are the evolutionary mechanism for generating <i>KCS</i> tandem arrays. Long-read generated telomere-to-telomere assemblies of <i>P. trichocarpa</i> chromosome 10 revealed large-effect loci critical to genetic studies that are unattainable from short-reads. This new resource produced novel insights into genome structure and function, and a novel mechanism for generating tandem gene duplication. Our results highlight that, given current challenges in annotation and assembly, detailed and focused long-read sequences are key to interpreting complex genomic regions that contain tandem copy number variants.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e019"},"PeriodicalIF":4.8,"publicationDate":"2026-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13253262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148255375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hydraulic limitation drives differential crown dieback in Populus alba varieties. 水力限制驱动白杨品种差异树冠枯死。
IF 4.8
Forestry research Pub Date : 2026-05-15 eCollection Date: 2026-01-01 DOI: 10.48130/forres-0026-0017
Shu-Dian Liu, Dong-Dong Luo, Geng-Yun Zhao, Yue-Xia Yu, Jun-Tuan Zhai, He Wang, Zhi-Chao Xia, Li-Dong Fang
{"title":"Hydraulic limitation drives differential crown dieback in <i>Populus alba</i> varieties.","authors":"Shu-Dian Liu, Dong-Dong Luo, Geng-Yun Zhao, Yue-Xia Yu, Jun-Tuan Zhai, He Wang, Zhi-Chao Xia, Li-Dong Fang","doi":"10.48130/forres-0026-0017","DOIUrl":"10.48130/forres-0026-0017","url":null,"abstract":"<p><p>The widespread decline and mortality of the Three-North Shelter Forest under climate change is threatening the sustainability of arid and semi-arid ecosystems. As the dominant tree genus in these shelterbelt forests, poplars (<i>Populus</i> spp.) display clear varietal differences in decline patterns, yet the underlying physiological mechanisms remain poorly understood. To address this question, we compared two poplar varieties, <i>Populus alba</i> var. <i>bachofenii</i> (<i>P.b</i>) and <i>Populus alba</i> var. <i>pyramidalis</i> (<i>P.p</i>), using branch samples from upper and lower canopy positions. The results showed that although hydraulic conductivities (<i>K</i> <sub><i>s</i></sub> and <i>K</i> <sub><i>l</i></sub> ) did not differ significantly between varieties, <i>P.b</i> consistently exhibited lower percent loss of conductivity (PLC), particularly in the upper canopy branches. In contrast, <i>P.p</i> experienced more negative midday water potentials (<i>Ψ</i> <sub>md</sub>) in the upper crown, indicating greater water deficit. Within <i>P.p</i>, declining individuals (<i>P.p-D</i>) displayed higher PLC, whereas hydraulic conductivity, predawn water potential (<i>Ψ</i> <sub>pd</sub>), and non-structural carbohydrates (NSC) concentrations were similar to those of healthy trees, indicating that dieback was associated primarily with increased hydraulic vulnerability, rather than reduced transport capacity or carbon depletion. Tree-ring analyses further revealed stable growth in <i>P.b</i>, whereas <i>P.p</i> was more drought-sensitive and showed greater interannual variability. Trees with higher PLC exhibited greater growth sensitivity and reduced radial growth rates, supporting the hydraulic limitation hypothesis. Overall, this study clarifies the physiological mechanisms underlying the contrasting decline patterns among poplar varieties in water-limited regions, and provides guidance for optimizing species selection and management strategies in arid shelterbelts.</p>","PeriodicalId":520285,"journal":{"name":"Forestry research","volume":"6 ","pages":"e017"},"PeriodicalIF":4.8,"publicationDate":"2026-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13250726/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148230391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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