Chuping Wu , Jiejie Jiao , Miao Chen , YaoWen Xu , Bo Jiang , Liangjin Yao
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In middle-aged stands, soil total carbon, nitrogen, potassium, and organic matter displayed a \"V\"-shaped response to increasing gap size, while in mature stands, these indicators increased linearly. Although microbial α-diversity remained stable, β-diversity and community structure were significantly shaped by both gap size and stand age (Analysis of similarities, ANOSIM, R = 0.425, <em>p</em> = 0.019). Linear discriminant analysis effect size (LEfSe) identified gap-specific microbial biomarkers (e.g., <em>Limosilactobacillus reuteri</em> in large gaps of mature stands; <em>Bacteroides caecimuris</em> in small gaps). Microbial networks in mature stands were more complex, with keystone taxa such as <em>Prevotellamassilia</em> potentially driving nutrient cycling. Functional prediction revealed enrichment in pyrimidine metabolism and ABC transporter pathways (e.g., ko00240, ko02010), while CAZy analysis emphasized glycoside hydrolases and glycosyltransferases in carbohydrate metabolism. Metabolomic profiling uncovered gap-sensitive metabolites (e.g., flavonoids, amino acid derivatives) and enriched pathways including flavonoid and lysine biosynthesis (<em>p</em> < 0.01). Correlation analysis linked <em>Prevotella</em> spp. positively with epicatechin/catechin and negatively with miltirone, indicating gap-driven \"soil–microbe–metabolite\" interactions through environmental filtering. These findings demonstrate that gap size regulates belowground ecological processes by modulating soil conditions, microbial networks, and metabolic functions, offering mechanistic insight into close-to-nature management of <em>C. lanceolata</em> plantations.</div></div>","PeriodicalId":12350,"journal":{"name":"Forest Ecology and Management","volume":"596 ","pages":"Article 123104"},"PeriodicalIF":3.7000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Gap size modulates soil-microbe-metabolite interactions across stand development stages in Cunninghamia lanceolata\",\"authors\":\"Chuping Wu , Jiejie Jiao , Miao Chen , YaoWen Xu , Bo Jiang , Liangjin Yao\",\"doi\":\"10.1016/j.foreco.2025.123104\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>With the advancement of molecular techniques, understanding soil–microbe interactions within forest gaps has become a frontier in forest ecology. In this study, Light Detection and Ranging (LiDAR) and Unmanned Aerial Vehicle (UAV) photogrammetry were combined to precisely quantify gap sizes in <em>Cunninghamia lanceolata</em> plantations of different developmental stages in subtropical China. We systematically examined how gap size affects soil physicochemical properties and microbial communities in middle-aged and mature stands, highlighting the pivotal role of stand development in mediating gap effects. In middle-aged stands, soil total carbon, nitrogen, potassium, and organic matter displayed a \\\"V\\\"-shaped response to increasing gap size, while in mature stands, these indicators increased linearly. Although microbial α-diversity remained stable, β-diversity and community structure were significantly shaped by both gap size and stand age (Analysis of similarities, ANOSIM, R = 0.425, <em>p</em> = 0.019). Linear discriminant analysis effect size (LEfSe) identified gap-specific microbial biomarkers (e.g., <em>Limosilactobacillus reuteri</em> in large gaps of mature stands; <em>Bacteroides caecimuris</em> in small gaps). Microbial networks in mature stands were more complex, with keystone taxa such as <em>Prevotellamassilia</em> potentially driving nutrient cycling. Functional prediction revealed enrichment in pyrimidine metabolism and ABC transporter pathways (e.g., ko00240, ko02010), while CAZy analysis emphasized glycoside hydrolases and glycosyltransferases in carbohydrate metabolism. Metabolomic profiling uncovered gap-sensitive metabolites (e.g., flavonoids, amino acid derivatives) and enriched pathways including flavonoid and lysine biosynthesis (<em>p</em> < 0.01). Correlation analysis linked <em>Prevotella</em> spp. positively with epicatechin/catechin and negatively with miltirone, indicating gap-driven \\\"soil–microbe–metabolite\\\" interactions through environmental filtering. 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引用次数: 0
摘要
随着分子技术的进步,了解森林林隙中土壤与微生物的相互作用已成为森林生态学研究的前沿。采用激光雷达(LiDAR)和无人机(UAV)摄影测量相结合的方法,对亚热带杉木人工林不同发育阶段的林隙大小进行了精确量化。我们系统地研究了林隙大小对中成熟林分土壤理化性质和微生物群落的影响,强调了林分发育在调节林隙效应中的关键作用。中年林分土壤全碳、全氮、全钾和全有机质随林隙大小的增加呈“V”型变化,成熟林分土壤全碳、全氮、全钾和全有机质随林隙大小的增加呈线性变化。虽然微生物α-多样性保持稳定,但β-多样性和群落结构均受到林分大小和林龄的显著影响(相似性分析,ANOSIM, R = 0.425, p = 0.019)。线性判别分析效应大小(LEfSe)确定了间隙特异性微生物生物标志物(例如,成熟林分大间隙中的罗伊氏乳杆菌;小间隙中的caecimuris拟杆菌)。成熟林分的微生物网络更为复杂,关键类群如普雷沃氏菌可能驱动养分循环。功能预测显示嘧啶代谢和ABC转运途径富集(例如ko00240, ko02010),而CAZy分析强调糖苷水解酶和糖基转移酶在碳水化合物代谢中的作用。代谢组学分析揭示了对间隙敏感的代谢物(如类黄酮、氨基酸衍生物)和丰富的途径,包括类黄酮和赖氨酸生物合成(p <; 0.01)。相关分析显示,普雷沃氏菌与表儿茶素/儿茶素呈正相关,与米替龙呈负相关,表明间隙驱动的“土壤-微生物-代谢物”通过环境过滤相互作用。这些研究结果表明,林隙大小通过调节土壤条件、微生物网络和代谢功能来调节地下生态过程,为杉木人工林的近自然管理提供了机制见解。
Gap size modulates soil-microbe-metabolite interactions across stand development stages in Cunninghamia lanceolata
With the advancement of molecular techniques, understanding soil–microbe interactions within forest gaps has become a frontier in forest ecology. In this study, Light Detection and Ranging (LiDAR) and Unmanned Aerial Vehicle (UAV) photogrammetry were combined to precisely quantify gap sizes in Cunninghamia lanceolata plantations of different developmental stages in subtropical China. We systematically examined how gap size affects soil physicochemical properties and microbial communities in middle-aged and mature stands, highlighting the pivotal role of stand development in mediating gap effects. In middle-aged stands, soil total carbon, nitrogen, potassium, and organic matter displayed a "V"-shaped response to increasing gap size, while in mature stands, these indicators increased linearly. Although microbial α-diversity remained stable, β-diversity and community structure were significantly shaped by both gap size and stand age (Analysis of similarities, ANOSIM, R = 0.425, p = 0.019). Linear discriminant analysis effect size (LEfSe) identified gap-specific microbial biomarkers (e.g., Limosilactobacillus reuteri in large gaps of mature stands; Bacteroides caecimuris in small gaps). Microbial networks in mature stands were more complex, with keystone taxa such as Prevotellamassilia potentially driving nutrient cycling. Functional prediction revealed enrichment in pyrimidine metabolism and ABC transporter pathways (e.g., ko00240, ko02010), while CAZy analysis emphasized glycoside hydrolases and glycosyltransferases in carbohydrate metabolism. Metabolomic profiling uncovered gap-sensitive metabolites (e.g., flavonoids, amino acid derivatives) and enriched pathways including flavonoid and lysine biosynthesis (p < 0.01). Correlation analysis linked Prevotella spp. positively with epicatechin/catechin and negatively with miltirone, indicating gap-driven "soil–microbe–metabolite" interactions through environmental filtering. These findings demonstrate that gap size regulates belowground ecological processes by modulating soil conditions, microbial networks, and metabolic functions, offering mechanistic insight into close-to-nature management of C. lanceolata plantations.
期刊介绍:
Forest Ecology and Management publishes scientific articles linking forest ecology with forest management, focusing on the application of biological, ecological and social knowledge to the management and conservation of plantations and natural forests. The scope of the journal includes all forest ecosystems of the world.
A peer-review process ensures the quality and international interest of the manuscripts accepted for publication. The journal encourages communication between scientists in disparate fields who share a common interest in ecology and forest management, bridging the gap between research workers and forest managers.
We encourage submission of papers that will have the strongest interest and value to the Journal''s international readership. Some key features of papers with strong interest include:
1. Clear connections between the ecology and management of forests;
2. Novel ideas or approaches to important challenges in forest ecology and management;
3. Studies that address a population of interest beyond the scale of single research sites, Three key points in the design of forest experiments, Forest Ecology and Management 255 (2008) 2022-2023);
4. Review Articles on timely, important topics. Authors are welcome to contact one of the editors to discuss the suitability of a potential review manuscript.
The Journal encourages proposals for special issues examining important areas of forest ecology and management. Potential guest editors should contact any of the Editors to begin discussions about topics, potential papers, and other details.