生物多样性, 2023, 31(8): 23146 doi: 10.17520/biods.2023146

研究报告:微生物多样性

热带山地雨林木本豆科和樟科植物叶内生细菌群落: 物种与功能群多样性及驱动因子

吴春玲1, 罗竹慧1, 李意德2, 许涵2, 陈德祥2, 丁琼,1,*

1.海南大学海南省农林环境过程与生态调控重点实验室, 海口 570228

2.中国林业科学研究院热带林业研究所海南尖峰岭森林生态系统国家野外科学观测研究站, 广州 510520

Foliar endophytic bacterial communities of woody Fabaceae and Lauraceae plants in tropical mountain rainforests: Understanding species and functional diversity and their driving factors

Chunling Wu1, Zhuhui Luo1, Yide Li2, Han Xu2, Dexiang Chen2, Qiong Ding,1,*

1. Key Laboratory of Agro-Forestry Environmental Processes and Ecological Regulation of Hainan Province, Hainan University, Haikou 570228

2. Hainan Jianfengling Forest Ecosystem National Field Science Observation Research Station of Tropical Forest Research Institute, Chinese Academy of Forestry, Guangzhou 510520

通讯作者: *E-mail:dingqiong@hainu.edu.cn

编委: 东秀珠

责任编辑: 李会丽

收稿日期: 2023-05-8   接受日期: 2023-06-30  

基金资助: 国家自然科学地区基金(31960237)

Corresponding authors: *E-mail:dingqiong@hainu.edu.cn

Received: 2023-05-8   Accepted: 2023-06-30  

摘要

揭示热带木本豆科与樟科植物的叶内生细菌群落的物种与代谢功能群组成差异及其驱动因子有助于理解热带森林的植物适应性和生物多样性维持机制。本研究采用Illumina Miseq测序平台检测海南尖峰岭热带山地雨林中豆科与樟科植物叶内生细菌, 并采用FAPROTAX微生物地球化学循环代谢功能数据库注解内生细菌功能。从豆科植物的长脐红豆(Ormosia balansae)、软荚红豆(O. semicastrata)与樟科植物的厚壳桂(Cryptocarya chinensis)、硬壳桂(C. chingii)共4种植物检测到叶内生细菌可操作分类单元(operational taxonomic units, OTUs)达1,123个, 隶属于21门36纲51目92科160属, 其中有600个OTUs被鉴定为变形菌门, 72个OTUs为酸杆菌门, 分别占总细菌序列数的57.17%和15.12%; 噬纤维菌目的薄层菌属(Hymenobacter)及根瘤菌目的甲基杆菌属(Methylobacterium)的细菌物种最丰富, 分别达37和27个OTUs。叶内生细菌物种组成在豆科与樟科植物之间存在显著差异(ANOSIM: R = 0.5792, P = 0.004)。基于群落非参数性检验的环境向量拟合分析(environmental vector fitting, Envfit)结果表明, 对叶内生细菌群落物种组成影响最大的是叶全钾含量(leaf potassium content, LKC)与比叶面积(specific leaf area, SLA)。有明确分类信息且功能已注释的叶内生细菌OTUs占总OTU数的54.63%, 涉及28类代谢功能群, 其中固氮功能群、好氧化能异养功能群、纤维素分解功能群、甲醇氧化功能群、甲烷氧化功能群、尿素分解功能群等6类功能群的相对多度在非豆科的厚壳桂属(Cryptocarya)显著高于豆科的红豆属(Ormosia)植物。非度量多维尺度分析(non-metric multidimensional scaling, NMDS)结果表明, 细菌代谢功能群主要受SLA和叶全磷含量(leaf phosphorus content, LPC)影响。尖峰岭热带山地雨林非豆科植物叶内生细菌群落中相对多度较高的碳、氮代谢功能群可能是其对低有效养分的土壤环境的适应性机制之一。

关键词: 木本豆科植物; 叶内生细菌; 细菌代谢功能群; 多样性; 热带雨林

Abstract

Aims: Revealing the differences in species and metabolic functional groups of endophytic bacterial communities between tropical woody Fabaceae and Lauraceae plants, as well as their driving factors, contributes to understanding the adaptation and biodiversity maintenance mechanisms of tropical forests.
Method: In this study, Illumina Miseq sequencing platform was used to detect endophytic bacteria in Fabaceae and Lauraceae plants in the tropical mountain rainforest of Jianfengling in Hainan, and the FAPROTAX microbial geochemical cycle metabolic functional database was used to annotate the endophytic bacterial function.
Results: A total of 1,123 operational taxonomic units (OTUs) of endophytic bacteria belonging to 21 phyla, 36 classes, 51 orders, 92 families, and 160 genera were detected from four plant species, including two species (Ormosia semicastrata, O. balansae) of Fabaceae and two species (Cryptocarya chinensis, C. chingii) of Lauraceae. Among them, 600 OTUs were Proteobacteria, accounting for 57.17% of the total bacterial sequences, and 72 OTUs were Acidobacteria, accounting for 15.12%. The bacterial species of the Hymenobacter of Cytophagales, and Methylobacterium of Rhizobiales were the most abundant, with 37 and 27 OTUs, respectively. There were significant differences in endophytic bacterial species composition between Fabaceae and Lauraceae plants (ANOSIM: R = 0.5792, P = 0.004). The results of the environmental vector fitting analysis based on community non-parametric tests showed that the leaf potassium content and specific leaf area had the greatest impact on the species composition of endophytic bacterial communities. Endophytic bacteria with clear classification information, accounting for 54.63% total number of bacterial OTUs, were annotated to 28 metabolic functional groups. Of these functional groups, nitrogen fixation, aerobic chemoheterotrophy, cellulose degradation, methanol oxidation, methane oxidation, and urea degradation showed significantly higher relative abundance in non-legume Cryptocarya plants than in legume Ormosia plants. The results of non-metric multidimensional scaling analysis showed that bacterial metabolic functional groups were mainly influenced by specific leaf area and leaf phosphorus content.
Conclusion: The higher relative abundance of carbon and nitrogen metabolism functional groups in endophytic bacterial communities of non-legume plants in the Jianfengling tropical mountain rainforest may be one of their adaptive mechanisms to low effective nutrient soil environments.

Keywords: woody legume; foliar endophytic bacteria; functional bacterial community; diversity; tropical rainforest

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本文引用格式

吴春玲, 罗竹慧, 李意德, 许涵, 陈德祥, 丁琼 (2023) 热带山地雨林木本豆科和樟科植物叶内生细菌群落: 物种与功能群多样性及驱动因子. 生物多样性, 31, 23146. doi:10.17520/biods.2023146.

Chunling Wu, Zhuhui Luo, Yide Li, Han Xu, Dexiang Chen, Qiong Ding (2023) Foliar endophytic bacterial communities of woody Fabaceae and Lauraceae plants in tropical mountain rainforests: Understanding species and functional diversity and their driving factors. Biodiversity Science, 31, 23146. doi:10.17520/biods.2023146.

植物体内普遍含有内生细菌(endophytic bacteria), 它们能活化土壤养分、固氮、产植物激素, 以及增强植物抗病性, 进而促进植物的生长, 提高植物的逆境适应性(Kandasamy & Kathirvel, 2023)。热带地区有机质分解快, 土壤酸化, 氮、磷、钾养分易淋失, 有效养分偏低(Sun et al, 2020; Cunha et al, 2022)。木本豆科植物是热带森林中较为丰富且重要的植物类群(Sprent et al, 2017), 其根部的核心内生细菌群主要是根瘤菌, 它们固定大气中的氮气(N2)能为植物提供可直接利用的氨气(NH3) (Dudeja et al, 2012), 每年每公顷的固氮高达20-60 kg (Houlton et al, 2008; Dudeja et al, 2012), 这一高氮输入还进一步影响植物的碳累积(Batterman et al, 2013)。此外, 热带豆科植物还能通过改变土壤的pH值和碳氮比(C∶N), 调节根部微生物群落物种组成, 进而促进土壤中关键的矿质养分释放, 最终满足次级演替中快速生物量积累对营养贫瘠热带土壤中无机营养素的高需求(Batterman et al, 2013; Epihov et al, 2021)。有研究表明, 距离固氮树种的远近会影响非固氮树种根际微生物群落的组成和土壤代谢过程(Luo et al, 2016)。根瘤菌会影响豆科植物叶的矿质元素含量(Bērtiņš et al, 2021), 这势必会影响叶内生细菌群落物种的组成及功能。植物的叶际是内生细菌生活的主要场所之一(Kembel et al, 2014), 叶内生细菌通过分泌抑菌物质, 限制病原体在叶内生长, 从而提高植物抗病性(Hong et al, 2015); 叶际微生物组中固氮细菌极普遍, 热带森林叶际的生物固氮量远超过根际土壤(Zhu et al, 2023)。从非豆科植物的叶片可分离到与根部相同的具有固氮功能的内生细菌, 如根瘤菌目、鞘脂单胞菌目等, 这类细菌能为宿主植物提供氮素营养(Abadi et al, 2021; Holland-Moritz et al, 2021)。然而, 豆科植物与非豆科植物内生细菌群落在结构与功能上差异的研究主要集中在根部, 对叶鲜有报道。

热带山地雨林是海南岛当前保存最完整、面积最大的热带森林, 具有面积广、物种多样性高、层次结构复杂等特点, 是我国热带地区具有国家和国际意义的生物多样性保护的代表性植被类型(方精云等, 2004; 许涵等, 2015)。在海南岛尖峰岭的热带山地雨林中, 豆科植物与非豆科植物对邻体植物的生物量、物种多样性、存活率等影响有明显差异(Xu et al, 2020); 豆科树种如软荚红豆(Ormosia semicastrata)、木荚红豆(O. xylocarpa)、薄叶猴耳环(Archidendron utile)在个体大小、种群数量、固氮能力方面具有差异, 对邻体树木的生长表现出不同的效应(邓方立等, 2022)。本研究从海南尖峰岭热带山地雨林采集非豆科的优势植物樟科厚壳桂属(Cryptocarya), 以及豆科的红豆属(Ormosia)植物的叶片, 利用Illumina Miseq高通量测序平台检测两类植物叶内生细菌物种组成, 并用基于物种分类信息的FAPROTAX微生物地球化学循环代谢功能数据库解析细菌功能, 以回答如下问题: (1)尖峰岭热带山地雨林豆科和樟科叶内生细菌的多样性; (2)不同功能群的叶内生细菌在豆科和樟科植物上的差异; (3)叶性状对叶内生细菌群落构建的影响。通过比较豆科与樟科植物叶内生细菌群落功能差异及其构建驱动因子, 以期更深入地理解热带森林的植物适应性和生物多样性维持机制。

1 材料与方法

1.1 研究地点概况

尖峰岭位于海南省西南部, 地处乐东县与东方市交界处(108°47°‒109°02′ E, 18°38′‒18°52′ N), 总面积约为640 ha, 森林覆盖率98%, 境内的热带雨林是我国现有面积较大、保存较完整的原始森林之一。本地区属热带岛屿季风气候, 干湿季分明, 日照充沛, 雨季主要集中在5-10月, 其余月份则为旱季, 从沿海至林区腹地的最高海拔(尖峰岭顶峰, 1,412.5 m)约15 km的水平距离内, 年平均降水量从1,300 mm增加至3,500 mm, 年平均气温24.5℃, 最冷月平均气温19.4℃, 最热月平均气温27.3℃ (许涵等, 2015)。尖峰岭的植被随海拔由低到高, 依次为热带稀树草原、热带半落叶季雨林、热带常绿性季雨林、热带山地雨林、山顶苔藓矮林等5种植被类型。其中热带山地雨林集中在海拔700-1,300 m, 地形复杂, 物种组成丰富, 大多数种群的生态位宽度较小。土壤为砖黄壤-黄壤, 土壤各物理性质空间异质性明显(时雷雷等, 2012)。

1.2 样品采集

样品采集地点位于中国林业科学研究院尖峰岭森林生物多样性动态监测大样地内。大样地总面积为60 ha, 海拔为866-1,016 m, 共记录植物约为320种48.5万株, 植株密度达8,083株/ha。先将大样地靠北边1,000 m × 300 m的区域划分为15个200 m × 100 m的网格, 从中随机挑取5个网格, 在网格近中部设1个40 m × 40 m的样方进行采样。据大样地历年每木调查数据, 在所选样方中, 樟科植物以厚壳桂属中的厚壳桂(Cryptocarya chinensis)与硬壳桂(C. chingii)为主, 豆科植物以红豆属中的长脐红豆(O. balansae)与软荚红豆为主。采集厚壳桂与软荚红豆各4株, 硬壳桂与长脐红豆各采集3株。在每个样方中找到目标树种, 用加长高枝剪从树冠上剪取3个枝条, 摘取成熟、健康的叶片分别装于3个塑料封口袋中, 并及时转运至实验室‒20℃保存, 供后续DNA提取。

1.3 16S rRNA基因测序及细菌鉴定

从每袋叶中取出48片, 在酒精灯前用打孔器(直径3 mm)在每张叶片上避开叶脉打1个孔, 取出所有的小圆叶片后, 均匀分成3份放入2 mL圆底离心管, 在此过程中所用到的工具使用前均需灭菌。为了将附在叶片表面的灰尘、附生微生物去除, 先向离心管内加入400 µL ddH2O∶Tween 20 (1∶1,000), 混匀后置于200 r/min振荡器中摇晃15 min, 使用移液枪将溶液吸净; 再加400 µL 75%乙醇浸泡并摇晃5 min, 将溶液吸净后再加800 µL无菌水洗涤5次, 每次置于涡旋振荡器上震荡30 s, 并使用移液枪将溶液吸净。后续参考(黄彩微等, 2017)的方法提取叶片总DNA (包含植物和微生物)。

将每株树提取到的9份DNA混合为1个样品, 委托上海生工生物工程有限公司在Illumina Miseq测序平台下使用引物341F (5′-CCTACGGGNGG CWGCAG-3′)和引物805R (5′-GACTACHVGGGT ATCTAATCC-3′)对叶内生细菌16S rRNA基因的V3-V4区进行测序(Sinclair et al, 2015)。首先将得到的原始序列去除引物接头, 使用PEAR将成对reads拼接成1条序列, 然后根据barcode序列和引物序列分割出各样本数据, 并校正序列方向。使用PRINSEQ对各样本序列进行剪切过滤得到优化reads序列。所有样本去冗余序列合并后去除没有重复的单序列, 按照97%相似性对非重复序列进行可操作分类单元(operational taxonomic units, OTU)聚类, 在聚类过程中去除嵌合体, 得到OTU代表序列后, 生成OTU多度表格。最后使用Ribosomal Database Project (RDP)数据库比对OTU代表序列, 得到每个OTU对应的物种分类信息, 分别在各个分类水平: 域、门、纲、目、科、属上统计各样本叶内生细菌组成。将有明确分类信息的OTUs置于FAPROTAX微生物代谢功能群数据库中检索, 以划分代谢功能群(Louca et al, 2016)。

1.4 植物叶性状测量

从采集的14株植物里挑选出每植株成熟、健康、完整的叶片共48片, 将叶片分成3等份后分别测定6个叶形态结构性状指标: (1)叶面积(leaf area, LA): 将新鲜叶擦净平展后利用叶面积仪(LI-COR3000C Area Meter, LI-COR, USA)进行测量; (2)鲜重(fresh weight, FW): 洗净擦干后的叶用电子天平称其鲜重; (3)干重(dry weight, DW): 将称好鲜重的叶装入信封并做好标记后在65℃环境下烘72 h, 待样品恒重后称量干重, 以便后续使用计算其他指标包括: (4)比叶面积(specific leaf area, SLA)、(5)叶干物质含量(leaf dry matter content, LDMC)、(6)叶含水量(leaf water content, LWC)。叶化学计量性状指标分别使用以下方法进行测定: 采用凯氏定氮蒸馏测定叶全氮(leaf nitrogen content, LNC); 钼锑抗比色法测定叶全磷(leaf phosphorus content, LPC); 火焰光度法测定叶全钾(leaf potassium content, LKC); 测定叶全钙(leaf calcium content, LCaC)含量时先用硝酸-高氯酸对样品进行消煮, 然后采用原子吸收仪测定其含量(鲍士旦, 2000; 鲁如坤, 2000)。

1.5 数据分析

构建细菌-植物矩阵, 计算叶内生细菌群落物种和细菌功能群在不同植物上的丰富度及相对多度, 进一步采用主坐标分析(principal coordinate analysis, PCoA)以及相似性分析(analysis of similarities, ANOSIM)检验樟科与豆科植物叶内生细菌群落物种组成是否有差异。用Kruskal-Wallis检验叶内生细菌代谢功能群在宿主植物间是否有显著差异。将细菌-植物矩阵的数据经Hellinger转换后, 进一步用非度量多维尺度(non-metric multidimen- sional scaling, NMDS)结合环境向量拟合分析(environmental vector fitting, Envfit)探究宿主植物性状对叶内生细菌群落结构及细菌代谢功能群的影响。所有数据分析在R 4.1.2中进行, 使用的软件包有vegan (v2.6.2)、ggplot2 (v3.3.6)、microeco (v0.15.0)。

2 结果

2.1 豆科与樟科植物叶内生细菌多样性

从海南尖峰岭热带山地雨林大样地的樟科与豆科共14株植物的叶组织检测到758,918条序列, 每植株的reads数介于34,293-88,140之间, 豆科植物平均reads数为49,782 ± 5,146, 樟科植物为58,634 ± 6,912 (附录1)。物种累积曲线表明, 在该测序深度下, 豆科与樟科植物增加OTUs数的趋势随着reads数的增加而逐渐平缓(附录2)。按最低reads值(34,293)将每植株reads数稀释后, 每植物的OTUs数介于202-630, 在相同测序深度下, 樟科植物的OTUs数要高于豆科植物(附录3)。经16S数据库比对后有20,953条序列被鉴定为细菌序列, 被划分为1,123个OTUs, 涉及21门36纲51目92科160属。reads数超过1%的细菌类群为变形菌门(57.17%), 共包含600个OTUs, 其在厚壳桂、硬壳桂、长脐红豆和软荚红豆中的reads数分别达73.45%、53.77%、40.49%和47.87%; 其次为酸杆菌门(15.12%), 共包含72个OTUs, 其在厚壳桂、硬壳桂、长脐红豆和软荚红豆中分别达5.37%、23.12%、4.61%和4.60%。疣微菌门(5.85%)、放线菌门(3.24%)和拟杆菌门(2.12%)在樟科植物所占的比列高于豆科植物, 而浮霉菌门(4.62%)呈现的规律与之相反, 即在豆科植物所占比例较高。此外, 绿弯菌门序列数在长脐红豆植物占比最高为3.92%, 在其余植物占比则较低(0.08%-0.33%); 厚壁菌门序列数在软荚红豆中所占的比例较高(2.28%), 而在非豆科植物中所占比例较低(0.06%-0.72%) (图1A)。樟科植物的叶内生细菌物种数(206-548种)与Shannon-Wiener多样性指数(4.40-5.27)均高于豆科植物(80-210种, 2.82-4.49) (图1B, C)。

图1

图1   4种豆科与樟科植物叶内生细菌多样性比较。A: 各门内生细菌物种数(左柱)与序列数百分比(右柱); B: 叶内生细菌物种数; C: Shannon-Wiener指数)。

Fig. 1   A comparison of foliar endophytic bacteria diversity among the 4 species of Fabaceae and Lauraceae. A, Percent species richness (left column) and sequence reads (right column) at phylum level; B, Species richness; C, Shannon-Wiener’s index.


基于Bray-Curtis距离的PCoA研究结果发现, 豆科植物与樟科植物明显形成独自的聚类, PcoA 1和PcoA 2分别解释了叶内生细菌群落总变异的26.5%和18.5%。通过ANOSIM检验, 结果表明豆科与樟科植物叶内生细菌群落的物种组成存在显著差异(R = 0.5792, P = 0.004) (图2)。

图2

图2   4种豆科与樟科植物叶内生细菌群落物种组成的PCoA分析及ANOSIM检验

Fig. 2   Principal coordinate analysis (PCoA) and analysis of similarity (ANOSIM) of foliar endophytic bacterial community of four Fabaceae and Lauraceae plants


2.2 豆科与樟科植物叶内生细菌功能群落多样性

将叶内生细菌物种分类信息与FAPROTAX数据库进行比对, 成功将占总reads数54.63%的489个OTUs进行功能注释, 共涉及6类元素循环(主要为碳元素与氮元素循环)以及2类细菌特征(寄生菌和病原菌), 具体包含28种功能。其中共有388个OTUs仅有1种功能, 36个OTUs具有2种功能, 65个OTUs具两种以上功能。278个OTUs具有好氧化能异养(aerobic chemoheterotrophy)功能, 其序列占比总有效序列的23.79%; 76个OTUs (23.30%)具有固氮(nitrogen fixation)功能; 以噬纤维菌目为主的50个OTUs具有纤维素分解功能(cellulolysis), 占总有效序列1.12%; 39个OTUs共占有效序列4.85%可以分解尿素(ureolysis); 33个OTUs (4.68%)具甲醇氧化(methanol oxidation)功能以及32个OTUs (4.62%)具甲烷氧化(methanotrophy)功能。通过检验结果表明以上6类功能的叶内生细菌群落在豆科与樟科间有显著差异。其中具有甲烷氧化功能的细菌群落在两个宿主植物科间差异最大(χ2 = 7.5, P = 0.006), 在樟科植物中相对多度为5.2%, 在豆科植物中相对多度为2.2%; 其次为具尿素分解功能的细菌群(χ2 = 7.5, P = 0.006); 具固氮功能的细菌群落(Kruskal-Wallis: χ2 = 4.4, P = 0.035), 在樟科和豆科植物所占比例分别为26%、15.44%。具有好氧化能异养功能的细菌群落在樟科和豆科之间具有显著差异(χ2 = 3.9, P = 0.047), 且均为樟科与豆科植物主要的叶内生细菌功能群(图3, 附录4)。樟科植物与豆科植物各具25种和26种细菌功能群, 其中锰氧化(manganese oxidation)功能的细菌仅在樟科植物出现, 好氧氨氧化(aerobic ammonia oxidation)和厌氧氨氧化(anammox)细菌功能群仅在豆科植物中检测到。

图3

图3   樟科与豆科植物叶内生细菌功能群组成的热图(A)及主要功能的相对多度(B)

Fig. 3   Heatmap of functional group profiles (A) and key functional groups (B) of foliar endophytic bacteria in the Lauraceae and Fabaceae plant species


2.3 豆科与樟科植物叶内生细菌群落物种组成及细菌功能群的影响因子

基于Bray-Curtis距离对樟科和豆科植物叶内生细菌群落进行NMDS分析, 结果表明NMDS能够较好地展示叶内生细菌群落的差异性(stress = 0.079)。通过Envfit将宿主植物叶性状拟合到NMDS分析中, 发现在10个宿主植物叶性状中只有叶全钾含量(LKC)和比叶面积(SLA)对叶内生细菌群落物种组成有影响, 其与细菌群落物种组成的相关系数分别为0.4135 (P = 0.047)、0.5272 (P = 0.023) (图4A, 附录4)。在植物与细菌功能群分析结果中比叶面积和叶全磷含量(LPC)均是影响樟科与豆科功能细菌群落的重要因子, 其相关系数分别为0.5998 (P = 0.007)、0.4168 (P = 0.047) (图4B, 附录4)。

图4

图4   宿主植物叶性状与叶内生细菌群落物种(A)及功能群(B)组成的相关性。SLA: 比叶面积; FW: 鲜重; DW: 干重; LDMC: 叶干物质含量; LWC: 叶含水量; LA: 叶面积; LKC: 叶全钾含量; LNC: 叶全氮含量; LPC: 叶全磷含量; LCaC: 叶全钙含量。

Fig. 4   Correlation between host plant leaf traits and foliar endophytic bacterial community species (A) and functional group (B) compositions. SLA, Specific leaf area; FW, Fresh weight; DW, Dry weight; LDMC, Leaf dry matter content; LWC, Leaf water content; LA, Leaf area; LKC, Leaf potassium content; LNC, Leaf nitrogen content; LPC, Leaf phosphorus content; LCaC, Leaf calcium content.


3 讨论

3.1 热带山地雨林豆科与樟科植物叶内生细菌群落多样性与影响因子

从尖峰岭热带山地雨林的豆科与樟科共4种植物检测到叶内生细菌OTUs达1,123个, 涉及21门36纲51目92科160属, 主要包括变形菌门、酸杆菌门、疣微菌门、浮霉菌门、放线菌门、厚壁菌门和拟杆菌门, 均为广泛分布的热带地区植物内生细菌(Barman & Dkhar, 2019)。其中酸杆菌门、疣微菌门与浮霉菌门也是尖峰岭热带山地雨林土壤细菌群落中的优势类群(唐欣等, 2019), 此类细菌在其他地区的植物叶内生细菌群落中虽有报道但多度极低(Trivedi et al, 2020); 马来西亚热带雨林叶际与土壤的细菌群落也表现出相同的规律(Kim et al, 2012)。土壤细菌可能会通过植物根系进入到植物体内, 在植物蒸腾的拉力驱动下, 定居到植物各组织内部(Xu et al, 2022)。尖峰岭热带山地雨林中的豆科植物与樟科植物的叶内生细菌群落物种组成有显著差异, 说明宿主植物的身份是叶内生细菌群落构建的驱动因子之一, 类似效应在其他研究中已有报道, 如在圭亚那热带低地雨林的叶内生细菌群落物种组成10%的变异量能被宿主身份解释(Donald et al, 2020), 美国俄克拉荷马州北部的高草草原保护区的不同植物种的优势叶内生细菌群具有宿主植物特异性(Ding et al, 2016)。叶内生细菌群落的构建还会受叶性状(如叶总氮、水分、干物质含量等)影响(Kembel et al, 2014; Wei et al, 2022)。而影响尖峰岭热带山地雨林叶内生细菌群落构建的叶性状为叶全钾含量与比叶面积, 二者与植物的光合速率密切相关(Cornelissen et al, 2003)。

3.2 豆科与樟科植物叶内生细菌功能群落多样性差异及影响因子

FAPROTAX微生物代谢功能数据库基于已发表验证的可培养细菌文献进行构建, 目前主要对环境样本微生物的生物地球化学循环过程进行代谢功能注释预测(Louca et al, 2016)。在樟科与豆科植物叶内生细菌中共有489个OTUs细菌可分配到至少一个代谢功能组, 共涉及28类的功能, 6类代谢功能群在豆科叶内生细菌群落中的相对多度显著高于非豆科宿主植物, 如固氮功能群的细菌在樟科的占比显著高于豆科植物。尖峰岭热带山地雨林中的固氮菌由根瘤菌目、伯克霍尔德氏菌目和红环菌目构成, 其中根瘤菌目和伯克霍尔德氏菌目这两类细菌是叶际内生微生物组中报道较多的固氮菌(Zhu et al, 2023)。固氮细菌在叶际微生物组中较普遍, 其产生的生物固氮是陆地生态系统的主要氮输入之一(Zhu et al, 2023), 如亚马逊热带雨林和哥斯达黎加热带低地雨林叶际平均每年的生物固氮能力超过300 g/ha (Fürnkranz et al, 2008; Moreira et al, 2021)。叶际固氮菌群落和固氮活动同样受生物因素如宿主植物身份和非生物因素如气候、土壤养分等影响 (Zhu et al, 2023)。豆科植物的叶氮含量普遍高于非豆科植物(Nurbolat et al, 2022), 而氮含量高可能会抑制固氮菌的定殖(Li et al, 2023)。因此我们推测在尖峰岭热带山地雨林中豆科植物通过根瘤菌固氮来满足氮素需求, 而缺少根瘤共生体的樟科植物通过有固氮功能的叶内细菌来适应热带山地雨林的低氮土壤环境。

类似的, 甲烷氧化细菌在樟科与豆科植物中的分布也有较大差异。甲烷营养型细菌将甲烷和氧化物质结合起来, 在细胞内进行催化反应, 最终实现将甲烷氧化成更易溶解和稳定的化合物如氮化物或硫酸盐供植物或其他微生物进行生长代谢, 并释放出能量供自身使用(Yoneyama et al, 2019)。该功能的细菌在许多非豆科植物如水稻、甘蔗等植物组织中有分布, 甚至有些物种如甲基弯菌(Methylosinus sp.)同时具有固氮作用(Bao et al, 2014), 且其分布也会受氮含量的影响(Ikeda et al, 2014)。

此外, 好氧化能异养型的细菌较为常见, 以有机物质作为碳源和能源, 通过有氧呼吸获得能量(Rivett & Bell, 2018)。这类细菌在本研究达278个OTUs, 为樟科和豆科植物叶内生细菌群落的主要功能群。在水生藻类生长周期间内该功能也占主要地位(Jung et al, 2021)。除此之外, 厚壳桂属和红豆属植物都定居着具纤维素分解功能的细菌, 主要为噬纤维菌目的细菌, 该类细菌利用纤维素中的葡萄糖分子作为碳源和能源, 通过分泌纤维素酶来降解纤维素。这种功能在许多生态系统中非常重要, 因为它可以将植物中的碳转化为可供其他生物利用的形式。

非参数检验中的环境因子拟合结果表明, 植物的比叶面积与叶全磷含量能影响叶内生细菌功能群的组成。碳与氮元素循环是本研究中细菌代谢功能群中主要涉及的两大元素循环。碳元素循环主要与叶全钾含量和比叶面积相关, 而氮元素循环主要与叶面积相关。通常, 比叶面积大的叶倾向于更大的光合速率, 而较低的比叶面积值意味着资源优先投入叶抵御外界压力和增加叶的寿命(Cornelissen et al, 2003)。因此在比叶面积不同的植物叶累积的有机质含量不同, 会限制内生细菌可利用资源从而影响定殖。此外, 细菌功能群在豆科与樟科植物的差异可能与细菌可利用资源的差异有关, 如叶中碳化合物的可利用性, 挥发性有机化合物(如甲醇)的产生速度以及抗菌化合物的数量等(Westoby et al, 2002)。涉及碳、氮代谢的6类代谢功能群的叶内生细菌在樟科植物中的相对多度普遍高于豆科植物, 可能是尖峰岭热带山地雨林非豆科植物对低有效养分的土壤环境的适应性机制之一。

附录 Supplementary Material

附录1 豆科植物与樟科植物采样情况与叶内生细菌多样性指数

Appendix 1 Sampling of Fabaceae and Lauraceae and diversity index of endophytic bacteria in leaves

附录2 豆科(A)与樟科(B)基于采样植株数的叶内生细菌的物种累积曲线

Appendix 2 Species accumulation curves of foliar endophytic bacteria in Fabaceae (A) and Lauraceae (B) based on the number of sampled tree individuals

附录3 基于标准化reads数的单株(A)和单种(B)植物的叶内生细菌OTUs稀释曲线

Appendix 3 Rarefaction curves of bacterial OTUs based on normalized number of sequence reads by tree individuals (A) and by tree species (B)

附录4 宿主植物叶性状与叶内生细菌群落物种组成及细菌功能群的相关性

Appendix 4 Correlation of host plant leaf traits on foliar endophytic bacterial species and functional group compositions

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There is growing recognition that classifying terrestrial plant species on the basis of their function (into 'functional types') rather than their higher taxonomic identity, is a promising way forward for tackling important ecological questions at the scale of ecosystems, landscapes or biomes. These questions include those on vegetation responses to and vegetation effects on, environmental changes (e.g. changes in climate, atmospheric chemistry, land use or other disturbances). There is also growing consensus about a shortlist of plant traits that should underlie such functional plant classifications, because they have strong predictive power of important ecosystem responses to environmental change and/or they themselves have strong impacts on ecosystem processes. The most favoured traits are those that are also relatively easy and inexpensive to measure for large numbers of plant species. Large international research efforts, promoted by the IGBP–GCTE Programme, are underway to screen predominant plant species in various ecosystems and biomes worldwide for such traits. This paper provides an international methodological protocol aimed at standardising this research effort, based on consensus among a broad group of scientists in this field. It features a practical handbook with step-by-step recipes, with relatively brief information about the ecological context, for 28 functional traits recognised as critical for tackling large-scale ecological questions.

Cunha HFV, Andersen KM, Lugli LF, Santana FD, Aleixo IF, Moraes AM, Garcia S, Di Ponzio R, Mendoza EO, Brum B, Rosa JS, Cordeiro AL, Portela BTT, Ribeiro G, Coelho SD, de Souza ST, Silva LS, Antonieto F, Pires M, Salomão AC, Miron AC, de Assis RL, Domingues TF, Aragão LEOC, Meir P, Camargo JL, Manzi AO, Nagy L, Mercado LM, Hartley IP, Quesada CA (2022)

Direct evidence for phosphorus limitation on Amazon forest productivity

Nature, 608, 558-562.

DOI:10.1038/s41586-022-05085-2      [本文引用: 1]

Deng FL, Xu H, Chen J, Lin MX, Li YD (2022)

Effects of leguminous trees on neighboring tree species in the tropical mountainous rainforest of Jianfengling

Forest Research, 35(3), 1-8. (in Chinese with English abstract)

[本文引用: 1]

[ 邓方立, 许涵, 陈洁, 林明献, 李意德 (2022)

尖峰岭热带山地雨林豆科树木对邻体树种的影响

林业科学研究, 35(3), 1-8.]

[本文引用: 1]

Ding T, Ulrich M, Lorenzo B (2016)

Influences of plant species, season and location on leaf endophytic bacterial communities of non-cultivated plants

PLoS ONE, 11, e0150895.

[本文引用: 1]

Donald J, Roy M, Suescun U, Iribar A, Manzi S, Péllissier L, Gaucher P, Chave J, Singh B (2020)

A test of community assembly rules using foliar endophytes from a tropical forest canopy

Journal of Ecology, 108, 1605-1616.

DOI:10.1111/jec.v108.4      URL     [本文引用: 1]

Dudeja SS, Giri R, Saini R, Suneja-Madan P, Kothe E (2012)

Interaction of endophytic microbes with legumes

Journal of Basic Microbiology, 52, 248-260.

DOI:10.1002/jobm.201100063      PMID:21953403      [本文引用: 2]

Large numbers of bacterial and fungal endophytes have been reported from different plant tissues: roots, nodules, leaves, flowers and sprouts of legumes, with numbers ranging from few to more than 150. Endophytes can accelerate seedling emergence, promote plant establishment under adverse conditions and enhance plant growth. Endophytic microbes promote plant growth by helping plants in acquiring nutrients, e.g. via nitrogen fixation, phosphate solubilization or iron chelation, by preventing pathogen infections via antifungal or antibacterial agents, by outcompeting pathogens for nutrients by siderophore production, or by establishing the plant's systemic resistance. Further growth promotion is affected by producing phytohormones such as auxin or cytokinin, or by producing the enzyme 1-aminocyclopropane-1-carboxylate (ACC) deaminase, which lowers plant ethylene levels. For establishment of endophytes in different tissues, endophytic microbes must be compatible with the host plants and able to colonize the tissues of the host plants without being recognized as pathogens. A particular bacterium or fungus may affect plant growth and development using one or more of these mechanisms, and they may use different mechanisms at various times. The population density of endophytes is highly variable, depending mainly on the microbial species and host genotypes, developmental stage and environmental conditions. Genotypic and cultivar specific endophytes have also been reported. The quantum benefit derived by plants from an endophyte and vice versa is still not clear. It seems that the endophytic genus or species best adapted for living inside a plant is naturally selected. Here, we concentrate on soil or rhizosphere-derived endophytes recruited out of a large pool of soil or rhizospheric microbes. Some endophytes are more aggressive colonizers and displace others, but seeming lack of strict specificity has been observed. However, the processes of host-microbe signaling and colonization and the mechanisms leading to mutual benefits are less-well characterized. It is still not clear which population of microorganisms (endophytes or rhizospheric) promotes plant growth and the way the interactions among endophytes influence plant productivity. Though attempts to know the molecular ecology and interactions are underway, a high amount of progress is required to fully understand the mechanism of establishment, the way interactions take place in planta, between different microbes and plants and exlusive benefits by endophytes and plants.Copyright © 2012 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Epihov DZ, Saltonstall K, Batterman SA, Hedin LO, Hall JS, van Breugel M, Leake JR, Beerling DJ (2021)

Legume-microbiome interactions unlock mineral nutrients in regrowing tropical forests

Proceedings of the National Academy of Sciences, USA, 118, e2022241118.

[本文引用: 1]

Fang JY, Li YD, Zhu B, Liu GH, Zhou GY (2004)

Community structure, species diversity, and position in the global rainforest of Jianfengling mountainous rainforest on Hainan Island in China

Biodiversity Science, 12, 29-43. (in Chinese with English abstract)

DOI:10.17520/biods.2004005      URL     [本文引用: 1]

[ 方精云, 李意德, 朱彪, 刘国华, 周光益 (2004)

海南岛尖峰岭山地雨林的群落结构、物种多样性以及在世界雨林中的地位

生物多样性, 12, 29-43.]

DOI:10.17520/biods.2004005      [本文引用: 1]

位于海南岛西南部的尖峰岭是目前我国为数不多、保存得较为完好的具有热带雨林性质的森林类型。在较典型的山地雨林中,设置1 hm2的固定样地,记录到DBH≥5.0 cm的乔木171种,隶属于52科93属,总株数1099株,其中乔木种株数为1024。样地的Shannon-Wiener指数(H′)、均匀度指数(E)和Simpson指数(D)分别为4.11、0.80和0.97,但取样面积和测定个体的起始大小等取样技术对物种多样性指数有显著的影响。随着取样面积的增加,H′值逐渐增加;但超过了4000 m2以后,增加不明显。E和D值在取样面积达到2000 m2后,基本保持不变。随着测定个体起始直径的增加,物种数、科数、H′和D都呈现出明显的减少趋势,而E值增加。径级频度分布的分析表明,该山地雨林的垂直结构可以划分成4个层次,每个层次的个体大小在空间上呈均匀或随机分布。从气候学、科属组成以及与世界热带雨林物种多样性的比较等方面,讨论了尖峰岭山地雨林在世界雨林中的地位。气候学分析表明,尖峰岭山地雨林在温度带上属于亚热带/暖温带范围,但由于其丰沛的降水量,使物种多样性较为丰富,具备了雨林的特点。对科属组成的分析表明,亚热带/暖温带科属占优势,其中典型的亚热带/暖温带科——壳斗科和樟科占总重要值的34%以上,而热带科属成份较少。与世界其他地区的典型热带林相比较,尖峰岭山地雨林的物种丰富度显著偏低,但高于某些降水量少的地区的热带林。因此,我们认为尖峰岭山地雨林雨典型热带雨林有较大差别,具有由热带雨林向亚热带/暖温带雨林过渡的性质。此外,文本提出了平均种群密度(MPD)和种数-个体数关系这两种反映物种多样性测度的指标和表达式,并利用样地资料进行了分析。

Fürnkranz M, Wanek W, Richter A, Abell G, Rasche F, Sessitsch A (2008)

Nitrogen fixation by phyllosphere bacteria associated with higher plants and their colonizing epiphytes of a tropical lowland rainforest of Costa Rica

The ISME Journal, 2, 561-570.

DOI:10.1038/ismej.2008.14      [本文引用: 1]

Holland-Moritz H, Stuart JEM, Lewis LR, Miller SN, Mack MC, Ponciano JM, McDaniel SF, Fierer N (2021)

The bacterial communities of Alaskan mosses and their contributions to N-fixation

Microbiome, 9, 53.

DOI:10.1186/s40168-021-01001-4      PMID:33622403      [本文引用: 1]

Mosses in high-latitude ecosystems harbor diverse bacterial taxa, including N-fixers which are key contributors to nitrogen dynamics in these systems. Yet the relative importance of moss host species, and environmental factors, in structuring these microbial communities and their N-fixing potential remains unclear. We studied 26 boreal and tundra moss species across 24 sites in Alaska, USA, from 61 to 69° N. We used cultivation-independent approaches to characterize the variation in moss-associated bacterial communities as a function of host species identity and site characteristics. We also measured N-fixation rates via N isotopic enrichment and identified potential N-fixing bacteria using available literature and genomic information.Host species identity and host evolutionary history were both highly predictive of moss microbiome composition, highlighting strong phylogenetic coherence in these microbial communities. Although less important, light availability and temperature also influenced composition of the moss microbiome. Finally, we identified putative N-fixing bacteria specific to some moss hosts, including potential N-fixing bacteria outside well-studied cyanobacterial clades.The strong effect of host identity on moss-associated bacterial communities demonstrates mosses' utility for understanding plant-microbe interactions in non-leguminous systems. Our work also highlights the likely importance of novel bacterial taxa to N-fixation in high-latitude ecosystems. Video Abstract.

Hong CE, Jo SH, Moon JY, Lee JS, Kwon SY, Park JM (2015)

Isolation of novel leaf-inhabiting endophytic bacteria in Arabidopsis thaliana and their antagonistic effects on phytophathogens

Plant Biotechnology Reports, 9, 451-458.

DOI:10.1007/s11816-015-0372-5      URL     [本文引用: 1]

Houlton BZ, Wang YP, Vitousek PM, Field CB (2008)

A unifying framework for dinitrogen fixation in the terrestrial biosphere

Nature, 454, 327-330.

DOI:10.1038/nature07028      [本文引用: 1]

Huang CW, Liao YH, Ding Q (2017)

Two sample pooling strategies revealed different root-associated fungal diversity of Rhododendron species

Acta Microbiologica Sinica, 57, 571-518. (in Chinese with English abstract)

[本文引用: 1]

[ 黄彩微, 廖映辉, 丁琼 (2017)

两种混合样品策略对揭示杜鹃花根部真菌多样性的影响

微生物学报, 57, 571-581.]

[本文引用: 1]

Ikeda S, Sasaki K, Okubo T, Yamashita A, Terasawa K, Bao ZH, Liu DY, Watanabe T, Murase J, Asakawa S, Eda SM, Mitsui H, Sato T, Minamisawa K (2014)

Low nitrogen fertilization adapts rice root microbiome to low nutrient environment by changing biogeochemical functions

Microbes and Environments, 29, 50-59.

PMID:24463575      [本文引用: 1]

Reduced fertilizer usage is one of the objectives of field management in the pursuit of sustainable agriculture. Here, we report on shifts of bacterial communities in paddy rice ecosystems with low (LN), standard (SN), and high (HN) levels of N fertilizer application (0, 30, and 300 kg N ha(-1), respectively). The LN field had received no N fertilizer for 5 years prior to the experiment. The LN and HN plants showed a 50% decrease and a 60% increase in biomass compared with the SN plant biomass, respectively. Analyses of 16S rRNA genes suggested shifts of bacterial communities between the LN and SN root microbiomes, which were statistically confirmed by metagenome analyses. The relative abundances of Burkholderia, Bradyrhizobium and Methylosinus were significantly increased in root microbiome of the LN field relative to the SN field. Conversely, the abundance of methanogenic archaea was reduced in the LN field relative to the SN field. The functional genes for methane oxidation (pmo and mmo) and plant association (acdS and iaaMH) were significantly abundant in the LN root microbiome. Quantitative PCR of pmoA/mcrA genes and a (13)C methane experiment provided evidence of more active methane oxidation in the rice roots of the LN field. In addition, functional genes for the metabolism of N, S, Fe, and aromatic compounds were more abundant in the LN root microbiome. These results suggest that low-N-fertilizer management is an important factor in shaping the microbial community structure containing key microbes for plant associations and biogeochemical processes in paddy rice ecosystems.

Jung SW, Kang JS, Park JS, Joo HM, Suh SS, Kang D, Lee TK, Kim HJ (2021)

Dynamic bacterial community response to Akashiwo sanguinea (Dinophyceae) bloom in indoor marine microcosms

Scientific Reports, 11, 6983.

DOI:10.1038/s41598-021-86590-8      [本文引用: 1]

We investigated the dynamics of the bacterial composition and metabolic function within Akashiwo sanguinea bloom using a 100-L indoor microcosm and metagenomic next-generation sequencing. We found that the bacterial community was classified into three groups at 54% similarity. Group I was associated with “during the A. sanguinea bloom stage” and mainly consisted of Alphaproteobacteria, Flavobacteriia and Gammaproteobacteria. Meanwhile, groups II and III were associated with the “late bloom/decline stage to post-bloom stage” with decreased Flavobacteriia and Gammaproteobacteria in these stages. Upon the termination of the A. sanguinea bloom, the concentrations of inorganic nutrients (particularly PO43−, NH4+ and dissolved organic carbon) increased rapidly and then decreased. From the network analysis, we found that the A. sanguinea node is associated with certain bacteria. After the bloom, the specific increases in NH4+ and PO43− nodes are associated with other bacterial taxa. The changes in the functional groups of the bacterial community from chemoheterotrophy to nitrogen association metabolisms were consistent with the environmental impacts during and after A. sanguinea bloom. Consequently, certain bacterial communities and the environments dynamically changed during and after harmful algal blooms and a rapid turnover within the bacterial community and their function can respond to ecological interactions.

Kandasamy GD, Kathirvel P (2023)

Insights into bacterial endophytic diversity and isolation with a focus on their potential applications—A review

Microbiological Research, 266, 127256.

DOI:10.1016/j.micres.2022.127256      URL     [本文引用: 1]

Kembel SW, O’Connor TK, Arnold HK, Hubbell SP, Wright SJ, Green JL (2014) Relationships between phyllosphere bacterial communities and plant functional traits in a neotropical forest. Proceedings of the National Academy of Sciences, USA, 111, 13715-13720.

[本文引用: 2]

Kim M, Singh D, Lai-Hoe A, Go R, Rahim RA, Ainuddin AN, Chun J, Adams JM (2012)

Distinctive phyllosphere bacterial communities in tropical trees

Microbial Ecology, 63, 674-681.

DOI:10.1007/s00248-011-9953-1      PMID:21990015      [本文引用: 1]

Recent work has suggested that in temperate and subtropical trees, leaf surface bacterial communities are distinctive to each individual tree species and dominated by Alpha- and Gammaproteobacteria. In order to understand how general this pattern is, we studied the phyllosphere bacterial community on leaves of six species of tropical trees at a rainforest arboretum in Malaysia. This represents the first detailed study of 'true' tropical lowland tree phyllosphere communities. Leaf surface DNA was extracted and pyrosequenced targeting the V1-V3 region of 16S rRNA gene. As was previously found in temperate and subtropical trees, each tree species had a distinctive bacterial community on its leaves, clustering separately from other tree species in an ordination analysis. Bacterial communities in the phyllosphere were unique to plant leaves in that very few operational taxonomic units (0.5%) co-occurred in the surrounding soil environment. A novel and distinctive aspect of tropical phyllosphere communities is that Acidobacteria were one of the most abundant phyla across all samples (on average, 17%), a pattern not previously recognized. Sequences belonging to Acidobacteria were classified into subgroups 1-6 among known 24 subdivisions, and subgroup 1 (84%) was the most abundant group, followed by subgroup 3 (15%). The high abundance of Acidobacteria on leaves of tropical trees indicates that there is a strong relationship between host plants and Acidobacteria in tropical rain forest, which needs to be investigated further. The similarity of phyllosphere bacterial communities amongst the tree species sampled shows a significant tendency to follow host plant phylogeny, with more similar communities on more closely related hosts.

Li S, Wu CB, Liu H, Lyu XC, Xiao FS, Zhao SH, Ma CM, Yan C, Liu ZL, Li HY, Wang XL, Gong ZP (2023)

Systemic regulation of nodule structure and assimilated carbon distribution by nitrate in soybean

Frontiers in Plant Science, 14, 1101074.

DOI:10.3389/fpls.2023.1101074      URL     [本文引用: 1]

The nitrate regulates soybean nodulation and nitrogen fixation systemically, mainly in inhibiting nodule growth and reducing nodule nitrogenase activity, but the reason for its inhibition is still inconclusive.

Louca S, Parfrey LW, Doebeli M (2016)

Decoupling function and taxonomy in the global ocean microbiome

Science, 353, 1272-1277.

DOI:10.1126/science.aaf4507      PMID:27634532      [本文引用: 2]

Microbial metabolism powers biogeochemical cycling in Earth's ecosystems. The taxonomic composition of microbial communities varies substantially between environments, but the ecological causes of this variation remain largely unknown. We analyzed taxonomic and functional community profiles to determine the factors that shape marine bacterial and archaeal communities across the global ocean. By classifying >30,000 marine microorganisms into metabolic functional groups, we were able to disentangle functional from taxonomic community variation. We find that environmental conditions strongly influence the distribution of functional groups in marine microbial communities by shaping metabolic niches, but only weakly influence taxonomic composition within individual functional groups. Hence, functional structure and composition within functional groups constitute complementary and roughly independent "axes of variation" shaped by markedly different processes.Copyright © 2016, American Association for the Advancement of Science.

Lu RK (2000) Methods of Soil Agricultural Chemical Analysis. China Agricultural Science and Technology Press, Beijing. (in Chinese)

[本文引用: 1]

[ 鲁如坤 (2000) 土壤农业化学分析方法. 中国农业科技出版社, 北京.]

[本文引用: 1]

Luo D, Cheng RM, Shi ZM, Wang WX, Xu GX, Liu SR (2016)

Impacts of nitrogen-fixing and non-nitrogen-fixing tree species on soil respiration and microbial community composition during forest management in subtropical China

Ecological Research, 31, 683-693.

DOI:10.1007/s11284-016-1377-4      URL     [本文引用: 1]

Forest management with N‐fixing trees can improve soil fertility and tree productivity, but have little information regarding belowground carbon processes and microbial properties. We aimed to evaluate the effects of three forest management regimes, which were Erythrophleum fordii (N‐fixing tree), Pinus massoniana (non‐N‐fixing tree), and their mixed forest, on soil respiration and microbial community composition in subtropical China, using Barometric Process Separation and phospholipid fatty acid profiles, respectively. We found that the inclusions of N‐fixing species in forests significantly increased the soil respiration, but have no effects on SOC and ecosystem total C stock. In addition, soil microbial communities were obviously different among the three forest management regimes. For instance, total and bacterial PLFAs were higher in the E. fordii and mixed forest than in the P. massoniana forest. Conversely, fungal PLFAs in the P. massoniana forest were elevated versus the other two forests. Soil total N, nitrate‐N and pH were the key determinants shaping the microbial community composition. Our study suggests that variations in soil respiration in the studied forests could be primarily explained by the differences of root biomass and soil microbial biomass, but not soil organic carbon. Although soil fertility and microbial biomass were promoted, N‐fixing plantings also brought on increased CO2 emissions in laboratory assays. The future decision of tree species selection for forest management in subtropical China therefore needs to consider the potential influences of tree species on CO2 emissions.

Moreira JCF, Brum M, de Almeida LC, Barrera-Berdugo S, de Souza AA, de Camargo PB, Oliveira RS, Alves LF, Rosado BHP, Lambais MR (2021)

Asymbiotic nitrogen fixation in the phyllosphere of the Amazon forest: Changing nitrogen cycle paradigms

Science of the Total Environment, 773, 145066.

DOI:10.1016/j.scitotenv.2021.145066      URL     [本文引用: 1]

Nurbolat S, Lv GH, Jiang LM, Zhang L (2022)

Convergent variation in the leaf traits of desert plants in the Ebinur Lake basin

Frontiers in Environmental Science, 10, 927572.

DOI:10.3389/fenvs.2022.927572      URL     [本文引用: 1]

Elucidating the relationship between the variation of plant leaf functional traits and the environment is necessary for understanding the adaptation mechanism of plants and predicting changes in ecosystem structure. In this study, the leaf traits of desert plants in Ebinur Lake National Wetland Nature Reserve in Xinjiang, China were studied from the aspects of plant life forms (annuals, perennials and shrubs), phylogenetic signals, and relation to soil properties, using the principal component analysis, variance decomposition, and one-way analysis of variance. The results showed that: (1) There were significant differences in leaf carbon concentration (annuals>shrubs>perennials), leaf nitrogen concentration (shrubs ≥ perennials ≥ annuals), and leaf moisture content (perennials ≥ annuals ≥ shrubs) among the life forms, but there was no significant difference in leaf phosphorus concentration. Besides, soil nitrogen and phosphorus were significantly positively correlated with leaf carbon concentration and leaf nitrogen concentration. (2) There were significant differences in leaf carbon concentration, leaf nitrogen concentration, specific leaf area, and leaf moisture content between C3 and C4 plants, while the differences in P and leaf dry matter content were not significant. Besides, there were significant differences in leaf carbon concentration, leaf nitrogen concentration, specific leaf area, and leaf moisture content between leguminous and non-leguminous plants. Leguminous plants had higher leaf carbon concentration, leaf nitrogen concentration, and specific leaf area than non-leguminous plants, while non-leguminous plants had higher leaf moisture content than leguminous plants. (3) One way ANOVA analysis showed that taxonomy had a more significant effects on leaf carbon concentration, leaf nitrogen concentration, specific leaf area, and leaf moisture content than soil properties, and the coefficient of variation of leaf carbon concentration was greater than 50%. The phylogenetically independent contrasts analysis showed that the phylogenetic signal of all leaf traits was detected in all species and low (K value < 1, p > 0.05), indicating that the functional traits were weakly affected by phylogenetics. Therefore, desert plants in the Ebinur Lake Basin evolved to adapt to arid environments, and leaf traits showed convergent variation.

Rivett DW, Bell T (2018)

Abundance determines the functional role of bacterial phylotypes in complex communities

Nature Microbiology, 3, 767-772.

DOI:10.1038/s41564-018-0180-0      PMID:29915204      [本文引用: 1]

Bacterial communities are essential for the functioning of the Earth's ecosystems'. A key challenge is to quantify the functional roles of bacterial taxa in nature to understand how the properties of ecosystems change over time or under different environmental conditions 2. Such knowledge could be used, for example, to understand how bacteria modulate biogeochemical eyeless, and to engineer bacterial communities to optimize desirable functional processes 4. Communities of bacteria are, however, extraordinarily complex with hundreds of interacting taxa in every gram of soil and every millilitre of pond waters. Little is known about how the tangled interactions within natural bacterial communities mediate ecosystem functioning, but high levels of bacterial diversity have led to the assumption that many taxa are functionally redundant's. Here, we pinpoint the bacterial taxa associated with keystone functional roles, and show that rare and common bacteria are implicated in fundamentally different types of ecosystem functioning. By growing hundreds of bacterial communities collected from a natural aquatic environment (rainwaterfilled tree holes) under the same environmental conditions, we show that negative statistical interactions among abundant phylotypes drive variation in broad functional measures (respiration, metabolic potential, cell yield), whereas positive interactions between rare phylotypes influence narrow functional measures (the capacity of the communities to degrade specific substrates). The results alter our understanding of bacterial ecology by demonstrating that unique components of complex communities are associated with different types of ecosystem functioning.

Shi LL, Luo TS, Xu H, Lin MX, Yang H, Chen DX, Li YD (2012)

The fine scale spatial heterogeneity of soil physical properties in a primary tropical montane rainforest of Jianfengling, Hainan Island, China

Forest Research, 25, 285-293. (in Chinese with English abstract)

[本文引用: 1]

[ 时雷雷, 骆土寿, 许涵, 林明献, 杨怀, 陈德祥, 李意德 (2012)

尖峰岭热带山地雨林土壤物理性质小尺度空间异质性研究

林业科学研究, 25, 285-293.]

[本文引用: 1]

Sinclair L, Osman OA, Bertilsson S, Eiler A (2015)

Microbial community composition and diversity via 16S rRNA gene amplicons: Evaluating the Illumina platform

PLoS ONE, 10, e0116955.

[本文引用: 1]

Sprent JI, Ardley J, James EK (2017)

Biogeography of nodulated legumes and their nitrogen-fixing symbionts

New Phytologist, 215, 40-56.

DOI:10.1111/nph.14474      PMID:28211601      [本文引用: 1]

Contents 40 I. 40 II. 41 III. 44 IV. 48 V. 49 VI. 49 VII. 52 VIII. 53 53 References 53 SUMMARY: In the last decade, analyses of both molecular and morphological characters, including nodulation, have led to major changes in our understanding of legume taxonomy. In parallel there has been an explosion in the number of genera and species of rhizobia known to nodulate legumes. No attempt has been made to link these two sets of data or to consider them in a biogeographical context. This review aims to do this by relating the data to the evolution of the two partners: it highlights both longitudinal and latitudinal trends and considers these in relation to the location of major land masses over geological time. Australia is identified as being a special case and latitudes north of the equator as being pivotal in the evolution of highly specialized systems in which the differentiated rhizobia effectively become ammonia factories. However, there are still many gaps to be filled before legume nodulation is sufficiently understood to be managed for the benefit of a world in which climate change is rife.© 2017 The Authors. New Phytologist © 2017 New Phytologist Trust.

Sun F, Song CJ, Wang M, Lai DYF, Tariq A, Zeng FJ, Zhong QP, Wang FM, Li ZA, Peng CL (2020)

Long-term increase in rainfall decreases soil organic phosphorus decomposition in tropical forests

Soil Biology and Biochemistry, 151, 108056.

DOI:10.1016/j.soilbio.2020.108056      URL     [本文引用: 1]

Tang X, Liu SR, Xu H, Zhang YG (2019)

Estimation of soil microbial species in the 60-hm2 dynamic monitoring plot of tropical mountain rainforest in Jianfengling, Hainan Island

Scientia Silvae Sinicae, 55(12), 84-92. (in Chinese with English abstract)

[本文引用: 1]

[ 唐欣, 刘世荣, 许涵, 张于光 (2019)

海南尖峰岭热带山地雨林60 hm2动态监测样地土壤微生物物种估算

林业科学, 55(12), 84-92.]

[本文引用: 1]

Trivedi P, Leach JE, Tringe SG, Sa TM, Singh BK (2020)

Plant-microbiome interactions: From community assembly to plant health

Nature Reviews Microbiology, 18, 607-621.

DOI:10.1038/s41579-020-0412-1      [本文引用: 1]

Wei YQ, Lan GY, Wu ZX, Chen BQ, Quan F, Li MM, Sun SQ, Du HN (2022)

Phyllosphere fungal communities of rubber trees exhibited biogeographical patterns, but not bacteria

Environmental Microbiology, 24, 3777-3790.

DOI:10.1111/1462-2920.15894      PMID:35001480      [本文引用: 1]

Phyllosphere microbiomes play an essential role in maintaining host health and productivity. Still, the diversity patterns and the drivers for the phyllosphere microbial community of the tropical cash crop Rubber tree (Hevea brasiliensis) - are poorly understood. We sampled the phyllosphere of field-grown rubber trees in South China. We examined the phyllosphere bacterial and fungal composition, diversity and main drivers of these microbes using the Illumina® sequencing and assembly. Fungal communities were distinctly different in different climatic regions (i.e. Xishuangbanna and Hainan Island) and climatic factors, especially mean annual temperature, and they were the main driving factors of foliar fungal communities, indicating fungal communities showed a geographical pattern. Significant differences of phyllosphere bacterial communities were detected in different habitats (i.e. endophytic and epiphytic). Most of the differences in taxa composition came from Firmicutes spp., which have been assigned as nitrogen-fixing bacteria. Since these bacteria cannot penetrate the cuticle like fungi, the abundant epiphytic Firmicutes spp. may supplement the deficiency of nitrogen acquisition. And the main factor influencing endophytic bacteria were internal factors, such as total nitrogen, total phosphorus and water content of leaves. External factors (i.e. climate) were the main driving force for epiphytic bacteria community assembly. Our work provides empirical evidence that the assembly of phyllosphere bacterial and fungal differed, which creates a precedent for preventing and controlling rubber tree diseases and pests and rubber tree yield improvement.© 2022 Society for Applied Microbiology and John Wiley & Sons Ltd.

Westoby M, Falster DS, Moles AT, Vesk PA, Wright IJ (2002)

Plant ecological strategies: Some leading dimensions of variation between species

Annual Review of Ecology and Systematics, 33, 125-159.

DOI:10.1146/ecolsys.2002.33.issue-1      URL     [本文引用: 1]

Xu H, Detto M, Fang S, Chazdon RL, Li Y, Hau BCH, Fischer GA, Weiblen GD, Hogan JA, Zimmerman JK, Uriarte M, Thompson J, Lian J, Cao K, Kenfack D, Alonso A, Bissiengou P, Memiaghe HR, Valencia R, Yap SL, Davies SJ, Mi X, Yao TL (2020)

Soil nitrogen concentration mediates the relationship between leguminous trees and neighbor diversity in tropical forests

Communications Biology, 3, 317.

DOI:10.1038/s42003-020-1041-y      PMID:32561898      [本文引用: 1]

Legumes provide an essential service to ecosystems by capturing nitrogen from the atmosphere and delivering it to the soil, where it may then be available to other plants. However, this facilitation by legumes has not been widely studied in global tropical forests. Demographic data from 11 large forest plots (16-60 ha) ranging from 5.25° S to 29.25° N latitude show that within forests, leguminous trees have a larger effect on neighbor diversity than non-legumes. Where soil nitrogen is high, most legume species have higher neighbor diversity than non-legumes. Where soil nitrogen is low, most legumes have lower neighbor diversity than non-legumes. No facilitation effect on neighbor basal area was observed in either high or low soil N conditions. The legume-soil nitrogen positive feedback that promotes tree diversity has both theoretical implications for understanding species coexistence in diverse forests, and practical implications for the utilization of legumes in forest restoration.

Xu H, Li YD, Lin MX, Wu JH, Luo TS, Zhou Z, Chen DX, Yang H, Li GJ, Liu SR (2015)

Community structure and characteristics of the 60 ha dynamic monitoring plot of tropical mountain rainforest in Jianfengling, Hainan Island

Biodiversity Science, 23, 192-201. (in Chinese with English abstract)

DOI:10.17520/biods.2014157      URL     [本文引用: 2]

[ 许涵, 李意德, 林明献, 吴建辉, 骆土寿, 周璋, 陈德祥, 杨怀, 李广建, 刘世荣 (2015)

海南尖峰岭热带山地雨林60 ha动态监测样地群落结构特征

生物多样性, 23, 192-201.]

DOI:10.17520/biods.2014157      [本文引用: 2]

热带山地雨林是海南岛最占优势的植被类型, 以往对热带山地雨林的研究通常基于小尺度, 缺乏大尺度上的长期固定样地监测。作者基于海南岛尖峰岭地区60 ha (1,000 m &#x000D7; 600 m)植被动态监测大样地, 详细描述了该样地所属典型热带山地雨林的群落结构特征, 以期为更深入地揭示我国热带雨林地区的物种多样性及其维持机制提供背景资料。尖峰岭大样地20 m &#x000D7; 20 m样方水平上海拔和坡度分别在866.3-1,016.7 m和1.7&#x000b0;-49.3&#x000b0;间变化。大样地内共记录到439,676株存活的胸径&#x02265;1.0 cm的乔灌木植株, 除61个植株未确定种名外, 其他分属于62科155属290种。单位面积植株密度为0.7328株/m<sup>2</sup> (含萌条和分枝), 20 m &#x000D7; 20 m尺度上单位面积物种数量为32-120种, 平均80种。植物属区系成分以热带性质为主, 共有136属, 占总属数的88.3%; 另有鼠李科鼠李属(Rhamnus)为世界分布, 木兰科拟单性木兰属(Parakmeria)为中国特有分布。按物种重要值排序, 大样地内最具优势(重要值大于2.0)的6个种分别为: 大叶蒲葵(Livistona saribus)、白颜树(Gironniera subaequalis)、厚壳桂(Cryptocarya chinensis)、油丹(Alseodaphne hainanensis)、四蕊三角瓣花(Prismatomeris tetrandra)和海南韶子(Nephelium topengii)。优势科为樟科、壳斗科、茜草科和棕榈科, 重要值均超过了5.0。取样面积达到7.5 ha或取样数量达到2万株时, 计数到的物种数量达到261种, 占总物种数量的90.0%。大样地内稀有种和偶见种各占所有物种的20.7%和37.6%。样地内所有个体平均胸径5.22 cm, 植株径级分布呈明显的倒&#x0201c;J&#x0201d;形。本文为后续尖峰岭大样地的研究提供了背景资料, 尖峰岭大样地的建立也为热带地区生物多样性长期变化监测提供了一个基础平台。

Xu NH, Zhao QQ, Zhang ZY, Zhang Q, Wang Y, Qin GY, Ke MJ, Qiu DY, Peijnenburg WJGM, Lu T, Qian HF (2022)

Phyllosphere microorganisms: Sources, drivers, and their interactions with plant hosts

Journal of Agricultural and Food Chemistry, 70, 4860-4870.

DOI:10.1021/acs.jafc.2c01113      PMID:35435673      [本文引用: 1]

The leaves of plants are colonized by various microorganisms. In comparison to the rhizosphere, less is known about the characteristics and ecological functions of phyllosphere microorganisms. Phyllosphere microorganisms mainly originate from soil, air, and seeds. The composition of phyllosphere microorganisms is mainly affected by ecological and abiotic factors. Phyllosphere microorganisms execute multiple ecological functions by influencing leaf functions and longevity, seed mass, fruit development, and homeostasis of host growth. A plant can respond to phyllosphere microorganisms by secondary metabolite secretion and its immune system. Meanwhile, phyllosphere microorganisms play an important role in ecological stability and environmental safety assessment. However, as a result of the instability of the phyllosphere environment and the poor cultivability of phyllosphere microorganisms in the current research, there are still many limitations, such as the lack of insight into the mechanisms of plant-microorganism interactions, the roles of phyllosphere microorganisms in plant growth processes, the responses of phyllosphere microorganisms to plant metabolites, etc. This review summarizes the latest progress made in the research of the phyllosphere in recent years. This is beneficial for deepening our understanding of phyllosphere microorganisms and promoting the research of plant-atmosphere interactions, plant pathogens, and plant biological control.

Yoneyama T, Terakado-Tonooka J, Bao Z, Minamisawa K (2019)

Molecular analyses of the distribution and function of diazotrophic rhizobia and methanotrophs in the tissues and rhizosphere of non-leguminous plants

Plants, 8, 408.

DOI:10.3390/plants8100408      URL     [本文引用: 1]

Biological nitrogen fixation (BNF) by plants and its bacterial associations represent an important natural system for capturing atmospheric dinitrogen (N2) and processing it into a reactive form of nitrogen through enzymatic reduction. The study of BNF in non-leguminous plants has been difficult compared to nodule-localized BNF in leguminous plants because of the diverse sites of N2 fixation in non-leguminous plants. Identification of the involved N2-fixing bacteria has also been difficult because the major nitrogen fixers were often lost during isolation attempts. The past 20 years of molecular analyses has led to the identification of N2 fixation sites and active nitrogen fixers in tissues and the rhizosphere of non-leguminous plants. Here, we examined BNF hotspots in six reported non-leguminous plants. Novel rhizobia and methanotrophs were found to be abundantly present in the free-living state at sites where carbon and energy sources were predominantly available. In the carbon-rich apoplasts of plant tissues, rhizobia such as Bradyrhizobium spp. microaerobically fix N2. In paddy rice fields, methane molecules generated under anoxia are oxidized by xylem aerenchyma-transported oxygen with the simultaneous fixation of N2 by methane-oxidizing methanotrophs. We discuss the effective functions of the rhizobia and methanotrophs in non-legumes for the acquisition of fixed nitrogen in addition to research perspectives.

Zhu YG, Peng JJ, Chen C, Xiong C, Li SL, Ge AH, Wang ET Liesack W, (2023)

Harnessing biological nitrogen fixation in plant leaves

Trends in Plant Science, doi: 10.1016/j.tplants.2023.05.009.

[本文引用: 4]

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