新疆农业科学 ›› 2023, Vol. 60 ›› Issue (5): 1253-1262.DOI: 10.6048/j.issn.1001-4330.2023.05.025
田敬宇1(), 高雁2, 高兴旺3(), 曾军2(), 赵鹏安3, 苏比努尔·居来提3
收稿日期:
2022-09-10
出版日期:
2023-05-20
发布日期:
2023-05-22
通信作者:
高兴旺(1983-),男,新疆乌鲁木齐人,讲师,博士,硕士生导师,研究方向为植物-微生物互作,(E-mail)作者简介:
田敬宇(1998-),女,河北人,硕士,研究方向为修复生态学,(E-mail)1178798094@stu.xju.edu.cn
基金资助:
TIAN Jingyu1(), GAO Yan2, GAO Xingwang3(), ZENG Jun2(), ZHAO Pengan3, Subinuer Julaiti3
Received:
2022-09-10
Online:
2023-05-20
Published:
2023-05-22
Correspondence author:
GAO Xingwang (1983 -), male, native place: Urumqi, Xinjiang. Lecturer, Doctor, Master' tutor, research field: plant-microorganism interaction,(E - mail) Supported by:
摘要:
【目的】研究哈密瓜种植后根际土壤细菌群落结构的变化规律,为筛选功能菌株及开展哈密瓜连作障碍的防控研究奠定基础。【方法】以新疆五家渠市甜瓜之乡3个大田的哈密瓜根际土和非根际土为材料,检测其土壤理化性质和细菌群落结构,并分析环境因子与细菌群落之间的相关性,研究种植哈密瓜后根际土壤细菌群落的变化规律。【结果】哈密瓜种植后呈现出根际土壤pH显著增加,而土壤有机质、总磷、总钾等指标总体呈下降变化(P<0.05);哈密瓜种植后细菌α和β多样性指数均呈现略微降低趋势,但差异不显著;三个样地共检测到细菌43门、103纲、271目、440科、820属,其中变形菌门、放线菌门、酸杆菌门、芽单胞菌门、拟杆菌门、绿弯菌门、粘球菌门、厚壁菌门为主要类群,甜瓜种植后显著改变了细菌群落组成,其中厚壁菌门相对丰度随哈密瓜的种植而增加,酸杆菌门和绿弯菌门相对丰度下降;全磷和pH是影响哈密瓜根际土壤细菌优势类群的主要因素。【结论】哈密瓜种植显著影响了土壤理化性质从而导致其根际土壤细菌群落结构发生显著变化。
中图分类号:
田敬宇, 高雁, 高兴旺, 曾军, 赵鹏安, 苏比努尔·居来提. 哈密瓜种植对根际土壤细菌群落组成和多样性的影响[J]. 新疆农业科学, 2023, 60(5): 1253-1262.
TIAN Jingyu, GAO Yan, GAO Xingwang, ZENG Jun, ZHAO Pengan, Subinuer Julaiti. Analysis of rhizospheric bacterial community structure and diversity of Hami melon under field cultivation[J]. Xinjiang Agricultural Sciences, 2023, 60(5): 1253-1262.
理化性质 physicochemical properties | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
pH | 7.00±0.12a | 7.26±0.15b | 6.79±0.25a | 7.11±0.09b | 7.60±0.10a | 7.78±0.13b |
EC(mg/L) | 472.4±0.41a | 615.2±1.30b | 1038.4±1.14b | 293.6±6.58a | 716.4±3.84b | 619.6±3.84a |
有机质 Soil organic matter(g/kg) | 21.83±0.43b | 21.23±0.24a | 13.81±0.38b | 13.11±0.37a | 9.11±0.03a | 9.11±0.03a |
全氮 Total N(g/kg) | 1.02±0.01a | 1.11±0.03a | 0.68±0.03a | 0.68±0.01a | 0.43±0.01a | 0.43±0.01a |
全磷 Total P(g/kg) | 1.03±0.02a | 1.06±0.01a | 0.92±0.01b | 0.90±0.01a | 0.89±0.01b | 0.84±0.03a |
全钾 Total K(g/kg) | 21.93±0.24b | 21.52±0.11a | 19.92±0.16a | 19.91±0.23a | 20.94±0.14b | 20.61±0.02a |
碱解氮 Available N(mg/kg) | 49.80±0.43a | 49.95±0.44a | 44.05±1.32b | 42.54±0.61a | 28.81±2.07b | 10.70±0.88a |
有效磷 Available P(mg/kg) | 49.85±0.25a | 50.50±0.46b | 33.59±1.34a | 34.55±0.94a | 27.08±2.30b | 20.67±0.86a |
速效钾 Available P(mg/kg) | 330.3±6.46b | 310.6±5.32a | 190.8±5.84a | 201.7±6.91b | 129±6.15a | 151.3±6.74b |
表1 3个哈密瓜样地根际土/非根际土的土壤理化性质
Tab.1 The physicochemical properties of rhizosphere soil/non-rhizosphere soil from the three Hami melon samplings
理化性质 physicochemical properties | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
pH | 7.00±0.12a | 7.26±0.15b | 6.79±0.25a | 7.11±0.09b | 7.60±0.10a | 7.78±0.13b |
EC(mg/L) | 472.4±0.41a | 615.2±1.30b | 1038.4±1.14b | 293.6±6.58a | 716.4±3.84b | 619.6±3.84a |
有机质 Soil organic matter(g/kg) | 21.83±0.43b | 21.23±0.24a | 13.81±0.38b | 13.11±0.37a | 9.11±0.03a | 9.11±0.03a |
全氮 Total N(g/kg) | 1.02±0.01a | 1.11±0.03a | 0.68±0.03a | 0.68±0.01a | 0.43±0.01a | 0.43±0.01a |
全磷 Total P(g/kg) | 1.03±0.02a | 1.06±0.01a | 0.92±0.01b | 0.90±0.01a | 0.89±0.01b | 0.84±0.03a |
全钾 Total K(g/kg) | 21.93±0.24b | 21.52±0.11a | 19.92±0.16a | 19.91±0.23a | 20.94±0.14b | 20.61±0.02a |
碱解氮 Available N(mg/kg) | 49.80±0.43a | 49.95±0.44a | 44.05±1.32b | 42.54±0.61a | 28.81±2.07b | 10.70±0.88a |
有效磷 Available P(mg/kg) | 49.85±0.25a | 50.50±0.46b | 33.59±1.34a | 34.55±0.94a | 27.08±2.30b | 20.67±0.86a |
速效钾 Available P(mg/kg) | 330.3±6.46b | 310.6±5.32a | 190.8±5.84a | 201.7±6.91b | 129±6.15a | 151.3±6.74b |
α-多样性指数 Alpha-diversity indices | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
丰富度指数 Richness index | 1 702.2±158.0a | 1 618.7±107.9a | 1 522.2±189.3a | 1 678.0±140.6a | 1 726.0±200.9a | 1 882.6±232.2a |
Chao 1指数 Chao1 index | 1 712.2±167.0a | 1 624.5±108.0a | 1 528.18±194.83a | 1 693.2±151.0a | 1 372.7±206.1a | 1 903.2±238.6a |
Shannon指数 Shannon index | 9.87±0.08a | 9.74±0.23a | 9.64±0.17a | 9.69±0.10a | 9.90±0.19a | 9.80±0.62a |
表2 3个哈密瓜样地根际土/非根际土细菌群落α多样性指数
Tab.2 Alpha-diversity indices of rhizosphere soil/non-rhizosphere soil bacterial community from the three Hami melon samplings(n=5)
α-多样性指数 Alpha-diversity indices | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
丰富度指数 Richness index | 1 702.2±158.0a | 1 618.7±107.9a | 1 522.2±189.3a | 1 678.0±140.6a | 1 726.0±200.9a | 1 882.6±232.2a |
Chao 1指数 Chao1 index | 1 712.2±167.0a | 1 624.5±108.0a | 1 528.18±194.83a | 1 693.2±151.0a | 1 372.7±206.1a | 1 903.2±238.6a |
Shannon指数 Shannon index | 9.87±0.08a | 9.74±0.23a | 9.64±0.17a | 9.69±0.10a | 9.90±0.19a | 9.80±0.62a |
图1 3个哈密瓜样地根际土/非根际土细菌群落主坐标(PCoA)
Fig.1 Principal Co-ordinates Analysis (PCoA) of rhizosphere soil/non-rhizosphere soil bacterial community from the three Hami melon samplings
图2 3个哈密瓜样地根际土/非根际土细菌群落相对丰度
Fig.2 The relative abundance of rhizosphere soil/non-rhizosphere soil bacterial community from the three Hami melon samplings
分类 Classification | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
变形菌门Proteobacteria | 27.41±2.45a | 27.95±2.94a | 23.59±1.76a | 25.29±1.57a | 26.42±2.17a | 25.33±0.93a |
Skermanella属 | 3.50±0.90a | 3.26±0.54a | 1.92±0.26a | 1.86±0.68a | 1.50±0.25a | 1.33±0.38a |
Pseudomonas属 | 0.38±0.10a | 2.07±4.14a | 0.24±0.06a | 0.25±0.15a | 0.09±0.03a | 0.68±1.24a |
Acidibacter属 | 0.69±0.11a | 0.58±0.03a | 0.29±0.05a | 0.27±0.07a | 0.55±0.16a | 0.44±0.13a |
放线菌门Actinobacteriota | 20.36±1.08a | 20.78±1.69a | 18.44±1.12a | 18.08±1.06a | 18.45±1.27a | 17.89±4.56a |
Pseudarthrobacter属 | 1.27±0.23a | 1.71±0.25b | 1.12±0.12a | 1.33±0.22a | 3.33±0.44a | 2.62±0.63a |
酸杆菌门Acidobacteriota | 14.37±0.85a | 14.11±0.40a | 14.65±0.94a | 13.93±1.22a | 14.94±0.42a | 12.41±3.75a |
Vicinamibacteraceae属 | 4.25±0.32b | 3.29±0.11a | 2.49±0.21a | 2.48±0.34a | 3.77±0.43b | 2.89±0.65a |
RB41属 | 2.18±0.27a | 2.50±0.17a | 4.59±0.52a | 4.00±0.61a | 2.61±0.29a | 2.51±0.72a |
芽单胞菌门Gemmatimonadota | 9.74±1.68a | 10.46±0.62b | 8.99±0.75b | 7.35±0.64a | 8.33±1.07b | 6.05±1.71a |
拟杆菌门Bacteroidota | 7.20±0.61a | 4.45±0.51a | 4.80±0.85b | 3.85±0.19a | 4.00±0.62a | 4.37±1.06a |
Pontibacter属 | 0.18±0.04a | 0.32±0.14a | 1.18±0.40b | 0.19±0.07a | 0.12±0.04a | 0.15±0.04a |
绿弯菌门Chloroflexi | 5.10±0.33a | 4.64±0.34a | 4.86±0.47a | 4.76±0.36a | 4.12±0.08a | 3.96±1.38a |
JG30-KF-CM45属 | 0.93±0.12a | 0.90±0.16a | 0.88±0.18a | 0.68±0.15a | 0.63±0.03a | 0.56±0.23a |
粘球菌门Myxococcota | 3.81±0.20a | 4.43±0.49b | 3.09±0.16a | 3.35±0.29a | 3.70±0.27a | 3.23±1.10a |
厚壁菌门Firmicutes | 2.07±0.61a | 3.36±1.00b | 8.96±1.95a | 11.42±0.86b | 8.56±1.59a | 14.60±10.64a |
Bacillus属 | 1.49±0.36a | 2.52±0.90a | 7.06±1.57a | 9.02±0.82b | 5.39±0.98a | 5.38±1.02a |
Staphylococcus属 | 0.00±0.00a | 0.01±0.02a | 0.00±0.00a | 0.01±0.01a | 0.00±0.00a | 2.11±4.71a |
微菌门Verrucomicrobiota | 1.54±0.19a | 1.60±0.32a | 1.91±0.59a | 1.43±0.49a | 27.08±2.30b | 1.48±0.51a |
Entotheonellaeota门 | 2.82±1.06a | 2.17±0.59a | 3.78±0.42a | 3.20±0.42a | 8.56±1.59a | 14.60±10.64a |
Candidatus_ Entotheonella属 | 1.47±0.19a | 1.52±0.30a | 3.47±0.40a | 2.89±0.40a | 1.34±0.14a | 1.29±0.43a |
表3 3个样地哈密瓜根际土/非根际土细菌在门、属水平上的相对丰度
Tab.3 The relative abundance of soil bacterial community at the phylum and genus levels from the three Hami melon samplings
分类 Classification | W1 | W2 | W3 | |||
---|---|---|---|---|---|---|
W10 | W11 | W20 | W21 | W30 | W31 | |
变形菌门Proteobacteria | 27.41±2.45a | 27.95±2.94a | 23.59±1.76a | 25.29±1.57a | 26.42±2.17a | 25.33±0.93a |
Skermanella属 | 3.50±0.90a | 3.26±0.54a | 1.92±0.26a | 1.86±0.68a | 1.50±0.25a | 1.33±0.38a |
Pseudomonas属 | 0.38±0.10a | 2.07±4.14a | 0.24±0.06a | 0.25±0.15a | 0.09±0.03a | 0.68±1.24a |
Acidibacter属 | 0.69±0.11a | 0.58±0.03a | 0.29±0.05a | 0.27±0.07a | 0.55±0.16a | 0.44±0.13a |
放线菌门Actinobacteriota | 20.36±1.08a | 20.78±1.69a | 18.44±1.12a | 18.08±1.06a | 18.45±1.27a | 17.89±4.56a |
Pseudarthrobacter属 | 1.27±0.23a | 1.71±0.25b | 1.12±0.12a | 1.33±0.22a | 3.33±0.44a | 2.62±0.63a |
酸杆菌门Acidobacteriota | 14.37±0.85a | 14.11±0.40a | 14.65±0.94a | 13.93±1.22a | 14.94±0.42a | 12.41±3.75a |
Vicinamibacteraceae属 | 4.25±0.32b | 3.29±0.11a | 2.49±0.21a | 2.48±0.34a | 3.77±0.43b | 2.89±0.65a |
RB41属 | 2.18±0.27a | 2.50±0.17a | 4.59±0.52a | 4.00±0.61a | 2.61±0.29a | 2.51±0.72a |
芽单胞菌门Gemmatimonadota | 9.74±1.68a | 10.46±0.62b | 8.99±0.75b | 7.35±0.64a | 8.33±1.07b | 6.05±1.71a |
拟杆菌门Bacteroidota | 7.20±0.61a | 4.45±0.51a | 4.80±0.85b | 3.85±0.19a | 4.00±0.62a | 4.37±1.06a |
Pontibacter属 | 0.18±0.04a | 0.32±0.14a | 1.18±0.40b | 0.19±0.07a | 0.12±0.04a | 0.15±0.04a |
绿弯菌门Chloroflexi | 5.10±0.33a | 4.64±0.34a | 4.86±0.47a | 4.76±0.36a | 4.12±0.08a | 3.96±1.38a |
JG30-KF-CM45属 | 0.93±0.12a | 0.90±0.16a | 0.88±0.18a | 0.68±0.15a | 0.63±0.03a | 0.56±0.23a |
粘球菌门Myxococcota | 3.81±0.20a | 4.43±0.49b | 3.09±0.16a | 3.35±0.29a | 3.70±0.27a | 3.23±1.10a |
厚壁菌门Firmicutes | 2.07±0.61a | 3.36±1.00b | 8.96±1.95a | 11.42±0.86b | 8.56±1.59a | 14.60±10.64a |
Bacillus属 | 1.49±0.36a | 2.52±0.90a | 7.06±1.57a | 9.02±0.82b | 5.39±0.98a | 5.38±1.02a |
Staphylococcus属 | 0.00±0.00a | 0.01±0.02a | 0.00±0.00a | 0.01±0.01a | 0.00±0.00a | 2.11±4.71a |
微菌门Verrucomicrobiota | 1.54±0.19a | 1.60±0.32a | 1.91±0.59a | 1.43±0.49a | 27.08±2.30b | 1.48±0.51a |
Entotheonellaeota门 | 2.82±1.06a | 2.17±0.59a | 3.78±0.42a | 3.20±0.42a | 8.56±1.59a | 14.60±10.64a |
Candidatus_ Entotheonella属 | 1.47±0.19a | 1.52±0.30a | 3.47±0.40a | 2.89±0.40a | 1.34±0.14a | 1.29±0.43a |
图3 3个哈密瓜样地根际土/非根际土细菌群落LEfSe分析(LDA Effect Size) 注:设定LDA阈值为3.5。红色和绿色分类分别代表每个样地根际土和非根际土中起重要作用的生物标志物
Fig.3 The LEfSe (LDA Effect Size) and random forest analyses of rhizosphere soil/ non-rhizosphere soil bacterial community from the three Hami melon samplings Note:The threshold value of LDA is 3.5.The red and green taxonomies represent the biomarkers playing an important role in the two tests of three groups, respectively
图4 3个哈密瓜样地根际土/非根际土细菌门水平种类与理化因子基于距离的冗余分析(db-RDA)
Fig.4 The distance based redundancy analysis (db-RDA) of environmental factors with rhizosphere soil/ non-rhizosphere soil bacterial at the phylum level from the three Hami melon samplings
因子组合 Different combination of environmental factors | Mantel检验 | |
---|---|---|
rM | P | |
TK | 0.442 4 | 0.001 |
pH | 0.456 9 | 0.001 |
TK+pH | 0.529 3 | 0.001 |
TK+pH+TP | 0.628 6 | 0.001 |
TK+pH+TP+AK | 0.700 5 | 0.001 |
TK+pH+TP+AK+TN | 0.729 1 | 0.001 |
TK+AK+pH+TP+TN+AP | 0.722 6 | 0.001 |
TK+pH+TP+AK+TN+AP+AN | 0.742 7 | 0.001 |
TK+pH+TP+AK+TN+AP+AN+EC | 0.702 4 | 0.001 |
TK+pH+AK+TN+AP+AN+TP+SOM+EC | 0.709 7 | 0.001 |
表4 3个样地哈密瓜根际土/非根际土中不同环境因子组合与细菌群落的相关关系
Tab.4 The relationship between different combination of environmental variables and soil bacterial community of rhizosphere soil/non-rhizosphere soil bacterial community from the three Hami melon samplings
因子组合 Different combination of environmental factors | Mantel检验 | |
---|---|---|
rM | P | |
TK | 0.442 4 | 0.001 |
pH | 0.456 9 | 0.001 |
TK+pH | 0.529 3 | 0.001 |
TK+pH+TP | 0.628 6 | 0.001 |
TK+pH+TP+AK | 0.700 5 | 0.001 |
TK+pH+TP+AK+TN | 0.729 1 | 0.001 |
TK+AK+pH+TP+TN+AP | 0.722 6 | 0.001 |
TK+pH+TP+AK+TN+AP+AN | 0.742 7 | 0.001 |
TK+pH+TP+AK+TN+AP+AN+EC | 0.702 4 | 0.001 |
TK+pH+AK+TN+AP+AN+TP+SOM+EC | 0.709 7 | 0.001 |
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