Biodiv Sci ›› 2023, Vol. 31 ›› Issue (8): 23136. DOI: 10.17520/biods.2023136
• Original Papers: Microbial Diversity • Previous Articles Next Articles
Zhengming Luo1,2, Jinxian Liu2, Bianhua Zhang1, Yanying Zhou3, Aihua Hao1, Kai Yang1, Baofeng Chai2,*()
Received:
2023-05-04
Accepted:
2023-06-29
Online:
2023-08-20
Published:
2023-07-05
Contact:
*E-mail: bfchai@sxu.edu.cn
Zhengming Luo, Jinxian Liu, Bianhua Zhang, Yanying Zhou, Aihua Hao, Kai Yang, Baofeng Chai. Diversity characteristics and driving factors of soil protist communities in subalpine meadow at different degradation stages[J]. Biodiv Sci, 2023, 31(8): 23136.
Fig. 1 Sketch map of sampling location and area of Mount Wutai. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow.
Fig. 2 Relative abundance of dominant (a) and significantly differentially dominant (b) phyla of soil protist in subalpine meadow at different degradation stages. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow. P value indicates the level of difference in relative abundance of soil protists among subalpine meadows at different stages of degradation, and * indicates a significant difference (P < 0.05).
Fig. 3 LEfSe analysis showing soil protist community differences in subalpine meadow at different degradation stages. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow. Each circular ring deposit all taxa within a taxonomic level, the circular ring from inside to outside represents supergroup, phylum, class, order and family, respectively. The node on the circular ring represents taxon, affiliating within the taxonomic level. The diameter of each node is proportional to the abundance of the group. Taxa that had significantly higher relative abundance in a certain treatment within each meadow degradation type were color-coded within the cladogram.
Fig. 4 The α diversity indices of soil protist communities in subalpine meadow at different degradation stages. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow. Data that do not share a lowercase letter are significantly different (P < 0.05).
Fig. 5 Non-metric multidimensional scaling (NMDS) (a) and dissimilarity analysis (based on Bray-Curtis distance) (b) of soil protist communities in subalpine meadow at different degradation stages. The r = 0.577, P < 0.001 are the ANOSIM test results of protist community similarity between subalpine meadows in different degradation stages. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow.
Fig. 6 Correlation of environmental factors and Mantel analysis of relationship between environment and soil protist communities. SWC, Soil water content; Clay, Clay content; Silt, Silt content; Sand, Sand content; TN, Total nitrogen; TC, Total carbon; C/N, Carbon nitrogen ratio; SOM, Soil organic matter; NO3--N, Nitrate nitrogen; NO2--N, Nitrous nitrogen; NH4+-N, Ammonium nitrogen; AP, Available phosphorus; AK, Available potassium; Coverage, Vegetation coverage; Height, Vegetation height; AGB, Aboveground biomass; Plant richness: Plant richness index; Plant Shannon, Plant Shannon-Wiener index.
Fig. 7 Relationships between soil protist community structure and environmental variables based on redundancy analysis (a) and variation partitioning analysis (b). TN, Total nitrogen; Plant Shannon, Plant Shannon-Wiener index; AGB, Aboveground biomass; SWC, Soil water content; NH4+-N, Ammonium nitrogen. ND, Nondegraded meadow; LD, Lightly degraded meadow; MD, Moderately degraded meadow; HD, Heavily degraded meadow.
[1] |
Acosta-Mercado D, Lynn DH (2004) Soil ciliate species richness and abundance associated with the rhizosphere of different subtropical plant species. The Journal of Eukaryotic Microbiology, 51, 582-588.
DOI URL |
[2] |
Acosta-Mercado D, Lynn DH (2006) Contrasting soil ciliate species richness and abundance between two tropical plant species: A test of the plant effect. Microbial Ecology, 51, 453-459.
DOI PMID |
[3] | Bardgett RD, Bullock JM, Lavorel S, Manning P, Schaffner U, Ostle N, Chomel M, Durigan G, Fry EL, Johnson D, Lavallee JM, Le Provost G, Luo S, Png K, Sankaran M, Hou XY, Zhou HK, Ma L, Ren WB, Li XL, Ding Y, Li YH, Shi HX (2021) Combatting global grassland degradation. Nature Reviews Earth & Environment, 2, 720-735. |
[4] |
Carlson ML, Flagstad LA, Gillet F, Mitchell EAD (2010) Community development along a proglacial chronosequence: Are above-ground and below-ground community structure controlled more by biotic than abiotic factors? Journal of Ecology, 98, 1084-1095.
DOI URL |
[5] |
Chambouvet A, Berney C, Romac S, Audic S, Maguire F, De Vargas C, Richards TA (2014) Diverse molecular signatures for ribosomally ‘active’ Perkinsea in marine sediments. BMC Microbiology, 14, 110.
DOI PMID |
[6] |
Che RX, Wang YF, Li KX, Xu ZH, Hu JM, Wang F, Rui YC, Li LF, Pang Z, Cui XY (2019) Degraded patch formation significantly changed microbial community composition in alpine meadow soils. Soil and Tillage Research, 195, 104426.
DOI URL |
[7] |
Clarholm M (2002) Bacteria and protozoa as integral components of the forest ecosystem—Their role in creating a naturally varied soil fertility. Antonie Van Leeuwenhoek, 81, 309-318.
DOI URL |
[8] | Coban O, De Deyn GB, van der Ploeg M, (2022) Soil microbiota as game-changers in restoration of degraded lands. Science, 375, abe0725. |
[9] | Dassen S, Cortois R, Martens H, de Hollander M, Kowalchuk GA, van der Putten WH, De Deyn GB, (2017) Differential responses of soil bacteria, fungi, Archaea and protists to plant species richness and plant functional group identity. Molecular Ecology, 26, 4085-4098. |
[10] |
Ezawa T, Saito K (2018) How do arbuscular mycorrhizal fungi handle phosphate? New insight into fine-tuning of phosphate metabolism. New Phytologist, 220, 1116-1121.
DOI PMID |
[11] |
Gao ZL, Karlsson I, Geisen S, Kowalchuk G, Jousset A (2019) Protists: Puppet masters of the rhizosphere microbiome. Trends in Plant Science, 24, 165-176.
DOI PMID |
[12] |
Geisen S, Bandow C, Roembke J, Bonkowski M (2014) Soil water availability strongly alters the community composition of soil protists. Pedobiologia, 57, 205-213.
DOI URL |
[13] |
Geisen S, Bonkowski M (2018) Methodological advances to study the diversity of soil protists and their functioning in soil food webs. Applied Soil Ecology, 123, 328-333.
DOI URL |
[14] |
Geisen S, Mitchell EAD, Adl S, Bonkowski M, Dunthorn M, Ekelund F, Fernández LD, Jousset A, Krashevska V, Singer D, Spiegel FW, Walochnik J, Lara E (2018) Soil protists: A fertile frontier in soil biology research. FEMS Microbiology Reviews, 42, 293-323.
DOI PMID |
[15] | Guillou L, Bachar D, Audic S, Bass D, Berney C, Bittner L, Boutte C, Burgaud G, de Vargas C, Decelle J, del Campo J, Dolan JR, Dunthorn M, Edvardsen B, Holzmann M, Kooistra WHCF, Lara E, Le Bescot N, Logares R, Mahé F, Massana R, Montresor M, Morard R, Not F, Pawlowski J, Probert I, Sauvadet AL, Siano R, Stoeck T, Vaulot D, Zimmermann P, Christen R (2013) The Protist Ribosomal Reference database ( PR2): A catalog of unicellular eukaryote Small Sub-Unit rRNA sequences with curated taxonomy. Nucleic Acids Research, 41, D597-D604. |
[16] |
Hu ZK, Yao JN, Chen XY, Gong X, Zhang Y, Zhou XH, Guo H, Liu MQ (2022) Precipitation changes, warming, and N input differentially affect microbial predators in an alpine meadow: Evidence from soil phagotrophic protists. Soil Biology and Biochemistry, 165, 108521.
DOI URL |
[17] |
Itoïz S, Metz S, Derelle E, Reñé A, Garcés E, Bass D, Soudant P, Chambouvet A (2022) Emerging parasitic protists: The case of Perkinsea. Frontiers in Microbiology, 12, 735815.
DOI URL |
[18] |
Jassey VEJ, Signarbieux C, Hättenschwiler S, Bragazza L, Buttler A, Delarue F, Fournier B, Gilbert D, Laggoun-Défarge F, Lara E, Mills RTE, Mitchell EAD, Payne RJ, Robroek BJM (2015) An unexpected role for mixotrophs in the response of peatland carbon cycling to climate warming. Scientific Reports, 5, 16931.
DOI PMID |
[19] |
Jeon BS, Park MG (2021) A novel parasitoid of marine dinoflagellates, Pararosarium dinoexitiosum gen. et sp. nov. (Perkinsozoa, Alveolata), showing characteristic beaded sporocytes. Frontiers in Microbiology, 12, 748092.
DOI URL |
[20] |
Kramer S, Dibbern D, Moll J, Huenninghaus M, Koller R, Krueger D, Marhan S, Urich T, Wubet T, Bonkowski M, Buscot F, Lueders T, Kandeler E (2016) Resource partitioning between bacteria, fungi, and protists in the detritusphere of an agricultural soil. Frontiers in Microbiology, 7, 1524.
PMID |
[21] |
Krashevska V, Sandmann D, Maraun M, Scheu S (2014) Moderate changes in nutrient input alter tropical microbial and protist communities and belowground linkages. The ISME Journal, 8, 1126-1134.
DOI |
[22] |
Lai CM, Li CY, Peng F, Xue X, You QG, Zhang WJ, Ma SX (2021) Plant community change mediated heterotrophic respiration increase explains soil organic carbon loss before moderate degradation of alpine meadow. Land Degradation & Development, 32, 5322-5333.
DOI URL |
[23] |
Lauber CL, Strickland MS, Bradford MA, Fierer N (2008) The influence of soil properties on the structure of bacterial and fungal communities across land-use types. Soil Biology and Biochemistry, 40, 2407-2415.
DOI URL |
[24] |
Li YM, Wang SP, Jiang LL, Zhang LR, Cui SJ, Meng FD, Wang Q, Li XN, Zhou Y (2016) Changes of soil microbial community under different degraded gradients of alpine meadow. Agriculture, Ecosystems & Environment, 222, 213-222.
DOI URL |
[25] | Lin B, Zhao XR, Zheng Y, Qi S, Liu XZ (2017) Effect of grazing intensity on protozoan community, microbial biomass, and enzyme activity in an alpine meadow on the Tibetan Plateau. Journal of Soil & Sediments, 17, 2752-2762. |
[26] |
Liu KF, Li T, Duan XW, Zhang S, Chen MP, Hou HY, Wang ZL, Yu AL, Chen DH, Zhang XL, Hu JM, Dong YF, Liu D, Che RX (2023) The degradation of subalpine meadows significantly changed the soil microbiome. Agriculture, Ecosystems & Environment, 349, 108470.
DOI URL |
[27] | Luo ZM, He L, Liu JX, Hu YQ, Zhou YY, Zheng QR, Chai BF (2022) Responses of soil fungal communities to subalpine meadow degradation in Mount Wutai. Environmental Science, 43, 3328-3337. (in Chinese with English abstract) |
[ 罗正明, 赫磊, 刘晋仙, 胡砚秋, 周妍英, 郑庆荣, 柴宝峰 (2022) 土壤真菌群落对五台山亚高山草甸退化的响应. 环境科学, 43, 3328-3337.] | |
[28] |
Luo ZM, Liu JX, He L, Du JQ, Wang LX, Jia T, Chai BF, Wu TH (2022) Degradation-induced microbiome alterations may aggravate soil nutrient loss in subalpine meadows. Land Degradation & Development, 33, 2699-2712.
DOI URL |
[29] | Luo ZM, Liu JX, Jia T, Chai BF, Wu TH (2020) Soil bacterial community response and nitrogen cycling variations associated with subalpine meadow degradation on the Loess Plateau, China. Applied and Environmental Microbiology, 86, e00180-20. |
[30] | Luo ZM, Liu JX, Zhou YY, Du JQ, Wu Q, Chai BF (2021) Community structures and diversity patterns of the soil protist communities along an altitudinal gradient in a subalpine grassland. Acta Ecologica Sinica, 41, 2783-2793. (in Chinese with English abstract) |
[ 罗正明, 刘晋仙, 周妍英, 杜京旗, 吴强, 柴宝峰 (2021) 亚高山草地土壤原生生物群落结构和多样性海拔分布格局. 生态学报, 41, 2783-2793.] | |
[31] | Ning YZ, Yang YQ, Dong WH, Zhang HR, Ma JY (2018) Response of soil ciliate community to ecological restoration of different return patterns. Acta Ecologica Sinica, 38, 3628-3638. (in Chinese with English abstract) |
[ 宁应之, 杨永强, 董玟含, 张惠茹, 马继阳 (2018) 土壤纤毛虫群落对不同退还模式生态恢复的响应. 生态学报, 38, 3628-3638.] | |
[32] | Si SC, Wu YC, Li Y, Tu C, Fu CC, Luo YM (2022) The current research progress and prospects of cultivated and grassland soil health. Acta Pedologica Sinica, 59, 625-642. (in Chinese with English abstract) |
[ 司绍诚, 吴宇澄, 李远, 涂晨, 付传城, 骆永明 (2022) 耕地和草地土壤健康研究进展与展望. 土壤学报, 59, 625-642.] | |
[33] |
Singer D, Seppey CVW, Lentendu G, Dunthorn M, Bass D, Belbahri L, Blandenier Q, Debroas D, de Groot GA, de Vargas C, Domaizon I, Duckert C, Izaguirre I, Koenig I, Mataloni G, Schiaffino MR, Mitchell EAD, Geisen S, Lara E (2021) Protist taxonomic and functional diversity in soil, freshwater and marine ecosystems. Environment International, 146, 106262.
DOI URL |
[34] |
Stoeck T, Bass D, Nebel M, Christen R, Jones MDM, Breiner HW, Richards TA (2010) Multiple marker parallel tag environmental DNA sequencing reveals a highly complex eukaryotic community in marine anoxic water. Molecular Ecology, 19, 21-31.
DOI URL |
[35] |
Sun AQ, Jiao XY, Chen QL, Trivedi P, Li ZX, Li FF, Zheng Y, Lin YX, Hu HW, He JZ (2021) Fertilization alters protistan consumers and parasites in crop-associated microbiomes. Environmental Microbiology, 23, 2169-2183.
DOI PMID |
[36] |
Wang CT, Long RJ, Wang QL, Jing ZC, Shi JJ (2009) Changes in plant diversity, biomass and soil C, in alpine meadows at different degradation stages in the headwater region of three rivers, China. Land Degradation & Development, 20, 187-198.
DOI URL |
[37] |
Wu LW, Zhang Y, Guo X, Ning DL, Zhou XS, Feng JJ, Yuan MM, Liu S, Guo JJ, Gao ZP, Ma J, Kuang JL, Jian SY, Han S, Yang ZF, Ouyang Y, Fu Y, Xiao NJ, Liu XD, Wu LY, Zhou AF, Yang YF, Tiedje JM, Zhou JZ (2022) Reduction of microbial diversity in grassland soil is driven by long-term climate warming. Nature Microbiology, 7, 1054-1062.
DOI PMID |
[38] |
Wu WX, Lu HP, Sastri A, Yeh YC, Gong GC, Chou WC, Hsieh CH (2018) Contrasting the relative importance of species sorting and dispersal limitation in shaping marine bacterial versus protist communities. The ISME Journal, 12, 485-494.
DOI URL |
[39] |
Xiong W, Jousset A, Guo S, Karlsson I, Zhao QY, Wu HS, Kowalchuk GA, Shen QR, Li R, Geisen S (2018) Soil protist communities form a dynamic hub in the soil microbiome. The ISME Journal, 12, 634-638.
DOI URL |
[40] |
Xiong W, Song YQ, Yang KM, Gu YA, Wei Z, Kowalchuk GA, Xu YC, Jousset A, Shen QR, Geisen S (2020) Rhizosphere protists are key determinants of plant health. Microbiome, 8, 27.
DOI PMID |
[41] |
Xun WB, Yan RR, Ren Y, Jin DY, Xiong W, Zhang GS, Cui ZL, Xin XP, Zhang RF (2018) Grazing-induced microbiome alterations drive soil organic carbon turnover and productivity in meadow steppe. Microbiome, 6, 170.
DOI PMID |
[42] |
Zhang Q, Men X, Hui C, Ge F, Ouyang F (2022) Wheat yield losses from pests and pathogens in China. Agriculture, Ecosystems & Environment, 326, 107821.
DOI URL |
[43] |
Zhang SY, Zhang HF, Liu HM, Wang H, Xiu WM, Li G, Zhang GL, Zhou ZK, Jiang N, Zhang H, Zhao JN, Yang DL (2022) Fertilization drives distinct biotic and abiotic factors in regulating functional groups of protists in a 5-year fertilization system. Frontiers in Microbiology, 13, 1036362.
DOI URL |
[44] |
Zhao ZB, He JZ, Geisen S, Han LL, Wang JT, Shen JP, Wei WX, Fang YT, Li PP, Zhang LM (2019) Protist communities are more sensitive to nitrogen fertilization than other microorganisms in diverse agricultural soils. Microbiome, 7, 33.
DOI |
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