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Sugarcane is an important sugar cash crop in China, and using bio-fertilizers is important for the sustainable development of China\u2019s sugar industry. However, information on the effects of bio-fertilizers on sugarcane soil microbiota has rarely been studied. In this study, the effects of bio-fertilizer application on rhizosphere soil physicochemical indicators, microbial community composition, function, and network patterns of sugarcane were discussed using a high-throughput sequencing approach. The experimental design is as follows: CK: urea application (57\u00a0kg\/ha), CF: compound fertilizer (450\u00a0kg\/ha), BF1: bio-fertilizer (1500\u00a0kg\/ha of bio-fertilizer\u2009+\u200957\u00a0kg\/ha of urea), and BF2: bio-fertilizer (2250\u00a0kg\/ha of bio-fertilizer\u2009+\u200957\u00a0kg\/ha of urea). The results showed that the bio-fertilizer was effective in increasing sugarcane yield by 3\u201312% compared to the CF treatment group, while reducing soil acidification, changing the diversity of fungi and bacteria, and greatly altering the composition and structure of the inter-root microbial community. Variance partitioning canonical correspondence (VPA) analysis showed that soil physicochemical variables explained 80.09% and 73.31% of the variation in bacteria and fungi, respectively. Redundancy analysis and correlation heatmap showed that soil pH, total nitrogen, and available potassium were the main factors influencing bacterial community composition, while total soil phosphorus, available phosphorus, pH, and available nitrogen were the main drivers of fungal communities. Volcano plots showed that using bio-fertilizers contributed to the accumulation of more beneficial bacteria in the sugarcane rhizosphere level and the decline of pathogenic bacteria (e.g.,\n                    <jats:italic>Leifsonia<\/jats:italic>\n                    ), which may slow down or suppress the occurrence of diseases. Linear discriminant analysis (LDA) and effect size analysis (LEfSe) searched for biomarkers under different fertilizer treatments. Meanwhile, support vector machine (SVM) assessed the importance of the microbial genera contributing to the variability between fertilizers, of interest were the bacteria\n                    <jats:italic>Anaerolineace<\/jats:italic>\n                    ,\n                    <jats:italic>Vulgatibacter<\/jats:italic>\n                    , and\n                    <jats:italic>Paenibacillus<\/jats:italic>\n                    and the fungi\n                    <jats:italic>Cochliobolus<\/jats:italic>\n                    ,\n                    <jats:italic>Sordariales<\/jats:italic>\n                    , and\n                    <jats:italic>Dothideomycetes<\/jats:italic>\n                    between CF and BF2, compared to the other genera contributing to the variability. Network analysis (co-occurrence network) showed that the network structure of bio-fertilizers was closer to the network characteristics of healthy soils, indicating that bio-fertilizers can improve soil health to some extent, and therefore if bio-fertilizers can be used as an alternative to chemical fertilizers in the future alternative, it is important to achieve green soil development and improve the climate.\n                  <\/jats:p>","DOI":"10.1007\/s00248-021-01932-3","type":"journal-article","created":{"date-parts":[[2021,11,24]],"date-time":"2021-11-24T17:03:41Z","timestamp":1637773421000},"page":"1195-1211","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":44,"title":["Bio-fertilizer Affects Structural Dynamics, Function, and Network Patterns of the Sugarcane Rhizospheric Microbiota"],"prefix":"10.1007","volume":"84","author":[{"given":"Qiang","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ziqin","family":"Pang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zuli","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fallah","family":"Nyumah","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chaohua","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenxiong","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhaonian","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,11,24]]},"reference":[{"key":"1932_CR1","doi-asserted-by":"crossref","unstructured":"Lenaerts B, Collard BCY, Demont M (2019). 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