{"title":"Potato crop performance is predicted by tuber microbiome","authors":"","doi":"10.1038/s41564-024-01893-6","DOIUrl":null,"url":null,"abstract":"A predictive model developed using machine learning, high-throughput sequencing of the microbiomes associated with seed tubers and drone imaging of the crops growing from the tubers can forecast the performance of potato plants based on the microbiome composition of their seed tubers. In addition, this model can identify the best microbial predictors of potato plant growth.","PeriodicalId":18992,"journal":{"name":"Nature Microbiology","volume":"10 1","pages":"8-9"},"PeriodicalIF":20.5000,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Microbiology","FirstCategoryId":"99","ListUrlMain":"https://www.nature.com/articles/s41564-024-01893-6","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
A predictive model developed using machine learning, high-throughput sequencing of the microbiomes associated with seed tubers and drone imaging of the crops growing from the tubers can forecast the performance of potato plants based on the microbiome composition of their seed tubers. In addition, this model can identify the best microbial predictors of potato plant growth.
期刊介绍：
Nature Microbiology aims to cover a comprehensive range of topics related to microorganisms. This includes:
Evolution: The journal is interested in exploring the evolutionary aspects of microorganisms. This may include research on their genetic diversity, adaptation, and speciation over time.
Physiology and cell biology: Nature Microbiology seeks to understand the functions and characteristics of microorganisms at the cellular and physiological levels. This may involve studying their metabolism, growth patterns, and cellular processes.
Interactions: The journal focuses on the interactions microorganisms have with each other, as well as their interactions with hosts or the environment. This encompasses investigations into microbial communities, symbiotic relationships, and microbial responses to different environments.
Societal significance: Nature Microbiology recognizes the societal impact of microorganisms and welcomes studies that explore their practical applications. This may include research on microbial diseases, biotechnology, or environmental remediation.
In summary, Nature Microbiology is interested in research related to the evolution, physiology and cell biology of microorganisms, their interactions, and their societal relevance.
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