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Hybrid experimental-machine learning framework for media optimization enhances antioxidant production in Micrococcus endophyticus SS-1.

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Title: Hybrid experimental-machine learning framework for media optimization enhances antioxidant production in Micrococcus endophyticus SS-1.
Authors: Sarker MS; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China., Getu AA; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China., Murekezi JS; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China., Chen G; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China., Zhang J; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; Fuzhou University, Fuzhou, Fujian 350116, PR China., Xiao Y; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China; Xiamen Key Laboratory of Physical Environment, Institute of Urban Environment, Xiamen 361021, China. Electronic address: yxiao@iue.ac.cn.
Source: Journal of microbiological methods [J Microbiol Methods] 2026 Jun; Vol. 245, pp. 107516. Date of Electronic Publication: 2026 Apr 16.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Biomedical Country of Publication: Netherlands NLM ID: 8306883 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8359 (Electronic) Linking ISSN: 01677012 NLM ISO Abbreviation: J Microbiol Methods Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Hybrid experimental-machine learning framework for media optimization enhances antioxidant production in Micrococcus endophyticus SS-1.
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  Data: <searchLink fieldCode="AU" term="%22Sarker+MS%22">Sarker MS</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China.<br /><searchLink fieldCode="AU" term="%22Getu+AA%22">Getu AA</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China.<br /><searchLink fieldCode="AU" term="%22Murekezi+JS%22">Murekezi JS</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China.<br /><searchLink fieldCode="AU" term="%22Chen+G%22">Chen G</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; Fuzhou University, Fuzhou, Fujian 350116, PR China.<br /><searchLink fieldCode="AU" term="%22Xiao+Y%22">Xiao Y</searchLink>; State Key Laboratory of Regional and Urban Ecology, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, Fujian 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, China; Xiamen Key Laboratory of Physical Environment, Institute of Urban Environment, Xiamen 361021, China. Electronic address: yxiao@iue.ac.cn.
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  Data: <searchLink fieldCode="JN" term="%228306883%22">Journal of microbiological methods</searchLink> [J Microbiol Methods] 2026 Jun; Vol. 245, pp. 107516. <i>Date of Electronic Publication: </i>2026 Apr 16.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Biomedical%22">Elsevier Biomedical </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>8306883 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-8359 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201677012%22">01677012 </searchLink><i>NLM ISO Abbreviation: </i>J Microbiol Methods <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.mimet.2026.107516
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      – Code: eng
        Text: English
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        StartPage: 107516
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      – TitleFull: Hybrid experimental-machine learning framework for media optimization enhances antioxidant production in Micrococcus endophyticus SS-1.
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            NameFull: Sarker MS
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            NameFull: Getu AA
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            – D: 01
              M: 06
              Text: 2026 Jun
              Type: published
              Y: 2026
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            – TitleFull: Journal of microbiological methods
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