Development of a Novel Hydroxylamine-Based Stable Isotope Labeling Reagent for Profiling Aldehyde Metabolic Biomarkers in Diabetes Using LC-MS/MS and Machine Learning.

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Title: Development of a Novel Hydroxylamine-Based Stable Isotope Labeling Reagent for Profiling Aldehyde Metabolic Biomarkers in Diabetes Using LC-MS/MS and Machine Learning.
Authors: Du C; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China., Zhang Y; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China., Zhu W; Department of Biomedical Engineering, College of Life Science and Techology, Huazhong University of Science and Technology, Wuhan 430016, China., Liu X; Department of Laboratory Medicine, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430016, China., Liu N; Department of Biomedical Engineering, College of Life Science and Techology, Huazhong University of Science and Technology, Wuhan 430016, China., He Z; Wuhan Center for Control & Prevention, Wuhan 430060, China., Liu J; Wuhan Center for Control & Prevention, Wuhan 430060, China., Lin Y; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China., Hu X; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China.
Source: Analytical chemistry [Anal Chem] 2025 Oct 21; Vol. 97 (41), pp. 22817-22825. Date of Electronic Publication: 2025 Oct 10.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0370536 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6882 (Electronic) Linking ISSN: 00032700 NLM ISO Abbreviation: Anal Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Development of a Novel Hydroxylamine-Based Stable Isotope Labeling Reagent for Profiling Aldehyde Metabolic Biomarkers in Diabetes Using LC-MS/MS and Machine Learning.
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  Data: <searchLink fieldCode="AU" term="%22Du+C%22">Du C</searchLink>; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China.<br /><searchLink fieldCode="AU" term="%22Zhu+W%22">Zhu W</searchLink>; Department of Biomedical Engineering, College of Life Science and Techology, Huazhong University of Science and Technology, Wuhan 430016, China.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; Department of Laboratory Medicine, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430016, China.<br /><searchLink fieldCode="AU" term="%22Liu+N%22">Liu N</searchLink>; Department of Biomedical Engineering, College of Life Science and Techology, Huazhong University of Science and Technology, Wuhan 430016, China.<br /><searchLink fieldCode="AU" term="%22He+Z%22">He Z</searchLink>; Wuhan Center for Control & Prevention, Wuhan 430060, China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; Wuhan Center for Control & Prevention, Wuhan 430060, China.<br /><searchLink fieldCode="AU" term="%22Lin+Y%22">Lin Y</searchLink>; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China.<br /><searchLink fieldCode="AU" term="%22Hu+X%22">Hu X</searchLink>; Department of Chemistry, School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430070, China.
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      – TitleFull: Development of a Novel Hydroxylamine-Based Stable Isotope Labeling Reagent for Profiling Aldehyde Metabolic Biomarkers in Diabetes Using LC-MS/MS and Machine Learning.
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              Text: 2025 Oct 21
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