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1.
Nat Commun ; 15(1): 4387, 2024 May 23.
Article in English | MEDLINE | ID: mdl-38782922

ABSTRACT

Comprehensive single-cell metabolic profiling is critical for revealing phenotypic heterogeneity and elucidating the molecular mechanisms underlying biological processes. However, single-cell metabolomics remains challenging because of the limited metabolite coverage and inability to discriminate isomers. Herein, we establish a single-cell metabolomics platform for in-depth organic mass cytometry. Extended single-cell analysis time guarantees sufficient MS/MS acquisition for metabolite identification and the isomers discrimination while online sampling ensures the high-throughput of the method. The largest number of identified metabolites (approximately 600) are achieved in single cells and fine subtyping of MCF-7 cells is first demonstrated by an investigation on the differential levels of 3-hydroxybutanoic acid among clusters. Single-cell transcriptome analysis reveals differences in the expression of 3-hydroxybutanoic acid downstream antioxidative stress genes, such as metallothionein 2 (MT2A), while a fluorescence-activated cell sorting assay confirms the positive relationship between 3-hydroxybutanoic acid and target proteins; these results suggest that the heterogeneity of 3-hydroxybutanoic acid provides cancer cells with different ability to resist surrounding oxidative stress. Our method paves the way for deep single-cell metabolome profiling and investigations on the physiological and pathological processes that occur during cancer.


Subject(s)
Metabolomics , Single-Cell Analysis , Humans , Single-Cell Analysis/methods , Metabolomics/methods , MCF-7 Cells , Metabolome , Tandem Mass Spectrometry/methods , Flow Cytometry/methods , Hydroxybutyrates/metabolism , Oxidative Stress , Gene Expression Profiling/methods
2.
Chem Commun (Camb) ; 57(14): 1802-1805, 2021 Feb 18.
Article in English | MEDLINE | ID: mdl-33476344

ABSTRACT

We report supramolecular helical assembly in water of ß-turn structured bis(N-amidothioureas) containing Br-substitutes of moderate halogen bonding ability, promoted by stronger hydrophobic interaction. The helical polymers show an unusual negative nonlinear CD-ee dependence.

3.
J Org Chem ; 85(15): 9844-9849, 2020 08 07.
Article in English | MEDLINE | ID: mdl-32584574

ABSTRACT

A C-terminal amidothiourea motif is shown to promote a ß-turn-like folded conformation in a series of ß-amino acid-based short peptides in both the solid state and solution phase by an intramolecular 11-membered ring hydrogen bond.

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