Single-cell metabolomics could be used to discover the chemical strategies of cells for coping with chemical or environmental stress because metabolomics provides a more immediate and dynamic picture of cell functionality. However, these small-molecule metabolites are the most difficult to measure because they characterize rapid metabolic dynamics, structural diversity, and incapacity to achieve signal amplification or labeling. In order to solve above problems, we presented a surface-enhanced Raman scattering (SERS)-microfluidic droplet platform to realize the label-free simultaneous analysis of multiplexed metabolites at the single-cell level via a versatile magnetic SERS substrate composed by silver nanoparticles (AgNPs, 30 nm)-decorated 400 nm Fe3O4 magnetic microspheres. This metal-magnetic composite substrate is beneficial to efficient adsorption of single cell metabolites, fast separation from complex matrixes, and high SERS sensitivity. Also, the endocytosis effect can be fully prohibited due to its relatively large size. This work achieves label-free, nondestructive, simultaneous determination of three single-cell metabolites, pyruvate, adenosine triphosphate (ATP), and lactate, owing to their intrinsic SERS fingerprints. The "hotspots" effect induced by the magnetic aggregation of Fe3O4@AgNPs allows highly sensitive SERS detection. Encapsulating metabolites in such a limited and isolated droplet accelerates the process of diffusion and adsorption equilibriums. Activation with saponin for metabolites was assessed on different cell lines. The SERS-microdroplet platform is a powerful tool for exploring single-cell heterogeneity at the metabolic level.
机构:
Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Cheng, Shiyi
Fu, Sipei
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Boston Univ, Dept Biol, 5 Cummington St, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Fu, Sipei
Kim, Yumi Mun
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Boston Univ, Dept Philosophy & Neurosci, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Kim, Yumi Mun
Song, Weiye
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机构:
Boston Univ, Sch Med, Boston Med Ctr, Dept Med, Boston, MA 02118 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Song, Weiye
Li, Yunzhe
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Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Li, Yunzhe
Xue, Yujia
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机构:
Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Xue, Yujia
Yi, Ji
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机构:
Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Boston Univ, Sch Med, Boston Med Ctr, Dept Med, Boston, MA 02118 USA
Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
Johns Hopkins Univ, Dept Biomed Engn & Ophthalmol, Baltimore, MD 21231 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Yi, Ji
Tian, Lei
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Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USABoston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
机构:
Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R China
China Pharmaceut Univ, Dept Pharmaceut Anal, Nanjing 211198, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Han, Lingfei
Zhu, Chengcheng
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Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Zhu, Chengcheng
Tan, Zheng
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Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Tan, Zheng
Wang, Jin
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Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Wang, Jin
Liao, Xuewei
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Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Liao, Xuewei
Xia, Xing-Hua
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机构:
Nanjing Univ, State Key Lab Analyt Chem Life Sci, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Xia, Xing-Hua
Wang, Chen
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Nanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Testing Ctr, Nanjing 210023, Peoples R China
Nanjing Univ, State Key Lab Analyt Chem Life Sci, Nanjing 210023, Peoples R ChinaNanjing Normal Univ, Coll Chem & Mat Sci & Analyt, Nanjing 210023, Peoples R China
机构:
Univ Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USAUniv Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USA
Carey, Thomas R.
Cotner, Kristen L.
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机构:
Univ Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USAUniv Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USA
Cotner, Kristen L.
Li, Brian
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机构:
Univ Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USAUniv Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USA
Li, Brian
Sohn, Lydia L.
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Univ Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Mech Engn, Berkeley, CA 94720 USAUniv Calif Berkeley, UC Berkeley UC San Francisco Grad Program Bioengn, Grad Div, Berkeley, CA 94720 USA
机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Yang, Jiaqi
Ye, Ziyun
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Ye, Ziyun
Xue, Qilu
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Xue, Qilu
Li, Dandan
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Li, Dandan
Liang, Minghui
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Liang, Minghui
Li, Guoqian
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Li, Guoqian
Liu, Huanhuan
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Liu, Huanhuan
Yi, Langlang
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Yi, Langlang
Hu, Bo
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机构:
Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Hebei Univ Engn, Sch Math & Phys Sci & Engn, Handan 056038, Hebei, Peoples R China
Xian Intelligent Precis Diag & Treatment Int Sci &, Xian 710126, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Hu, Bo
Yin, Pengju
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机构:
Hebei Univ Engn, Sch Math & Phys Sci & Engn, Handan 056038, Hebei, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Yin, Pengju
Ge, Guanqun
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机构:
Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Breast Surg, Xian 710061, Shaanxi, Peoples R ChinaXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Ge, Guanqun
Dmitriy, Klyuyev
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机构:
Karaganda Med Univ, Inst Life Sci, Karaganda 100008, KazakhstanXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Dmitriy, Klyuyev
Maciuk, Alexandre
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机构:
Univ Paris Saclay, BioCIS, CNRS, F-91400 Orsay, FranceXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
Maciuk, Alexandre
Figadere, Bruno
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机构:
Univ Paris Saclay, BioCIS, CNRS, F-91400 Orsay, FranceXidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China