Multiplex Profiling of Biomarker and Drug Uptake in Single Cells Using Microfluidic Flow Cytometry and Mass Spectrometry.
Xuan ZhangXing WeiCheng-Xin WuXue MenJiao WangJun-Jie BaiXiao-Yan SunYu WangTing YangChwee-Teck LimMing-Li ChenJian-Hua WangPublished in: ACS nano (2024)
To perform multiplex profiling of single cells and eliminate the risk of potential sample loss caused by centrifugation, we developed a microfluidic flow cytometry and mass spectrometry system (μCytoMS) to evaluate the drug uptake and induced protein expression at the single cell level. It involves a microfluidic chip for the alignment and purification of single cells followed by detection with laser-induced fluorescence (LIF) and inductively coupled plasma mass spectrometry (ICP-MS). Biofunctionalized nanoprobes (BioNPs), conjugating ∼3000 6-FAM-Sgc8 aptamers on a single gold nanoparticle (AuNP) ( K d = 0.23 nM), were engineered to selectively bind with protein tyrosine kinase 7 (PTK7) on target cells. PTK7 expression induced by oxaliplatin (OXA) uptake was assayed with LIF, while ICP-MS measurement of 195 Pt revealed OXA uptake of the drug in individual cells, which provided further in-depth information about the drug in relation to PTK7 expression. At an ultralow flow of ∼0.043 dyn/cm 2 (20 μL/min), the chip facilitates the extremely fast focusing of BioNPs labeled single cells without the need for centrifugal purification. It ensures multiplex profiling of single cells at a throughput speed of 500 cells/min as compared to 40 cells/min in previous studies. Using a machine learning algorithm to initially profile drug uptake and marker expression in tumor cell lines, μCytoMS was able to perform in situ profiling of the PTK7 response to the OXA at single-cell resolution for tests done on clinical samples from 10 breast cancer patients. It offers great potential for multiplex single-cell phenotypic analysis and clinical diagnosis.
Keyphrases
- induced apoptosis
- single cell
- mass spectrometry
- cell cycle arrest
- high throughput
- machine learning
- tyrosine kinase
- poor prognosis
- signaling pathway
- rna seq
- endoplasmic reticulum stress
- multiple sclerosis
- cell death
- high resolution
- flow cytometry
- oxidative stress
- liquid chromatography
- drug induced
- climate change
- pi k akt
- artificial intelligence
- quantum dots
- long non coding rna
- health information
- social media
- multidrug resistant
- high glucose
- amino acid
- data analysis
- recombinant human