Streamlined single-cell proteomics by an integrated microfluidic chip and data-independent acquisition mass spectrometry

被引:144
作者
Gebreyesus, Sofani Tafesse [1 ,2 ,3 ]
Siyal, Asad Ali [1 ,4 ,5 ]
Kitata, Reta Birhanu [1 ]
Chen, Eric Sheng-Wen [1 ]
Enkhbayar, Bayarmaa [4 ,6 ]
Angata, Takashi [6 ]
Lin, Kuo-I [7 ]
Chen, Yu-Ju [1 ,3 ,4 ,8 ,9 ]
Tu, Hsiung-Lin [1 ,2 ,4 ,8 ,9 ]
机构
[1] Acad Sinica, Inst Chem, Taipei 11529, Taiwan
[2] Acad Sinica, Nano Sci & Technol Program, Taiwan Int Grad Program, Taipei 11529, Taiwan
[3] Natl Taiwan Univ, Dept Chem, Taipei 10617, Taiwan
[4] Acad Sinica, Taiwan Int Grad Program, Chem Biol & Mol Biophys Program, Taipei 11529, Taiwan
[5] Natl Tsing Hua Univ, Dept Chem, Hsinchu 30013, Taiwan
[6] Acad Sinica, Inst Biol Chem, Taipei 11529, Taiwan
[7] Acad Sinica, Genom Res Ctr, Taipei 11529, Taiwan
[8] Acad Sinica, Genome & Syst Biol Degree Program, Taipei 10617, Taiwan
[9] Natl Taiwan Univ, Taipei 10617, Taiwan
关键词
LABEL-FREE; FUTURE;
D O I
10.1038/s41467-021-27778-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Single-cell proteomics can reveal cellular phenotypic heterogeneity and cell-specific functional networks underlying biological processes. Here, we present a streamlined workflow combining microfluidic chips for all-in-one proteomic sample preparation and data-independent acquisition (DIA) mass spectrometry (MS) for proteomic analysis down to the single-cell level. The proteomics chips enable multiplexed and automated cell isolation/counting/imaging and sample processing in a single device. Combining chip-based sample handling with DIA-MS using project-specific mass spectral libraries, we profile on average similar to 1,500 protein groups across 20 single mammalian cells. Applying the chip-DIA workflow to profile the proteomes of adherent and non-adherent malignant cells, we cover a dynamic range of 5 orders of magnitude with good reproducibility and <16% missing values between runs. Taken together, the chip-DIA workflow offers all-in-one cell characterization, analytical sensitivity and robustness, and the option to add additional functionalities in the future, thus providing a basis for advanced single-cell proteomics applications.
引用
收藏
页数:13
相关论文
共 45 条
[1]   Mass-spectrometric exploration of proteome structure and function [J].
Aebersold, Ruedi ;
Mann, Matthias .
NATURE, 2016, 537 (7620) :347-355
[2]   Mass spectrometry-based proteomics: existing capabilities and future directions [J].
Angel, Thomas E. ;
Aryal, Uma K. ;
Hengel, Shawna M. ;
Baker, Erin S. ;
Kelly, Ryan T. ;
Robinson, Errol W. ;
Smith, Richard D. .
CHEMICAL SOCIETY REVIEWS, 2012, 41 (10) :3912-3928
[3]   How Can Systems Biology Test Principles and Tools Using Immune Cells as a Model? [J].
不详 .
CELL SYSTEMS, 2018, 6 (02) :146-148
[4]   Mass Cytometry: Technique for Real Time Single Cell Multitarget Immunoassay Based on Inductively Coupled Plasma Time-of-Flight Mass Spectrometry [J].
Bandura, Dmitry R. ;
Baranov, Vladimir I. ;
Ornatsky, Olga I. ;
Antonov, Alexei ;
Kinach, Robert ;
Lou, Xudong ;
Pavlov, Serguei ;
Vorobiev, Sergey ;
Dick, John E. ;
Tanner, Scott D. .
ANALYTICAL CHEMISTRY, 2009, 81 (16) :6813-6822
[5]   Extending the Limits of Quantitative Proteome Profiling with Data-Independent Acquisition and Application to Acetaminophen-Treated Three-Dimensional Liver Microtissues [J].
Bruderer, Roland ;
Bernhardt, Oliver M. ;
Gandhi, Tejas ;
Miladinovic, Sasa M. ;
Cheng, Lin-Yang ;
Messner, Simon ;
Ehrenberger, Tobias ;
Zanotelli, Vito ;
Butscheid, Yulia ;
Escher, Claudia ;
Vitek, Olga ;
Rinner, Oliver ;
Reiter, Lukas .
MOLECULAR & CELLULAR PROTEOMICS, 2015, 14 (05) :1400-1410
[6]   SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation [J].
Budnik, Bogdan ;
Levy, Ezra ;
Harmange, Guillaume ;
Slavov, Nikolai .
GENOME BIOLOGY, 2018, 19
[7]   Targeting B cell receptor signalling in cancer: preclinical and clinical advances [J].
Burger, Jan A. ;
Wiestner, Adrian .
NATURE REVIEWS CANCER, 2018, 18 (03) :148-167
[8]   Single-Cell (Multi)omics Technologies [J].
Chappell, Lia ;
Russell, Andrew J. C. ;
Voet, Thierry .
ANNUAL REVIEW OF GENOMICS AND HUMAN GENETICS, VOL 19, 2018, 19 :15-41
[9]   Ultrasensitive Proteome Profiling for 100 Living Cells by Direct Cell Injection, Online Digestion and Nano-LC-MS/MS Analysis [J].
Chen, Qi ;
Yan, Guoquan ;
Gao, Mingxia ;
Zhang, Xiangmin .
ANALYTICAL CHEMISTRY, 2015, 87 (13) :6674-6680
[10]   Ultrasensitive single-cell proteomics workflow identifies >1000 protein groups per mammalian cell [J].
Cong, Yongzheng ;
Motamedchaboki, Khatereh ;
Misal, Santosh A. ;
Liang, Yiran ;
Guise, Amanda J. ;
Truong, Thy ;
Huguet, Romain ;
Plowey, Edward D. ;
Zhu, Ying ;
Lopez-Ferrer, Daniel ;
Kelly, Ryan T. .
CHEMICAL SCIENCE, 2021, 12 (03) :1001-1006