Single-Cell Proteomics: The Critical Role of Nanotechnology

被引:17
作者
Arias-Hidalgo, Carlota [1 ,2 ]
Juanes-Velasco, Pablo [1 ,2 ]
Landeira-Vinuela, Alicia [1 ,2 ]
Garcia-Vaquero, Marina L. [1 ,2 ]
Montalvillo, Enrique [1 ,2 ]
Gongora, Rafael [1 ,2 ]
Hernandez, Angela-Patricia [1 ,2 ,3 ]
Fuentes, Manuel [1 ,2 ,4 ]
机构
[1] USAL, CSIC, IBSAL, Canc Res Ctr IBMCC,CIBERONC,Dept Med, Salamanca 37007, Spain
[2] USAL, CSIC, IBSAL, Canc Res Ctr IBMCC,CIBERONC,Gen Cytometry Serv Nu, Salamanca 37007, Spain
[3] Univ Salamanca, Fac Pharm, Dept Pharmaceut Sci Organ Chem, CIETUS,IBSAL, Salamanca 37007, Spain
[4] USAL, CSIC, IBSAL, Prote Unit,Canc Res Ctr IBMCC, Salamanca 37007, Spain
关键词
single-cell proteomics; nanotechnology; mass-spectrometry; antibodies; biological variability; cancer immunotherapy; clinical research; STOCHASTIC GENE-EXPRESSION; FUNCTIONAL-HETEROGENEITY; GEL-ELECTROPHORESIS; SAMPLE PREPARATION; MASS-SPECTROMETRY; MICROFLUIDICS; TRANSCRIPTOME; CHANCE;
D O I
10.3390/ijms23126707
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In single-cell analysis, biological variability can be attributed to individual cells, their specific state, and the ability to respond to external stimuli, which are determined by protein abundance and their relative alterations. Mass spectrometry (MS)-based proteomics (e.g., SCoPE-MS and SCoPE2) can be used as a non-targeted method to detect molecules across hundreds of individual cells. To achieve high-throughput investigation, novel approaches in Single-Cell Proteomics (SCP) are needed to identify and quantify proteins as accurately as possible. Controlling sample preparation prior to LC-MS analysis is critical, as it influences sensitivity, robustness, and reproducibility. Several nanotechnological approaches have been developed for the removal of cellular debris, salts, and detergents, and to facilitate systematic sample processing at the nano- and microfluidic scale. In addition, nanotechnology has enabled high-throughput proteomics analysis, which have required the improvement of software tools, such as DART-ID or DO-MS, which are also fundamental for addressing key biological questions. Single-cell proteomics has many applications in nanomedicine and biomedical research, including advanced cancer immunotherapies or biomarker characterization, among others; and novel methods allow the quantification of more than a thousand proteins while analyzing hundreds of single cells.
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页数:19
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共 87 条
[1]   Nanomedicine and Onco-Immunotherapy: From the Bench to Bedside to Biomarkers [J].
Acebes-Fernandez, Vanessa ;
Landeira-Vinuela, Alicia ;
Juanes-Velasco, Pablo ;
Hernandez, Angela-Patricia ;
Otazo-Perez, Andrea ;
Manzano-Roman, Raul ;
Gongora, Rafael ;
Fuentes, Manuel .
NANOMATERIALS, 2020, 10 (07) :1-72
[2]   MALDI Imaging mass spectrometry: current frontiers and perspectives in pathology research and practice [J].
Aichler, Michaela ;
Walch, Axel .
LABORATORY INVESTIGATION, 2015, 95 (04) :422-431
[3]   Features of Peptide Fragmentation Spectra in Single-Cell Proteomics [J].
Boekweg, Hannah ;
Watt, Daisha Van Der ;
Truong, Thy ;
Johnston, S. Madisyn ;
Guise, Amanda J. ;
Plowey, Edward D. ;
Kelly, Ryan T. ;
Payne, Samuel H. .
JOURNAL OF PROTEOME RESEARCH, 2022, 21 (01) :182-188
[4]   Ultra-high sensitivity mass spectrometry quantifies single-cell proteome changes upon perturbation [J].
Brunner, Andreas-David ;
Thielert, Marvin ;
Vasilopoulou, Catherine ;
Ammar, Constantin ;
Coscia, Fabian ;
Mund, Andreas ;
Hoerning, Ole B. ;
Bache, Nicolai ;
Apalategui, Amalia ;
Lubeck, Markus ;
Richter, Sabrina ;
Fischer, David S. ;
Raether, Oliver ;
Park, Melvin A. ;
Meier, Florian ;
Theis, Fabian J. ;
Mann, Matthias .
MOLECULAR SYSTEMS BIOLOGY, 2022, 18 (03)
[5]   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
[6]   Development of targeted protein degradation therapeutics [J].
Chamberlain, Philip P. ;
Hamann, Lawrence G. .
NATURE CHEMICAL BIOLOGY, 2019, 15 (10) :937-944
[7]   DART-ID increases single-cell proteome coverage [J].
Chen, Albert Tian ;
Franks, Alexander ;
Slavov, Nikolai .
PLOS COMPUTATIONAL BIOLOGY, 2019, 15 (07)
[8]   Oncology Meets Immunology: The Cancer-Immunity Cycle [J].
Chen, Daniel S. ;
Mellman, Ira .
IMMUNITY, 2013, 39 (01) :1-10
[9]   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
[10]   De novo peptide sequencing via tandem mass spectrometry [J].
Dancík, V ;
Addona, TA ;
Clauser, KR ;
Vath, JE ;
Pevzner, PA .
JOURNAL OF COMPUTATIONAL BIOLOGY, 1999, 6 (3-4) :327-342