Data-Dependent Acquisition Ladder for Capillary Electrophoresis Mass Spectrometry-Based Ultrasensitive (Neuro)Proteomics

被引:25
作者
Choi, Sam B. [1 ,2 ]
Munoz-LLancao, Pablo [3 ,4 ,5 ]
Manzini, M. Chiara [3 ,4 ]
Nemes, Peter [1 ,6 ,7 ]
机构
[1] Univ Maryland, Dept Chem & Biochem, College Pk, MD 20742 USA
[2] George Washington Univ, Dept Chem, Washington, DC 20037 USA
[3] George Washington Univ, Dept Pharmacol & Physiol, Washington, DC 20037 USA
[4] Rutgers Robert Wood Johnson Med Sch, Dept Neurosci & Cell Biol, New Brunswick, NJ 08901 USA
[5] Yale Univ, Sch Med, Dept Cell Biol, New Haven, CT 06510 USA
[6] George Washington Univ, Sch Med & Hlth Sci, Dept Chem, Washington, DC 20037 USA
[7] George Washington Univ, Sch Med & Hlth Sci, Dept Anat & Cell Biol, Washington, DC 20037 USA
关键词
PRECURSOR ION-EXCLUSION; HIGH PEAK-CAPACITY; BOTTOM-UP ANALYSIS; ZONE-ELECTROPHORESIS; PROTEOMICS; SENSITIVITY; IDENTIFICATIONS; HETEROGENEITY; PLATFORM;
D O I
10.1021/acs.analchem.1c03327
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Measurement of broad types of proteins from a small number of cells to single cells would help to better understand the nervous system but requires significant leaps in sensitivity in high-resolution mass spectrometry (HRMS). Micro-analytical capillary electrophoresis electrospray ionization (CE-ESI) offers a path to ultrasensitive proteomics by integrating scalability with sensitivity. Here, we systematically evaluate performance limitations in this technology to develop a data acquisition strategy with deeper coverage of the neuroproteome from trace amounts of starting materials than traditional dynamic exclusion. During standard data-dependent acquisition (DDA), compact migration challenged the duty cycle of second-stage transitions and redundant targeting of abundant peptide signals lowered their identification success rate. DDA was programmed to progressively exclude a static set of high-intensity peptide signals throughout replicate measurements, essentially forming rungs of a "DDA ladder." The method was tested for similar to 500 pg portions of a protein digest from cultured hippocampal (primary) neurons (mouse), which estimated the total amount of protein from a single neuron. The analysis of similar to 5 ng of protein digest over all replicates, approximating similar to 10 neurons, identified 428 nonredundant proteins (415 quantified), an similar to 35% increase over traditional DDA. The identified proteins were enriched in neuronal marker genes and molecular pathways of neurobiological importance. The DDA ladder enhances CE-HRMS sensitivity to single-neuron equivalent amounts of proteins, thus expanding the analytical toolbox of neuroscience.
引用
收藏
页码:15964 / 15972
页数:9
相关论文
共 48 条
[1]   Cellular Heterogeneity: Do Differences Make a Difference? [J].
Altschuler, Steven J. ;
Wu, Lani F. .
CELL, 2010, 141 (04) :559-563
[2]   Intelligent Data Acquisition Blends Targeted and Discovery Methods [J].
Bailey, Derek J. ;
McDevitt, Molly T. ;
Westphall, Michael S. ;
Pagliarini, David J. ;
Coon, Joshua J. .
JOURNAL OF PROTEOME RESEARCH, 2014, 13 (04) :2152-2161
[3]  
Brunner A-D., 2021, ULTRAHIGH SENSITIVIT, DOI DOI 10.1101/2020.12.22.423933
[4]   Strong cation exchange-reversed phase liquid chromatography-capillary zone electrophoresis-tandem mass spectrometry platform with high peak capacity for deep bottom-up proteomics [J].
Chen, Daoyang ;
Shen, Xiaojing ;
Sun, Liangliang .
ANALYTICA CHIMICA ACTA, 2018, 1012 :1-9
[5]   Capillary zone electrophoresis-mass spectrometry with microliter-scale loading capacity, 140 min separation window and high peak capacity for bottom-up proteomics [J].
Chen, Daoyang ;
Shen, Xiaojing ;
Sun, Liangliang .
ANALYST, 2017, 142 (12) :2118-2127
[6]   Enhanced Peptide Detection Toward Single-Neuron Proteomics by Reversed-Phase Fractionation Capillary Electrophoresis Mass Spectrometry [J].
Choi, Sam B. ;
Lombard-Banek, Camille ;
Munoz-LLancao, Pablo ;
Manzini, M. Chiara ;
Nemes, Peter .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2018, 29 (05) :913-922
[7]   Tapered-Tip Capillary Electrophoresis Nano-Electrospray Ionization Mass Spectrometry for Ultrasensitive Proteomics: the Mouse Cortex [J].
Choi, Sam B. ;
Zamarbide, Marta ;
Manzini, M. Chiara ;
Nemes, Peter .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2017, 28 (04) :597-607
[8]   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
[9]   Capillary Electrophoresis-Mass Spectrometry at Trial by Metabo-Ring: Effective Electrophoretic Mobility for Reproducible and Robust Compound Annotation [J].
Drouin, Nicolas ;
van Mever, Marlien ;
Zhang, Wei ;
Tobolkina, Elena ;
Ferre, Sabrina ;
Servais, Anne-Catherine ;
Gou, Marie-Jia ;
Nyssen, Laurent ;
Fillet, Marianne ;
Lageveen-Kammeijer, Guinevere S. M. ;
Nouta, Jan ;
Chetwynd, Andrew J. ;
Lynch, Iseult ;
Thorn, James A. ;
Meixner, Jens ;
Lossner, Christopher ;
Taverna, Myriam ;
Liu, Sylvie ;
Tran, N. Thuy ;
Francois, Yannis ;
Lechner, Antony ;
Nehm, Reine ;
Banni, Ghassan Al Hamoui Dit ;
Nasreddine, Rouba ;
Colas, Cyril ;
Lindner, Herbert H. ;
Faserl, Klaus ;
Neusuess, Christian ;
Nelke, Manuel ;
Laemmerer, Stefan ;
Perrin, Catherine ;
Bich-Muracciole, Claudia ;
Barbas, Coral ;
Lopez Gonzalvez, Angeles ;
Guttman, Andras ;
Szigeti, Marton ;
Britz-McKibbin, Philip ;
Kroezen, Zachary ;
Shanmuganathan, Meera ;
Nemes, Peter ;
Portero, Erika P. ;
Hankemeier, Thomas ;
Codesido, Santiago ;
Gonzalez-Ruiz, Victor ;
Rudaz, Serge ;
Ramautar, Rawi .
ANALYTICAL CHEMISTRY, 2020, 92 (20) :14103-14112
[10]   Deciphering Metabolic Heterogeneity by Single-Cell Analysis [J].
Evers, Tom M. J. ;
Hochane, Mazene ;
Tans, Sander J. ;
Heeren, Ron M. A. ;
Semrau, Stefan ;
Nemes, Peter ;
Mashaghi, Alireza .
ANALYTICAL CHEMISTRY, 2019, 91 (21) :13314-13323