Program Official

Principal Investigator

Tujin
Shi
Awardee Organization

Battelle Pacific Northwest Laboratories
United States

Fiscal Year
2020
Activity Code
R21
Project End Date

An ultrasensitive targeted mass spectrometry system for proteomics analysis of single cells

Cancer is a heterogeneous disease originating from an accumulation of genetic and epigenetic mutations in a single normal cell. Precise characterization of a broad spectrum of heterogeneous populations of tumor cells within individual patients at different molecular levels would greatly facilitate understanding of tumor initiation, progression, metastasis and therapeutic response with the potential to move toward precision medicine. With recent advances in antibody-based flow cytometry and mass cytometry, high-throughput targeted proteomics analysis of single cells has become possible. However, they share common shortcomings with other antibody-based methods, and lack quantitation accuracy to provide absolute protein amounts or concentrations. Mass spectrometry (MS)-based targeted proteomics has emerged as an alternative in terms of its being antibody-free, high multiplex, and high precision/accuracy. However, there are two major technical challenges for targeted MS analysis of single cells: 1) effective processing of single cells, and 2) sufficient MS sensitivity. To address these two challenges, we propose to develop an ultrasensitive targeted MS system for enabling rapid, comprehensive, precise analysis of single cells. The new development is built upon 1) incorporation of a new `carrier protein' concept into our simplified nano-proteomics preparation platform (SNaPP) for automated robust processing of single cells, and 2) leveraging disruptive MS technologies pioneered at Pacific Northwest National Laboratory with effective integration of high-efficiency SPIN (subambient pressure ionization with nanoelectrospray) source and ultrafast high-resolution SLIM (structures for lossless ion manipulation)-based ion mobility separation with a state-of-the-art high resolution/ sensitivity time-of-flight (TOF) MS through electrodynamic ion funnel interfaces for high-efficiency ion transmission. When coupling with ultralow-flow high-resolution reversed-phase liquid chromatography (LC), the new MS platform is expected to provide >50 and ~100-fold improvement in sensitivity and sample throughput, respectively (i.e., ~0.2-2 zmols or ~120-1200 molecules of sensitivity and ~5-10 mins per sample) when compared to standard targeted MS platforms. In combination with cSNaPP for effective processing of single cells, such levels of improvement could allow the new LC-MS platform for precise quantification of the majority of the entire proteome in single cells and ~150 samples per day. We anticipate that the new MS system will become a convenient indispensable quantitation tool for routine proteomics analysis of single cells and make substantial contributions to current biomedical research.

Publications

  • Moghieb A, Tesfay L, Nie S, Gritsenko M, Fillmore TL, Jacobs JM, Smith RD, Torti FM, Torti SV, Shi T, Ansong C. A Targeted Mass Spectrometric Assay for Reliable Sensitive Hepcidin Quantification. Scientific reports. 2019 May 13;9(1):7264. PMID: 31086210
  • Tsai CF, Zhao R, Williams SM, Moore RJ, Schultz K, Chrisler WB, Pasa-Tolic L, Rodland KD, Smith RD, Shi T, Zhu Y, Liu T. An Improved Boosting to Amplify Signal with Isobaric Labeling (iBASIL) Strategy for Precise Quantitative Single-cell Proteomics. Molecular & cellular proteomics : MCP. 2020 May;19(5):828-838. Epub 2020 Mar 3. PMID: 32127492
  • Lin TT, Zhang T, Kitata RB, Liu T, Smith RD, Qian WJ, Shi T. Mass spectrometry-based targeted proteomics for analysis of protein mutations. Mass spectrometry reviews. 2023 Mar;42(2):796-821. Epub 2021 Oct 31. PMID: 34719806
  • Zhang P, Gaffrey MJ, Zhu Y, Chrisler WB, Fillmore TL, Yi L, Nicora CD, Zhang T, Wu H, Jacobs J, Tang K, Kagan J, Srivastava S, Rodland KD, Qian WJ, Smith RD, Liu T, Wiley HS, Shi T. Carrier-Assisted Single-Tube Processing Approach for Targeted Proteomics Analysis of Low Numbers of Mammalian Cells. Analytical chemistry. 2019 Jan 15;91(2):1441-1451. Epub 2018 Dec 28. PMID: 30557009
  • Kitata RB, Hu LY, Lin TT, Nicora CD, Fillmore TL, Nie S, Hudson RD, Liu T, Leach RJ, Liu AY, Qian WJ, Shi T. Targeted Mass Spectrometry Assays for Specific Quantification of Urinary proPSA Isoforms. Journal of proteome research. 2023 Mar 3;22(3):942-950. Epub 2023 Jan 10. PMID: 36626706
  • Tsai CF, Zhang P, Scholten D, Martin K, Wang YT, Zhao R, Chrisler WB, Patel DB, Dou M, Jia Y, Reduzzi C, Liu X, Moore RJ, Burnum-Johnson KE, Lin MH, Hsu CC, Jacobs JM, Kagan J, Srivastava S, Rodland KD, Steven Wiley H, Qian WJ, Smith RD, Zhu Y, Cristofanilli M, Liu T, Liu H, Shi T. Surfactant-assisted one-pot sample preparation for label-free single-cell proteomics. Communications biology. 2021 Mar 1;4(1):265. PMID: 33649493
  • Dou M, Clair G, Tsai CF, Xu K, Chrisler WB, Sontag RL, Zhao R, Moore RJ, Liu T, Pasa-Tolic L, Smith RD, Shi T, Adkins JN, Qian WJ, Kelly RT, Ansong C, Zhu Y. High-Throughput Single Cell Proteomics Enabled by Multiplex Isobaric Labeling in a Nanodroplet Sample Preparation Platform. Analytical chemistry. 2019 Oct 15;91(20):13119-13127. Epub 2019 Sep 25. PMID: 31509397
  • Tsai CF, Wang YT, Hsu CC, Kitata RB, Chu RK, Velickovic M, Zhao R, Williams SM, Chrisler WB, Jorgensen ML, Moore RJ, Zhu Y, Rodland KD, Smith RD, Wasserfall CH, Shi T, Liu T. A streamlined tandem tip-based workflow for sensitive nanoscale phosphoproteomics. Communications biology. 2023 Jan 18;6(1):70. PMID: 36653408
  • Tan Z, Zhu J, Stemmer PM, Sun L, Yang Z, Schultz K, Gaffrey MJ, Cesnik AJ, Yi X, Hao X, Shortreed MR, Shi T, Lubman DM. Comprehensive Detection of Single Amino Acid Variants and Evaluation of Their Deleterious Potential in a PANC-1 Cell Line. Journal of proteome research. 2020 Apr 3;19(4):1635-1646. Epub 2020 Feb 27. PMID: 32058723
  • Tsai CF, Smith JS, Eiger DS, Martin K, Liu T, Smith RD, Shi T, Rajagopal S, Jacobs JM. Mass Spectrometry-Based Proteomics for Analysis of Hydrophilic Phosphopeptides. Methods in molecular biology (Clifton, N.J.). 2021;2259:247-257. PMID: 33687720
  • Habowski AN, Flesher JL, Bates JM, Tsai CF, Martin K, Zhao R, Ganesan AK, Edwards RA, Shi T, Wiley HS, Shi Y, Hertel KJ, Waterman ML. Transcriptomic and proteomic signatures of stemness and differentiation in the colon crypt. Communications biology. 2020 Aug 19;3(1):453. PMID: 32814826
  • Martin K, Zhang T, Zhang P, Chrisler WB, Thomas FL, Liu F, Liu T, Qian WJ, Smith RD, Shi T. Carrier-assisted One-pot Sample Preparation for Targeted Proteomics Analysis of Small Numbers of Human Cells. Journal of visualized experiments : JoVE. 2020 Nov 6;(165). PMID: 33226031
  • Dou M, Tsai CF, Piehowski PD, Wang Y, Fillmore TL, Zhao R, Moore RJ, Zhang P, Qian WJ, Smith RD, Liu T, Kelly RT, Shi T, Zhu Y. Automated Nanoflow Two-Dimensional Reversed-Phase Liquid Chromatography System Enables In-Depth Proteome and Phosphoproteome Profiling of Nanoscale Samples. Analytical chemistry. 2019 Aug 6;91(15):9707-9715. Epub 2019 Jul 9. PMID: 31241912
  • Wang YT, Shi T, Srivastava S, Kagan J, Liu T, Rodland KD. Proteomic Analysis of Exosomes for Discovery of Protein Biomarkers for Prostate and Bladder Cancer. Cancers. 2020 Aug 19;12. (9). PMID: 32825017
  • Tsai CF, Smith JS, Krajewski K, Zhao R, Moghieb AM, Nicora CD, Xiong X, Moore RJ, Liu T, Smith RD, Jacobs JM, Rajagopal S, Shi T. Tandem Mass Tag Labeling Facilitates Reversed-Phase Liquid Chromatography-Mass Spectrometry Analysis of Hydrophilic Phosphopeptides. Analytical chemistry. 2019 Sep 17;91(18):11606-11613. Epub 2019 Aug 28. PMID: 31418558
  • Martin K, Zhang T, Lin TT, Habowski AN, Zhao R, Tsai CF, Chrisler WB, Sontag RL, Orton DJ, Lu YJ, Rodland KD, Yang B, Liu T, Smith RD, Qian WJ, Waterman ML, Wiley HS, Shi T. Facile One-Pot Nanoproteomics for Label-Free Proteome Profiling of 50-1000 Mammalian Cells. Journal of proteome research. 2021 Sep 3;20(9):4452-4461. Epub 2021 Aug 5. PMID: 34351778