Rapid, deep and precise profiling of the plasma proteome with multi-nanoparticle protein corona

被引:227
作者
Blume, John E. [1 ]
Manning, William C. [1 ]
Troiano, Gregory [1 ]
Hornburg, Daniel [1 ]
Figa, Michael [1 ]
Hesterberg, Lyndal [1 ]
Platt, Theodore L. [1 ]
Zhao, Xiaoyan [1 ]
Cuaresma, Rea A. [1 ]
Everley, Patrick A. [1 ]
Ko, Marwin [1 ]
Liou, Hope [1 ]
Mahoney, Max [1 ]
Ferdosi, Shadi [1 ]
Elgierari, Eltaher M. [1 ]
Stolarczyk, Craig [1 ]
Tangeysh, Behzad [1 ]
Xia, Hongwei [1 ]
Benz, Ryan [1 ]
Siddiqui, Asim [1 ]
Carr, Steven A. [2 ]
Ma, Philip [1 ]
Langer, Robert [3 ]
Farias, Vivek [4 ]
Farokhzad, Omid C. [1 ,5 ,6 ]
机构
[1] Seer Inc, Redwood City, CA 94065 USA
[2] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[3] MIT, David H Koch Inst Integrat Canc Res, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] MIT, Sloan Sch & Operat Res Ctr, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[5] Harvard Med Sch, Brigham & Womens Hosp, Ctr Nanomed, Boston, MA 02115 USA
[6] Harvard Med Sch, Brigham & Womens Hosp, Dept Anesthesiol, Boston, MA 02115 USA
关键词
PLATFORM; BLOOD; CORE; IDENTIFICATION; MICROSPHERES; SENSITIVITY; PEPTIDES; DATABASE; PERSEUS; SHELL;
D O I
10.1038/s41467-020-17033-7
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
Large-scale, unbiased proteomics studies are constrained by the complexity of the plasma proteome. Here we report a highly parallel protein quantitation platform integrating nanoparticle (NP) protein coronas with liquid chromatography-mass spectrometry for efficient proteomic profiling. A protein corona is a protein layer adsorbed onto NPs upon contact with biofluids. Varying the physicochemical properties of engineered NPs translates to distinct protein corona patterns enabling differential and reproducible interrogation of biological samples, including deep sampling of the plasma proteome. Spike experiments confirm a linear signal response. The median coefficient of variation was 22%. We screened 43 NPs and selected a panel of 5, which detect more than 2,000 proteins from 141 plasma samples using a 96-well automated workflow in a pilot non-small cell lung cancer classification study. Our streamlined workflow combines depth of coverage and throughput with precise quantification based on unique interactions between proteins and NPs engineered for deep and scalable quantitative proteomic studies. Large-scale, unbiased proteomics studies of biological samples like plasma are constrained by the complexity of the proteome. Herein, the authors develop a highly parallel protein quantitation platform leveraging multi nanoparticle protein coronas for deep proteome sampling and biomarker discovery.
引用
收藏
页数:14
相关论文
共 76 条
  • [1] Aebersold R, 2018, NAT CHEM BIOL, V14, P206, DOI [10.1038/NCHEMBIO.2576, 10.1038/nchembio.2576]
  • [2] The Riddle of Protein Diagnostics: Future Bleak or Bright?
    Anderson, N. Leigh
    Ptolemy, Adam S.
    Rifai, Nader
    [J]. CLINICAL CHEMISTRY, 2013, 59 (01) : 194 - 197
  • [3] The Clinical Plasma Proteome: A Survey of Clinical Assays for Proteins in Plasma and Serum
    Anderson, N. Leigh
    [J]. CLINICAL CHEMISTRY, 2010, 56 (02) : 177 - 185
  • [4] The human plasma proteome - History, character, and diagnostic prospects
    Anderson, NL
    Anderson, NG
    [J]. MOLECULAR & CELLULAR PROTEOMICS, 2002, 1 (11) : 845 - 867
  • [5] Mechanistic understanding of in vivo protein corona formation on polymeric nanoparticles and impact on pharmacokinetics
    Bertrand, Nicolas
    Grenier, Philippe
    Mahmoudi, Morteza
    Lima, Eliana M.
    Appel, Eric A.
    Dormont, Flavio
    Lim, Jong-Min
    Karnik, Rohit
    Langer, Robert
    Farokhzad, Omid C.
    [J]. NATURE COMMUNICATIONS, 2017, 8
  • [6] Hexapeptide combinatorial ligand libraries: the march for the detection of the low-abundance proteome continues
    Boschetti, Egisto
    Righetti, Pier Giorgio
    [J]. BIOTECHNIQUES, 2008, 44 (05) : 663 - 665
  • [7] Systematic Comparison of Fractionation Methods for In-depth Analysis of Plasma Proteomes
    Cao, Zhijun
    Tang, Hsin-Yao
    Wang, Huan
    Liu, Qin
    Speicher, David W.
    [J]. JOURNAL OF PROTEOME RESEARCH, 2012, 11 (06) : 3090 - 3100
  • [8] Lipid composition: a "key factor" for the rational manipulation of the liposome-protein corona by liposome design
    Caracciolo, G.
    Pozzi, D.
    Capriotti, A. L.
    Cavaliere, C.
    Piovesana, S.
    Amenitsch, H.
    Lagana, A.
    [J]. RSC ADVANCES, 2015, 5 (08): : 5967 - 5975
  • [9] Understanding the nanoparticle-protein corona using methods to quantify exchange rates and affinities of proteins for nanoparticles
    Cedervall, Tommy
    Lynch, Iseult
    Lindman, Stina
    Berggard, Tord
    Thulin, Eva
    Nilsson, Hanna
    Dawson, Kenneth A.
    Linse, Sara
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (07) : 2050 - 2055
  • [10] Reducing non-specific binding and uptake of nanoparticles and improving cell targeting with an antifouling PEO-b-PγMPS copolymer coating
    Chen, Hongwei
    Wang, Liya
    Yeh, Julie
    Wu, Xinying
    Cao, Zehong
    Wang, Yongqiang A.
    Zhang, Minming
    Yang, Lily
    Mao, Hui
    [J]. BIOMATERIALS, 2010, 31 (20) : 5397 - 5407