Abstract
Biomarker discovery in the translational research has heavily relied on labeled and label-free quantitative bottom-up proteomics. Here, we describe a new approach to biomarker studies that utilizes high-throughput top-down proteomics and is the first to offer whole protein characterization and relative quantitation within the same experiment. Using yeast as a model, we report procedures for a label-free approach to quantify the relative abundance of intact proteins ranging from 0 to 30 kDa in two different states. In this chapter, we describe the integrated methodology for the large-scale profiling and quantitation of the intact proteome by liquid chromatography-mass spectrometry (LC-MS) without the need for metabolic or chemical labeling. This recent advance for quantitative top-down proteomics is best implemented with a robust and highly controlled sample preparation workflow before data acquisition on a high-resolution mass spectrometer, and the application of a hierarchical linear statistical model to account for the multiple levels of variance contained in quantitative proteomic comparisons of samples for basic and clinical research.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Lu B, Motoyama A, Ruse C, Venable J, Yates JR 3rd (2008) Improving protein identification sensitivity by combining MS and MS/MS information for shotgun proteomics using LTQ-Orbitrap high mass accuracy data. Anal Chem 80(6):2018–2025. doi:10.1021/ac701697w
Wisniewski JR, Zougman A, Mann M (2009) Combination of FASP and StageTip-based fractionation allows in-depth analysis of the hippocampal membrane proteome. J Proteome Res 8(12):5674–5678. doi:10.1021/pr900748n
Smith LM, Kelleher NL (2013) Proteoform: a single term describing protein complexity. Nat Methods 10(3):186–187. doi:10.1038/nmeth.2369
Ansong C, Wu S, Meng D, Liu X, Brewer HM, Deatherage Kaiser BL, Nakayasu ES, Cort JR, Pevzner P, Smith RD, Heffron F, Adkins JN, Pasa-Tolic L (2013) Top-down proteomics reveals a unique protein S-thiolation switch in Salmonella Typhimurium in response to infection-like conditions. Proc Natl Acad Sci U S A 110(25):10153–10158. doi:10.1073/pnas.1221210110
Tran JC, Zamdborg L, Ahlf DR, Lee JE, Catherman AD, Durbin KR, Tipton JD, Vellaichamy A, Kellie JF, Li M, Wu C, Sweet SM, Early BP, Siuti N, LeDuc RD, Compton PD, Thomas PM, Kelleher NL (2011) Mapping intact protein isoforms in discovery mode using top-down proteomics. Nature 480(7376):254–258. doi:10.1038/nature10575
Catherman AD, Li M, Tran JC, Durbin KR, Compton PD, Early BP, Thomas PM, Kelleher NL (2013) Top down proteomics of human membrane proteins from enriched mitochondrial fractions. Anal Chem 85(3):1880–1888. doi:10.1021/ac3031527
Chamot-Rooke J, Mikaty G, Malosse C, Soyer M, Dumont A, Gault J, Imhaus AF, Martin P, Trellet M, Clary G, Chafey P, Camoin L, Nilges M, Nassif X, Dumenil G (2011) Posttranslational modification of pili upon cell contact triggers N. meningitidis dissemination. Science 331(6018):778–782. doi:10.1126/science.1200729
Dong X, Sumandea CA, Chen YC, Garcia-Cazarin ML, Zhang J, Balke CW, Sumandea MP, Ge Y (2012) Augmented phosphorylation of cardiac troponin I in hypertensive heart failure. J Biol Chem 287(2):848–857. doi:10.1074/jbc.M111.293258
Du Y, Parks BA, Sohn S, Kwast KE, Kelleher NL (2006) Top-down approaches for measuring expression ratios of intact yeast proteins using Fourier transform mass spectrometry. Anal Chem 78(3):686–694. doi:10.1021/ac050993p
Collier TS, Sarkar P, Franck WL, Rao BM, Dean RA, Muddiman DC (2010) Direct comparison of stable isotope labeling by amino acids in cell culture and spectral counting for quantitative proteomics. Anal Chem 82(20):8696–8702. doi:10.1021/ac101978b
Hung CW, Tholey A (2012) Tandem mass tag protein labeling for top-down identification and quantification. Anal Chem 84(1):161–170. doi:10.1021/ac202243r
Ntai I, Kim K, Fellers RT, Skinner OS, Smith AD, Early BP, Savaryn JP, LeDuc RD, Thomas PM, Kelleher NL (2014) Applying label-free quantitation to top down proteomics. Anal Chem 86(10):4961–4968. doi:10.1021/ac500395k
Mazur MT, Cardasis HL, Spellman DS, Liaw A, Yates NA, Hendrickson RC (2010) Quantitative analysis of intact apolipoproteins in human HDL by top-down differential mass spectrometry. Proc Natl Acad Sci U S A 107(17):7728–7733. doi:10.1073/pnas.0910776107
Meng F, Wiener MC, Sachs JR, Burns C, Verma P, Paweletz CP, Mazur MT, Deyanova EG, Yates NA, Hendrickson RC (2007) Quantitative analysis of complex peptide mixtures using FTMS and differential mass spectrometry. J Am Soc Mass Spectrom 18(2):226–233. doi:10.1016/j.jasms.2006.09.014
Jiang L (2008) Analyzing post translational modifications on yeast core histones using Fourier transform mass spectrometry. University of Illinois at Urbana-Champaign, Ann Arbor, MI
Rundlett SE, Carmen AA, Kobayashi R, Bavykin S, Turner BM, Grunstein M (1996) HDA1 and RPD3 are members of distinct yeast histone deacetylase complexes that regulate silencing and transcription. Proc Natl Acad Sci U S A 93(25):14503–14508
Wessel D, Flugge UI (1984) A method for the quantitative recovery of protein in dilute solution in the presence of detergents and lipids. Anal Biochem 138(1):141–143
Ahlf DR, Compton PD, Tran JC, Early BP, Thomas PM, Kelleher NL (2012) Evaluation of the compact high-field orbitrap for top-down proteomics of human cells. J Proteome Res 11(8):4308–4314. doi:10.1021/pr3004216
Kellie JF, Catherman AD, Durbin KR, Tran JC, Tipton JD, Norris JL, Witkowski CE 2nd, Thomas PM, Kelleher NL (2012) Robust analysis of the yeast proteome under 50 kDa by molecular-mass-based fractionation and top-down mass spectrometry. Anal Chem 84(1):209–215. doi:10.1021/ac202384v
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B 57(1):289–300. doi:10.2307/2346101
Acknowledgement
The methods used in this article were developed with partial support from the National Institute of General Medical Sciences P41GM108569 for the National Resource for Translational and Developmental Proteomics (NRTDP) based at Northwestern University
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer Science+Business Media New York
About this protocol
Cite this protocol
Ntai, I., Toby, T.K., LeDuc, R.D., Kelleher, N.L. (2016). A Method for Label-Free, Differential Top-Down Proteomics. In: Sechi, S. (eds) Quantitative Proteomics by Mass Spectrometry. Methods in Molecular Biology, vol 1410. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-3524-6_8
Download citation
DOI: https://doi.org/10.1007/978-1-4939-3524-6_8
Published:
Publisher Name: Humana Press, New York, NY
Print ISBN: 978-1-4939-3522-2
Online ISBN: 978-1-4939-3524-6
eBook Packages: Springer Protocols