TY - JOUR
T1 - Assessment of Quantification Precision of Histone Post-Translational Modifications by Using an Ion Trap and down to 50000 Cells as Starting Material
AU - Guo, Qi
AU - Sidoli, Simone
AU - Garcia, Benjamin A.
AU - Zhao, Xiaolu
N1 - Funding Information:
B.A.G. acknowledges funding from NIH grants GM110174, AI118891, and CA196539 and a Robert Arceci Scholar award from the Leukemia and Lymphoma Society. X.Z. is supported by China Scholarship Council (CSC, 201506275204), the Natural Science Foundation of China (no. 31401087), and the 111 Project of China (B16036).
Publisher Copyright:
© 2017 American Chemical Society.
PY - 2018/1/5
Y1 - 2018/1/5
N2 - Histone post-translational modifications (PTMs) are fundamental players of chromatin regulation, as they contribute to editing histone chemical properties and recruiting proteins for gene transcription and DNA repair. Mass spectrometry (MS)-based proteomics is currently the most widely adopted strategy for high-throughput quantification of hundreds of histone PTMs. Samples such as primary tissues, complex model systems, and biofluids are hard to retrieve in large quantities. Because of this, it is critical to know whether the amount of sample available would lead to an exhaustive analysis if subjected to MS. In this work, we assessed the reproducibility in quantification of histone PTMs using a wide range of starting material, that is, from 5000000 to 50000 cells. We performed the experiment using four different cell lines, that is, HeLa, 293T, human embryonic stem cells (hESCs), and myoblasts, and we quantified a list of 205 histone peptides using ion trap MS and our in-house software. Results highlighted that the relative abundance of some histone PTMs deviated as little as just 4% when comparing high starting material with histone samples extracted from 50000 cells, for example, H3K9me2 (40% average abundance). Low abundance PTMs such as H3K4me2 (<3% average abundance) showed higher variability, but still ∼34%. This indicates that most PTMs, and especially abundant ones, are quantified with high precision starting from low cell counts. This study will help scientists to decide whether specific experiments are feasible and to plan how much sample should be reserved for histone analysis using MS.
AB - Histone post-translational modifications (PTMs) are fundamental players of chromatin regulation, as they contribute to editing histone chemical properties and recruiting proteins for gene transcription and DNA repair. Mass spectrometry (MS)-based proteomics is currently the most widely adopted strategy for high-throughput quantification of hundreds of histone PTMs. Samples such as primary tissues, complex model systems, and biofluids are hard to retrieve in large quantities. Because of this, it is critical to know whether the amount of sample available would lead to an exhaustive analysis if subjected to MS. In this work, we assessed the reproducibility in quantification of histone PTMs using a wide range of starting material, that is, from 5000000 to 50000 cells. We performed the experiment using four different cell lines, that is, HeLa, 293T, human embryonic stem cells (hESCs), and myoblasts, and we quantified a list of 205 histone peptides using ion trap MS and our in-house software. Results highlighted that the relative abundance of some histone PTMs deviated as little as just 4% when comparing high starting material with histone samples extracted from 50000 cells, for example, H3K9me2 (40% average abundance). Low abundance PTMs such as H3K4me2 (<3% average abundance) showed higher variability, but still ∼34%. This indicates that most PTMs, and especially abundant ones, are quantified with high precision starting from low cell counts. This study will help scientists to decide whether specific experiments are feasible and to plan how much sample should be reserved for histone analysis using MS.
KW - bottom-up
KW - data-independent acquisition
KW - histones
KW - mass spectrometry
KW - post-translational modifications
UR - http://www.scopus.com/inward/record.url?scp=85040190060&partnerID=8YFLogxK
U2 - 10.1021/acs.jproteome.7b00544
DO - 10.1021/acs.jproteome.7b00544
M3 - Article
C2 - 29121770
AN - SCOPUS:85040190060
SN - 1535-3893
VL - 17
SP - 234
EP - 242
JO - Journal of Proteome Research
JF - Journal of Proteome Research
IS - 1
ER -