Development of BIATECH-54 standard mixtures for assessment of protein identification and relative expression.
Mixtures of known proteins have been very useful in the assessment and validation of methods for high-throughput (HTP) MS (MS/MS) proteomics experiments. However, these test mixtures have generally consisted of few proteins at near equal concentration or of a single protein at varied concentrations. Such mixtures are too simple to effectively assess the validity of error rates for protein identification and differential expression in HTP MS/MS studies. This work aimed at overcoming these limitations and simulating studies of complex biological samples. We introduced a pair of 54-protein standard mixtures of variable concentrations with up to a 1000-fold dynamic range in concentration and up to ten-fold expression ratios with additional negative controls (infinite expression ratios). These test mixtures comprised 16 off-the-shelf Sigma-Aldrich proteins and 38 Shewanella oneidensis proteins produced in-house. The standard proteins were systematically distributed into three main concentration groups (high, medium, and low) and then the concentrations were varied differently for each mixture within the groups to generate different expression ratios. The mixtures were analyzed with both low mass accuracy LCQ and high mass accuracy FT-LTQ instruments. In addition, these 54 standard proteins closely follow the molecular weight distributions of both bacterial and human proteomes. As a result, these new standard mixtures allow for a much more realistic assessment of approaches for protein identification and label-free differential expression than previous mixtures. Finally, methodology and experimental design developed in this work can be readily applied in future to development of more complex standard mixtures for HTP proteomics studies.
Kolker
Eugene
E
The BIATECH Institute, Bothell, WA, USA. eugene.kolker@seattlechildrens.org
Hogan
Jason M
JM
Higdon
Roger
R
Kolker
Natali
N
Landorf
Elizabeth
E
Yakunin
Alexander F
AF
Collart
Frank R
FR
van Belle
Gerald
G
D000818:Animals; D005786:Gene Expression Regulation; D006801:Humans; D011506:Proteins / Q000032:analysis* / Q000235:genetics / Q000378:metabolism / Q000592:standards*; D040901:Proteomics / Q000379:methods* / Q000592:standards*; D012015:Reference Standards
D011506:Proteins