Mitchell Morgan, Mali Sujina, King Charles C, Bark Steven J
Department of Biology and Biochemistry, University of Houston, Houston, Texas, United States of America.
Department of Pediatrics, Pediatric Diabetes Research Center, The University of California San Diego, San Diego, California, United States of America.
PLoS One. 2015 Mar 23;10(3):e0120932. doi: 10.1371/journal.pone.0120932. eCollection 2015.
Matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometers are simple and robust mass spectrometers used for analysis of biologically relevant molecules in diverse fields including pathogen identification, imaging mass spectrometry, and natural products chemistry. Despite high nominal resolution and accuracy, we have observed significant variability where 30-50% of individual replicate measurements have errors in excess of 5 parts-per-million, even when using 5-point internal calibration. Increasing the number of laser shots for each spectrum did not resolve this observed variability. What is responsible for our observed variation? Using a modern MALDI-TOF/TOF instrument, we evaluated contributions to variability. Our data suggest a major component of variability is binning of the raw flight time data by the electronics and clock speed of the analog-to-digital (AD) detection system, which requires interpolation by automated peak fitting algorithms and impacts both calibration and the observed mass spectrum. Importantly, the variation observed is predominantly normal in distribution, which implies multiple components contribute to the observed variation and suggests a method to mitigate this variability through spectrum averaging. Restarting the acquisition impacts each spectrum within the electronic error of the AD detector system and defines a new calibration function. Therefore, averaging multiple independent spectra and not a larger number of laser shots leverages this inherent binning error to mitigate variability in accurate MALDI-TOF mass measurements.
基质辅助激光解吸电离飞行时间(MALDI-TOF)质谱仪是一种简单且耐用的质谱仪,用于分析包括病原体鉴定、成像质谱和天然产物化学等不同领域中与生物相关的分子。尽管具有高标称分辨率和准确性,但我们观察到显著的变异性,即使使用五点内标,30%至50%的单个重复测量也存在超过百万分之五的误差。增加每个光谱的激光脉冲数并不能解决观察到的这种变异性。是什么导致了我们观察到的这种变化?使用一台现代的MALDI-TOF/TOF仪器,我们评估了对变异性的贡献。我们的数据表明,变异性的一个主要成分是模拟数字(AD)检测系统的电子设备和时钟速度对原始飞行时间数据进行的分箱,这需要通过自动峰拟合算法进行插值,并影响校准和观察到的质谱。重要的是,观察到的变化在分布上主要是正态的,这意味着多个成分导致了观察到的变化,并提出了一种通过光谱平均来减轻这种变异性的方法。重新启动采集会影响AD探测器系统电子误差范围内的每个光谱,并定义一个新的校准函数。因此,对多个独立光谱进行平均,而不是增加激光脉冲数,可以利用这种固有的分箱误差来减轻准确的MALDI-TOF质量测量中的变异性。