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Increased throughput and ultra-high mass resolution in DESI FT-ICR MS imaging through new-generation external data acquisition system and advanced data processing approaches

机译:通过新一代外部数据采集系统和先进的数据处理方法提高了DESI FT-ICR MS成像的通量和超高分辨率

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摘要

Desorption electrospray ionisation-mass spectrometry imaging (DESI-MSI) is a powerful imaging technique for the analysis of complex surfaces. However, the often highly complex nature of biological samples is particularly challenging for MSI approaches, as options to appropriately address molecular complexity are limited. Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) offers superior mass accuracy and mass resolving power, but its moderate throughput inhibits broader application. Here we demonstrate the dramatic gains in mass resolution and/or throughput of DESI-MSI on an FT-ICR MS by developing and implementing a sophisticated data acquisition and data processing pipeline. The presented pipeline integrates, for the first time, parallel ion accumulation and detection, post-processing absorption mode Fourier transform and pixel-by-pixel internal re-calibration. To achieve that, first, we developed and coupled an external high-performance data acquisition system to an FT-ICR MS instrument to record the time-domain signals (transients) in parallel with the instrument’s built-in electronics. The recorded transients were then processed by the in-house developed computationally-efficient data processing and data analysis software. Importantly, the described pipeline is shown to be applicable even to extremely large, up to 1 TB, imaging datasets. Overall, this approach provides improved analytical figures of merits such as: (i) enhanced mass resolution at no cost in experimental time; and (ii) up to 4-fold higher throughput while maintaining a constant mass resolution. Using this approach, we not only demonstrate the record 1 million mass resolution for lipid imaging from brain tissue, but explicitly show such mass resolution is required to resolve the complexity of the lipidome.
机译:解吸电喷雾电离质谱成像(DESI-MSI)是用于分析复杂表面的强大成像技术。但是,对于MSI方法而言,生物样品的通常高度复杂的特性尤其具有挑战性,因为适当解决分子复杂性的选择受到限制。傅里叶变换离子回旋共振质谱(FT-ICR MS)提供了卓越的质量准确度和质量分辨能力,但其中等的通量阻碍了更广泛的应用。在这里,我们通过开发和实施复杂的数据采集和数据处理管道,展示了FT-ICR MS上DESI-MSI的质量分辨率和/或通量的显着提高。提出的管道首次将并行离子累积和检测,后处理吸收模式傅里叶变换和逐像素内部重新校准集成在一起。为此,我们首先开发了一个外部高性能数据采集系统,并将其与FT-ICR MS仪器耦合,以便与该仪器的内置电子设备并行记录时域信号(瞬变)。然后,由内部开发的计算有效的数据处理和数据分析软件对记录的瞬态进行处理。重要的是,所示管道显示适用于甚至最大到1 TB的超大型成像数据集。总的来说,这种方法提供了改进的优点分析图,例如:(i)在实验时间内免费获得了更高的质量分辨率; (ii)高达4倍的高通量,同时保持恒定的质量分辨率。使用这种方法,我们不仅证明了创纪录的1百万质量分辨率用于脑组织脂质成像,而且明确显示了这种质量分辨率对于解决脂质组的复杂性是必需的。

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