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What is the imzML format? How to convert mass spectrometry data from different brands to a universal format?

imzML (imaging Mass Spectrometry Markup Language) is an open data format for mass spectrometry imaging (MSI), developed as an extension of the universal mass spectrometry format mzML for imaging, used to exchange spectral data with spatial coordinates between instruments and analysis software of different brands. Alongside the .imzML (XML metadata) file it is paired with an .ibd (binary spectra) file, so that imaging results from vendors such as Bruker, Thermo, Waters and SCIEX can be read and processed with the same set of tools.
Table of Contents
1. What is imzML2. File structure: .imzML + .ibd3. Why a universal format is needed4. How to convert data from different brands to imzML
Schematic principle: ion source ionizes the sample spot-by-spot Tissue section Sample Ionization beam What is the imzML format? How to convert mass spectrometry data from different brands to a universal format? Ions MS analyzer
What is the imzML format? How to convert mass spectrometry data from different brands to a universal format? — schematic diagram

1. What is imzML

imzML is an open, XML-based MSI data format, an extension of the universal mass spectrometry format mzML, developed by the mass spectrometry imaging community, specifically designed to describe the imaging data structure of 'pixel coordinates + spectra'.

It binds each pixel's m/z–intensity spectrum to its corresponding x/y (and optionally z) coordinates, so that the spatial distribution of molecules can be reconstructed by software.

2. File structure: .imzML + .ibd

imzML consists of two parts: the .imzML is an XML file that records experimental metadata, spectrum index, the coordinates of each pixel, and the offsets of data in the binary file; the .ibd is a binary file that stores the actual spectral data.

Two modes are available: processed (peak-picked/centroided, small size, convenient for statistics) and continuous (full/raw profile, preserves original detail but large size); choose based on the analysis purpose.

3. Why a universal format is needed

Each vendor's raw formats are closed (such as Bruker's .d, Thermo's .raw, Waters' .raw/.dat, SCIEX's .wiff), making it difficult for analysis software to interoperate and creating data silos.

imzML lets open-source tools (such as Cardinal and MALDIquant) and cross-vendor commercial software all read the same data, facilitating method reproduction, cross-comparison and long-term archiving.

4. How to convert data from different brands to imzML

Most vendors' imaging software supports direct imzML export (such as Bruker's relevant export tools, the export function of SCiLS Lab, Waters' relevant tools, etc.); community/third-party conversion tools can also convert raw formats into imzML.

Before conversion, mass calibration/recalibration and coordinate alignment are usually required; after conversion you get the paired .imzML + .ibd files, ready to enter the universal analysis workflow. Note that imzML solves 'data interoperability'—the annotation/identification of molecular identity still requires supporting databases and algorithms.

Frequently Asked Questions (FAQ)

What is the relationship between imzML and mzML?
imzML is an extension of mzML in the imaging (spatial coordinates) direction; the two share the same XML description approach.
Which two files does imzML contain?
.imzML (metadata/coordinates) + .ibd (binary spectra), used as a pair.
Can data from instruments of different brands interoperate?
Yes. By converting to imzML through vendor export or third-party tools, the data can be analyzed with unified tools.
What should be noted during conversion?
First complete mass calibration and coordinate alignment; continuous files are large, so storage and read/write performance need to be considered.

Get Specifications & Quotation

To obtain detailed specifications, compatible models, or a quotation for the MSI LDPI / DPI full series imaging ion sources, visit the Neo-Source official website, or contact the official team for compatibility advice tailored to your mass spectrometer (Agilent / SCIEX / Thermo and other mainstream MS).

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