Discover 4D-Lipidomics Powered by TIMS
eBook
Published: October 29, 2024
Credit: Bruker
The field of lipidomics is evolving rapidly, but traditional techniques struggle to detect low-abundance lipids and resolve complex mixtures.
Trapped ion mobility spectrometry (TIMS) addresses these challenges by enhancing sensitivity and selectivity, providing researchers with deeper insights into lipid profiles.
This eBook explores how TIMS technology is driving innovations in lipidomics, enabling breakthroughs in disease research and therapeutic development.
Download this eBook to explore:
- How TIMS enhances lipid detection and profiling
- Solutions for overcoming challenges in complex lipid analysis
- Applications of the innovative 4D-lipidomics solution
Innovation with Integrity
Empowering researchers to decipher
the complex language of lipids
4D-Lipidomics™
Powered by TIMS and PASEF®
MASS SPECTROMETRY
Lipids: The unsung heroes
of biological systems
Lipids are essential building blocks of cell membranes and play a critical role in signaling
pathways. The field of lipidomics aims to develop a greater understanding of their complex
biology and offers promise for breakthroughs in numerous application areas.
Bruker’s 4D-Lipidomics solution empowers researchers of all levels to explore the complex
world of lipids with unprecedented ease. This revolutionary technique goes beyond traditional
methods by incorporating trapped ion mobility spectrometry (TIMS) to enhance the selectivity
and depth of lipidome analysis.
Transformative Bruker 4D-Lipidomics solution
2
High capacity
chromatographic
separations
are achieved using
UHPLC and Bruker
Bio-LP columns.
*
The HPLC system shown is manufactured and supplied to Bruker Daltonik by Agilent Technologies
VIP-HESI
enables deeper lipid
profiling with maximum
sensitivity and
robustness.
timsTOF systems
utilize TIMS and
parallel accumulation
serial fragmentation
(PASEF) to enhance
lipid separation, provide
CCS measurement,
and deliver MS/MS at
stunning speed.
TASQ® RealTimeQC
provides in-batch
monitoring of precision
and other critical
analytical parameters.
MetaboScape®
delivers rigorous lipid
annotations with
complete automation,
leveraging TIMS-cleaned
MS/MS data and lipid
class-specific CCS
prediction hyperplane
models to ensure
accuracy.
MetaboScape
employs visualization
of Kendrick Mass
Defect (KMD), m/z,
CSS and retention
time for verification of
annotations, automated
outlier detection, and
interactive exploration of
the lipid-scape.
KMD
m/z
CCS
CCS
300
280
260
10
8
6
4
2
30
35
40
DBE
Carbon atoms
WATCH PODCAST
Hear from the expert
Michal Holcapek, Professor of Analytical
Chemistry, Faculty of Chemical Technology,
University of Pardubice, Czech Republic.
^
Precise quantitation: Selectively and accurately
measuring the abundance of each unique lipid remains a
significant challenge. This precise quantification is crucial
for understanding the relative importance and biological
significance of different lipids within the system.
Annotation ambiguity: The limited availability of
reference material makes unambiguous molecular
species identification even more challenging.
Annotations, which assign identities to the lipids, rely
on comparisons to known standards. A lack of these
standards hinders definitive identification, limiting the
clarity and depth of our analysis.
Inconsistent workflows: Fragmented workflows relying
on multiple instruments and software platforms are
prone to errors and inconsistencies.
Roadblocks in conventional lipidomics
Traditionally, unraveling the mysteries of lipids has been a laborious and intricate process. Conventional lipidomics
techniques face several key hurdles:
Limited sensitivity: Current methods often miss
the mark when it comes to detecting less abundant
lipids. This restricted view can mask crucial biological
processes, hindering our understanding of the complete
lipid picture.
Diversity dilemma: The sheer number and complexity
of lipids present a formidable challenge. With numerous
isomers and structural variations, confidently identifying
specific lipid molecules becomes a complex task. This
ambiguity can lead to misinterpretations of the data.
Need for speed: Large cohort analyses require high
sample throughput. Since annotation confidence in
lipidomics depends on fragment information, fast MS/
MS acquisition is essential, but not all instrument types
can provide this.
The vast array of lipids within a sample further complicates analysis:
Beyond the numbers: Challenges in quantitation and identification
Further reading: Murphy RC. Challenges in Mass Spectrometry-based Lipidomics of Neutral
Lipids. Trends AnalytChem. 2018 Oct;107:91-98. doi: 10.1016/j.trac.2018.07.023. Epub2018
Aug 4. PMID: 31031456; PMCID: PMC6483396.
3
Unlock the secrets of lipidome with the Bruker Bio-LP column, which provides rapid, high-capacity separations of lipid [molecular] species in complex matrices. Paired with PASEF
technology, even the smallest LC peaks unveil their secrets, offering enhanced sensitivity, robustness, and an additional dimension of separation for improved peak capacity. These
advancements simplify data analysis by improving chromatographic peak shapes, resolutions, and retention times, ultimately boosting confidence in lipid annotations and quantification
using the MetaboScape and TASQ software solutions.
The complete solution for 4D-Lipidomics:
Easy as one, two, three!
The Bruker 4D-Lipidomics solution offers a user-friendly, three-step approach for both
untargeted lipid profiling and targeted lipid panel analysis with exceptional performance in both
positive and negative ionization modes.
Untargeted lipid profiling using dda-PASEF:
Simultaneous quantitation and characterization with
high sensitivity and selectivity using dda-PASEF
with up to 300 Hz acquisition speed.
Separation of isomeric and isobaric lipids using the
power of TIMS for enhanced selectivity.
Additional annotation confidence with automatic
CCS measurement enabling comparison to
predicted or empirical reference data.
Targeted lipid panel analysis using prm-PASEF:
Outstanding positive and negative mode
performance for development of the most sensitive
assays for ID and quantitation of lipid profiles.
Routine analysis of known lipid panels using
automatically generated target lists from
untargeted lipidomics experiments.
Selectivity and sensitivity of prm-PASEF provides
highest MS/MS data quality even for low
concentration lipids.
Chromatography
and ionization
Bruker Bio-LP Columns
VIP-HESI
TIMS-enabled high
resolution mass
spectrometry
Automated lipid
annotation and
data analysis
Selective measurement meets
confident characterization
1.
2.
3.
Agilent 1290
Infinity II UHPLC
4
Liquid
Chromatography
Consumables
Bruker Bio-LP Column Series
TIMS tunnel 1 TIMS tunnel 2
Chemical noise
Peptide ions of
interest batch #1
vg E
Discover lipidome secrets with the Bruker Bio-LP column and PASEF technology, offering fast, high-capacity separations, high sensitivity, and simplified data analysis for confident lipid
annotations using MetaboScape.
The bonded C8 phase facilitates excellent retention and separation of a broad range of lipid species found in biofluids
and tissue extracts, while also enabling their clean elution from the column with a lower proportion of highly viscous
solvent (versus the 90% Isopropanol formulation conventionally used for C18-based reversed-phase lipid separations).
Together with a lower overall system pressure, these benefits yield higher peak capacity separations with greater
reliability for precision lipid profiling.
Exploration with depth:
High capacity separations with
Bruker Bio-LP column chemistry
1.
5
log Intensity
log Quantity expected [ppt]
Lyso PE 18:1 (d7)
VIP-HESI
LOQ
490 ppt
ESI
LOQ
4900 ppt 103
104
105
103 104 104
Enhanced ionization
with VIP-HESI
The VIP-HESI (Vacuum-Insulated Probe - Heated ESI) source delivers a
revolutionary leap in sensitivity, empowering researchers interested in both broad
lipid profiling and targeted analyses. These gains provide more structurally relevant
fragments which gives higher accuracy in lipid annotations down to the species
level. VIP-HESI captures those low abundant lipid species in negative mode for
greater depth of coverage.
VIP-HESI is designed for…
…highest sensitivity
…and robustness
High sensitivity owing to brightest ion source
Provides improved lipidome coverage
VIP-HESI lowers LOQ 10x e.g for Lyso PE 18:1
The large exhaust outlet captures and diverts the gas:
Reduced matrix effects
Less source contamination and reduced memory effect
Read the Application Note
to Learn More:
6
The heart of 4D-Lipidomics:
Bruker’s TIMS technology
Bruker’s timsTOF mass spectrometer takes lipidomics to a whole new level with its innovative
TIMS technology. This revolutionary approach goes beyond traditional mass-to-charge ratio
(m/z) analysis, adding a fourth dimension based on a molecule’s size, shape, and charge,
offering unparalleled insights into the intricate structure of lipids. This information complements
the traditional m/z data, providing a more comprehensive picture of the lipidome represented in
a biological sample.
2.
Dr. Michael Witting
Co-Head Metabolomics and Proteomics Core, Helmholtz Zentrum Munich, Neuherberg, Germany
"PASEF already out of the box increases the precursor coverage of
lipids with an associated MS2 spectra to 70%. These MS2 spectra
are essential for the correct identification of lipids. On top, the use of
CCS adds additional confidence in annotation by adding an additional
layer of information to RT, MS and MS/MS.”
››
Chemical noise
Time-focussing ions of
interest in batch #1
TIMS TIMS tunnel 1 tunnel 1 TIMS TIMS tunnel 2 tunnel 2
Chemical noise
Peptide ions of
interest batch #1
vg E
7
0
0 1.2
0 0.0
0.2
0.4
0.6
0.8
1.0
0
1
2
3
1
2
3
4
0 0
1
1
1.3
1 0.2
2
2
2 0.4
3
3 1.4
3 0.6
4
4
1.5
4 0.8
5 1.0
5
10 744.3 100 200
184.0720
308.2927
184.0720
744.5906
480.352
603.5332
308.2927 480.3152
603.5332
744.5906
11 744.5 744.7 300 400 500 600 700 800 m/z
x106
x106 1/K0 x105 x104
x104
x105 x104 Intens
Intens Mobility Mobility
Intens. Intens.
Intens Intens
744.5543
744.5575
Characteristic PE neutral
loss (141 m/z)
Characteristic PC
fragment (head group,
184 m/z)
LC coelution Isobaric Convoluted MS/MS spectra
LC coelution Mobility resolved Clean MS/MS spectra using MOMA
Quad resolution 1Data
744.5907
744.5906
36 mDa
36 mDa
Time [min] m/z
PC 0-34:2
C42H82N07
P
MH+ 744.5907
PE 36:2
C41H78N08
P
MH+ 744.5543
MS/MS
10 11 744.3 744.5 744.7 260 280 300 100 200 300 400 500 600 700 800 m/z
Time [min] m/z m/z CCS [Å2
]
277.2 Å2
286.6 Å2
Dual advantage of TIMS: Selective MS1 quantitation: TIMS separates challenging isomers and isobars, like PC-O and PE. This Mobility Offset Mass Aligned (MOMA) data acquisition
of isobaric lipids allows for more selective and accurate quantitation directly from MS1 data, streamlining your workflow. Enhanced automated annotation: TIMS also reduces the
complexity of LC-MS/MS spectra by minimizing “chimeric” spectra. These simplified spectra lead to improved performance for automated lipid annotation software.
The power of TIMS in
4D-Lipidomics
TIMS goes beyond separation, offering several advantages that
enhance your lipidomics workflow:
MOMA for cleaner, unambiguous MS/MS
Enhanced sensitivity: TIMS utilizes ion trapping
to boost sensitivity, allowing detection of even lowabundance lipid species.
Superior selectivity: Separate certain isomers and
isobars (e.g., PC-O & PE) by Mobility Offset Mass
Aligned (MOMA) data acquisition for more selective and
accurate MS1-based lipid quantitation.
Simplified spectra: TIMS reduces the complexity of
LC-MS/MS spectra by minimizing “chimeric” spectra,
leading to improved automated lipid annotation.
Speed: With up to 300 Hz, PASEF acquires significantly
more MS/MS data in a single run than traditional
methods. This means deeper exploration of your
lipidome, uncovering even low-abundance species.
CCS measurements: TIMS provides collision cross
section (CCS) measurements, a valuable tool for
confident lipid identification and characterization.
8
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4
1.0
1.5
2.0
2.5
x107 Intens BPC +All MS
Time [min]
0.5
0.0
2
4
6
100 200 300 400 500 600 700 m/z
x104 Intens
184.0746
731.6067
SM 36:1;02
TIMS accumulation TIMS separation
t t
Enhance your discovery capabilities with
improved lipidome coverage
PASEF acquires TIMS-cleaned (“MOMA”) MS/MS and CCS measurement at stunning
speeds of up to 300 Hz. Perform faster, more complete lipidome measurements:
300 Hz MS/MS
permit short
gradients making
high throughput
possible
PASEF spectra
acquired in
1 millisecond
1.5 min runtime
PASEF data
acquisition
ensures selective
measurement and
TIMS-cleaned,
rapid MS/MS
Eduardo Sommella, Ph.D.
Department of Pharmacy, University of Salerno, Fisciano, SA, Italy
Eduardo Sommella and co-workers conclude, “One of the main advantages of
this method relies on hyphenation with trapped ion mobility. Operating in the
PASEF mode adds an additional separation dimension, which, thanks to the
speed and the mobility separation allows to obtain clean MS/MS spectra also for
co-eluting lipids, which are separated based on the different CCS, increasing at
the same time the annotation confidence.”
Merciai, Fabrizio et al. "Development and application of a fast ultra-high performance liquid chromatography-trapped ion mobility
mass spectrometry method for untargeted lipidomics." Journal of chromatography. A vol. 1673 (2022): 463124. doi:10.1016/j.
chroma.2022.463124.
››
9
Laura Bindila, Ph.D.
Clinical Lipidomics Unit, Institute of Physiological Chemistry, University Medical Center, Mainz, Germany
Laura Bindila, Ph.D. and her team explain in their recent publication in Nature
Communications:
“CCS values are leveraged for increased annotation confidence and throughput,
where CCS values serve as an added data attribute for confidence score, to
confirm lipid isomer annotations and/or reduce misannotations and hits.“
“With focus on the routine confident annotation in high-throughput profiling,
where rather short chromatographic gradients are used, the added CCS data
attribute was found useful for automatic and confident lipid annotation.”
Lerner, Raissa et al. “Four-dimensional trapped ion mobility spectrometry lipidomics for high throughput clinical profiling of
human blood samples.” Nature communications vol. 14,1 937. 20 Feb. 2023, doi:10.1038/s41467-023-36520-1.
››
Prof Zheng-Jiang Zhu
Shanghai Institute of Organic Chemistry Chinese Academy of Sciences, Shanghai
Prof Zheng-Jiang Zhu and his team conclude that, “altogether, TIMS technology
significantly improved the separation of isomeric and isobaric lipids and increased
the purity of isolated precursor ions, and as a result, achieved higher quality of
MS/MS spectra for lipids.”
Chen, Xi et al. “Trapped ion mobility spectrometry-mass spectrometry improves the coverage and accuracy of four-dimensional
untargeted lipidomics.” Analytica chimica acta vol. 1210 (2022): 339886. doi:10.1016/j.aca.2022.339886.
››
Predicted
CCS values
Enhanced
annotation
confidence
Observed
CCS values
10
CCS
CCS
300
280
260
10
8
6
4
2
30
35
40
DBE
Carbon atoms
CCS
CCS
300
280
260
10
8
6
4
2
30
35
40
DBE
Carbon atoms
High confidence automated annotation
A systematic process of eliminating false positives
CCS values for matching
against predicted values from
hyperplane models
TIMS-cleaned MS/MS
fragmentation spectra for
rule-based annotation
Accurate m/z and True
Isotopic Pattern from
TOF-based MRMS High rate of false
positives
Validated species
level annotation
High confidence
lipid annotations
Molecular formula-based annotation
(e.g. C46H80NO8P)
0
100
200
300
400
500
600
700
800
440 450 460 470 480 490 500 510 520 530 540 550 560 570 580 590 600 610 620 m/z 478.32541 496.33633 550.33555 623.50759
Intensity
Lipid-class specific hyperplane models
22:6 (Acyl chain fragment neutral loss)
478.32541 m/z
C24H49NO6P1+
Species level
Molecular species level
16:0 (Acyl chain fragment neutral loss)
550.33555 m/z
C30H49NO6P1+
The Bruker 4D-Lipidomics solution tackles the challenge of high confidence annotation within one software workflow
solution: MetaboScape®
MetaboScape is revolutionizing lipidomics by offering a more reliable, efficient, and objective multi-step approach to
data analysis. By adopting this technology, you can streamline your workflow, gain deeper insights into your research,
and achieve significant advancements in untargeted lipidomics. This includes tasks like:
Feature detection: Identifying and
classifying potential lipid signals in mass
spectrometry data with automated retention
time alignment, deisotoping and grouping of
adducts and neutral losses.
Rule-based annotation: Automatic
annotation of TIMS-cleaned MS/MS
fragmentation spectra using known lipid
fragmentation rules prevents over-reporting
of structural details when compared to
fragmentation pattern (spectral library)
matching.
Publish with confidence: Lipid annotations
reported in accordance with Lipidomics
Standard Initiative (LSI) guidelines.
CCS-Predict Pro: In the absence of
reference standard data, predicted CCS
values can be used to increase annotation
confidence with machine learning CCS
prediction hyperplane models.
Outlier detection: Remove false positive
annotations with automatic outlier detection
in both the retention time and CCS
dimensions.
The key difference:
High-confidence automated
annotation in untargeted lipidomics
3.
11
MetaboScape software: From discovery to
targeted lipidomics
Beyond broad lipid discovery, prm-PASEF
offers targeted analysis with exceptional
sensitivity and selectivity. By combining
annotations from untargeted dda-PASEF
data into automated targeted prm-PASEF
methods, MetaboScape unlocks this powerful
technique for a deeper understanding of your
lipidome, providing researchers with a more
focused analytical workflow aimed at larger
sample cohorts.
Translate discovery results to targeted analyses with unmatched selectivity
Untargeted
4D-Lipidomics with
rule-based lipid
annotation
MetaboScape
creates a TASQ
Method with
characteristic
MS/MS
fragments for
selected lipids.
TASQ creates list
of transitions to
monitor in
prm-PASEF run.
Import
prm-PASEF
data into TASQ.
Method
Management
Targeted analysis of
prm-PASEF data
prm-PASEF
acquisition
12
WATCH NOW
TASQ RealTimeQC: Your guide to high
quality data acquisition
Real-time monitoring with TASQ
RealTimeQC
TASQ® RealTimeQC empowers you to take control of your experiments with a powerful suite
of real-time data quality monitoring tools. This innovative software ensures the integrity of your
data, saving you valuable time and precious samples.
Prof. Thomas Moritz
Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Denmark
"Bruker's commitment to making data quality information immediately accessible
is evident with TASQ RealTimeQC. Their innovative solution to quality monitoring
provides assurance when it matters most and helps us make informed decisions
during the analysis, before it's too late to act. With RealTimeQC, Bruker is
uniquely and directly supporting lab-based metabolomics and lipidomics
research."
››
In-batch precision monitoring: Keep a watchful
eye on the consistency of your data throughout the
experiment. RealTimeQC tracks the behavior of userdefined quality control (QC) analytes spiked into your
samples. By monitoring these internal standards, you
can identify potential issues like instrument drift or signal
suppression early on, allowing for corrective actions
before compromising your entire dataset.
Visualize multidimensional data on-the-fly: Gain
immediate insights into your data as it's acquired.
RealTimeQC offers real-time visualization of key QC
parameters. You can monitor trends, identify outliers,
and assess the overall quality of your data acquisition
process all within a user-friendly interface.
Automatic outlier detection: Don't waste time sifting
through mountains of data. RealTimeQC employs
intelligent algorithms to automatically detect outliers in
your QC analyte measurements. This allows you to focus
on potential problems that require attention, saving you
valuable analysis time.
Summary statistics at your fingertips: RealTimeQC
provides real-time access to essential summary
statistics for your QC analytes. These statistics, such as
average signal intensity and coefficient of variation (CV),
offer a quick snapshot of data quality and flag potential
inconsistencies that might warrant further investigation.
Informed real-time decisions: With the wealth of
information provided by RealTimeQC, you can make
informed decisions on the fly. Identify potential
issues early and take corrective actions to ensure the
integrity of your data. This proactive action safeguards
your precious samples and prevents wasted time on
compromised experiments.
Here's what TASQ RealTimeQC offers:
13
timsTOF Ultra for single-cell lipidomics: These
advancements enable researchers to explore the diverse
lipid landscapes within individual cells, opening new
avenues for understanding cellular heterogeneity.
timsTOF fleX for SpatialOMx®: Molecular changes
originate at the cellular level and solution-based
techniques lack sensitivity to capture changes produced
from small cell populations. The SpatialOMx technology
unlocks the potential of cell-based molecular discovery
and enables probing lipid mechanisms and spatial
distribution of lipids in situ using MALDI Imaging
combined with a solution-based 4D-Lipidomics
approach.
Beyond the limits:
The future of lipidomics
Bruker is constantly pushing the boundaries of lipidomics research.
Areas of advancement include:
Seul Kee Byeon, Ph.D.
Assistant Professor, Mayo Clinic, Rochester, MN, USA
“I have been able to detect more than 100 species of lipids from an
isolated single cell in positive ion mode alone. My next steps include
studying heterogeneity at the single cell level, which has not been
possible before at this scale.”
››
Watch the LabCast by
Dr. Seul Kee Byeon,
Mayo Clinic
READ TECHNOTE
14
FURTHER READING
SpatialOMx lipid analysis of rat brain
Achieve deeper insights into complex biological systems.
Accelerate groundbreaking discoveries in lipidomics research.
Push the boundaries of scientific understanding.
Bruker's 4D-Lipidomics solution featuring dda-PASEF for untargeted discovery and prm-PASEF
for targeted data acquisition offers a powerful and versatile platform for unlocking the secrets
of the lipidome. With its superior separation power, enhanced structural characterization,
and robust quantitative analysis capabilities, 4D-Lipidomics empowers researchers of all
experience levels to:
Are you ready to unlock the full potential of lipidomics
research? Contact Bruker today to learn more about
our 4D-Lipidomics solutions and explore how they
can empower your research.
Conclusion: Empowering your
lipidomics research
Take the next step
15
For more information, visit:
bruker.com/lipidomics
4D-Lipidomics powered by TIMS and PASEF:
Empowering researchers to decipher the
language of lipids
ms.sales.bdal@bruker.com - www.bruker.com
For Research Use Only. Not for use in clinical diagnostic procedures.
Bruker Switzerland AG
Fällanden · Switzerland
Phone +41 44 825 91 11
Bruker Scientific LLC
Billerica, MA · USA
Phone +1 (978) 663-3660
Benefits Features
• Improved chromatographic peak capacity with Bruker Bio-LP
column chemistry for faster high resolution separations.
• Increased sensitivity and depth of lipid profiling with VIP-HESI.
• TIMS-enhanced lipid separation for improved
measurement selectivity.
• Accurate CCS measurement for improved annotation confidence.
• Fast, TIMS-cleaned MS/MS (up to 300 Hz) with dda-PASEF.
Increase efficiency
and lower costs
• Unmatched instrument reliability maximizes up-time and
minimizes operational and maintenance expense.
• PASEF workflows enable high throughput data acquisition
without compromise.
• Seamless transfer of discovery results to PRM-based targeted
analysis for validation and quantitation.
• Downloadable acquisition methods to jump start your
lipidome exploration.
Publish with confidence • 4D-Lipidomics with TIMS and PASEF surpasses conventional
workflows by combining multidimensional lipid separations with
routine CCS measurement and ultra fast MS/MS.
• Integrated QC tools for real-time monitoring of measurement
accuracy and precision.
• MetaboScape’s automated pre-processing and annotation
workflow leverages hard-coded expert knowledge.
• MetaboScape provides stringent, rule based and CCS-enabled
lipid annotations.
Achieve deep coverage of
the lipidome with high
precision and selectivity
For Research Use Only. Not for use in clinical diagnostic procedures.
• Seamless transfer of discovery
analysis for validation and quant
• Downloadable acquisition meth
lipidome exploration.
Publish with confidence • 4D-Lipidomics with TIMS and P
workflows by combining multid
routine CCS measurement and
• Integrated QC tools for real-tim
accuracy and precision.
• MetaboScape’s automated pre
workflow leverages hard-coded
• MetaboScape provides stringen
lipid annotations.
Online information:
bruker.com/
lipidomics
Bruker Daltonics is continually improving its products and reserves the right
to change specifications without notice. © Bruker Daltonics 09-2024, 1914093
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