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UniGE, Life Sciences Mass Spectrometry 1
The importance of sample preparation for the
analysis of proteins and peptides by liquid
chromatography with mass spectrometric detection
Gérard Hopfgartner, Antoine Lesur and Emmanuel Varesio
Life Sciences Mass Spectrometry, School of Pharmaceutical Science
EPGL, University of Lausanne, University of Geneva,
20 Bd d‘Yvoy, CH-1211 Geneva 4, Switzerland
EBF Focus Meeting: Large meets Small
Brussels, June 20-21, 2011
UniGE, Life Sciences Mass Spectrometry 2
Challenges in the analysis
of peptides and proteins
• Selectivity : thousands of proteins and peptides
are present in plasma
• Sensitivity : large dynamic range of
concentrations
• Matrix effects : co-eluting analytes can affect the
ionization process and therefore the limit of
quantification
• Sample throughput : Proteomics deals with
moderate samples sets while bioanalysis deals
with large number of samples
UniGE, Life Sciences Mass Spectrometry 3
Sample Preparation Strategies for
Peptide/Protein Analysis in Plasma
Peptides
300-1000 Da
Peptides
1000-5000 Da
Proteins
> 30 kDa
Proteins
5-30 kDa
Protein Precipitation
Liquid-Liquid Extraction
Solid-Phase Extraction
Affinity Enrichment
Abundant Protein
Depletion
Protein Precipitation
Solid-Phase Extraction
Affinity Enrichment
Partial Protein
Precipitation
Abundant Protein
Depletion
Protein Digestion
Affinity Enrichment
Abundant Protein
Depletion
Affinity Enrichment
(protein)
Protein Digestion
LLE
SLE
Affinity Enrichment
(peptide)
UniGE, Life Sciences Mass Spectrometry 4
Quantitative Peptide/Protein Analysis Workflow
LIMS 96 DWP
Study
Sample
List Reduction/Alkylation
Digestion
QqQ
QqQLIT
Isolation
Purification
Peptides
Isolation
Purification
++ + + ++++++ ++ ++
UniGE, Life Sciences Mass Spectrometry 5
Sample Preparation Steps for Protein
Analysis by LC-SRM/MS
1) Removal of abundant proteins
2) Reduction/alkylation
3) Overnight trypsin digestion
4) Removal of un-digested proteins
Mostly
24 hours
Do we need to optimize the process?
UniGE, Life Sciences Mass Spectrometry 6
Tryptic Digestion of Whole Plasma
Plasma
Volume
Albumins Globulins
50 µl 2.1 mg 1.23 mg
1000 µl 42 mg 24.5 mg
To digest 50 µl of plasma about 70 µg of trypsin (1/50) are needed per sample,
for 96 samples -> 6.7 mg of trypsin
Promega Trypsin Gold, Mass Spectrometry Grade 100µg US$100.13
6700 US$ for 96 samples
UniGE, Life Sciences Mass Spectrometry 7
Can We Accelerate Trypsin Digestion ?
Microwave digestion Thermomixer digestion
30 minutes at 37, 60°C ?
Why 18 hours at 37°C ?
UniGE, Life Sciences Mass Spectrometry 8
Heavy Chain sequence
1 QVQLVESGGGVVQPGRSLRLSCAASGFTFSVYGMNWVRQAPGKGLEWVAIIWYDGDNQYY 6061 ADSVKGRFTISRDNSKNTLYLQMNGLRAEDTAVYYCARDLRTGPFDYWGQGTLVTVSSAS 120121 TKGPSVFPLAPSSKSTSGGTAALGCLVKDYFPEPVTVSWNSGALTSGVHTFPAVLQSSGL 180181 YSLSSVVTVPSSSLGTQTYICNVNHKPSNTKVDKRVEPKSCDKTHTCPPCPAPELLGGPS 240241 VFLFPPKPKDTLMISRTPEVTCVVVDVSHEDPEVKFNWYVDGVEVHNAKTKPREEQYNST 300301 YRVVSVLTVLHQDWLNGKEYKCKVSNKALPAPIEKTISKAKGQPREPQVYTLPPSREEMT 360361 KNQVSLTCLVKGFYPSDIAVEWESNGQPENNYKTTPPVLDSDGSFFLYSKLTVDKSRWQQ 420421 GNVFSCSVMHEALHNHYTQKSLSLSPGK 448
Number of amino acids: 448 MW = 49’253.6 Da pI = 8.49
Light Chain sequence
1 EIVLTQSPDFQSVTPKEKVTITCRASQSIGSSLHWYQQKPDQSPKLLIKYASQSFSGVPS 6061 RFSGSGSGTDFTLTINSLEAEDAAAYYCHQSSSLPFTFGPGTKVDIKRTVAAPSVFIFPP 120121 SDEQLKSGTASVVCLLNNFYPREAKVQWKVDNALQSGNSQESVTEQDSKDSTYSLSSTLT 180181 LSKADYEKHKVYACEVTHQGLSSPVTKSFNRGEC 214
Number of amino acids: 214 MW = 23’357.9 Da pI = 6.49
Recombinant monoclonal antibody (mAb), MW = 145’000 Da
Quantitation of mAb in Human Plasma
A. Lesur et al. (2010) J. Chrom. A, 57, 1217
UniGE, Life Sciences Mass Spectrometry 9
Internal Standard and Protein Analysis
Protein
No IS
Digestion
Peptides
Signature
Peptide
+
Labeled signature
peptide
SRM LC-MS/MS
quantitation
Protein
+
Labeled Protein (IS)
Protein
+
Labeled peptide (IS) Threonine labeled with 13C/15N
UniGE, Life Sciences Mass Spectrometry 10
Evaluation of Accelerated Digestion
UniGE, Life Sciences Mass Spectrometry 11
Peptides Kinetic Formation
Thermomixer @ 37°C
Thermomixer @ 60°C
Microwave @ 40%
Microwave @ 100%
UniGE, Life Sciences Mass Spectrometry 12
Signature Peptide for mAb’s Quantitation in
Human Plasma
min
Thermomixer @ 37°C
Thermomixer @ 60°C
Microwave @ 40%
Microwave @ 100%
UniGE, Life Sciences Mass Spectrometry 13
Accelerated Digestion in Human Plasma
UniGE, Life Sciences Mass Spectrometry 14
Standard solutions
NameExpected concentration
(µg/ml)Accuracy
(%)
CAL 1 20CAL 2 100CAL 3 400CAL 4 800
CAL 5 1000
10289.8110104
93.5
Calibration Curve in Human Plasma
2 . 0 e 2 4 . 0 e 2 6 . 0 e 2 8 . 0 e 2 1 . 0 e 3
Analyte Concentration [µg/ml]
1 . 0
2 . 0
3 . 0
4 . 0
5 . 0
6 . 0
7 . 0
8 . 0
9 . 0
Analy
te A
rea / IS
Are
a
UniGE, Life Sciences Mass Spectrometry 15
Capture of targeted
proteins
(in plasma samples)
Immobilization of
antibodies on
magnetic beads
Tryptic digestion
directly on beads
Microwave
assisted digestion
LC-SRM/MS analysis Removal of the
magnetic beads
Immunocapture Techniques coupled to MS
UniGE, Life Sciences Mass Spectrometry 16
Goat IgG Captured by Magnetic Beads Coated with Protein G
- 10 min digestion assisted by microwave
- 44% coverage for the heavy chain
UniGE, Life Sciences Mass Spectrometry 17
How Selective is Liquid Chromatography with
Selected Reaction Monitoring Quantitation?
1 MRIAVICFCL LGITCAIPVK QADSGSSEEK QLYNKYPDAV ATWLNPDPSQ 50
51 KQNLLAPQNA VSSEETNDFK QETLPSKSNE SHDHMDDMDD EDDDDHVDSQ 100
101 DSIDSNDSDD VDDTDDSHQS DESHHSDESD ELVTDFPTDL PATEVFTPVV 150
151 PTVDTYDGRG DSVVYGLRSK SKKFRRPDIQ YPDATDEDIT SHMESEELNG 200
201 AYKAIPVAQD LNAPSDWDSR GKDSYETSQL DDQSAETHSH KQSRLYKRKA 250
251 NDESNEHSDV IDSQELSKVS REFHSHEFHS HEDMLVVDPK SKEEDKHLKF 300
301 RISHELDSAS SEVN 314
MW (average) = 33’713.53 Da pI = 4.35 (mature protein)
4 isoforms are described in UniProtKB (www.uniprot.org/uniprot/P10451#section_alternative)
Heavily phosphorylated and glycosylated protein
Protein: Osteopontin (P10451-1 | OSTP_HUMAN)
UniGE, Life Sciences Mass Spectrometry 18
EFHS*HEFHS*HEDMLVVDPK
14 transitions at the same retention
9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8
Time, min
0.0
1.0e4
2.0e4
3.0e4
4.0e4
5.0e4
6.0e4
7.0e4
8.0e4
9.0e4
9.6e4
Inte
nsity,
cp
s
9.64
Precursor m/z 480.8 z=5+
SRM Selectivity in Human Plasma
(Osteopontin phosphopeptide)
m/z ion charge
501.2 b4 1
588.3 y14 3
377.8 b8 3
922.3 b14 2
461.7 b14 3
511.2 b16 4 401.2 y7 2
757.7 y18 3 251.1 b4 2
633.9 y15 3 277.1 b2 2
414.2 b3 3
577.5 y13 3 497.5 y16 4
b
4
1 1
Product
UniGE, Life Sciences Mass Spectrometry 19
Product Ion MS/MS Spectrum of m/z 480.8
400 500 600 700 800 900 1000 1100 1200
m/z, amu
2.0e5
4.0e5
6.0e5
8.0e5
1.0e6
1.2e6
1.4e6
1.6e6
1.8e6
2.0e6
Inte
nsity
, cp
s
587.5
754.6 686.6
520.4 500.5
683.5 480.7
920.8 574.1 726.5 427.3 853.6 471.2 655.7 835.7 1050.0
m/z ion charge
501.2 b4 1
588.3 y14 3
377.8 b8 3
922.3 b14 2
461.7 b14 3
511.2 b16 4 401.2 y7 2
757.7 y18 3 251.1 b4 2
633.9 y15 3 277.1 b2 2
414.2 b3 3
577.5 y13 3 497.5 y16 4
b
4
1 1
585 586 587 588 589 590 m/z, amu
2.0e5
4.0e5
6.0e5
8.0e5
1.0e6
1.2e6
1.4e6
1.6e6
1.8e6
Inte
nsity
, cps
587.5
588.5
496 497 498 499 500 501 502 503 504 505 506 507 m/z, amu
5.0e4
1.0e5
1.5e5
2.0e5
2.5e5
3.0e5
3.5e5
4.0e5
4.5e5
5.0e5
5.5e5
6.0e5
Inte
nsity, c
ps
500.5
501.2
756.0 756.5 757.0 757.5 758.0 758.5 759.0 759.5 760.0 m/z, amu
5.0e4
1.0e5
1.5e5
2.0e5
2.5e5
3.0e5
3.5e5
4.0e5
4.3e5
Inte
nsity, c
ps
757.7
758.3 758.8
910 912 914 916 918 920 922 924 926 928 930 932 934 936 938 940 m/z, amu
2.0e4
4.0e4
6.0e4
8.0e4
1.0e5
1.2e5
1.4e5
1.6e5
1.8e5
2.0e5
2.2e5
2.4e5
2.6e5
2.8e5
Inte
nsity, c
ps
920.8
922.7
408 409 410 411 412 413 414 415 416 417 418 419 m/z, amu
5000.0
1.0e4
1.5e4
2.0e4
2.5e4
3.0e4
3.5e4
4.0e4
4.5e4
5.0e4
5.5e4
6.0e4
6.5e4
Inte
nsity, c
ps
413.0
414.0 412.6
Product
UniGE, Life Sciences Mass Spectrometry 20
Found “Albumin” peptide
RHPEYAVSVLLR m/z 480.6 z=3+
Target peptide
EFHSHEFHSHEDMLVVDPK phosphorylated m/z 480.8 z=5+
Database Search (UniProtKB_SP)
UniGE, Life Sciences Mass Spectrometry 21
What Can We Do To Improve Selectivity
To Avoid False Positive Results?
Sample preparation
Chromatography (UHPLC, multidimensional, …)
1) Multiple MS (SRM3)
2) High Resolution: but How Much ?
3) Ion Mobility Spectrometry (DMS)
………………
UniGE, Life Sciences Mass Spectrometry 22
Ghrelin in Rat Plasma
GSS1FLSPEHQKAQQRKESKKPPAKLQPR
S1) with octanoyl 3314.6 u
S) without 3188.6 u
7+
6+
5+
200 400 600 800 1000 m/z
0.0
1.0e6
2.0e6
3.0e6
4.0e6
5.0e6
6.0e6
7.0e6
Inte
nsity,
cps
532.3
638.7 456.5
7+
6+
5+
Desacyl Ghrelin
Full Scan MS Spectrum
UniGE, Life Sciences Mass Spectrometry 23
y4+
200 400 600 800 1000 m/z
0.0
1.0e6
2.0e6
3.0e6
4.0e6
4.8e6
Inte
nsity,
cp
s
675.2
703.6
653.5
740.3
606.4
453.7
y4+
Product Ion Spectrum from 5+ Precursor
UniGE, Life Sciences Mass Spectrometry 24
0.0 1.0 2.0 3.0 4.0 5.0 min
2.00e4
4.00e4
6.00e4
8.00e4
1.00e5
1.20e5
Inte
nsity,
cps
2.38
2.66
m/z 638.7 (5+) -> m/z 675.2 (4+)
m/z 663.7 (5+) -> m/z 675.2 (4+)
Ghrelin
Desacyl Ghrelin
LC-SRM/MS Chromatogram (standard)
UniGE, Life Sciences Mass Spectrometry 25
0.0 1.0 2.0 3.0 4.0 5.0 min
2000
4000
6000
8000
1.00e4
1.19e4
Inte
nsity,
cp
s
3.52
2.90
3.89
2.38
m/z 638.7 (5+) -> m/z 675.2 (4+)
m/z 663.7 (5+) -> m/z 675.2 (4+)
LC-SRM/MS Analysis Rat Plasma after
Protein Precipitation with HClO4
UniGE, Life Sciences Mass Spectrometry 26
200 400 600 800 1000 m/z, Da
0.0
2.0e4
4.0e4
6.0e4
8.0e4
1.0e5
1.2e5
1.4e5
1.6e5
1.8e5
Inte
nsity, c
ps
675.7
513.2 906.5
809.4 454.2
249.1 641.4
m/z 663.7 (5+) -> m/z 675.2 (4+) ->
1. MS3 Spectrum of Desacyl Ghrelin (standard)
UniGE, Life Sciences Mass Spectrometry 27
Max. 1.4e7 cps.
1.0 2.0 3.0 4.0 5.0 0.0
5.0e6
1.0e7
1.4e7
cps
2.66
Max. 4.4e7 cps.
1.0 2.0 3.0 4.0 5.0 6.0
Time, min
0.0
2.0e7
4.0e7
cps
2.38
LC-MS3 traces (standard)
Ghrelin
Desacyl Ghrelin
UniGE, Life Sciences Mass Spectrometry 28
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 0.00
1.00e4 2.38
0.0
1.0e7 2.39
1.0 2.0 3.0 4.0 5.0 6.0 Time, min
0.0
5.0e5 2.40
2.83
LC-MS analysis Rat Plasma after Protein
Precipitation with HClO4
SRM3
XIC 454
XIC 513
TIC MS3
SRM
m/z 638.7 (5+) -> m/z 675.2 (4+) -> m/z 454
m/z 638.7 (5+) -> m/z 675.2 (4+) -> m/z 513
Desacyl Ghrelin
UniGE, Life Sciences Mass Spectrometry 29
2. High Resolution and Accurate Mass Measurements
TripleTOF 5600
AB Sciex
TOF MS and MS/MS ≤ 100 msec
Resolution ≥ 30’000
Mass Accuracy ≤ 2 ppm
Rat Ghrelin (6+)
FWHM = 0.015
UniGE, Life Sciences Mass Spectrometry 30
LC-TOF/MS
2.6
2.8
Human Plasma
Tryptic Digest
Ghrelin
Desacyl Ghrelin
UniGE, Life Sciences Mass Spectrometry 31
Human Plasma Digest Spiked with Rat Ghrelin
TIC
2.5 ng on-column
?
UniGE, Life Sciences Mass Spectrometry 32
Human Plasma Digest Spiked with Rat Ghrelin
XIC m/z 553.1507 +/- 0.35
2.8
UniGE, Life Sciences Mass Spectrometry 33
553.0 553.5 554.00
400
800
1200
1600
2000
553.1507
Human Plasma Digest Spiked with Rat Ghrelin
2.8
XIC m/z 553.1507 +/- 0.005
UniGE, Life Sciences Mass Spectrometry 34
3. Differential Ion Mobility Spectrometry –
Triple Quadrupole Linear Ion Trap
(DMS-QqQLIT)
+ ++++ + ++
+++ ++ +
GSS1FLSPEHQKAQQRKESKKPPAKLQPR
Rat Ghrelin and Desacyl Ghrelin
1st Dimension
(HPLC)
2nd Dimension
(DMS)
3rd Dimension
(MS or MS/MS)
UniGE, Life Sciences Mass Spectrometry 35
Differential Ion Mobility Spectrometry (DMS)
b) When Vc is a function of time,
DMS provides spectral
information DMMP+ Lut
-30 -20 -10 0 10
Compensation voltage (V)
a) When Vc is constant and is
tuned for certain ions species,
DMS is operated as ions filter
Esf(t) Vc
K(E)=Ko(1+α(E))
Ions To
MS
B. Schneider et al. Anal. Chem. (2010), 82, 1867
UniGE, Life Sciences Mass Spectrometry 36
LC-DMS-Single Ion Monitoring/MS
0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 0e0
2e5
4e5
6e5
8e5
I n t e
n s i t y
2.7
2.6 DMS OFF
XIC m/z 532.4 (6+)
0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0
Time, min
0e0
1e5
2e5
I n t e
n s i t y
2.6
DMS ON
XIC m/z 532.4 (6+)
+ + + +
UniGE, Life Sciences Mass Spectrometry 37
0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0
Time, min
0
10000
20000
I n t e
n s i t y
2.6
0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0
Time, min
0e0
1e5
2e5
I n t e
n s i t y
2.6
DMS ON
XIC m/z 532.4 (6+)
MS/MS
XIC m/z 532.4 (6+) -> m/z 563.6
LC-SRM/MS vs. LC-DMS/SIM
+ + + +
+ ++++ + ++
+++ ++ +
UniGE, Life Sciences Mass Spectrometry 38
Differential Ion Mobility Spectrometry (DMS)
With Organic Modifiers (Additional Selectivity)
UniGE, Life Sciences Mass Spectrometry 39
LC-DMS SIM/SIM Analysis of Rat Ghrelin
Spiked in Human Plasma
Modifier: methanol 1.5 % in N2, SV 2800 Volts
UniGE, Life Sciences Mass Spectrometry 40
Conclusions
• For proteins and peptides LC-SRM/MS analysis, the sample
preparation strategies strongly depend on the size of the
protein/peptide.
• Protein digestion can be accelerated by increasing the
temperature. The advantage of microwave versus Thermomixer is
still not clear.
• Contrary to small molecules, the Selected Reaction Monitoring
mode is not as selective for multiply charged peptides.
• Selectivity can be improved from the MS side by applying high
resolution approaches or using differential ion mobility
spectrometry (DMS). Waiting for the combination of both……!
• Organic modifiers in DMS positively affects the resolution power
and the selectivity but can also affects the ionization process.
UniGE, Life Sciences Mass Spectrometry 41
University of Geneva
Tobias Bruderer
Chantal Grivet
Markus Himmelsbach
Tiffany Porta
Tatjana Sajic
Jonathan Sidibé
David Tonoli
Michel Wagner
Novartis
Dieter Zimmer
Stefan Bek
Dionex
Martin Markus
Frank Steiner
AB Sciex
Ron Bonner
Nic Bloomfield
Lyle Burton
Tom Covey
Igor Chernuchevic
Eva Duchoslav
Tanya Gamble
Dominic Gostick
Gordana Ivosev
J.C. Yves Le Blanc
Sasha Loboda
Brad B. Schneider
Stephen Tate
Acknowledgments