Gauging Complementary Proteomics Discovery Of ...

1 downloads 0 Views 5MB Size Report
Present study explores the liquid phase isoelectric FFE fractionation (free-flow electrophoresis) and SCX. (strong cation exchange) HPLC to understand the ...
Proceedings of the 56th ASMS Conference on Mass Spectrometry and Allied Topics, Denver, CO, June 1 - 5, 2008

Gauging complimentary proteomics discovery of Nostoc punctiforme PCC 73102 using a combination of FFE, SCX, Ion-Trap and QTOF-MS Ow1,

Saw Yen 1Biological

Introduction

Nishikant

, Mikkel

Nissum2,

P.C.

Phone number +44 (0)114 222 7528 Fax Number +44 (0)114 222 7501 Email: [email protected] [email protected] [email protected]

and Environmental Systems Group. Department of Chemical and Process Engineering, The University of Sheffield, UK. 2Bd Diagnostics, Martinsried, GERMANY

SCX pre-fractionation & isoelectric focussing by FFE:

C

Mappin St. Sheffield S1 3JD, U.K.

Wright1

20

18

18

• For SCX pre-fractionation, 1mg of protein was reduced, alkylated and simplified with trypsin. Peptides were separated using PolyLC PolySULFOETHYL A column (200 x 2.1 mm, 5 µm) with a 60 min gradient.

16

16

I

14

b

II

14

z-score

A

z-score

Overview

12

12 10

10

8

8

6

6

4

• For isoelectric focussing by FFE, 1mg of protein was diluted in separation medium containing 7 M Urea, 2 M thiourea, 250 mM mannitol and Prolytes (to generate pH gradient). pH gradient of 4-9 was used for fractionation at voltage of 520 v, 13 mA at a temp. of 10 °C as described by Wang et. al. (2004).

2 2

0 0

III

Fig 6: p-value distribution of the soluble Nostoc punctiforme proteome. The probabilistically calculated p-values of identified peptides were plotted against a scoring value (z-score). For peptide ms/ms search minimum peptide length is kept 6; minimum z-score of 5.5 and filtering criteria i.e., P-value set at 1.0 x 10 -4. Scoring model was selected as per the instruments used. Enzyme specificty was set at trypsin, and a mass difference of + 1.0 and + 0.5 Da for precursor and fragment ions, respectively was accepted. Half-tryptic peptides with 2 missed cleavages were allowed. Figures shows the calculated p-value obtained in different workflows. (I): p-value distribution found in identified peptides when samples were pre-fractionated with FFE isoelectric focussing and spectra MS2 acquired using QSTAR-XL. (II): p-value distribution found in identified peptides when samples were pre-fractionated with SCX chromatography and spectra MS2 acquired using QSTAR-XL. (III): p-value distribution found in identified peptides when samples were pre-fractionated with SCX chromatography, spectra MS2 acquired using Bruker HCT Ultra Ion-Trap with dynamically selected 2 precursors. (IV): p-value distribution found in identified peptides when samples were pre-fractionated with SCX chromatography, spectra MS2 acquired using Bruker HCT Ultra IonTrap with dynamically selected 6 precursors.

Ion-TRAP_2ms QSTAR_SCX

Unknown

Periplasmic

OuterMembrane

Extracellular

CytoplasmicMembrane

586

Fig 3: a) Venn diagram showing complimentary and enhanced identification achieved through two different types of mass spectrometer instruments.

Q-IT (6MS2)

26204

4221

851

b) Evidence suggesting the importance of precursor selection and duty cycle to achieve enhanced coverage of proteome mining. c) Evidence suggesting enhanced coverage in FFE/SCX prefractionation technique with only 6.9% overlap.

Fractions 21-35

Fractions 5-20

Cytoplasmic

Fig 7: Comparative sub-cellular localization of proteins found in Ion-TRAP-SCX (2ms/ms and 6ms/ms) and QSTAR-XL (SCX and FFE) workflow.

3705

Principal outcome •Increased

proteome

p-value

c

Ion-TRAP_6ms

200

0

14047

coverage

achieved

by

application of SCX and FFE pre-fractionation. •Proteome found in Q-IT (HCT Ultra) showed 70.59% overlap with the proteome found in Q-TOF (QSTAR-

x10

4 . 0 1

2.0 Intens. 7 x1 0

. 8 0

Inte ns. 8 x10

a

3 . 0 2

1.5

1.2

1.5 . 6 0

6

Intens. 8 x1 0

1.0

2 . 4 0

1.5

. 0 1

1.0 . 0 1

1

4

0.6

0.8

4

. 5 0

. 6 0

. 0 1

0.4

x10

4

8

0.5

0.50

References: Chee Sian Gan, Kenneth F. Reardon, Phillip C. Wright: Comparison of protein and peptide prefractionation methods for the shotgun proteomic analysis of Synechocystis sp. PCC 6803, Proteomics (2005); 5,2468-2478

XL) which eventually validates proteins we found in

1.0

0.75

. 2 0

. 8 0

8

. 0 0

5

1.0

5

0.8

.5 1

x1 0

x10

1.00

. 5 1

x10

of two pre-fractionation

6

2

QSTAR_FFE

Q-IT (2MS2)

8

p-value

300

940

IV

10

4

350

6,681

14

0 1.00E +03 1. 00E-02 1. 00E-07 1. 00E-12 1.00E -17 1. 00E-22 1.00E -27 1.00E -32 1. 00E-37 1.00E -42 1. 00E-47 1.00E -52 1.00E -57

100

8

p-value

0

400

16,795

x10

1.00E+0 1.00E- 1. 00E- 1. 00E- 1. 00E- 1.00E- 1.00E- 1.00E- 1.00E- 1.00E- 1.00E- 1.00E- 1.00E- 1.00E- 1. 00E- 1.00E- 1.00E- 1.00E- 1. 00E- 1. 00E01 04 07 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55

1.00E271

2

450

QTOF (2MS2)

present investigation for study

1. 00E66

4

150

workflow employed in the

1.00E61

12

50

Fig 2: Showing typical

1.00E56

1.00E+01 1. 00E-0 3 1.00 E-07 1.00 E-11 1.00 E-15 1. 00E-1 9 1.00 E-23 1.00 E-27 1.00 E-31 1. 00E-3 5 1.00E-39 1.00 E-43 1.00 E-47

Proteome Mining Statistics

• Protein extraction was done by resuspending the biomass in 40 mM Tris-HCl pH 8.5 via mechanical disruption. Crude protein extract separated at 21,000 x g. Protein quantitation was done by Bio-Rad RCDC protocol according to the manufacturer instructions. Multiple 1 mg proteome were reduced and cysteine blocked. Aliquot of samples were subject to fractionation (FFE & SCX) either before or after tryptic digestion in 50:1 ratio of trypsin.

1.00E 51

6

Results Unique Proteins

1. 00E46

8

250

Valid Peptides

1.00E41

10

Protein subcellular localization found in various workflows

Mass Total Spectrome Peptides ter

1.00E36

16

No of proteins

• Nostoc punctiforme PCC 73102 was maintained under diazotrophic condition on BG-110 (N2 fixing condition), 25 °C at a constant light intensity of 50 mE/m2/s. Cells were harvested at mid-to-exponential log phase.

1.00E31

18

12

MS/MS spectra interpreted by Phenyx from N. punctiforme database downloaded from the ORNL website (http://genome.ornl.gov/microbial/npun/), half-tryptic peptides and 2 missed cleavages were allowed. Scoring model was set at a p-value < 1x 10 -4 according to Heller, et. al.(2005).

Culture conditions and protein extraction

1.00E26

14

Data processing:

Materials and Methods

1. 00E21

16

Tandem peptide spectra MS2 were acquired using QSTAR XL Q-TOF MS and Bruker HCT Ultra PTM discovery Q-IT MS using variable settings of either 2 or 6 dynamically selected CID induced precursors (1MS with 2MS2 or 6MS2; in Q-IT only).

Present study explores the liquid phase isoelectric FFE fractionation (free-flow electrophoresis) and SCX (strong cation exchange) HPLC to understand the applicability of these technologies on qualitative and quantitative proteomics shotgun studies as previously shown by Gan et. al (2005). We choose Nostoc punctiforme PCC 73102 as a model organism in the present study.

1.00E16

C

Peptide Sequencing by Tandem MS:

Fig. 1: A schematic diagram of workflow and instruments used in the present study. A: Bruker HCT Ultra PTM discovery; B: QSTARXL; C: Bd FFETM system; D: PolyLC SCX on Dionex LC

1.00E 11

p-value

FFE fractions were cleaned with Centricon Ultracel® YM-3.

-

1. 00E06

Z -score

D

B

4

1.00E+0 1.00E4 01

Z-score

v High degree of complementation between tandem MS instruments on complex proteome analysis of nitrogenfixing cyanobacterium. v Robustness of SCX has been already well established for qualitative and quantitative proteomics, but in the present study we found that FFE iso-electric based separation also yields a similar level of results v Two entirely different mass spectrometers were deployed during the present study v Identification based on FFE/SCX are highly complimentary.

Wase1

Contact details:

0.5

1.0 0

3

.0 1

3.0

0.0

0.6 . 8 0

0.2

. 4 0

Intens. 8 x10

. 0 0

3

4

8

0

2

3

techniques (FFE/SCX) and

x1 0

. 6 0

7

3

0

x1 0

0.2

8 x1 0 . 50 1

.0 0

60

60

70

70

80

0 8

1.0

Ti me[ min]

both MS instruments.

Ti me[ min]

0.0

1

2

0

0.75

Intens. 8 x10

0

4

1.0

•Precursor selection and duty cycle has a definite

0.5 0.5

1

. 5 1

0

1.0

1.25 0

x10

0.50

0.8

0.0

. 00 1

1.25

1. 5 . 0 1

2

. 5 0

1.00

0

0.6

0.25

. 75 0

0.0

0.5

1.00

. 0 0 0

10

20

30

40

50

60

70

80

. 0 0

. 00 0

0.25 0. 0

0.00 0

Ti me [min]

10

0.4

0.75 0

. 25 0 0. 5

0.50

90

. 5 0 . 50 0

Signal count

1. 0

0.75

20

30

40

50

60

Time ( Min)

70

80

90

Ti me [min]

0.00

bearing on the shotgun performance where 6 MS2

0.0

0.2

0.50

0.0

0.25

Yonghui Wang, William S. Hancock, Gerhard Weber,Christoph Eckerskorn, Darryl Palmer-Toy; Free flow electrophoresis coupled with liquid chromatography-mass spectrometry for a proteimic study of the human cell lines (K562/CR3), Journal of Chromatography A, 1053 (2004) 269-278

0.00 0

10

20

30

40

50

60

0 7

80

90

Ti me[ min]

precursor

Time (min)

Fig. 4: Representation of actual peak intensities with relation to the respective fractions. Current figure shows peak intensities for SCX fractions run on Bruker HCT ultra Ion-Trap with a duty cycle of 2ms2 from the high scoring fractions.

Chemical & Process Engineering.

90

90

1.0

1.5

. 0 0

. 0 1

Signal cou nt

50

50

0.0

1 1.00

8 x10 1.2

1

. 5 1

comparison in two distinctly

40

40

. 0 2

8 . 25 1

30

30

0

1.5 . 2 0

4

2

6

20

0.00

2 2

1.25 8

2 . 5 2

Intens. 8 x1 0

10

0.5 1

2.0 . 0 0

x10

x1 0

systems Q-TOF/Q-IT.

0.4 1.5

. 4 0

. 0 2

different mass spectrometry

. 2 0

6

20

0.0

.5 0 3

7 x10 . 0 3 7

10

0.25

2.5 0.0

Fig 5(a): Comparative virtual gel achieved through two complimentary mass spectrometry workflows. A total of 1606 unique proteins were found which is around 20.66% of total proteome coverage. (b & c): shows predicted membrane and secretory proteins

Acknowledgments

scan

yields

>

40%

enhanced

identification (HCT Ultra Ion-Trap). •Complementary mass spectrometry yielded highly

Heller M, Ye M, Michel PE, Morier P, Stalder D, Jünger MA, Aebersold R, Reymond F, Rossier JS; Added value for tandem mass spectrometry shotgun proteomics data validation through isoelectric focusing of peptides. J Proteome Res. 2005 Nov-Dec;4(6):2273-82.

enhanced proteome coverage.

FP6- NEST Pathfinder Synthetic Biology project num. 043340.

‘Engineering from Molecules’ www.sheffield.ac.uk/cpe

Suggest Documents