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Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December, 2012 1

Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

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Page 1: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Sequence Information Content in Peptide MS/MS Spectra

Karl R. ClauserBroad Institute of MIT and Harvard

BioInfoSummer 2012University of Adelaide

December, 2012

1

Page 2: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Topics Covered

2

• AA properties• Fragmentation pathways and ion types• b/y pairs• Non-mobile proton• Neutral loss ion types• CID/HCD/ETD• Sample handling chemistry artifacts• Isobaric co-eluters• Mass tolerance units and isobaric AA’s• Other Tutorials

Page 3: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

AA Structures & Masses

3

http://ionsource.com/Card/clipart/aaclipart.htm

G A V57 71 99

S T Y87 101 163

F W 147 186

P97

M C131 103 (+57 IAA)

L I113 113

D E115 129

pK: 4.0 4.5pK: C-term 3.5

K  H R128 137 156

N Q114 128

pK: 10 6 12 pK: N-term 7.5

Name AA MassGly G 57Ala A 71Ser S 87Val V 99Thr T 101Leu/Ile L/I 113Asn N 114Asp D 115Lys/Gln K/Q 128Glu E 129Met M 131His H 137Phe/Met-ox F/m 147Arg R 156Cys-IAA C 160Tyr Y 163Trp W 186

Page 4: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Charge-directed Fragmentation Scheme

4

H2N CH C NH CH C NH CH C NH CH C OH

R1 R2 R3 R4

O O O O

H

b3

b ion formation

NH CH C OH

R4

O

H

+H y1

y ion formation

+Neutral pumped away by vacuum system

and/or

H2N CH C NH CH C NH CH C

R1 R2

O O O

R3

zHz+

+

+Neutral pumped away by vacuum system

+

Proton Mobility

Mobile: zpre > #Arg + #Lys + #HisPartially mobile: zpre < #Arg + #Lys + #His and > #ArgNon-mobile: zpre < #Arg

For peptides with non-mobile protons, fragmentation tends to proceed via charge-remote mechanisms. MS/MS spectra will be dominated by a few ions, typically:

C-term side of D, EN-term side of P

Page 5: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Sequence Specific Fragment Ion Types

5

H2N CH C NH CH C NH CH C NH CH C OH

R1 R2 R3 R4

O O O O

y1

b3

nHn+

z1x1

a3 c3

Ion type restrictions residues delta

a-NH3 contains NH3 residue RK NQ -17

b-NH3, y-NH3 contains NH3 residue RK NQ -17

b-H2O, y-H2O contains H2O residue ST DE -18

b-H3PO4, y-H3PO4 contains H3PO4 residue st -98

y++, b++ contains charged residues RHK

Page 6: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Immonium ions

6

H2N CH C NH CH C NH CH C NH CH C OH

R1 R2 R3 R4

O O O OnHn+

Amino Acid m/zS Ser 60V Val 72T Thr 74I,L Leu,Ile 86N Asn 87D Asp 88K,Q Lys, Gln 84,101,129E Glu 102M Met 104H His 110R Arg 70, 73, 87,100,112,185F Phe 120P Pro 70, 126C C-iodoacetamide 133Y Tyr 136W Trp 117, 130, 159, 170

Provide partial AA composition,but not stoichiometry

Page 7: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Complementary Ions b/y pairs

7

E V Q L V|E/S|G|G|G L|V|K|P G G\S\L\R

128 99 99 128

Page 8: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Dual Picket Fence

8

A E/D|T|A|L|Y|Y|C A\K

115 101 71 113 163 163

163 163 113 71 101 115

Page 9: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

101000

10 510 710 9

10 1110 1310 1510 1710 1910 2110 2310 2510 2710 2910 3110 33

Num

ber

of P

eptid

es

1 5 9 13 17 21 25

All Sequences (Permutations 20 N)

Peptide Length (N)

All AA Compositions (Combinations)Sequences in Human Genome

multiple copiesof eachsequence present 1 sequence / composition

may be present

log scale

(# of genes) x (mean length - N)(100,000) x (350aa - N)

N < 6N > 11

Uniqueness of a Peptide Sequence

9

Clauser, K. R.; Baker, P. R.; Burlingame, A. L. " Role of Accurate Mass Measurement ( +/- 10ppm) in Protein Identification Strategies Employing MS or MS/MS and Database Searching", Anal. Chem. 1999, 71, 2871-2882.

Page 10: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Dominant Cleavage Proline N-side

10

N F|P/S/P V D A A F R y9

b2

28 87 97

Page 11: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Sparse Dominant Fragmentation

11

115 202

202 115

(K)I S R|P G D|S D|D|S R(S)

Non-mobile protonzpre < #Arg

Page 12: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

12

Cry Babies (b-H2O & b pairs)

P(m/z)-H2O

P(m/z)-2H2O-18Da

E/H/A|V/E|G/D|C D|F Q L L K N-term E

Page 13: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

13

Orbitrap Elite, High Resolution MS/MS by CID, HCD, or ETD

Mass Analyzerfor each

Precursor Isolationfor each

Dissociationby CID or ETD

Dissociationby HCD

CID by resonant excitation <2eVHCD beam-type collisions with N2 ~100eVETD electron transfer dissociation

CID /ETD 1/3 precursor m/z cut-offHCD, no cutoff for Separation in space of precursor isolation and fragmentation

http://planetorbitrap.com/orbitrap-elite

Fluoranthenefor ETD

Page 14: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

14

CID/HCD/ETD triplets on same precursor z=3

CID

HCD

ETD

(K)K/I/S/N|I|R|E|M\L P V L|E|A V\A\K(A) (K)K|I/S N I R E M L|P|V|L\E|A V/A/K(A) (K)K/I/S/N I R E M L|P/V L\E|A\V\A\K(A)

Page 15: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

15

CID/HCD/ETD triplets on same precursor z=2

(K)V S\I/P|V/I/S/D E/E/C Q/S/R(F)

(K)V S/I/P/V|I|S/D E/E|C/Q S R(F)

(K)V/S/I P/V/I/S/D E/E C/Q S\R(F) CID

HCD

ETD

Page 16: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

16

CID/HCD/ETD triplets on same precursor z=4

(K)Q/R|V|T|G|L|D|F/I P\G|L\H P|I\L|S|L|S\K(M)

(K)Q R V T G\L\D\F|I/P/G L/H/P I L/S L/S K(M)

(K)Q R V T G L|D|F|I|P/G L H P I L S L S K(M)

CID

HCD

ETD

Page 17: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

17

ETD doesn’t work well at high m/z

(K)A G/K/P L L/I|I|A/E/D V E/G E A L A T L V V N T M R G I V K V A A V K A P G F G D R R K(A)

(K)A G/K/P L/L|I|I|A/E/D V E G E A L A T L V V N T M R G I V K V A A V K A P G F G D/R R K(A)

CID

HCD

ETD

Page 18: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Source of Incorrect MS/MS Interpretations

18

MajorDatabase

Peptide not in database. Mutation. MS/MS not from a peptide.

Unanticipated Protein ChemistryChemical modification, post-translational modification.

Enzyme/Ion SourceNon-specific cleavage. In-source fragmentation yields MS3.

MinorAlgorithm

Fragment ion types of instrument not accounted for. Peak Detection.

Instrument ResolutionWrong parent charge. Wrong fragment charge.

User CompetenceWrong parameters selected.

Page 19: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Expect Woes & Nuisances

19

Sample Handling Chemistry• Carbamylation +43 nterm, Lys urea in digest buffer• Deamidation +1 N -> D sample in acid• pyroGlutamic acid -17 nterm Q sample in acid• pyroCarbamidomethyl Cys -17 nterm C sample in acid• Oxidized Met +16 M gels• Cys alkylation reagent +x n-term, W

Data Dependent Acquisition Parameters• Isobaric Co-eluters

Protein Isoforms / Family Members• Isobaric peptides from related proteins

Page 20: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

20

(R)q L/Q|L|A|Q|E|A|A\Q\K(R)

(R)Q L/Q/L/A|Q/E/A|A Q\K(R)

P(m/z)-NH3

-17 Da

Q to q

N-term Q

Stinkers (b-NH3) & Pyroglutamic Acid

Page 21: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

21

G S/E S\G\I\F\T\N/T K

Deamidation

G S/E/S|G|I|F|T|D\T K

6.6243.4%

+0.986 Da

G S/E/S|G|I|F|T|n\T K

18.3596.9%

+0.007Da

Page 22: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Deamidation of Asn (+1Da)

22

ionsource.com

Asn –NH + O = Asp

Page 23: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Know Your Chromatographic Peak Widths

23

8.78 71.0%

DFwdRev: 3.49

(K)E E m E S A E G|L|K\G P/m\K(S)

TopDatabaseSearchResult

Merged 4 spectrasame precursor50 sec window

different peptides

Page 24: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Physiochemical Complications to Computational Interpretation

24

• Incomplete Fragmentation• Inconsistent intensity of fragment ion types

• Instrument type dependent• Amino acid dependent

• Chemical or post-translational modifications• Isobaric AA’s

• I = L (C6 H11 N1 O)• K = Q (C6 H12 N2 O, C5 H8 N2 O2)

• Isobaric AA combinations• GG=N (C4 H6 N2 O2 , C4 H6 N2 O2)• GA=K=Q (C5 H8 N2 O2, C6 H12 N2 O, C5 H8 N2 O2)• W=DA=VS (C11 H11 N2 O, C7 H10 N2 O4, C8 H14 N2 O3)

• Parent charge uncertainty• Fragment charge uncertainty

Page 25: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

25

Consequences of Inappropriate Tolerance Units(using Da tolerance when instrument errors are in ppm)

Too loose Too tight

just right• Isobaric AA’s• I = L (C6 H11 N1 O) = 113.08406• K ~ Q (C6 H12 N2 O, C5 H8 N2 O2) 128.09496 ~ 128.05858 D =0.03638• F~m (C9 H9 N O, C5 H9 N O S) 147.06841 ~ 147.0354 D =0.0330 • Isobaric AA combinations• GG=N (C4 H6 N2 O2 , C4 H6 N2 O2) 114.04293• GA=Q~K (C5 H8 N2 O2, C5 H8 N2 O2, C6 H12 N2 O) 128.09496 ~ 128.05858 D =0.03638• DA~W~VS (C7 H10 N2 O4, C11 H11 N2 O, C8 H14 N2 O3) 186.06405 ~ 186.07931 ~ 186.10044 D =0.01526 D =0.02113

Da mass error analyzers: ion trap, quadrupoleppm mass error analyzers: time-of-flight, orbitrap, ion cyclotron resonance

Page 26: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Additional Resources

26

Google: “de novo sequencing tutorial”

Don Hunt and Jeff Shabanowitz - manual http://www.ionsource.com/tutorial/DeNovo/DeNovoTOC.htm

Rich Johnson - manualhttp://www.abrf.org/ResearchGroups/MassSpectrometry/EPosters/ms97quiz/SequencingTutorial.html

PEAKS - automatedhttp://www.bioinformaticssolutions.com/peaks/tutorials/denovo.htmlhttp://www.youtube.com/watch?v=lyhpRu6s7Ro

Bin Ma and Richard Johnson Tutorial articlehttp://www.broadinstitute.org/~clauser/CSHL_Proteomics_course/Ma B, Johnson R. “De Novo Sequencing and Homology Searching”. Mol Cell Proteomics11: 10.1074/mcp.O111.014902, 1–16, 2012.

Page 27: Sequence Information Content in Peptide MS/MS Spectra Karl R. Clauser Broad Institute of MIT and Harvard BioInfoSummer 2012 University of Adelaide December,

Acknowledgements

27

Broad InstituteTerri Addona

Namrata UdeshiPhilipp Mertins

Steve Carr

MITDrew Lowery

Majbrit HjerrldMichael Yaffe

University of California San DiegoAdrian GuthalsNuno Bandeira

University of QueenslandDavid Morgenstern

Eivind UndheimGlenn King