introduction to protein chemistry october 2013 gustavo de souza imm, ous

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Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

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Page 1: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Introduction to Protein Chemistry

October 2013

Gustavo de SouzaIMM, OUS

Page 2: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Relevance of the Proteome

Page 3: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Relevance of the Proteome

«The recipe of life»

X

Chocolate cake:-Egg-Flour-Sugar-Baker’s yeast-Chocolate

Biological relevance lies on how genes are expressed and translated to proteins, not if genes are present or not

Page 4: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Amino acid structure

Page 5: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

AA side chains

Page 6: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Protein Translation

Page 7: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Peptide Bond

Page 8: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Primary Structure

Page 9: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Primary Structure

>sp|F2Z333|CA233_HUMAN Fibronectin type-III domain-containing transmembrane protein C1orf233

MRAPPLLLLLAACAPPPCAAAAPTPPGWEPTPDAPWCPYKVLPEGPEAGGGRLCFRSPAR

GFRCQAPGCVLHAPAGRSLRASVLRNRSVLLQWRLAPAAARRVRAFALNCSWRGAYTRFP

CERVLLGASCRDYLLPDVHDSVLYRLCLQPLPLRAGPAAAAPETPEPAECVEFTAEPAGM

QDIVVAMTAVGGSICVMLVVICLLVAYITENLMRPALARPGLRRHP

Page 10: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Folding

Page 11: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Primary Structure - Folding

>sp|F2Z333|CA233_HUMAN Fibronectin type-III domain-containing transmembrane protein C1orf233

MRAPPLLLLLAACAPPPCAAAAPTPPGWEPTPDAPWCPYKVLPEGPEAGGGRLCFRSPAR

GFRCQAPGCVLHAPAGRSLRASVLRNRSVLLQWRLAPAAARRVRAFALNCSWRGAYTRFP

CERVLLGASCRDYLLPDVHDSVLYRLCLQPLPLRAGPAAAAPETPEPAECVEFTAEPAGM

QDIVVAMTAVGGSICVMLVVICLLVAYITENLMRPALARPGLRRHP

Page 12: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Folding

Proteins can adopt only a limited number of different protein folds

Page 13: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Secondary Structure

Page 14: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Tertiary Structure

Page 15: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Quaternary Structure

Page 16: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Primary to Quaternary

Page 17: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Primary to Quaternary

Page 18: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

What is a «protein sample» in proteomics?

RNA-binding protein modules

Page 19: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Take home message

1. Proteins are the functionally active molecule in a cell. 2. They possess a high degree of chemical and

structural heterogeneity.

3. Heterogeneity interfere in how a protein sample can be analyzed

Page 20: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Challenges in Protein and Proteomic Analysis

October 2013

Gustavo de SouzaIMM, OUS

Page 21: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

A dangerous idea…

One gene, one protein

Homo sapiens

Page 22: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Complexity of Protein Samples in Eukaryotes

Page 23: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Complexity of Protein Samples in Eukaryotes

Page 24: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

A less dangerous idea

One gene, some proteins (let’s say average 5 per gene)

Homo sapiens

Page 25: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Complexity of Protein Samples in Eukaryotes

PTMs

(modifications thatcontrol conformationchanges in histones)

Page 26: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

An even less dangerous idea

One protein, possible 8 modification sites

Homo sapiens

Page 27: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

An even less dangerous idea

Page 28: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

But in reality…

One specific cell does NOT express all genes at once!

-Several transcriptomics studies indicated that the cells under study have ~14000 transcripts at a certain time

Homo sapiens

Page 29: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome Dynamics

A B C

Genome is a relatively static element of an organism, the proteome is changing accordingly to cell type, cell

stage developmet, response to stress, etc.

Page 30: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome dynamics within the same cell

Proteome can change with the least of the stimuli within a cell

Page 31: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome chemical heterogeneity

DNA - Negatively charged molecule

Has the same phisico-chemical featuresregardless of: its nucleotide sequence,its tissue source, its donor source, thespecies of the donor, etc.

Page 32: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Amino acid structure

Page 33: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

AA side chains

Page 34: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome chemical heterogeneity

Membrane proteins

Page 35: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome dynamic range

GenomeMostly, individual genes are observed equimolar amounts in a DNA molecule

Transcription/Translation

Protein concentration within a cellis unique to each individual protein

Difference between most and leastabundant molecule = dynamic range

Page 36: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome dynamic range

Page 37: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Proteome dynamic range

Geiger et al., MCP 2012

Dynamic range of a proteome estimated to be around 10e8 (in serum isbelieved to be over 10e10)

Page 38: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Difference between the most and lowest abundant proteins

Pro

tein

ab

unda

nce

Protein GO classification

Cytoskeleton (Actin, tubulin, vimentin)

Chaperons (hsp60, hsp70, calreticulin)

Mytochondria (respiratory chain)

Metabolism (glycolisis, ribosomal)

Structure Nucleus (histones)

OrganellesSignalling pathway proteins, transcription factors, etc

Proteome dynamic range

Page 39: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Instrumentation

Aebersold & Mann, Nature 2003

Page 40: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Instrumentation

- Instrumentations with different hardware generate different types of raw data.

- Different brands developed different computer formats, with need for different libraries to read the file.

- Which lead to development of a whole bunch of specific software usingspecific computational protocols.

- Lack of standard routine.

Page 41: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Take home message

1. Proteomic composition is at least 6x more complex than the genomic composition of a cell, if only number of entities is considered.

2. It is an ever changing feature, limited by spatial and

time constrains.

3. Chemical properties and dynamic range has an relevant impact in success rate of identification using proteomic methods.

4. Instrumentation and Analysis is not standardized.

Page 42: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Introduction to Mass Spectrometry

Interpreting peptide/protein data

October 2013

Gustavo de SouzaIMM, OUS

Page 43: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

3D Quadrupole ion trapLinear Quadrupole ion trap

Lets talk about…physics

Page 44: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

What is it?

-Instrument which can detect the mass-to-charge (m/z)

of ions (or ionized molecules).

a) Ionization must generate ions in gas-phase

b) Ion detection is proportional to its abundance in the sample

c) MS performs at extremely low pressures (vacuum)

- Any molecule is ionizable: small organic/inorganic chemicals(less than 300 Da), average sized peptides or DNAfragments, intact proteins.

Page 45: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS
Page 46: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Mass Spectrometry Scheme

InletIon

SourceMass

AnalyzerDetector

MALDIES

Time-of-FlightQuadrupole

Ion Trap

LC

Page 47: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Ion Intensity = Ion abundance

Page 48: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Isotopes

Normally observed in nature.

Mass difference = 1 Da

Page 49: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

What to expect from a mass spectrum

m/z

Inte

nsity

Avogadro number = 6.022x10e23 /mol

Page 50: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

100331_Gustavo_Tuberculosis_179rif_Rep1_07 #2435 RT: 38.32 AV: 1 NL: 4.95E5T: FTMS + p NSI Full ms [300.00-2000.00]

1033.0 1033.5 1034.0 1034.5 1035.0 1035.5 1036.0 1036.5 1037.0 1037.5m/z

0

5

10

15

20

25

30

35

40

45

50

55

60

65

70

75

80

85

90

95

100R

ela

tive

Ab

un

da

nce

1034.49

1034.99

1035.49

1035.99

- Isotopes (12C, 13C, 14N, 15N)

Peptide mass spectrum

Page 51: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Mass Spectrometry Scheme

InletIon

SourceMass

AnalyzerDetector

MALDIES

Time-of-FlightQuadrupole

Ion Trap

LC

Page 52: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

How is a sample ionized?

-Electron ionization-Chemical ionization-Fast Atom/Ion Bombardment-Field desorption-Plasma Desorption-Laser Desorption and MALDI-Thermospray-Electrospray-Atmospheric pressure chemical ionization

Page 53: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Matrix Assisted Laser Desorption Ionization

Page 54: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Peptide spectrum on MALDI

Page 55: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Protein spectrum on MALDI

Page 56: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

A little history…

1985 – First use: up to a 3 kDa peptide could be ionized

1987 – Method to ionize intact proteins (up to 34 kDa) described

Instruments have no sequence capability

1989 – ESI is used for biomolecules (peptides)

Sequence capability, but low sensitivity

1994 – Term «Proteome» is coined

1995 – LC-MS/MS is implemented

«Gold standard» of proteomic analysis

Page 57: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

A little history…

- Laborious- Low reproducibility- Time consuming- Low sensitivity- Limited amount of

identifications

Page 58: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Gradient elution:200 nl/min

Column (75 mm)/spray tip (8 mm)

Reverse-phase C18 beads, 3 mm

Platin-wire2.0 kV

Sample Loading:500 nl/min

No precolumn or split

ESI

15 cm

Fenn et al., Science 246:64-71, 1989.

Electrospray Ionization

Page 59: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

ESI multiple charged elements

Peptides

+ + (-NH2)

+ ++

Proteins

+ + + + + + ++ + + + + + + +

+ ++ +

+ + +

+ +

Page 60: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

ESI multiple charged elements

+ ++ +

+ + +

+ +

m/z

Inte

nsity

500.5 (+2)

334.0 (+3)

250.75 (+4)

1000 Da

Page 61: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

100331_Gustavo_Tuberculosis_179rif_Rep1_09 #3828 RT: 56.72 AV: 1 NL: 1.53E7T: FTMS + p NSI Full ms [300.00-2000.00]

400 600 800 1000 1200 1400 1600 1800 2000m/z

0

5

10

15

20

25

30

35

40

45

50

55

60

65

70

75

80

85

90

95

100

Re

lativ

e A

bu

nd

an

ce

766.72

867.95

653.33

578.641149.57

709.06

557.31 1063.09

728.39

1227.11921.51 1891.351682.72483.80 1453.231346.65343.21

100331_Gustavo_Tuberculosis_179rif_Rep1_09 #3828 RT: 56.72 AV: 1 NL: 2.36E6T: FTMS + p NSI Full ms [300.00-2000.00]

1148.0 1148.5 1149.0 1149.5 1150.0 1150.5 1151.0 1151.5 1152.0m/z

0

5

10

15

20

25

30

35

40

45

50

55

60

65

70

75

80

85

90

95

100

Re

lativ

e A

bu

nd

an

ce

1149.57

1149.07

1150.07

1150.57

1151.08

1151.571152.08

100331_Gustavo_Tuberculosis_179rif_Rep1_09 #3828 RT: 56.72 AV: 1 NL: 1.53E7T: FTMS + p NSI Full ms [300.00-2000.00]

765.0 765.5 766.0 766.5 767.0 767.5 768.0 768.5 769.0 769.5m/z

0

5

10

15

20

25

30

35

40

45

50

55

60

65

70

75

80

85

90

95

100

Re

lative

Ab

un

da

nce

766.72

766.38

767.05

767.38

767.72

768.05768.39765.39764.90 766.04

767.43

0.5 Da (+2) 0.33 Da (+3)

Mr = 2297.14 Da

Peptides on ESI

Page 62: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

ESI of intact protein *

Page 63: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Mass Spectrometry Scheme

InletIon

SourceMass

AnalyzerDetector

MALDIES

Time-of-FlightQuadrupole

Ion Trap

LC

Page 64: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

How is an ion mass measured?

Time-of-flight

m/z

Page 65: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

How is a ion mass measured?

Quadrupoles (RF)

Page 66: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

How is a ion mass measured?

Orbitraps

Page 67: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Tandem Mass Spectrometry

InletIon

SourceMass

AnalyzerDetector

IonSource

MassAnalyzer

DetectorMass

AnalyzerMass

Analyzer

Collision cell

Page 68: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Data Dependent Acquisition

899.013

899.013

899.013

MS1 (or MS)

MS2 (or MS/MS)

*

Page 69: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Important Parameters in MS

- Resolution- Sensitivity- Dynamic Range…

m/zm/z

Page 70: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

m/z m/z

2+ 2+

High resolution in MS

1. mass accuracy

Expected mass

Observed mass

Page 71: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

High resolution in MS

1. mass accuracy

Ion trap (LTQ) Mass accuracy

-600-400-200

0200400600

0 1000 2000 3000

Mass [Da]

Err

or

[pp

m]

Av. = 65.8 ppm ± 71.5

FTICR MS SIM (LTQ-FT, 50K)

-3

-2

-1

0

1

2

0 1000 2000 3000 4000

Mass [Da]

Err

or

[pp

m]

qTOF Mass Accuracy (QSTAR)

-60-40-20

0204060

0 1000 2000 3000

Mass [Da]

Err

or

[pp

m]

Av. = 16.5 ppm ± 11.2

FTICR MS (LTQ-FT, 500K)

-30

-20

-10

0

10

20

30

500 1000 1500 2000 2500 3000

Mass [Da]

Err

or [p

pm]

Av. = 2.1 ppm ± 1.9 Av. = 0.68 ppm ± 0.47

Page 72: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

RT

m/z

RT

m/z

2+ 2+

3+ 3+

2. Peak separation

High resolution in MS

Page 73: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

LC-MS/MS

Page 74: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

With all we (hopefully) learned so far

1) Use strong detergent for cell lysis and protein solubization (SDS,Triton, NP40, Tween)

2) LysC (cuts C-terminal side of K) and/or Trypsin (C-terminal of K and R)

Page 75: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

With all we (hopefully) learned so far

ADFFFSTTHAASRMSHHHGTYYPPHKRFSDDDDT

ADFFFSTTHAASRMSHHHGTYYPPHKFSDDDT

+ +

Arg Lys

Page 76: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

With all we (hopefully) learned so far

3) Nano-LC (300nL/min)

5) Quadrupole-Orbitrap (QExactive)

Page 77: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

With all we (hopefully) learned so far

Mobile phase

A

A = 5% organic solvent in waterB = 95% organic solvent in water

B

C18 column, 25cm long

Time

20 s

Page 78: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

899.013

899.013

899.013

With all we (hopefully) learned so far

MS1 (or MS)

MS2 (or MS/MS)

Page 79: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

With all we (hopefully) learned so far

Quadrupole

Orbitrap

Page 80: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

From Michalski et al., MCP 10, 2011.

With all we (hopefully) learned so far

172,800

Page 81: Introduction to Protein Chemistry October 2013 Gustavo de Souza IMM, OUS

Take home message

- Great diversity of hardware and principles. Different formsof Ionization and Mass measurement.

- For protein ID, information regarding the mass of a integral peptide and the mass of its fragments is enoughto provide identification

- Mass spectrometry is used to analyze the molecular massof molecules.