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EMBO Practical Course on Solution Scattering from Biological Macromolecules Hamburg, November 19 th -26 th 2018 Scattering of X - rays P. Vachette I2BC (CNRS-Université Paris-Sud-CEA), Orsay, France

Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

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Page 1: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Scattering of X-raysP. Vachette

I2BC (CNRS-Université Paris-Sud-CEA), Orsay, France

Page 2: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 3: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

SAXS measuring cellSample

SAXS measurement

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 4: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

SAXS measurement

Scattering experiment

Detector

?

1

10

100

1000

0 0.1 0.2 0.3 0.4 0.5

I(q)

q = 4π(sinθ)/λ Å-1

SAXS pattern

?X-ray beam

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 5: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

1

10

100

1000

0 0.1 0.2 0.3 0.4 0.5

I(q)

q = 4π(sinθ)/λ Å-1

SAXS pattern

? Structural parameters:

MM, Rg, Dmax, V

SAXS measurement

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 6: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Solution X-ray Scattering from Biological Macromolecules J. Pérez, Hercules Course, April 2016

Structural information about macromolecules in solution

DAMMINDAMMIFDENFERT

CRYSOLFOXS

SASREFBUNCHCORAL

DADIMODO

EOM

MES

Existence of flexible regionsSelection within an Ensemble

of Random Conformations

Nothing known (except the curve)

Shape determination

Known or hypothetical all-atom models

Model validation / elimination

Rigid body modeling of the complex

Structures of subunits available

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 7: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

General Outline

X-ray scattering by particles in solution Contrast Spherical averaging, Monodispersity, ideality

Data analysis Guinier Analysis Porod law and Kratky plot Real-space : Distance distribution function P(r)

Reminder of elementary tools and notions X-ray Scattering by an electron X-ray Scattering by assemblies of electrons Fourier transform Convolution Product

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 8: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

REMINDER OF ELEMENTARY TOOLS AND NOTIONS

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 9: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

2θ : scattering angle,cos2θ close to 1 at small-angles

I0 intensity (energy/unit area /s) of the incident beam.

Elastic scattering by a single electron

212

0 2 0.282 10 cmermc

−= =r0 classical radius of the electron.

O 2θr

-elastic : interaction without exchange of energy. The scattered photon has the same energy (or wavelength) than the incident photon.

22

0 02

1 cos (2 ) 1(2 )2

I r Ir

θθ +=

The elastically scattered intensity by an electron placed at the origin isgiven by the Thomson formula below:

J.J. Thomson

1856-1940Cambridge, UK

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 10: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

22 2 26 20 0

1 cos (2 )/ 7.9510 cm2d d r rθσ −+Ω= ≈ =

differential scattering cross-section of the electron

the scattering length of the electron be

2 /eb d dσ= Ω

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 11: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

The scattering factor f of an object is defined as the ratio between the amplitude of the scattering of the object and that of one electron in identical conditions.

The scattering factor of a single electron fe ≡ 1. We therefore eliminate dσ/dΩ from all expressions.

Scattering factor

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 12: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Scattering by an electron at a position r

Path difference = r.u1-r.u0 = r.(u1 - u0) corresponding to a phase difference φ = 2πr.(u1 - u0)/λ for X-rays of wavelength λ.

O

source

u0

u0

u1

u1

r

r.u0

r.u1

M

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 13: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

0 12πλ

= =k k

4 sinq π ϑλ

= =q

k1

k0

M

q

length 2π/λ

length 2π/λ

scattered

1 0 = −q k k

q is the momentum transfer

The scattered amplitude by the electron at r iswhere A(q) is the scattered amplitude by an electron at the originPhase difference φ=q.r

.( ) iA q e r q

momentum transferwavevector k

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 14: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Scattering vector

2sins ϑλ

=

! 4 sins π ϑλ

= D. Svergun and coll.

Phase difference φ = 2πr.s

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 15: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

scattering by assemblies of electrons the distance ∆ between scatterers is fixed, e.g. atoms in a molecule :

coherent scattering one adds up amplitudes

N

ii=1F( ) = Σ f iie r qq

∆ is not fixed, e.g. two atoms in two distant molecules in solution :incoherent scattering one adds up intensities.

Use of a continuous electron density ρ(r):

F( ) ( ) iV

e dVρ= ∫r

rqrq r I( ) F( ).F ( )∗=q q qand

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 16: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Fourier Transform

ρ(r) F. T.

F(q) is the Fourier transform of the electron density ρ(r) describing the scattering object.

Properties of the Fourier Transform

- 1 – linearityFT (λ1ρ1 + λ2ρ2) = λ1 FT(ρ1) + λ2 FT(ρ2)

F(0) ( )V

dVρ= ∫r

rr- 2 – value at the origin

F( ) ( ) iV

e dVρ= ∫r

rqrq r

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 17: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Convolution product

A( ) B( ) A( )B( )V

dV∗ = −∫u

ur r u r u

A convolution is an integral that expresses the amount of overlap of one function B as it is shifted over another function A.

r r

B(r)

A(r)

A(r)*B(r)

rArB

1

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 18: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

r

A(r)*B(r)

rA + rB-(rA + rB)

Convolution product

u

B(r-u)

A(u)

rArB-(rA + rB)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 19: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

r

A(r)*B(r)

rA + rB-(rA + rB)

Convolution product

u

B(r-u)

A(u)

rArB

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 20: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

r

A(r)*B(r)

rA + rB-(rA + rB)

Convolution product

u

B(r-u)

A(u)

rArB

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 21: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

r

A(r)*B(r)

rA + rB-(rA + rB)

- (rA - rB)

Convolution product

u

B(r-u)

A(u)

rArB

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 22: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

r

A(r)*B(r)

rA + rB-(rA + rB)

- (rA - rB)

Convolution product

u

B(r-u)

A(u)

rArB

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 23: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Convolution product

r

A(r)*B(r)

rA + rB

rA - rB

-(rA + rB)

- (rA - rB)

r

B(r)

A(r)

rArB

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 24: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

The convolution operation

24

f(x) g(x) g(-x) f(x)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018Courtesy of P. DUMAS, IGBMC (Strasbourg, France)

Page 25: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

25

f(u) g(x-u)h(x) = [f∗ g](x)

25EMBO Practical Course on Solution Scattering from Biological Macromolecules

Hamburg, November 19th -26th 2018Courtesy of P. DUMAS, IGBMC (Strasbourg, France)

The convolution operation

Page 26: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Fourier transformof a convolution product

FT(A B) FT(A) FT(B)∗ = ⋅

FT(A B) FT(A) FT(B)⋅ = ∗

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 27: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Autocorrelation function( ) ( ) ( ) ( ) ( )

VdVγ ρ ρ ρ ρ= ∗ − = +∫

uur r r r u u

ρ(r)=ρ (uniform density)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

ghostr

particle

=> γ(r)= ρ2Vov(r) and γ(0)= ρ2V

particle ∩ ghost

Page 28: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

spherical average ( ) ( )rγ γ= r

0 ( ) ( ) (0)r rγ γ γ=characteristic function

γ0(r) : probability of finding a point withinthe particle at a distance r from a givenpoint

r

γ0(r)

1

Dmax

Autocorrelation function

Page 29: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Distance (pair) distribution function

2 2 20( ) ( ) ( )p r r Vr r rρ γ γ= =

- γ0(r) : probability of finding within the particle a point j at a distance r from a given point i- number of el. vol. i ∝ V - number of el. vol. j ∝ r2

number of pairs (i,j) separated by the distance r ∝ r2Vγ0(r)

p(r) is the distribution of distances between all pairs of points within the particle weighted by the respective electron densities

r ji

r

p(r)

Dmax

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 30: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

PARTICLES IN SOLUTION

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 31: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

In solution, what matters is the contrast of electron density between the particle and the solvent ∆ρ(r) = ρp (r) - ρ0 that may be small for biological samples.

A particle is described by the associated electron density distribution ρp (r). Particles in solution

ρ∆0.43ρ =

00.335ρ =

el. Å-3

ρ

particle

solvent

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 32: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

X-ray scattering power of a protein solution

A 1 mg/ml solution of a globular protein 15kDa molecular mass

such as lysozyme or myoglobin will scatter in the order of

from H.B. StuhrmannSynchrotron Radiation ResearchH. Winick, S. Doniach Eds. (1980)

1 photon in 106 incident photons

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 33: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Solution X-ray scattering: a pair of measurements

To obtain scattering from the particles, buffer scattering must be subtracted, which also permits to eliminate contribution from parasitic background (slits, sample holder, etc) which should be reduced to a minimum.

Isample(q) Ibuffer (q) Iparticle(q)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 34: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

particle in solution

Particle in solution => thermal motion => during the measurement, the particleadopts all orientations / X-ray beam. Therefore, only the spherical average of the scattered intensity is experimentally accessible.

1F ( ) ( ) iV

e dVρ= ∆∫r

rqrq r

scattering amplitude and intensity

and

1 1 1 1( ) ( ) F ( ).F ( )i q i ∗= =q q qtime

particles I( ) I( ) F( ).F ( )q ∗= =q q q

𝐈𝐈𝟏𝟏 𝐪𝐪 = 𝐅𝐅1 q .𝐅𝐅𝟏𝟏 *(q)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 35: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

The sample is isotropic and the vectorial (3D) scattering intensity

distribution i(q) reduces to a scalar (1D) intensity distribution i(q).

This entails a loss of information which constitutes the most severe

limitation of the method.

particle in solution

1

10

100

1000

0 0.1 0.2 0.3 0.4 0.5

I(q)

q = 4π(sinθ)/λ Å-1

continuous, 1-dimensional SAXS profile

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 36: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

1( ) [ ( )]. [ ( )] [ ( ) * ( )]i q FT FT FTρ ρ ρ ρ= ∆ ∆ − = ∆ ∆ −r r r r

1( ) [ ( )] ( ) di

Vi q FT e Vγ γ= = ∫

r

rqrr r

Let us use the properties of the Fourier transformand of the convolution product

1 1 1 1( ) ( ) F ( ).F ( )i q i ∗= =q q q

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 37: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

1( ) [ ( )] ( ) i

Vi q FT e dVγ γ= = ∫

r

rqrr r

1 0

sin( )( ) 4 ( )

qri q p r dr

qrπ

= ∫

sin(qr)< exp(i ) > =

qrqrspherical average:

2d = r d d dV sin rθ θ ϕr

p(r)= 𝑟𝑟2𝛾𝛾 𝑟𝑟 = 𝑟𝑟2

2𝜋𝜋2 ∫0∞ 𝑞𝑞2𝐼𝐼(𝑞𝑞) 𝑠𝑠𝑠𝑠𝑠𝑠(𝑞𝑞𝑟𝑟)

𝑞𝑞𝑟𝑟𝑑𝑑𝑞𝑞

and

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 38: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Solution of particles

Yes: identical particlesNo: size and shape polydispersity

- 1 – monodispersity

- 2 - ideality

Yes: no intermolecular interactions no correlations between particle positions.No: existence of interactions between particles

correlations between particle positions.

Page 39: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Ideal and monodispersed solution

Ideality I( ) i ( )j jj

q n q= ∑

Monodispersity j∀1i ( ) i ( )j q q=

measured contains structural information

Ideality and monodispersity Iexp(q) = N i1 (q)

Page 40: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Ideality

Monodispersity

experimental

One must check that bothassumptions are valid for the

sample under study.

Iexp(q)

molecule

i1 (q)

!

Page 41: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Ideality : reached by working in buffers with screened interactions or at high dilution In practice : measurements at decreasing concentrations and checks whether

the scattering pattern is independent of concentration.

Checking the validity of both assumptions for the sampleunder study is crucial for correct data interpretation

Size Monodispersity must be checked independently Purification protocol ; SEC, DLS, AUC, MALS, etc.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 42: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Non ideality: interactions

0

500

1000

1500

2000

2500

3000

3500

4000

0 0.02 0.04 0.06 0.08 0.1 0.12

92.5 mg/ml31.5 mg/ml13.3 mg/ml 6.6 mg/ml 3.3 mg/ml

I(q,c

) / c

q = 4π (sinθ)/λ A-1

0

1 104

2 104

3 104

4 104

5 104

0 0.02 0.04 0.06 0.08 0.1 0.12

10°C15°C20°C 25°C30°C

I(q)

q = 4π (sinθ)/λ A-1

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

repulsion attraction

Page 43: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

SE-HPLC on line with the SAXS instrument.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

G. David & J. Pérez, J. Appl. Cryst. (2009). 42, 892–900

A major step towards the obtention of a monodispersed

and ideal solution

SE-HPLC on line with the SAXS instrument.

Page 44: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Basic law of reciprocity in scattering

- large dimensions r small scattering angles q

-small dimensions r large scattering angles q

argument qr (phase)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 45: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Rotavirus VLP : diameter = 700 Å, 44 MDa MW

Lysozyme Dmax=45 Å

14.4 kDa MW

101

102

103

104

105

106

107

108

0 0.125 0.25 0.375

lysozyme

rotavirus VLP

I(q)/

c

-1q=4πsinθ/λ (Å )

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 46: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

DATA ANALYSIS

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 47: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

• Guinier Analysis

• Porod law and Kratky plot

• Real-space : Distance distribution function P(r)

Data Analysis

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 48: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

• Guinier Analysis

• Porod law and Kratky plot

• Real-space : Distance distribution function P(r)

Data Analysis

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 49: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier law

idealmonodispersed

A. Guinier

The scattering intensity of a particle can be described by a Gaussian curve in the vicinity of the origin.The validity domain actually depends on the shape of the particle and isaround q < 1.2 / Rg for a globular shape.

Radius of gyrationExtrapolated intensity at origin

1911-2000Orsay, France

I(q) = I(0) exp(− q2Rg2

3 ).

ln[I(s)] vs q2 : linear variation.Linear regression on experimental data yields slope and y-intercept.

Guinier law, in log form :

ln I(q) = ln I(0) − q2Rg2

3

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 50: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Radius of gyration

Radius of gyration :2

2( )

( )V

g

V

r dVR

dV

ρ

ρ

∆=

∫∫

r

r

r

r

r

r

Rg2 is the mean square distance to the center of mass weighted

by the contrast of electron density.

35gR R=Rg is an index of non sphericity.

For a given volume the smallest Rg is that of a sphere.

If ∆ρ(r) ≈ constant then Rg is a geometrical quantity.

idealmonodispersed

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

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0.3

0.4

0.5

0.6

0.7

0.8

0 0.001 0.002 0.003 0.004I(q

)

q2 (Å-2)

Validity range :

0 < Rgq<1 for a solid sphere0 < Rgq<1.2 rule of thumb for a

globular protein

Swing – SAXS Instrument, resp. J. PérezSOLEIL (Saclay, France)

[ ] [ ]3

≅ −2g 2R

ln I(q) ln I(0) q

Guinier analysisRg (shape) I(0) mol mass /

oligomerisation state)

Data analysis: Guinier plot

idealmonodispersed

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 52: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Validity range :

0 < Rgq<1 for a solid sphere0 < Rgq<1.2 rule of thumb for a

globular protein

0.3

0.4

0.5

0.6

0.7

0.8

0 0.001 0.002 0.003 0.004I(q

)

q2 (Å-2)

qRg=1.2

Swing – SAXS Instrument, resp. J. PérezSOLEIL (Saclay, France)

idealmonodispersed

[ ] [ ]3

≅ −2g 2R

ln I(q) ln I(0) q

Guinier analysisRg (shape) I(0) mol mass /

oligomerisation state)

Data analysis: Guinier plot

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 53: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Intensity at the origin

If : the concentration c (w/v),the partial specific volume , the intensity on an absolute scale,i.e. the number of incident photons are known,

Then the molecular mass of the particle can be determinedfrom the value of the intensity at the origin.

In actual fact one only gets an estimate of the MM.Its determination is a useful check of ideality and monodispersity.

(0)∝

I Mc

idealmonodispersed

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

νp

Page 54: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

idealmonodispersed

Guinier lawThe scattering intensity of a particle i1(q) can be described by a Gaussian curve in the vicinity of the origin.

measured contains structural information

Iexp(q) = N i1 (q)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 55: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Irreversible aggregation

0.01

0.1

1

10

100

0 0.001 0.002 0.003 0.004

1.6 mg/ml3.4 mg/ml7 mg/ml

I(q)

q2 (Å-2)

Useless data: the whole curve is affected

I(0): > 150 fold the expected value for the given MM

Evaluation of the solution properties

0.001

0.01

0.1

1

10

100

0 0.05 0.1 0.15 0.2 0.25 0.3

I(q)

q (Å-1)

Approx. expected curve

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 56: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

weak association → possible improvementattraction centrifugation, buffer change

Nanostar –PR65 protein

50

60

708090

100

200

0 0.0005 0.001 0.0015 0.002

I(q)

q2 (Å-2)

50

60

708090

100

200

0 0.0005 0.001 0.0015 0.002

I(q)

q2 (Å-2)

qRg=1.2qRg=1.2

Rg ~ 36 Å

Evaluation of the solution properties

Rg ~ 38 Å – too high!!!EMBO Practical Course on Solution Scattering from Biological Macromolecules

Hamburg, November 19th -26th 2018

Page 57: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

No aggregation, no interactions.

Swing, SOLEIL

0.01

0.1

0 0.001 0.002 0.003 0.004

I(q)

q2 (Å-2)

qRg=1.3

same Rg at all threeconcentrations

N. Leulliot et al., JBC (2009), 284, 11992-99.

Evaluation of the solution properties

idealmonodispersed

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 58: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

c4Rg = 49.3 Å

Evaluation of the solution properties

RNA moleculeL. Ponchon, C. Mérigoux et al.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 59: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

c3Rg = 56.6 Åc4Rg = 49.3 Å

Evaluation of the solution properties

RNA moleculeL. Ponchon, C. Mérigoux et al.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 60: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

c2Rg = 59.9 Å

c3Rg = 56.6 Åc4Rg = 49.3 Å

Evaluation of the solution properties

RNA moleculeL. Ponchon, C. Mérigoux et al.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 61: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

c1Rg = 60.8 Åc2Rg = 59.9 Å

c3Rg = 56.6 Åc4Rg = 49.3 Å

Evaluation of the solution properties

RNA moleculeL. Ponchon, C. Mérigoux et al.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 62: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Guinier plot

A linear Guinier plot is a requirement, but it is NOT a sufficient condition ensuring ideality (nor monodispersity) of the sample.

Evaluation of the solution properties

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 63: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

• Guinier Analysis

• Porod law and Kratky plot

• Real-space : Distance distribution function P(r)

Data Analysis

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 64: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

The asymptotic regime : Porod law

Hypothesis : the particule has a uniform electron density and a sharp interface withthe solvent.

Porod law has limited applications for proteins :- short distance density fluctuations- uncertainties of I(q) at large q (weak signal)

S is the area of the solute / solvent interface

- introduction of a corrective constant factor B.

(+B)

!

idealmonodispersed

𝐢𝐢𝟏𝟏 *(q)=𝐢𝐢𝟏𝟏 (q)-B

ρp

ρ0

Porod showed that the asymptotic behaviour of the scattering intensity is given by :

Page 65: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Porod invariant

2 2

0(0) ( ) dV Vγ ρ ρ

∞= ∆ = ∆∫ rrBy definition :

p(r)= 𝑟𝑟2𝛾𝛾 𝑟𝑟 = 𝑟𝑟2

2𝜋𝜋2 ∫0∞ 𝑞𝑞2𝐼𝐼(𝑞𝑞) 𝑠𝑠𝑠𝑠𝑠𝑠(𝑞𝑞𝑟𝑟)

𝑞𝑞𝑟𝑟𝑑𝑑𝑞𝑞

For r=0 : 𝛾𝛾 0 = 12𝜋𝜋2 ∫0

∞ 𝑞𝑞2𝐼𝐼 𝑞𝑞 𝑑𝑑𝑞𝑞 = 12𝜋𝜋2

Q

Q is called the Porod invariant Q = 2𝜋𝜋2∆𝜌𝜌2V = ∫0∞𝑞𝑞2𝐼𝐼 𝑞𝑞 𝑑𝑑𝑞𝑞

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Q depends on the mean square electron density contrast.

Page 66: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Porod invariant and volume

volume of a particle of uniform density.

Crude estimate of MM independant of the concentration M = V/1.5

*

*

Then, and since

Special case: the particule has a uniform electron density!

Page 67: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Molecular mass of the particleAnother procedure, also based on Q, has been developed to derive an estimate of V and M independant of the concentration

H Fischer, M de Oliveira Neto, HB Politano, AF Craievich, I Polikarpov, J. Appl. Cryst (2010), 43, 101-109

http://www.if.sc.usp.br/~saxs/

Empirical approach: estimate the truncation(+ fluctuations) error using 1148 calculatedSAXS patterns and V= Aqmax

V’qmax+Bqmax

Set of 21 experimental curves: averageerror of 5.3% on MM , all < 10%

Page 68: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Molecular mass of the particle Another procedure, also based on empirical observation of correlations

between integral quantities derived from the SAXS curve and the MM has been proposed by R. Rambo and J. Tainer; Vc QR

R. Rambo & J. Tainer, Nature (2013), 496, 477-82.

D. Franke et al., Biophys. J.(2018), 114, 2485-92.

A last procedure has also been put forward by D. Franke and coll.

N. Hajizadeh et al., Sc. Reports (2018), 8: 7204.

At that point, it was tempting to combine all those approaches in a statistically rigorous way : Recent work from the group of D. Svergun. Details hopefully provided in other talks.

Take home message: Compare the estimate from I(0)/C and those above independent from concentration.

Control with complementary technique such as SEC-MALS always welcome.

Page 69: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Folded particle : bell-shaped curve (asymptotic behaviour I(q)~q-4

Kratky Plot

Random polymer chain : plateau at large q-values (asymptotic behaviour in I(q)~ q-2 )

Extended polymer chain : increase at large q-values (asymptotic behaviour in I(q)~ q-1.x )

O. Kratky

q2 I(q) versus q

1902-1995Graz, Austria

0.1

1

10

100

0 0.05 0.1 0.15 0.2 0.25 0.3

I(q)

q A-1

0.01

0.1

1

0 0.05 0.1 0.15 0.2 0.25 0.3

q2 *I(q

)

q (A-1)

Folded

Partially folded

Unfolded

Page 70: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

0

0.0005

0.001

0.0015

0.002

0.0025

0 0.1 0.2 0.3 0.4 0.5

G-ActinASNPASDGCDA2BCDA3

q2 I(

q)

q (Å-1)

Kratky Plots of folded proteins

Folded proteins display a bell shape. Can we go further?

Page 71: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

0 2 4 6 8 10

G-ActinRg=23.2 Angs, Mass=41.7 kDaASNPRg=26.0 Angs, Mass=71.4 kDaASDGRg=35.6 Angs, Mass=146.6 kDaCDA2Rg=39.1 Angs, Mass=98.9 kDaBCDA3Rg=51.7 Angs, Mass=144.4 kDa

(qR g)2

I(q)

/ I(0

)

qRg

1.75

1.1

For globular structures, DLKPs fold into the same maximum

The position of the maximum on the dimensionless bell shape tells whether the protein is globular.

Dimensionless Kratky Plots of folded proteinsIntroduced for biology in Durand et al. (2010), J. Struct. Biol. 169, 45-53.

Page 72: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Dimensionless Kratky Plots of (partially) unfolded proteinsReceveur-Bréchot V. and Durand D (2012), Curr. Protein Pept. Sci., 13:55-75.

The bell shape vanishes as folded domains disappear and flexibility increases.

The curve increases at large q as the structure extends.

globular

unfolded

0

0.5

1

1.5

2

2.5

3

3.5

0 2 4 6 8 10

PolXp47p67XPCIB5

(qR g)2 I(

q)/I(

0)

qRg

1.1

1.75

Page 73: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

• Guinier Analysis

• Porod law and Kratky plot

• Real-space : Distance distribution function P(r)

Data Analysis

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 74: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

p(r) is obtained by histogramming the distances between anypair of scattering elements within the particle.

Distance distribution function

idealmonodispersed

r ji

r

p(r)

Dmax

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 75: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

22

2 0

sin( )( ) I( )2r qrp r q q dq

qrπ∞

= ∫

In theory, the calculation of p(r) from I(q) is simple.Problem : I(q) - is only known over [qmin, qmax] : truncation

- is affected by experimental errors

⇒ Calculation of the Fourier transform of incomplete and noisy data,requires (hazardous) extrapolation to lower and higher angles.

idealmonodispersed

Distance distribution function

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 76: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Calculation of p(r) Solution : Indirect Fourier Transform. First proposed by O. Glatter in 1977.Basic hypothesis : The particle has a finite size

p(r) is parameterized on [0, DMax] by a linearcombination of orthogonal basis functions:

1

( ) ( )ϕ=

= ∑M

n nn

p r c r

The equation above holds true for all experimental q-values.

The coefficients cn are found by least-squares methods.Ill-posed problem solved using regularization methods.

Minimize the functional Φα= χ2 + α.f(constraints)

0

sin( )I( ) 4 ( )MaxD qrq p r drqr

π= ∫Graz, Austria

𝐼𝐼𝑒𝑒𝑒𝑒𝑒𝑒(q) = 4π0

𝐷𝐷𝑀𝑀𝑀𝑀𝑀𝑀𝑠𝑠=1

𝑀𝑀

𝑐𝑐𝑠𝑠ϕ𝑠𝑠(𝑟𝑟)sin(𝑞𝑞𝑟𝑟)𝑞𝑞𝑟𝑟

𝑑𝑑𝑟𝑟

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 77: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Calculation of p(r)

D. Svergun (1988, 1992) : program "GNOM""perceptual criteria" : smoothness, stability,absence of systematic deviations, goodness-of-fit D. Svergun

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 78: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

The radius of gyration and the intensity at the origin can be derived from p(r)using the following expressions :

and

This alternative estimate of Rg makes use of the whole scattering curve, andis much less sensitive to interactions or to the presence of a small fractionof oligomers.Comparison of both estimates : useful cross-check

max

max

22 0

0

( )

2 ( )

D

g D

r p r drR

p r dr= ∫

max

0(0) 4 ( )

DI p r drπ= ∫

Distance distribution function

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 79: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

0

0.0005

0.001

0.0015

0.002

0 20 40 60 80 100 120 140

p(r)

/I(0

)

r (Å)

DMax

Elongated particle p47 : component of NADPH oxidase from neutrophile, a 46kDa protein

D. Durand et al., Biochemistry (2006), 45, 7185-93.

Distance distribution function

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 80: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Bimodal distribution

Topoisomerase VI

70 Å

0

0.0001

0.0002

0.0003

0.0004

0.0005

0.0006

0.0007

0.0008

0 50 100 150 200 250P(

r) /

I(0)

r (Å)

M. Graille et al., Structure (2008), 16, 360-370.

Distance distribution function

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 81: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Empty spherePhage T5 capsid

Distance distribution function

0 200 400 600 800

r (Å)P(

r)

Preux et al., J. Mol. Biol. (2013) 425, 1999–2014

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 82: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Books on SAS- " The origins" (no recent edition) : Small Angle Scattering of X-rays

A. Guinier and A. Fournet, (1955), in English, ed. Wiley, NY

- Small-Angle X-ray Scattering:O. Glatter and O. Kratky (1982), Academic Press. pdf available on the Internet at

http://physchem.kfunigraz.ac.at/sm/Software.htm

- Structure Analysis by Small Angle X-ray and Neutron ScatteringL.A. Feigin and D.I. Svergun (1987), Plenum Press. pdf available on the Internet at

http://www.embl-hamburg.de/ExternalInfo/Research/Sax/reprints/feigin_svergun_1987.pdf

- Neutrons, X-Rays and Light, Scattering methods applied to soft condensed matter. P. Lindner and T. Zemb Eds, (2002) Elsevier, North-Holland.

-The Proceedings of the SAS Conferences held every three years are usually published in the Journal of Applied Crystallography. -The latest proceedings are in the J. Appl. Cryst., 49, (2016).

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

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selected reviews

Small angle scattering: a view on the properties, structures and structural changes of biological macromolecules in solution.Michel H. J. Koch, Patrice Vachette and Dmitri I. SvergunQuarterly Review of Biophysics (2003), 36, 147-227.

X-ray solution scattering (SAXS) combined with crystallography and computation: defining accurate macromolecular structures, conformations and assemblies in solutionChristopher Putnam, Michal Hammel, Greg Hura and John TainerQuarterly Review of Biophysics (2007), 40, 191-285.

Structural characterization of proteins and complexes using small-angleX-ray solution scatteringHaydin D.T. Mertens and Dmitri I. SvergunJournal of Structural Biology (2010), 172, 128-141.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 84: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Robust, high-throughput solution structural analyses by small angle X-ray scattering (SAXS).Hura, G.L., Menon, A.L., Hammel, M., Rambo, R.P., Poole, F.L., 2nd, Tsutakawa, S.E., Jenney, F.E., Jr., Classen, S., Frankel, K.A., Hopkins, R.C., Yang, S.J., Scott, J.W., Dillard, B.D., Adams, M.W., and Tainer, J.A. Nat Methods (2009), 6, 606-612.

Small-angle scattering and neutron contrast variation for studying bio-molecular complexes. Whitten, A.E., and Trewhella, J. Methods Mol Biol (2009), 544, 307-323.

Bridging the solution divide: comprehensive structural analyses of dynamic RNA, DNA, and protein assemblies by small-angle X-ray scattering. Rambo, R.P., and Tainer, J.A. Curr Opin Struct Biol (2010), 20, 128-137.

Small-angle scattering for structural biology--expanding the frontier while avoiding the pitfalls. Jacques, D.A., and Trewhella, J. Protein Sci (2010), 19, 642-657.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 85: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Small and Wide Angle X-ray Scattering from Biological Macromoleculesand their Complexes in Solution.Doniach, S. & Lipfert, J., Comprehensive Biophysics, Vol 1. (2012).

Preparing monodisperse macromolecular samples for successful biological small-angle X-ray and neutron-scattering experiments.Jeffries, C. M., Graewert, M. A., Blanchet, C. E., Langley, D. B., Whitten, A. E. &Svergun, D. I. Nat. Protoc. (2016), 11, 2122-53.

Guidelines

2017 publication guidelines for structural modelling of small-angle scattering data from biomolecules in solution: an update. Trewhella J, Duff AP, Durand D, Gabel F, Guss JM, Hendrickson WA, Hura GL, Jacques DA, Kirby NM, Kwan AH, Pérez J, Pollack L, Ryan TM, Sali A, Schneidman-Duhovny D, SchwedeT, Svergun DI, Sugiyama M, Tainer JA, Vachette P, Westbrook J, Whitten AE.Acta D Struct Biol. (2017), 710-728.

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 86: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Book on SAS

Dmitri Svergun

Michel Koch

Peter Timmins

Roland May

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 87: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

A survival kit for the travel you are embarking on

Guinier plot

0.3

0.4

0.5

0.6

0.7

0.8

0 0.001 0.002 0.003 0.004

I(q)

q2 (Å-2)

p(r)

0

0.0005

0.001

0.0015

0 20 40 60 80 100 120 140

p(r)

/I(0)

r (Å)

Kratky plot

0

0.5

1

1.5

2

2.5

3

3.5

0 2 4 6 8 10

PolXp47p67XPCIB5

(qR

g)2

I(q

)/I(

0)

qRg

1.1

1.75

monodispersity

ideality Iexp(q) = N i1 (q)

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 88: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Remember

The method is simple but deceptively so:

analysis and modelling require a monodispersed and ideal solution.

it is critical to check the validity of these assumptions. Otherwise …

SAXSIN OUT

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 89: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

1

10

100

1000

0 0.1 0.2 0.3 0.4 0.5

I(q)

q = 4π(sinθ)/λ Å-1

with good quality, validated data

you can apply to your system any of the modelingapproaches that you willdiscover during the course:

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 90: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

Solution X-ray Scattering from Biological Macromolecules J. Pérez, Hercules Course, April 2016

Structural information about macromolecules in solution

DAMMINDAMMIFDENFERT

CRYSOLFOXS

SASREFBUNCHCORAL

DADIMODO

EOM

MES

Existence of flexible regionsSelection within an Ensemble

of Random Conformations

Nothing known (except the curve)

Shape determination

Known or hypothetical all-atom models

Model validation / elimination

Rigid body modeling of the complex

Structures of subunits available

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018

Page 91: Scattering of X-rays (basics) - embl-hamburg.de · J.J. Thomson. 1856-1940. Cambridge, UK. EMBO Practical Course on Solution Scatteringfrom Biological Macromolecules Hamburg, November

EMBO Practical Course on Solution Scattering from Biological MacromoleculesHamburg, November 19th -26th 2018