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The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC [email protected]

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Page 1: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

The electron microscope: the contrast transfer function (CTF)

Javier Vargas

Centro Nacional de Biotecnología-CSIC

[email protected]

Page 2: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

What is an electron microscope?

Why electron microscopes?

Page 3: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

What is an electron microscope?

An electron microscope is a tool for obtaining projection images of very small biological objects

Evolution

Page 4: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es
Page 5: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Important characteristics of cryoEM images

1) Projection images

2) Phase contrast and WPA

Page 6: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Projection images

Page 7: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Images are formed by phase contrast

Page 8: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

projection images

Page 9: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

3DEM as an inverse problem3DEM as an inverse problem

Page 10: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.

Page 11: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.

Page 12: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.

Page 13: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.

4) Presence of ice.

Page 14: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.

4) Presence of ice.5) Charging: non conductive samples charge up and act like lenses.

Page 15: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.4) Presence of ice.5) Charging: non conductive samples charge up and act like lenses.6) Expensive. Titan Krios around 1000€/day (NeCEN)

Page 16: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.4) Presence of ice.5) Charging: non conductive samples charge up and act like lenses.6) Expensive. Titan Krios around 1000€/day (NeCEN)

We obtain very noisy images

Page 17: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Limitations of cryo-electron microscopy

1) Radiation damage.2) Electron lenses.3) The samples are very small.4) Presence of ice.5) Charging: non conductive samples charge up and act like lenses.6) Expensive. Titan Krios around 1000€/day (NeCEN)

We require a lot of images

Page 18: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light

Page 19: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Page 20: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Long wavelengths (~400 nm)

Poor Penetration

X rays

Page 21: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Long wavelengths (~400 nm)

Poor Penetration

X rays Small wavelength (Angstromgs)

Good penetration

Page 22: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Long wavelengths (~400 nm)

Poor Penetration

X rays Small wavelength (Angstromgs)

Good penetration

Hard to focus

Damage Samples

Page 23: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Long wavelengths (~400 nm)

Poor Penetration

X rays Small wavelength (Angstromgs)

Good penetration

Hard to focus

Damage Samples

Electrons Small wavelength (pm)

Can be focused

Page 24: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why use electrons?:

Advantages Disadvantages

Visible light Not very damaging

Easily focused

Long wavelengths (~400 nm)

Poor Penetration

X rays Small wavelength (Angstromgs)

Good penetration

Hard to focus

Damage Samples

Electrons Small wavelength (pm)

Can be focused

Damage Samples

Poor Penetration

Page 25: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es
Page 26: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es
Page 27: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es
Page 28: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Electrons energy

Electrons wavelength

Page 29: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Why electron microscopes?

Page 30: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

electron microscopy

light microscopy

Why electron microscopes?

Page 31: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

electron microscopes

Electrons energy

Electrons wavelength

Page 32: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

The contrast transfer function (CTF)

Page 33: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Main idea

Page 34: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Perfect system: the image of a point is a point

Real system: the image of a point is a spot

Hubble telescope was myopic !!!

Page 35: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Perfect system: the image of a point is a point

Real system: the image of a point is a spot

Hubble telescope was myopic !!!

Page 36: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Perfect system: the image of a point is a point

Real system: the image of a point is a spot

Page 37: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

IntroductionIntroduction

Page 38: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

There is no any perfect real system!!

Page 39: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

Frequency increase

Page 40: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

bass treble

Page 41: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

Page 42: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

CTF

Page 43: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

Page 44: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Transfer functions

8 Ǻ

With phase-plate

Page 45: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

RRRRRR sin1cos 2AAECTF

Page 46: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

RRR

R

RRRRRR

sin

0

sin1cos 2

ECTF

A

AAECTF

Page 47: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

RRR

R

RRRRRR

sin

0

sin1cos 2

ECTF

A

AAECTF

Page 48: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Spherical m,Astigmatis Defocus,F

Page 49: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Matlab Script to simulate the CTF

Page 50: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

How a real microscope distort the ideal projections?

Assuming a LTI system

PSFII ir

CTFIFTIFT ir ·

Page 51: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es
Page 52: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 0 A.

Astigmatism = 0 A.

Page 53: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 0 A.

Astigmatism = 0 A.

Page 54: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 0 A.

Astigmatism = 0 A.

Page 55: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 1000 A (0.1 um).

Astigmatism = 0

Page 56: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 10000 A (1um)

Astigmatism = 0

Page 57: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Defocus = 5500 A (0.55 um)

Astigmatism = 4500 A (0.45 um)

Page 58: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

How a real microscope distort the ideal projections?

Assuming a LTI system

PSFII ir

CTFIFTIFT ir ·

CTFIFTFTI ir ·1

Page 59: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

A little bit of theory…

CTF is important because:

1. Image restoration (deconvolution)

2. Micrograph screening

Page 60: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

1. Image restoration (deconvolution)

Problem: CTF have zeros

1CTF Is not well defined at some points

CTFIFTFTI ir ·1 11 · CTFIFTFTI ri

Page 61: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

11 · CTFIFTFTI ri

Wiener filter

22

2

1 1·

KCTF

CTF

CTFIFTFTI ri

No problems in frequencies 0, yxCTF

1. Image restoration (deconvolution)

Page 62: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

CTF is important because:

2. Micrograph screening

Page 63: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

CTF is important because:

2. Micrograph screening

Page 64: The electron microscope: the contrast transfer function (CTF) Javier Vargas Centro Nacional de Biotecnología-CSIC jvargas@cnb.csic.es

Questions?