All algorithms

Refinement

Stage

3

of 8

Included on all plans

CTF Refinement

Per-particle defocus, astigmatism, beam tilt, aberrations and anisotropic magnification refined in one job.

5 in 1

Optical parameters fitted in a single job

3x faster

Than RELION's CTF refinement

What it does

CTF Refinement fits defocus on a per-particle level, and corrects for astigmatism, beam tilt and magnification anisotropy, as well as higher order symmetrical and asymmetrical aberrations.

How it works

With a 3D map, each particle can be compared with a projection of the map at its refined orientation, and the optical parameters adjusted until the two agree. Because this uses phase as well as amplitude, it measures defocus per particle and is more precise than fitting a power spectrum. It also captures beam tilt and other odd-order aberrations, which shift only phases and so never show up in a power spectrum.

The parameters are correlated and improve as the map does, so the better the input, the more accurate the corrections.

In CryoCloud's published automated analysis of the gastric proton pump, a CTF refinement routine run on the same particle stack took the map from 2.6 to 2.4 Å.

Orientation coverage clustered at one pole, and its effect on a density map

Example outputs from CryoCloud CTF refinement showing change in per-particle defocus as well as changes to estimated astigmatism.

Where it sits

CTF Refinement is added downstream of 3D refinement. It is often followed by CryoCloud Polishing, which corrects per-particle motion. The two together, along with a final 3D refinement job are frequently the last steps employed to get the best resolution possible from the data available.

CryoCloud workflows can append a cycle of CTF refinement, polishing and refinement to an existing processing branch so that individual jobs do not have to be added by hand.

At a glance

Stage

Refinement

Runs

After 3D refinement

Hardware

Cloud compute

Inputs

Refined particles and a map

Outputs

Refined optical parameters

Defocus, astigmatism, beam tilt, aberrations and anisotropic magnification, ready for the next refinement round.

Replaces

RELION's CTF Refinement

Availability

Included

Take a good map to the resolution its data supports.

Frequently Asked Questions

If it's not covered here, please reach out to us.
…or start your free trial and see for yourself.

Is there a free trial?

Yes — when you sign up, you'll get instant access to a 30-day free trial with full access to the CryoCloud web application. You'll receive 20 hours of compute time and 2 TB of storage. No setup or infrastructure needed. After the trial, you can upgrade to a paid subscription or contact us for custom plans — no interruption to your data.

How can I start using CryoCloud?

Either go directly to out signup page or simply send us an email to hi@cryocloud.io so we can invite you to our application. You can find more information on how to get started here.

Do I need to install anything?

No - you really just need a (simple) computer, internet access and an internet browser. We took care of everything else. Read more on it here

How does your risk-free trial work?

If you are unsatisfied, you can cancel your plan within 30 days and we will refund you at 100%. You can deactivate the subscription from your account settings.

Frequently Asked Questions

If it's not covered here, please reach out to us.
…or start your free trial and see for yourself.

Is there a free trial?

Yes — when you sign up, you'll get instant access to a 30-day free trial with full access to the CryoCloud web application. You'll receive 20 hours of compute time and 2 TB of storage. No setup or infrastructure needed. After the trial, you can upgrade to a paid subscription or contact us for custom plans — no interruption to your data.

How can I start using CryoCloud?

Either go directly to out signup page or simply send us an email to hi@cryocloud.io so we can invite you to our application. You can find more information on how to get started here.

Do I need to install anything?

No - you really just need a (simple) computer, internet access and an internet browser. We took care of everything else. Read more on it here

How does your risk-free trial work?

If you are unsatisfied, you can cancel your plan within 30 days and we will refund you at 100%. You can deactivate the subscription from your account settings.

Frequently Asked Questions

If it's not covered here, please reach out to us.
…or start your free trial and see for yourself.

Is there a free trial?

Yes — when you sign up, you'll get instant access to a 30-day free trial with full access to the CryoCloud web application. You'll receive 20 hours of compute time and 2 TB of storage. No setup or infrastructure needed. After the trial, you can upgrade to a paid subscription or contact us for custom plans — no interruption to your data.

How can I start using CryoCloud?

Either go directly to out signup page or simply send us an email to hi@cryocloud.io so we can invite you to our application. You can find more information on how to get started here.

Do I need to install anything?

No - you really just need a (simple) computer, internet access and an internet browser. We took care of everything else. Read more on it here

How does your risk-free trial work?

If you are unsatisfied, you can cancel your plan within 30 days and we will refund you at 100%. You can deactivate the subscription from your account settings.

Ready to skip the queue?
Start analyzing your cryo-EM data today.

We would love hear about your cryo-EM goals and discuss how we can accelerate them.

  • No infrastructure needed

  • Streamlined onboarding & legal support

  • Highest security

Ready to skip the queue?
Start analyzing your cryo-EM data today.

We would love hear about your cryo-EM goals and discuss how we can accelerate them.

  • No infrastructure needed

  • Streamlined onboarding & legal support

  • Highest security

Ready to skip the queue?
Start analyzing your cryo-EM data today.

We would love hear about your cryo-EM goals and discuss how we can accelerate them.

  • No infrastructure needed

  • Streamlined onboarding & legal support

  • Highest security

Accelerate scientific discovery with our cloud-native cryo-EM platform, from data collection to high-resolution structure determination.

Subscribe to our newsletter

© 2021-2026 CryoCloud B.V. All rights reserved.

Accelerate scientific discovery with our cloud-native cryo-EM platform, from data collection to high-resolution structure determination.

Subscribe to our newsletter

© 2021-2026 CryoCloud B.V. All rights reserved.

Accelerate scientific discovery with our cloud-native cryo-EM platform, from data collection to high-resolution structure determination.

Subscribe to our newsletter

© 2021-2026 CryoCloud B.V. All rights reserved.