Dear Marius Schmidt

In my (our) *original FRC/FSC papers* (1982; 1986 ; 2000; 2004; 2017; 2020;
2024) the linearity of these correlation functions/metrics  have been
extensively discussed. Historically, EM started at a low resolution
"blobology" level whereas X-ray crystallography (XRC) at that time, already
had reached atomic resolution. This led to the belief that the *XRC
resolution metrics* ( like phase residuals and R-factors) were also
appropriate as *resolution metrics for EM*. However, in XRC the measurables
are *diffraction patterns* for which *amplitudes *corresponding *phases *had
to be derived *iteratively*. In EM and in imagining in general, the
measurables are the images themselves, that contain both the *amplitude
information *and the *phase information*. To revert to the then already
established *XRC resolution metrics* like phase residuals or R-factors,
implied *discarding *the most important part of the available information
(see the Why-O-Why ).
(
https://www.linkedin.com/posts/marin-van-heel-5845b422b_whyowhyarchive-activity-7149738255154946048-Oc93/?utm_source=share&utm_medium=member_desktop
).
That problem was realized soon and the mentioned *FRC and FSC metrics* were
thus suggested which exploit all the available information. Thus, the *XRC
atomic resolution* *technique *of the 1980s came with a *low-quality
resolution metric* whereas the *Cryo-EM low-resolution blobology *approach
of the 1980s came with a  *high-quality resolution metric*.
Thus, in summary, *all resolution criteria in XRC* are *ad-hoc non-linear
metrics* that have no general validity outside of *XRC*. Looking at only
the amplitudes of a diffraction pattern is like finding the highest
resolution spot in a diffraction pattern, where, even if the spot is
clearly visible, that does not mean one would be able to find its phase. We
need a more comprehensive metric that has a wide range of applicability.
In other words, where a CC1-2 metric cannot be applied to assess the 3D
brain scan of a brain-tumor patient, the FRC / FSC, and the newest FRI /
FSI metrics can be applied in all cases
where 2D and 3D data are dealt with!

Hope this helps,

Marin van Heel

On Mon, Oct 7, 2024 at 3:04 PM Marius Schmidt <smar...@uwm.edu> wrote:

> I think this is taken care of:
> The CC1/2 and the CC1/2* are appropriate metrics for the resolution limit.
> They are all spit out by newer data processing software.
> The CC1/2 is directly comparable to the FSC. Many people use CC1/2 = 1/e as
> the resolution limit.
> In many cases of data the CC1/2 = 1/e is equivalent to I/sigI of 1, which
> is used sometimes as a metric for the resolution limit (some use I/sigI =
> 2),
> and in more cases the CC1/2 corresponds to Rmerge in the range of 40%.
> For serial crystallography, the R-split goes through the roof at CC1/2 =
> 1/e,
> so the CC1/2 is the better metric.
>
> Best
> Marius
>
>
>
>
>
> Marius Schmidt, Dr. rer. Nat. (habil.)
> Professor
> University of Wisconsin-Milwaukee
> Kenwood Interdisciplinary Research Complex
> Physics Department, Room 3087
> 3135 North Maryland Avenue
> Milwaukee, Wi 53211
> phone (office): 1-414-229-4338
> phone (lab): 414-229-3946
> email: smar...@uwm.edu
> https://uwm.edu/physics/people/schmidt-marius/
> https://sites.uwm.edu/smarius/
> https://www.bioxfel.org/
> Nature News and Views: https://www.nature.com/articles/d41586-023-00504-4
>
> ------------------------------
> *From:* CCP4 bulletin board <CCP4BB@JISCMAIL.AC.UK> on behalf of Marin
> van Heel <marin.vanh...@gmail.com>
> *Sent:* Monday, October 7, 2024 11:24 AM
> *To:* CCP4BB@JISCMAIL.AC.UK <CCP4BB@JISCMAIL.AC.UK>
> *Subject:* [ccp4bb] Review: Linearity and Resolution in X-Ray
> Crystallography and Electron Microscopy
>
>
> Dear All,
>
> Sayan Bhakta and I have recently posted the preprint of a review on
> resolution and linearity which will appear in a book to be launched on the
> 16th of October 2024.
> ( https://doi.org/10.1201/9781003326106 ).
> It is the first Cryo-EM review that I have been involved in for 25 years.
> In our preparation, I was quite amazed about what other authors wrote (or
> did not write) in their many reviews on these matters.
> For example, I missed any serious discussion about resolution metrics in
> X-ray crystallography, which technique is fundamentally non-linear.
> Linearity is a prerequisite for defining the resolution of any instrument.
> The iterative refinements applied in X-ray crystallography (and sometimes
> Cryo-EM) makes that all Phase-residuals and R-factors or fixed threshold
> values cannot be used to compare the results of independently conducted
> experiments. What is an obvious consequence of the lack of universality of
> such metrics like phase-residuals and R-factors, is that they cannot be
> used outside of the immediate context in which they were defined, like
> X-ray crystallography or structural biology.  In contrast, the
> Fourier-Ring-Correlation (FRC); Fourier-Shell-Correlation (FSC) and their
> recent successors: the Fourier-Ring-Information (FRI) and the
> Fourier-Shell-Information (FSI), plus their integrated versions, are
> universal metrics that are applicable to all fields of science where 2D and
> 3D data are dealt with!
>
> https://doi.org/10.31219/osf.io/5empt
>
> Have fun reading it!
>
> Marin
>
>
>
>
>
> ------------------------------
>
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