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Updated: Mar 24, 2026

Microcrystallography of Protein Crystals and In Cellulo Diffraction
Published on: July 21, 2017
A log-likelihood-gain intensity target for crystallographic phasing that accounts for experimental error
Randy J Read1, Airlie J McCoy1
1Department of Haematology, University of Cambridge, Wellcome Trust/MRC Building, Hills Road, Cambridge CB2 0XY, England.
A new log-likelihood-gain function (LLGI) improves macromolecular crystallography by directly using intensity data, bypassing amplitude conversion and handling experimental errors effectively.
Area of Science:
- Crystallography
- Structural Biology
- Biophysics
Background:
- Crystallographic experiments measure Bragg intensities, but phasing calculations require structure-factor amplitudes.
- Converting intensities to amplitudes is complicated by experimental errors, especially negative intensities, leading to significant defects in current methods.
Purpose of the Study:
- To develop a novel method for handling experimental errors in crystallographic data.
- To improve the accuracy and reliability of macromolecular crystallography phasing and refinement.
Main Methods:
- Formulation of a log-likelihood-gain function (LLGI) that directly uses Bragg intensities and their experimental error estimates.
- LLGI is designed to handle large experimental errors by appropriately downweighting problematic reflections without introducing bias.
Main Results:
- LLGI demonstrates correct asymptotic behavior for data with large experimental errors.
- This approach eliminates the need for the French and Wilson method for converting intensities to amplitudes in likelihood calculations.
Conclusions:
- LLGI offers a robust solution for incorporating experimental error into crystallographic phasing and refinement.
- It is broadly applicable to various macromolecular crystallography algorithms and suggests depositing intensity data in the Protein Data Bank.
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