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Data Reduction in
CrysAlisPro
Mathias Meyer
Agilent Technologies Poland
Oliver Presly
Agilent Technologies UK
Daniel Baker
Agilent Technologies UK
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 2
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 3
X-ray Product Configurations
Modular Products - Tuned to Application
4-circle Goniometer X-ray Sources
CCD Detectors
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Crystallographic Software: CrysAlisPro
CrysAlisPro has been designed to be as simple to use as possible:
User friendly GUI
Simple workflow
Fully integrated platform
Supporting SM and PX
Highly automated......
...but full of manual features for those who want them
PX
SM
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A Perfect Tool from Crystal to Structure!
Mounting Strategy Structure Experiment Screen/Pre
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Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 7
Automatic Data Reduction How it works
• Turns raw experimental data into a format that allows for structure solution and refinement
• Requires unit cell
• Produces reflection file (*.hkl), processing information file (*.lst) and crystal summary info file (*.sum)
• Uses unit cell to predict where peaks should appear on each frame
• Automatic profiling calculation followed by masking of peaks to collect intensity for .hkl file
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h k l Fobs2 sFobs
2
0 0 1 2356 45
0 1 1 218 17
1 1 0 77 9
1 0 1 3001 101
Automatic Data Reduction Example
Sucrose crystal
• 13 minute experiment
• Every 25 frames data reduction takes
place
• AutoChem gets structure before
experiment has finished (if installed)
• Excellent Rint and R1 with zero user
intervention
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Automatic Data Reduction Example
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Rint = 1.48%
Rint = 1.40% R1 = 2.86%
R1 = 2.22%
I/s = 34.2
Automatic data reduction and structure solution
Automatic vs. Manual Data Reduction
Why do a manual data reduction?
• Can do concurrent automatic processing of twins or
incommensurate structures
• Can visually analyse any diffuse scatter present
• Can apply additional corrections to improve data
• Presence of weakly-diffracting peaks may make automatic
selection of space group difficult
• e.g. weak superstructure reflections
04/07/2013 11
Sometimes the user knows best!
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 12
Manual Data Reduction Introduction
• CrysAlisPro allows the user full control of the data reduction procedure
• Data reduction wizard steps the user through the various steps
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Manual Data Reduction Inputs
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• View orientation matrix for unit
cell to be used
• Twin/incommensurate features
Quasi-crystals
Manual Data Reduction Inputs
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• Choose which runs to use for
data reduction
Manual Data Reduction Reflection model & special options
04/07/2013 16
• Automatic model
refinement
• Sample wobbling (cold
stream)
• Sample slippage
• Access to special
parameters
PROFFIT
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For every run
Manual Data Reduction Model refinement options
Per-run
refinement
Integration Per-frame refinement
Global
cell & model
refinement Model 1
Model 2
Frame1 Frame2
Prediction
accuracy
evaluation
Prediction
accuracy
evaluation
Choose
more
accurate
approach
No need to decide now
– program does it for you!
Manual Data Reduction Sample slippage example
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• Superficially gives impression of
twin
• Twin indexing matches 96.8%
of reflections
… but twin integration doesn’t help
Manual Data Reduction Sample slippage example
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Manual Data Reduction Sample slippage example
7/4/2013 20
Manual Data Reduction Sample slippage example
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No slip Intentional sample slip
Reference
data
Slip Data
(Pre-Treatment)
Slip Data
(Post-Treatment)
Rint (%) 1.6 14.7 1.6
I/σ 22.0 5.0 22.9
R1 (%) 3.32 43.88 3.46
Comp (%) 98.5 95.2% 98.4%
Manual Data Reduction Reflection model & special options
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Several special features for:
• Weak samples – adjust masks
according to prediction
uncertainty
• Twin data – Increase/decrease
mask size
• Protein – Single wavelength only
integration
• High pressure – Bad profile
rejection
• Also useful for twins, multi-
crystals, iced samples,
SM/PX etc.
Manual Data Reduction Background correction
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Choice of background correction:
• Average background
• Define range and frequency
• Smart background
• Combination of local and
average background
• Improves statistics (I/s) for
samples with varying
background features
• Can’t be used for twin data
(yet…)
Manual Data Reduction Background correction example
7/4/2013 24
100μm
100μm
Well-mounted
sample
Intentionally
badly-mounted
sample
Standard peak-hunting
produces many non-lattice
peaks.
Manual Data Reduction Background correction example
7/4/2013 25
Well-mounted Badly-mounted
Reference Data Auto analysis Smart Background
Time 3h 8m 16h 18m 16h 18m
Diff. Limit 0.92 1.41 0.97
Rint (%) 3.1 14.4 5.8
I/σ 13.5 3.0 7.8
R1 (%) 5.28 - 6.22
Comp (%) 99.5 99.5 99.5
Space Group Determination (GRAL) Monoclinic cell choices
04/07/2013 26
• Automatic selection from 3 possible cell choices for particular monoclinic
space groups (GRAL)
- In Auto mode, a setting with β angle closest to 90° is selected
- In Interactive mode, all 3 choices are presented with the same default as in Auto mode
Data Reduction Tab
04/07/2013 27
Summary of information regarding the
data reduction process
• Shortcuts to Frame/run list,
absorption options window, and
space group options
• Information updates after every
automatic data reduction cycle
during experiment, or after any
manual re-finalisation
Data Reduction Output
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Data Reduction Output graphs
04/07/2013 29
Scale factor Sample temperature
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 30
Refinalisation Introduction
• Refinalisation is a repeat of the finalisation step of the data
reduction
• Able to apply several additional corrections
• Absorption
• Filters
• Resolution
• Space group change
04/07/2013 31
Refinalisation Face-indexing
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Two different methods (point or drag) to quickly draw shape of crystal
Video guide coming soon
on user forum…
Refinalisation Absorption correction
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No problem running large crystal
with micro-focus source
Refinalisation ABSPACK
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Refinalisation Filters
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Main filters: Rint / d-spacing / I/s
Used to remove outliers and improve
data
Refinalisation New window teaser
04/07/2013 36
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 37
Twin Data Reduction Introduction
04/07/2013 38
• 53% indexed as single
crystal
• 91% indexed as twin
• Software recognises that
sample is modelled as
twin
Twin Data Refinalisation Example
04/07/2013 39
Rint = 4.15% R1 = 14.29%
I/s = 11.1
Rint = 3.9% R1 = 4.52%
I/s = 18.0
HKLF4 – no twin modelling HKLF5 – twin data reduction
Twinning and
Incommensurate
Data Processing in
CrysAlisPro
Dr Fraser White
Agilent Technologies
UK
September 18th 2013
10:00 am ET (Americas)
4:00 pm CET (Europe)
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 41
Protein Data Reduction
• CrysAlisPro has a dedicated PX mode for running protein
experiments
• Extra features specifically for protein samples
– .mtz files
– A/B scale factors
– Import/export of data
04/07/2013 42
04/07/2013 43
Protein Data Reduction A/B-factor refinement
F2
Theta
• New correction in ABSPACK
• Designed for correcting crystal decay in time
• Added extra factor to ABSPACK scaling
model:
CrysAlisPro only!
04/07/2013 44
Protein Data Reduction A/B-factor refinement
No decay correction With decay correction
Example from beamline
protein data
A/B-coefficients plots show decay of the sample
B A
04/07/2013 45
Protein Data Reduction A/B-factor refinement
• Unexpected usefulness for some high theta small molecule data:
– can correct for some resolution-dependent effects, e.g. prediction uncertainty at high angle
Without
B-factor
With
B-factor
R1 3.92% 3.77%
Rint 7.5% 7.2%
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 46
Advanced Features Incommensurates
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Output a .hklmno file for
structure solution in
external programs
More in the next webinar!
04/07/2013 48
Advanced Features High pressure
• Designed primarily for high-pressure data for filtering out reflections
overlapped by diamond diffraction spots
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Advanced Features High pressure
No
filtering With filtering
no. of
reflections 10535 10450
Rint 6.4% 10%
R1
34%
(no structure) 9%
With filter
Higher value for Rint after filtering!
• Diamond reflections are
symmetrically equivalent and falsify
Rint value.
• Standard outlier rejection filter fails.
Profile agreement = 0.8
I/s= 10
No filter Example – HP data:
• Structure unsolvable although data
seem to be of sufficient quality (Rint)
• After filtering structure solved
Profile agreement
Bad Profile Rejection SM example
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Simulation of cryo-failure
(shield flow turned off)
Bad Profile Rejection SM example
7/4/2013 51
No ice Large ice build-up
Reference Data Auto
analysis
d range and run
Filtering
Bad profile
filtering
Rint (%) 2.6 10.5 3.2 4.0
I/σ 17.7 8.4 14.0 12.7
R1 (%) 3.83 6.11 4.11 4.50
Comp (%) 99.9 99.9 92.6 98.6
Advanced Features Batch processing
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Multi-temperature experiments problem – there are many data sets to process
Advanced Features Batch processing
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• XX PROFFITBATCH
• Browse for the folder
• Set PROFFIT parameters
• Click Finish
• A script “proffitbatch.mac” gets
created in the directory selected at
the start
• You can edit it or run as is using
SCRIPT command
Advanced Features Synchrotron/External frame formats
Massive dataset from synchrotron: 4 runs of 10,000 images
each; making a total of 40,000 images
04/07/2013 54
• Possible to read in a large variety of
external frame formats into CrysAlisPro
• Full auto-analysis on protein sample
successful even with very small diffraction
spots
More details on Protein Webinar and future
applications note!
Layout
• Introduction: CrysAlisPro overview
• Part I: Automatic data reduction
• Part II: Manual data reduction
• Part III: Refinalisation
• Part IV: Twin data reduction
• Part V: Protein data reduction
• Part VI: Advanced features (Incommensurate, HP, batch processing, synchrotron, external formats)
• Conclusion: Summary
04/07/2013 55
Summary
• Automatic data reduction during experiment
• Full override control in manual mode
• Fully accessible statistics from tables and graphs
• Easy-to-use face-indexing tool
• Many options in data reduction and re-finalisation to improve data quality
• Can handle twins, incommensurates, HP data, SM, PX, synchrotron etc.
• Outputs everything you need for structure solution/refinement
• Read in many external formats
• Come along to the Agilent booth at the ACA in Hawaii – we can process your data for you with our software
04/07/2013 56
Constantly being updated and improved
Software Updates
CrysAlisPro is frequently
updated with fixes for known
problems
New features are introduced in
annual major updates
All updates are Free and
available from our user forum,
www.agilentxrdforum.com
Free multi-user, multi-site
license
57 04/07/2013
Please type your question into the chat box. Send a direct chat to the
“Host” which is private, or a chat to “All Participants” which is public
Q&A
58 04/07/2013
New applications note on data recovery
Go to www.agilent.com and click on the “Library” tab,
and the “Literature” link. Search for “CrysAlisPro” to find
relevant app notes
Thank you for listening!
All feedback and comments are welcome
xrdapplications@agilent.com
The live CrysAlisPro Webinar series
continues on September 18th 2013
Register at:
www.agilent.com/chem/x-ray_eSeminars
59 04/07/2013
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