fundamental of automated structure determination · 2016. 5. 19. · sp :auto-rickshaw • what...

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Santosh Panjikar Fundamental of Automated Structure Determination SAD MR MRSIRAS SIRAS MRMAD MAD MRRIP RIP S-SAD MRSAD

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  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Santosh Panjikar

    Fundamental ofAutomated Structure Determination

    SAD

    MR

    MRSIRAS

    SIRASMRMAD

    MAD

    MRRIP

    RIP

    S-SADMRSAD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+scaling

    HKL suitesMosflm/Scala

    Automar/marscaleXDS

    D*trek

    Derivatisation SeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution

    DiffractionData collection strategy BEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+scaling

    HKL suitesMosflm/Scala

    Automar/marscaleXDS

    D*trek

    Derivatisation? SeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution

    DiffractionData collection strategyBEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+scaling

    HKL suitesMosflm/Scala

    Automar/marscaleXDS

    D*trek

    DerivatisationSeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution

    Diffraction ?Data collection strategy BEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+Scaling ? HKL suites

    Mosflm/Scala Automar/marscale

    XDSD*trek

    DerivatisationSeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution

    Diffraction Data collection strategy BEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+Scaling

    HKL suitesMosflm/Scala

    Automar/marscaleXDS

    D*trek

    DerivatisationSeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution ?

    Diffraction Data collection strategyBEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    From Crystal to Structure

    Data processing+Scaling

    HKL suitesMosflm/Scala

    Automar/marscaleXDS

    D*trek

    DerivatisationSeMet

    Halide soakingHeavy atom soaking

    Xenon/Krypton

    Cryo-protection Organic solvent

    Oil based Cryo-salt

    Structure Solution ?

    Diffraction Data collection strategyBEST

    How many degrees ?How much dose ?What resolution ?

    What detector distance ?………?

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phasing in Macromolecular Crystallography

    How do we get from spots on a screen to a pretty picture of our protein?

    BY CALCULATING AMPLITUDES AND PHASES!!

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phase Determination Methods

    1. SIR, SIRAS, MIR, MIRAS(single/multiple isomorphous replacement with anomalous scattering)

    2. MAD(multiple wavelength anomalous diffraction)

    3. SAD (SAS)(single wavelength anomalous diffraction/scattering)

    4. RIP, RIPAS(radiation damage induced phasing with anomalous scattering)

    5. MR(molecular replacement)

    6. Direct Methods

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Data reduction

    Location of Heavy atoms

    Heavy atom refinementand/or

    Phase calculation

    Solvent flattening&

    NCS averaging

    Model building

    Model refinement

    Expe

    rimen

    tal P

    hasi

    ng

    Hea

    vy a

    tom

    der

    ivat

    ives

    CCP4

    SHELXDCRUNCH2SOLVECNSHYSSSUPERFLIP

    SHARPBP3PHASERMLPHARESOLVESHELXE DM

    PARROT, PIRATERESOLVE, SOLOMON

    ARP/wARPRESOLVEBUCCANNERESSENSALBEMAIDTEXTAL REFMAC5

    CNSSHELXL

    Manual building

    COOTO

    Steps in structure determination (Experimental phasing)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Data reduction

    Location of Heavy atoms

    Heavy atom refinementand

    Phase calculation

    Solvent flattening&

    NCS averaging

    Model building

    Model refinement

    Steps in structure determination (Experimental phasing)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Data reduction

    Location of Heavy atoms

    Heavy atom refinementand

    Phase calculation

    Solvent flattening&

    NCS averaging

    Model building

    Model refinement

    Steps in structure determination (Experimental phasing)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Primary aim

    To achieve an interpretable electron density map anda partial structure in the minimal time in order toconfirm the success of the experiment at thesynchrotron while the crystal is still at or near thebeam line

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Ultimate aim

    To achieve a model, which is correct and ascomplete as possible from a seqence file andintensity data at low and high resolution, andachieve almost refined model (~30% Rfree) forthe data better than 3.2 Å resolution.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Auto-Rickshaw Philosophy

    Photographed by Prof. B.C. Wang

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Auto-Rickshaw Approach

    Mimic What An Experienced Crystallographer would Do

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Auto-Rickshaw Approach

    Mimic What An Experienced Crystallographer would Do

    Try To Be As Fast As Possible ... And (Just) As Good As necessary

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Auto-Rickshaw Approach

    Try to Mimic What An Experienced Crystallographer would Do

    Try To Be As Fast As Possible ... And (Just) As Good As necessary

    Minimize User Input

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Softwarepipeline

    Crystallographic software

    Phasing methods

    Decision makingand machine learning

    Database ofX-ray anomalous

    data

    Auto-Rickshaw : An Automated Crystal Structure Determination Pipeline

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Decision making process

    Decision making module (DMD): Overall decisiong makingSingle choice of software at each step of structure determinationPredefined choice of parameters

    SHELXD, SOLVE, CHRUNCH2

    SHELXE, MLPHARE, BP3, PHASER, SHARP

    DM, PIRROT, RESOLVE, SOLOMON, PIRATE

    ARP/wARP, ALBE, RESOLVE, BUCANEER, SHELXE

    Master

    Step-representative

    Program-representative

    CPU usage

    CCP4 (data reduction utility)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Master decision makerStep Representative decision makerProgram Representaive decision maker

    Decision making

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Decision making

    Master decision makerStep Representative decision makerProgram Representaive decision maker

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Auto-Rickshaw System for experimental phasing

    Phase improvement and model completion

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Panjikar, S., Parthasarathy, V., Lamzin, V. S., Weiss, M.S. & Tucker, P. A. (2005). Auto-Rickshaw - An automatedcrystal structure determination platform as an efficienttool for the validation of an X-ray diffraction experiment.Acta Cryst. D61, 449-457.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Date: Fri, 11 Feb 2005 10:47:17 -0600From: "Dauter, Zbigniew" To: [email protected]: decision makersParts/Attachments:

    Hi Santosh

    We just read the proof of your Auto-Rickshaw paper very nice work!One question.

    What exactly means (in Abstract) that you combine computer programs withdecision makers?

    Does it mean that the intermediate results are rapidly sent to India(Bangalore or Madras) and there some twenty crystallographers makedecisions and transfer them back by telephone?

    CheersZbyszek

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • What should be the maximum resolution cut-off for substructure solution and phasing ?

    • When to terminate the task for substructure solution ?

    • How many located heavy atom sites are actually correct ?

    • Which hand of the substructure is correct ?

    • Which is the best way to calculate phases ?

    • How to exploit multiple copies (dimers, etc.) if present

    • How to get the model?

    • How to improve the model ?

    Decision making

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    0

    0.5

    1

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    8 6 5 4 3.5 3 2.6 2.4 2.2 2 1.8

    Resolution cut off

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    8 6 5 4 3.5 3 2.6 2.4 2.2 2 1.8

    Ano

    mal

    ous

    CC

    DA

    NO

    /σ(I) SAD

    HREM/PEAKHREM/INFLHREM/INFL

    MAD

    Resolution

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    0

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    Ano

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    HREM/PEAKHREM/INFLHREM/INFL

    MAD

    Resolution

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    0

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    1

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    8 6 5 4 3.5 3 2.6 2.4 2.2 2 1.8

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    Ano

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    DA

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    Resolution

    SAD

    HREM/PEAKHREM/INFLHREM/INFL

    MAD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • What should be the maximum resolution cut-off for substructure solution and phasing ?

    • When to terminate the task for substructure solution ?

    • How many located heavy atom sites are actually correct ?

    • Which hand of the substructure is correct ?

    • Which is the best way to calculate phases ?

    • How to exploit multiple copies (dimers, etc.) if present

    • How to get the model?

    • How to improve the model ?

    Decision making

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    When to terminate the SHELXD trials

    0

    0.05

    0.1

    0.15

    0.2

    0.25

    0.3

    0.35

    0.4

    0.45

    1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 81 86 91 96

    SHELXD TRIALS

    CC

    (wea

    k)

    CCweak : Correlation coefficient between observed and calculated E values for weak reflection as computed in SHELXD

    SITCOM

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-RickshawSP :Auto-

    Substructure determination using SHELXD in Auto-Rickshaw

    Initial resolution cut-off based signal/noise ratio (from the program SHELXC).

    CCweak: Auto-Rickshaw usually considers better than 15%

    If 15% is not achieved in the first round of SHELXD, then resolution is decreased by 0.2 and increase number of trails by 100. Checks the CCweak in the next round.

    If CCweak improves, number of heavy atoms sites is increased in the next round of SHELXD trail.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Substructure determination using SHELXD in AutoRickshaw

    Common site using SITCOM (Dall‘Antonia & Schneider)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • What should be the maximum resolution cut-off for substructure solution and phasing ?

    • When to terminate the task for substructure solution ?

    • How many located heavy atom sites are actually correct ?

    • Which hand of the substructure is correct ?

    • Which is the best way to calculate phases ?

    • How to exploit multiple copies (dimers, etc.) if present

    • How to get the model?

    • How to improve the model ?

    Decision making

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Changing hand of the substructure

    System Chiral NonchiralTriclinic P1Monoclinic P2, P21, C2Orthorhombic P222, P2221, P21212, P212121, C222,

    C2221, I222, I212121, F222Tetragonal P41P43

    P4122P4322P41212P43212

    P4, P42, I4, I41P422, P4212, P4222, P42212 I422, I4122

    Trigonal P31P32P3112P3212 P3121P3221

    P3, R3P312, P321, R32

    Hexagonal P61P65 P62P64

    P6122P6522 P6222P6422

    P6, P63

    P622, P6322

    Cubic P4132P4332 P23, F23, I23, P213, I213P432, P4232, F432,F4132, I432, I4132

    For nonchiral space groups the other hand of the heavy-atom sites is found by the operation (x, y, z) (-x, -y, -z), except for three space groups (I41, I4122 , F4132 and I4132) where there is also a change of origin.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Changing hand of the substructure

    I41 (x,y,z) (x+0.5, y, z)I4122 (x,y,z) (x+0.5, y, z+0.25)F4132 (x,y,z) (x+0.75, y+0.25, z+0.75)I4132 (x,y,z) (x+0.25, y+0.25, z+0.25)

    For nonchiral space groups the other hand of the heavy-atom sites is found by the operation (x, y, z) (-x, -y, -z), except for three space groups (I41, I4122 , F4132 and I4132) where there is also a change of origin.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Changing hand of the substructureFor the chiral space groups the change of hand of the heavy-atom sites with the operation (x, y, z)(-x, -y, -z) is accompanied by a change of space group to the other chiral form.

    System ChiralTriclinicMonoclinic OrthorhombicTetragonal P41P43

    P4122P4322P41212P43212

    Trigonal P31P32P3112P3212 P3121P3221

    Hexagonal P61P65 P62P64

    P6122P6522 P6222P6422

    Cubic P4132P4332

    Chiral objectsNonsuperimposable

    mirror images

    Nonchiral objectssuperimposablemirror images

    mirror mirror

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Enantiomorph determination

    Level-1: ABS SHELXE(C-value) (Contrast)

    Level 2: MLPHARE/SHARP/BP3 DM(FOM) ( FOM, FreeR)

    Level 3: MAPMAN CAPRA(Maximum Fragment size) (Cα-atoms)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • What should be the maximum resolution cut-off for substructure solution and phasing ?

    • When to terminate the task for substructure solution ?

    • How many located heavy atom sites are actually correct ?

    • Which hand of the substructure is correct ?

    • Which is the best way to calculate phases ?

    • How to exploit multiple copies (dimers, etc.) if present

    • How to get the model?

    • How to improve the model ?

    Decision making

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Example: which software to choose for Phase Calculation ?

    CCweak : Correlation coefficient between observed and calculated E values for weak reflection as computed in SHELXD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Example: which software to choose for Phase Calculation ?

    SHELXE

    MLPHARE

    BP3/SHARP

    CCweak : Correlation coefficient between observed and calculated E values for weak reflection as computed in SHELXD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Determination of correct space groupSystem Space groupMonoclinic P2, P21,

    Orthorhombic P222, P2221, P2212, P2122, P21212, P22121, P21221 P212121C222, C2221, I222, I212121,

    Tetragonal P4, P42, (P41P43)I4, I41P422, P4212, P4222, P42212 , (P4122P4322), (P41212P43212)I422, I4122

    Trigonal P3, (P31P32) R3, R32P312, (P3112P3212)P321, (P3121P3221)

    Hexagonal P6, P63 ,(P61P65 ), (P62P64)P622, P6322, (P6122P6522), (P6222P6422)

    Cubic P23, P213, I23, I213 P432, P4232, F432,F4132, I432, I4132

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Space group determination

    Vario

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    s

    T=0

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Space group determination

    T=0 + x

    Vario

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  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Space group determination

    T=0 + x

    Vario

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  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Space group determination

    T=0 + x

    Vario

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  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    How long Auto-Rickshaw takes to complete the job

    Residues/ASU(Average)

    Mol./ASU Beamline version(approx. time)

    Advanced version(approx. time)

    500 2 15 min 180 min

    2.0 GHz , 64 CPU cluster

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Terminate data collection earlier

    Collect more data than planned

    Get direct answer to the questions:

    Did my experiment work?

    Do I get a structure out of it now?

    Is Auto-Rickshaw printing out for me the Methods section?

    Impact on Beamline Users

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Example-1:Fewer Data Sufficient• A protein 593 residues long (solvent content 78%)• Diffraction to a resolution of 2.55 Å• Nine Se heavy atoms• Space group P6422and

    X-ray data data collection Auto-Rickshaw(CCP4+SHELXD+SHELXE+ARP/wARP)

    • peak (360°) - finished and processed • inf (180°) - initiated and halted

    Energy of incoming X-rays

    X-ra

    y an

    omal

    ous

    sign

    alInf

    Peak

    Rem

    solved in 8 min (369 α-helical atom)130 residues traced at cycle 0 (30 min)561 residues traced after 2.5 hours

    SAD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Energy of incoming X-rays

    X-ra

    y an

    omal

    ous

    sign

    alInf

    Peak

    Rem

    Example-2:More Data NeededSAD

    • A protein 250 residues long (48% solvent content)• Diffraction to a resolution of 3 Å• One Pt heavy atom expectedbut…• SAD at peak - no solution• 2W-MAD at peak and inflection - no solution • 3W-MAD at peak, inflection and remote - no solution• SAD on 16-fold redundancy (peak+remote) YES !!!

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Combination of molecular replacement (MR)

    and experimental (SAD)

    phasing

  • Data reduction

    Location of Heavy atoms

    Heavy atom refinementand

    Phase calculation

    Solvent flattening&

    NCS averaging

    Model building

    Model refinement

    Expe

    rimen

    tal P

    hasi

    ng

    Data reduction

    Rotation function

    Translation function

    Rigid body refinement

    Model building

    Model refinement

    MR

    Pha

    sing

    • SAD• 2W-MAD• 3W-MAD• 4W-MAD• SIRAS• RIP

    MR

    Sear

    ch M

    odel

    Hea

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    ives

    Steps in structure determinationAuto-Rickshaw

    http://www.embl-hamburg.de/Auto-Rickshaw

    A platform for automated crystal structuredetermination

    MRSAD

    Phased MR

    MRRIP

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The Search Model

    Molecular replacement only works if you have a good search model.HOMOLOGY• The higher the sequence identity the easier MR.• There is a rough inverse correlation between the rms deviation of atomic

    positions and the percentage sequence identity. • It is not possible to give an minimum value of homology at which MR will

    work. Below 30% it is usually difficult but it can be challenging with a 100% identical molecule.

    COMPLETENESS• The search model should represent a significant fraction of the unknown

    structure. If it only represents 10-20% of the unknown structure MR will be difficult.

    FLEXIBILITY• Some proteins (for instance antibodies) have domains that can adopt

    different relative orientations with respect to each other. • MR will be difficult if the search model does not have the same relative

    orientation of these domains

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • AMORE (Navaza,1994)• MOLREP (Vagin & Teplyakov, 1997)• PHASER (Read., 2001)

    • MRBUMP (Keegan & Winn, 2008)• BALBES (Long et al., 2008)

    The MR programs and pipelines

    The software pipeline makes several decisions concerning (i) truncation of the model in uncertain parts; (ii) the actual protocol for sequence alignment and homology modelling; and (iii) the choice of the MR software, the consensus approach is to derive a variety of models and try MR for all of them one by one

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Molecular Replacement

    • In principle, accurate phases can be obtained in a matter of hours or even minutes.

    • In practice, however, sometimes structure determination by MR is not straightforward.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Why ?

    • One major problem is that maps calculated from MR phases inevitably retain some memory of the search model (model bias)

    • The more similar the phasing model to the unknown is, the less biased the calculated map will be.

    σA -weighted

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Reduction of model bias

    • Repeated cycling of real-space and reciprocal-space refinement • Density modification and NCS-averaging• Free atom modelling, refinement and model building as implemented in

    ARP/wARP (Perrakis et al., 1999)• SHAKE and wARP (Reddy et al., 2003)• An ML-based reciprocal-space density-modification method (Prime &

    Switch ) (Terwilliger et al., 2004)

    • Omission of parts of the model (Bhat et al, 1988)• Simulated-annealing OMIT maps (Bruenger 1998)• Iterative-build OMIT maps (Terwilliger et al., 2008)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    The sub-structure model

    Experimental phasing only works if you have a substructure model.

    • A complete and accurate substructure will result in better phase estimates than partial and/or inaccurate substructure.

    • High quality data is needed to calculate structure-factor amplitudes of the anomalous scatterers and to locate the anomalous scatters.

    • The resolution cutoff is an important parameter to obtain the best possible substructure from a given set of diffraction data.

    • Radiation damage, low redundant and large substructure can be challenging to solve a substructure.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    MRSAD

    • An attractive feature of MRSAD strategy is that the anomalous scatterer substructure can be quickly determined from the MR solution.

    • SAD phases are virtually independent of the MR phases, MRSAD provides an experimental method to overcome the model bias inherent to MR

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Basic difference in SAD phasing and MRSAD phasing

    • Substructure determination

    • Hand determination• Heavy atom refinement

    and phase calculation• Density modification,

    NCS-averaging and phase extension

    • Model building

    • MR + Anomalous difference Fourier

    • No need of hand determination• Heavy atom refinement and

    phase calculation• Density modification,

    NCS-averaging and phase extension

    • Model building

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Validation of MR

    • Collection of Anomalous data Model refinement

    Calculation of Anomalous difference Fourier or LLG map

    MR

    Density modification

    0

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    1

    1,5

    2

    4000 7200 10400 13600 16800 20000 23200

    ENERGY

    f“

    1.54 Å 1.0 – 0.8 Å

    1pjk

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Use of anomalous peaks in phase improvement

    Phase combination of resultant phases, density

    modification and/orNCS-averaging

    Calculation of Anomalous difference Fourier or LLG map

    Refinement of anomalous peaks (above 5σ) at max resolution

    Dual fragment phasing usingthe partially refined/built model

    and anomalous peaks

    Model building

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phase combination of resultant phases, density

    modification and/orNCS-averaging

    Model refinement

    Calculation of Anomalous difference Fourier or LLG map

    Refinement of anomalous peaks (above 5σ) at max resolution

    Dual fragment phasing usingthe partially refined/built model

    and anomalous peaks

    Model building

    MR

    Density modification

    Combination of MR and SAD phasing

    Phase improvement of poor MR or SAD phaseand model completion

    Validation ofMR solution

    Poor MR PhasePoor SAD Phase

    Iterative model completion and

    refinement

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    αSAD αMOD

    XP,SAD

    αC,SAD

    αCOMB

    XH

    ∆FO

    DM

    EXIT

    Panjikar, S., Parthasarathy, V., Lamzin, V. S., Weiss, M. S. & Tucker, P. A. . On thecombination of molecular replacement and single anomalous diffraction phasing forautomated structure determination Acta Cryst. D 2009 D65, 1089-1097

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    αSAD αMOD

    XP,SAD

    αC,SAD

    αCOMB

    XH

    ∆FO

    ∆FO

    DM

    EXIT

    Panjikar, S., Parthasarathy, V., Lamzin, V. S., Weiss, M. S. & Tucker, P. A. . On thecombination of molecular replacement and single anomalous diffraction phasing forautomated structure determination Acta Cryst. D 2009 D65, 1089-1097

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    αSAD αMOD

    XP,SAD

    αC,SAD

    αCOMB

    XH

    ∆FO

    αC,MR

    XP,MR

    FO

    ∆FO

    DM

    EXIT

    MR + refine

    Panjikar, S., Parthasarathy, V., Lamzin, V. S., Weiss, M. S. & Tucker, P. A. . On thecombination of molecular replacement and single anomalous diffraction phasing forautomated structure determination Acta Cryst. D 2009 D65, 1089-1097

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    MRSAD: combination of MR and experimental phasing

    Phase combination of resultant phases and density

    modification

    Model refinement

    Calculation of Anomalous difference Fourier map

    Refinement of anomalous peaks (above 5σ)

    at maximum resolution

    Dual fragment phasing usingthe partial refined model and

    anomalous peaks

    Model building

    MRSoftware pipeline for MRSAD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    2G4L hydroxynitrile lyase 257 1 18 1.84 C2221 0.022 0.067 12 0.83 -----

    2G4J Glucose isomerase 386 1 11 1.85 I222 0.036 0.141 13 0.86 ----- 1.80

    2G4O LeuB 355 4 32 2.00 P212121 0.019 0.06 12 0.90 -----

    2G4R MogA 156 3 03 1.92 P21 0.019 0.07 06 0.91 -----

    2G4W Ribonuclease A (C2) 128 2 18 1.84 C2 0.022 0.063 06 0.97 ----- 1.00

    2G4I Concanavalin A 237 1 07 2.40 I222 0.037 0.104 11 1.05 ----- 1.60

    2G4K hARH3 256 1 19 1.82 C2221 0.019 0.069 12 1.06 ----- 2.20

    2G51 Trypsin (p1) 240 1 10 1.84 P1 0.02 0.06 03 1.09 -----

    2G4X Ribonuclease A (P3221) 128 1 18 1.95 P3221 0.019 0.053 18 1.10 ----- 1.40

    2G4N α-lactalbumin 122 6 54 2.30 P21212 0.03 0.071 12 1.12 -----

    2G4Y Thaumatin 207 1 16 1.98 P41212 0.013 0.064 25 1.12 0.682

    2G4T PPE (Na) 240 1 13 1.84 P212121 0.015 0.043 12 1.15 0.549

    2G4V Proteinase K 279 1 13 2.14 P43212 0.018 0.045 26 1.18 0.559

    2G4S NBR1PB1 85 1 05 2.15 P6322 0.013 0.053 34 1.18 0.558

    2G52 Trypsin (P21) 240 1 12 1.84 P21 0.033 0.076 06 1.22 ----- 1.80

    2G4U PPE (Ca) 240 1 13 1.84 P212121 0.033 0.123 13 1.38 0.667

    2G55 Trypsin (P3121) 240 1 10 1.82 P3121 0.019 0.086 10 1.46 0.708

    2G4Z Thermolysin 316 1 06 1.98 P6122 0.018 0.067 38 1.64 0.655

    2G4Q Lysozyme at pH 8.0 129 1 15 1.84 P43212 0.024 0.031 23 1.73 0.675

    2G4P Lysozyme at pH 4.5 129 1 17 1.84 P43212 0.022 0.04 24 2.00 0.645

    2G4M Insulin 51 1 06 1.80 I213 0.019 0.057 35 2.00 0.788

    Mueller-D

    ieckmann et al., 2007

    Long wavelength (2.0 Å) dataset Longwavelength dataset with PDB code

    Total residue per molecule = 110 - 755Number of mol. in asu = 1 - 4

    Total number of Se in asu = 2 - 32Resolution =3.00 - 1.80 Å

    Space group

    Ranom=0.013 - 0.036Rmerge=0.031 - 0.141Multiplicity= 3 - 38

    Ranom/Rpim= 0.83 - 2.00

    Data quality

    SAD

    MR

    SAD

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    2hh6 116 1 06 2.04 P6522 2o4t 0.44 1.04/072 0.056 0.10 7.5 1.43 N Y

    1vky 563 1 06 3.00 I222 1yy3 0.49 1.84/247 0.086 0.126 3.5 1.10 Y N

    2gi3 452 1 13 1.80 P3221 2g5i 0.50 1.34/403 0.058 0.112 6.3 1.19 Y N

    2hxv 354 1 05 2.80 I222 2d5n 0.41 2.32/316 0.057 0.078 4.0 1.27 Y N

    2o08 193 2 08 2.90 C2221 2ogi 0.42 1.30/180 0.058 0.07 3.7 1.36 Y Y

    1vmf 407 1 05 1.90 P212121 2cu5 0.42 1.09/124 0.107 0.134 4.1 1.41 Y N

    1zbt 320 1 08 2.40 P43212 2b3t 0.49 2.43/224 0.043 0.071 6.7 1.45 Y Y

    1vmi 329 1 08 2.32 P6322 1xco 0.42 1.76/311 0.046 0.062 5.0 1.48 Y Y

    2f4l 276 4 28 2.50 P212121 2ii1 0.36 1.03/274 0.075 0.084 3.8 1.49 Y N

    2fvg 311 1 06 2.50 P212121 1vhe 0.37 1.70/227 0.073 0.081 3.8 1.51 Y Y

    1vjo 755 1 08 2.00 P212121 2ch2 0.43 1.15/371 0.061 0.064 4.1 1.68 Y Y

    1vjr 269 1 06 2.40 P41212 1zjj 0.40 1.55/240 0.076 0.072 4.6 2.00 Y Y

    1vkn 338 4 32 2.45 P21 1xyg 0.46 1.18/316 0.069 0.065 6.1 2.40 Y Y

    MRSAD examples on JCSG SeMet data

    Search model with PDB codesequence identity= 35 - 51%rmsd after optimal overlap = 1.2 - 2.4 Å

    JCSG dataset with PDB code Total residue per molecule = 110 - 755

    Number of mol. in asu = 1 - 4Total number of Se in asu = 2 - 32

    Resolution =3.00 - 1.80 ÅSpace group

    Ranom=0.032 - 0.107Rmerge=0.064 - 0.134

    Multiplicity=3.4 - 7.5Ranom/Rpim=0.67 - 2.40

    MR

    SAD

    SAD

    Dataset Search model quality Data quality

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phase combination of resultant phases, density

    modification and/orNCS-averaging

    Model refinement

    Calculation of Anomalous difference Fourier or LLG map

    Refinement of anomalous peaks (above 5σ) at max resolution

    Dual fragment phasing usingthe partially refined/built model

    and anomalous peaks

    Model building

    MR

    Density modification

    Initial partial model built from SAD phasing protocol

    Residue per monomer: 261Molecules in ASU: 4Max Resolution: 2.3 ÅSpace group: P21

    Electron density after SAD phasing

    Part of the complete structure, shown in experimental map

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Evolution of substructure, electron density and model

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phase combination of resultant phases, density

    modification and/orNCS-averaging

    Model refinement

    Calculation of Anomalous difference Fourier or LLG map

    Refinement of anomalous peaks (above 5σ) at max resolution

    Dual fragment phasing usingthe partially refined/built model

    and anomalous peaks

    Model building

    MR

    Density modification

    Initial partial model built from SAD phasing protocol

    Residue per monomer: 145Molecules in ASU: 4Max Resolution: 2.75 ÅSpace group: P43212

    Initial partial model built from SAD phasing

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Evolution of the model at low resolution in MRSAD

    51.9/55.5

    47.6/57.6 47.6/55.8 46.5/53.9 43.4/53.6

    32.7/41.5

    29.6/34.6

    http://cluster.embl-hamburg.de/lresult/LV1SvIl/LOG/viewlog/result.html�

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Model building module

    RESOLVE

    ARP/wARP

    SHELXE

    RESOLVE

    BUCCANEER

    SHELXE

    Best phases after density modification

    Poly-ala

    Sequence docking andmodel expension

    Iterative refinement, model building and sequence docking

    SA

    D fu

    nctio

    n

    High resolutionbetter than 2.6 Å

    Low resolution2.6 - 3.2 Å

    Refinement using REFMAC5

    Model Model

    Refinement using REFMAC5

    d50 = dmin[sc-1 - 1]1/3

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Parameters to gauge the map improvement and model completion

    • Standard deviation of the local r.m.s. of the electron density map after density modification

    • The Rfree value from the refinement of the model • Fraction of the model built• Fraction of sequence docked• Absolute peak heights in the anomalous difference Fourier

    map

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Density modification

    Phase combination of resultant phases, density

    modification and/orNCS-averaging

    Model refinement

    Calculation of Anomalous/isomorphous

    difference Fourier or LLG map

    Refinement of anomalous/isomorphous peaks (above 5σ) at max resolution

    Dual fragment phasing usingthe partialy refined/built model

    and anomalous/isomorhous peaks

    Model building

    MR

    SAD

    SIRAS

    2W-MAD

    3W-MAD

    4W-MAD

    Hea

    vy a

    tom

    refin

    emen

    t

    Substructure determinationValidation of MR

    Ligand evaluation

    Phase improvementand modelcompletion

    RIP/SIR

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • MRSAD: (1) A means of completing your model(2) Overcome model bias from MR solution(3) Use long wavelength X-ray data for MR

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Native data collection

    0

    0,5

    1

    1,5

    2

    4000 7200 10400 13600 16800 20000 23200

    ENERGY

    f“

    1.54 Å 1.0 – 0.8 Å

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phasing at short wavelength

    Heavy atoms/ASU

    2 Zn + 12S

    Wavelength (Å) 0.8

    f” 1.76 (Zn) 0.15(S)

    Bijvoet ratio 1.14

    Space group P21Redundancy 3.7

    Resolution (Å) 20-1.66

    Completeness (%) 97.4 (94.3)

    I/σ(I) 14.2(2.8)

    Rmerge (%)b 3.7 (37.0)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phasing at short wavelength

    Heavy atoms/ASU 6S

    Wavelength (Å) 1.00

    f” 0.24(S)

    Bijvoet ratio 0.66

    Space group I213

    Redundancy 22.6

    Resolution (Å) 20-1.6

    Completeness (%) 98.2(100.0)

    I/σ(I) 42.0 (13.0)

    Rmerge (%)b 3.2 (12.2)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phasing at short wavelength

    Heavy atoms/ASU 17S

    Wavelength (Å) 0.9

    f” 0.20(S)

    Bijvoet ratio (%) 0.45

    Space group P41212

    Redundancy 7.6

    Resolution (Å) 20-1.4

    Completeness (%) 94 (68)

    I/σ(I) 33.3(9.8)

    Rmerge (%)b 3.9(13.7)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Exploiting Phase Information

    We may also find ourselves in a situation where we have experimental phases (from a heavy atom derivative) as well as a model.

    Phase information can, in fact, be exploited to help to solve the MR problem.

    This is particularly useful when we have a molecular replacement model that is too poor to find a solution and phases that are too weak to provide an interpretable map.

    By combining molecular replacement with experimental phases, the two together may be enough to succeed.

    This technique of combining experimental phases with molecularreplacement methods is called phased molecular replacement.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Phased Molecular Replacement

    Domain rotationfunction

    FTFA

    Orientation (αA, βA, γA)

    FT

    F(αA, βA, γA)Phased translationfunction

    (TxA,TyA, TzA)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    An Example

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Another example

    Phased MR model is useful for interpretability of the poor experimental mapand this can be also useful in phase enhancement

    90°

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    New emerging phasing method: RIP X-ray Vs. UV

    X-ray UV

    Nano & Ravelli (2006)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Data collection for UV-RIP phasing

    X-ray data collection before UV

    UV exposure (10 – 30 min)

    X-ray data collection after UV

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    CYS-158: 27.6 CYS-174: 14.9

    CYS-194: 24.7CYS-127: 21.0

    CYS-46:20.1CYS-30:23.8

    CYS-184:14.4CYS-214: 8.8

    TRP-164

    TRP-12

    TRP-132

    TRP-39

    TRP-26TRP-83

    TRP-232

    Elastase5 min series(2)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    TRP-CYS distance

    CYS-158: 27.6 CYS-174: 14.9

    CYS-194: 24.7CYS-127: 21.0

    CYS:46:20.1CYS:30:23.8

    CYS-184:14.4CYS-214: 8.8

    12-TRP 20.0 09.2 19.3 19.6

    26-TRP 33.8 31.0 14.9 24.8

    39-TRP 28.6 25.1 17.0 29.4

    83-TRP 15.9 20.9 09.8 16.9

    132-TRP 24.6 18.5 12.2 16.6

    164-TRP 08.0 17.5 16.1 11.0

    232-TRP 21.3 20.4 13.6 24.7

    Elastase5 min series

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    UV radiation does not only break disulphide bridges but also damage seleno-methionine and covalently bound heavy atoms.

    UV radiation induced phasing with or without

    S/MAD, S/MIR(A)S and MR can provide additional or

    alternative phasing information

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    UV-RIP phasing from Seleno-Met protein crystalFAE

    H32

    ChSynt

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Auto-Rickshaw server

    Commandline

    Web-browser

    BeamlineAdvanced

    Version

    Necessary Input required

    Overview of Auto-Rickshaw

    AR server is available to world wide crystallographic community

    QuickLongerSAD

    MR

    MRSIRAS

    SIRASMRMAD

    MAD

    MRRIP

    RIP

    S-SADMRSAD

    No. of residues per monomer

    No. of expected heavy atom sites per monomer

    No. of monomers per a.u.

    Space group

    X-ray data

    Sequence file (optional)

    Model file PDB-format (optional) Email address

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Input Required

    integrated and scaled X-ray data files

    formats Extension SCALEPACK : H K L I+ SIGI+ I- SIGI- ( .sca )

    MTZ : H K L I+ SIGI+ I- SIGI- ( .mtz )

    XDS : XDS-ASCII.HKL ( .HKL ) or ( .hkl )

    XSCALE : ( .HKL ) or ( .hkl )

    D*TREK (.REF) or (.ref)

    sequence file (if available)

    free format ( .pir ) or ( .seq) or ( .txt)

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Beamline version(Phasing, density modification and helix/β-strand recognition)

    Advanced version(Phasing, density modification and modelbuilding)

    SAD, 2W-MAD, 3W-MAD, 4W-MAD, SIRAS

    SAD, S-SAD,

    2W-MAD, 3W-MAD, 4W-MAD,

    SIRAS,

    RIP

    MR, MRSAD, MRSIRAS,MR-2W-MAD, MR-3W-MAD,MR-4W-MAD, MR-RIP

    Web-browser Interface for job submission

    Quick

    longer

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Strategy for data evaluation at third generation source

    Data collection

    Data Processing

    Data evaluation

    Group-1

    Group-2Group-3

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Text for materials and methods with acknowledgement

    An automatic output for the materials and methods

    It includes also the references for all the programs whichare used for the structure solution.

    It guides the user how to acknowledge the pipeline along with the software used in the pipeline.

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    • More than 1500 novel structures solved

    • Largest structure solved : asymmetric unit contains 7,500 residues

    • Largest substructure solved: 140 heavy atoms sites in asymmetric unit

    Status and Highlights

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Auto-Rickshaw

    Reduction of the number of input parameters Addition of other phasing protocols (i.e. MIR) Parallel computing at various steps of structure determination Scanning and improvement of decision making parameters• Remote connection with data collection/processing software ( i.e. XIA2 and DNA)

    • Auto-Rickshaw provides results in almost real time for data collection at home sources or second generation synchrotrons. Accelerating it further for third generation sources is a great challenge.

    The Future

  • Total registered institutes : 283 Total users from registered institutes : 754

    57

    7

    15

    45

    18

    39

    241

    24

    47

    13

    15

    38

    20

    1

    8

    5

    26

    7

    1

    3

    Geographic distribution of AR users

    1

    3

    19

    7

    3

    1

    3

    310

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    More infos:

    The Auto-Rickshaw Web Site:

    http://www.embl-hamburg.de/Auto-Rickshaw

    Auto-Rickshaw

    Auto-Rickshaw and EMBL

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Acknowledgements

    Santosh PanjikarVenkataraman Parthasarathy

    Manfred S. WeissVictor S. LamzinPaul A. Tucker

    All the developers of the various computer programs for their kind permissionto use their software in this pipeline (Martyn Winn, Kevin Cowtan, Qang Hao,George Sheldrick, Gerard Bricogne, Clemens Vonrhein, Navraj Pannu, TomTerwilliger, Axel Brunger, Gerard Kleywegt, Alwyn Jones, G. D. Smith, VictorLamzin, Anastassis Perrakis, Randy Read, Garib Murshudov, Alexi Vagin, Hi-Fu Fan, Thomas Schneider).

    Hamburg beamline/Auto-Rickshaw users and JCSG for the provision of data

    Thank you for your attention

    Kay Diederichs for testing DPS2AR module

    Daniele De Sanctis (UV-RIP )�

  • Macromolecular Crystallography School 2010, Madrid SP :Auto-Rickshaw

    Tutorial

    http://www.embl-hamburg.de/~panjikar/MAD/

    http://www.embl-hamburg.de/~panjikar/MAD/�http://www.embl-hamburg.de/~panjikar/MAD/�http://www.embl-hamburg.de/~panjikar/MAD/�

    Fundamental of�Automated Structure Determination From Crystal to StructureFrom Crystal to StructureFrom Crystal to StructureFrom Crystal to StructureFrom Crystal to StructureFrom Crystal to StructurePhasing in Macromolecular CrystallographyPhase Determination Methods��Steps in structure determination (Experimental phasing)�Número de diapositiva 12Steps in structure determination (Experimental phasing)�Primary aimUltimate aimThe Auto-Rickshaw PhilosophyThe Auto-Rickshaw ApproachThe Auto-Rickshaw ApproachThe Auto-Rickshaw ApproachNúmero de diapositiva 20Decision making processNúmero de diapositiva 22Número de diapositiva 23The Auto-Rickshaw System for experimental phasingNúmero de diapositiva 25Número de diapositiva 26Decision makingResolution cut offResolution cut offResolution cut offDecision makingWhen to terminate the SHELXD trialsSubstructure determination using SHELXD in Auto-RickshawSubstructure determination using SHELXD in AutoRickshawDecision makingChanging hand of the substructureChanging hand of the substructureChanging hand of the substructureEnantiomorph determinationDecision makingExample: which software to choose for Phase Calculation ?Example: which software to choose for Phase Calculation ?Determination of correct space groupSpace group determinationSpace group determinationSpace group determinationSpace group determinationHow long Auto-Rickshaw takes to complete the jobNúmero de diapositiva 49Example-1:Fewer Data SufficientNúmero de diapositiva 51Combination of �molecular replacement (MR) �and �experimental (SAD)�phasing���The Search ModelThe MR programs and pipelinesMolecular ReplacementWhy ? Reduction of model biasThe sub-structure modelMRSADBasic difference in SAD phasing and MRSAD phasingValidation of MRUse of anomalous peaks in phase improvementNúmero de diapositiva 64Número de diapositiva 65Número de diapositiva 66Número de diapositiva 67MRSAD: combination of MR and experimental phasingNúmero de diapositiva 69Número de diapositiva 70Número de diapositiva 71Evolution of substructure, electron density and modelNúmero de diapositiva 73Número de diapositiva 74Model building moduleParameters to gauge the map improvement and �model completion Número de diapositiva 77Número de diapositiva 78Native data collectionPhasing at short wavelengthPhasing at short wavelengthPhasing at short wavelengthNúmero de diapositiva 83Phased Molecular ReplacementNúmero de diapositiva 85Número de diapositiva 86New emerging phasing method: RIP �X-ray Vs. UV Data collection for UV-RIP phasingNúmero de diapositiva 89TRP-CYS distanceNúmero de diapositiva 91UV-RIP phasing from Seleno-Met protein crystalNúmero de diapositiva 93Número de diapositiva 94Número de diapositiva 95Input RequiredNúmero de diapositiva 97Strategy for data evaluation at third generation sourceText for materials and methods with acknowledgementNúmero de diapositiva 100Auto-RickshawNúmero de diapositiva 102Auto-RickshawAcknowledgementsTutorial