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- SASDDM3: Carboyxamidomethylated ribonuclease A (unfolded RNAse) - with and... -
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Open data
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Basic information
Entry | ![]() |
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![]() | Carboyxamidomethylated ribonuclease A (unfolded RNAse) - with and without urea
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Function / homology | ![]() pancreatic ribonuclease / ribonuclease A activity / RNA nuclease activity / nucleic acid binding / lyase activity / defense response to Gram-positive bacterium / extracellular region Similarity search - Function |
Biological species | ![]() ![]() |
![]() | ![]() Title: Machine Learning Methods for X-Ray Scattering Data Analysis from Biomacromolecular Solutions. Authors: Daniel Franke / Cy M Jeffries / Dmitri I Svergun / ![]() Abstract: Small-angle x-ray scattering (SAXS) of biological macromolecules in solutions is a widely employed method in structural biology. SAXS patterns include information about the overall shape and low- ...Small-angle x-ray scattering (SAXS) of biological macromolecules in solutions is a widely employed method in structural biology. SAXS patterns include information about the overall shape and low-resolution structure of dissolved particles. Here, we describe how to transform experimental SAXS patterns to feature vectors and how a simple k-nearest neighbor approach is able to retrieve information on overall particle shape and maximal diameter (D) as well as molecular mass directly from experimental scattering data. Based on this transformation, we develop a rapid multiclass shape-classification ranging from compact, extended, and flat categories to hollow and random-chain-like objects. This classification may be employed, e.g., as a decision block in automated data analysis pipelines. Further, we map protein structures from the Protein Data Bank into the classification space and, in a second step, use this mapping as a data source to obtain accurate estimates for the structural parameters (D, molecular mass) of the macromolecule under study based on the experimental scattering pattern alone, without inverse Fourier transform for D. All methods presented are implemented in a Fortran binary DATCLASS, part of the ATSAS data analysis suite, available on Linux, Mac, and Windows and free for academic use. |
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Structure visualization
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Downloads & links
-Data source
SASBDB page | ![]() |
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-Related structure data
Related structure data | C: citing same article ( |
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Similar structure data | Similarity search - Function & homology ![]() |
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External links
Related items in Molecule of the Month |
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-Models
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Sample
![]() | Name: Carboyxamidomethylated ribonuclease A (unfolded RNAse) - with and without urea Specimen concentration: 5.97 mg/ml |
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Buffer | Name: 10 mM HCl / pH: 1 |
Entity #17 | Name: RNase / Type: protein / Description: Ribonuclease pancreatic / Formula weight: 16.46 / Num. of mol.: 1 / Source: Bos taurus / References: UniProt: P61823 Sequence: MALKSLVLLS LLVLVLLLVR VQPSLGKETA AAKFERQHMD SSTSAASSSN YCNQMMKSRN LTKDRCKPVN TFVHESLADV QAVCSQKNVA CKNGQTNCYQ SYSTMSITDC RETGSSKYPN CAYKTTQANK HIIVACEGNP YVPVHFDASV |
-Experimental information
Beam | Instrument name: PETRA III EMBL P12 / City: Hamburg / 国: Germany ![]() | |||||||||||||||||||||||||||
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Detector | Name: Pilatus 2M | |||||||||||||||||||||||||||
Scan | Measurement date: Jul 29, 2013 / Storage temperature: 10 °C / Cell temperature: 10 °C / Exposure time: 0.03 sec. / Number of frames: 17 / Unit: 1/nm /
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Distance distribution function P(R) |
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Result | Comments: Included in the additional files of the full-entry zip archive are SAXS data measured from folded RNAse (rnase.dat - also refer to SASBDB entry SASDDL3) as well as unfolded ...Comments: Included in the additional files of the full-entry zip archive are SAXS data measured from folded RNAse (rnase.dat - also refer to SASBDB entry SASDDL3) as well as unfolded carboyxamidomethylated ribonuclease A (rnaseU.dat) and unfolded RNAse in the presence of 1 M urea (rnaseUU1.dat) or 2 M urea (rnaseUU2.dat).
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