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I-TASSER C-I-TASSER QUARK C-QUARK LOMETS COACH COFACTOR MetaGO MUSTER CEthreader SEGMER FG-MD ModRefiner REMO DEMO SPRING COTH Threpp BSpred ANGLOR EDock BSP-SLIM SAXSTER FUpred ThreaDom ThreaDomEx EvoDesign GPCR-I-TASSER MAGELLAN BindProf BindProfX SSIPe ResQ IonCom STRUM DAMpred

TM-score TM-align MM-align RNA-align NW-align LS-align EDTSurf MVP MVP-Fit SPICKER HAAD PSSpred 3DRobot MR-REX I-TASSER-MR SVMSEQ NeBcon ResPRE TripletRes WDL-RF ATPbind DockRMSD DeepMSA FASPR EM-Refiner

BioLiP E. coli GLASS GPCR-HGmod GPCR-RD GPCR-EXP Tara-3D TM-fold DECOYS POTENTIAL RW/RWplus EvoEF HPSF THE-DB ADDRESS Alpaca-Antibody CASP7 CASP8 CASP9 CASP10 CASP11 CASP12 CASP13 CASP14




STRUM is a method for predicting the fold stability change (ΔΔG) of protein molecules upon single-point nsSNP mutations. STRUM adopts a gradient boosting regression approch to train the Gibbs free-energy changes on a variety of features at different levels of sequence and structure properties. The unique characteristics of STRUM is the combination of sequence profiles with low-resolution structure models from protein structure prediction, which helps enhance the robustness and accuracy of the method and make it applicable to various protein seqences, including those without experimental structures (>> more about STRUM ...).

STRUM temporarily is not working now due to the data losing caused by the last system broken. We apologize for any inconvenience this may cause.

[Download STRUM Package] [Benchmark] [Sequences] [Example]
Please copy and paste your data below (either [10,1500] residues sequence in FASTA format or experimental structure in PDB format is acceptable)
Click for an example FASTA input    Click for an example PDB input

Or upload the sequence/stucture file:


        Read more explanation on how to use Mode I

        Read more explanation on how to use Mode II

Email: (Mandatory, where results will be sent to. Only academic emails will be accepted.)

ID: (Optional, your given name to this protein)


STRUM Resource:
References:

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