SlideShare a Scribd company logo
1 of 9
Validation of
homology modeling
PRESENTED BY:
ALICHY SOWMYA
18PIM2855
M.S. (PHARM) 2ND SEM
NIPER, S.A.S NAGAR
• Validation is the process of checking that your model is consistent with
stereochemical standards i.e., validation is the process of evaluating
reliability
• The validation has three aspects:
1) Checking on the validity of the thousands to millions of
measurements in the experiment,
2) checking how consistent the atomic model is with those
experimental data and
3) checking consistency of the model with known physical and
chemical properties
Validation:
• There are a number of web tools and databases that may help in
assessing the reliability of structural models (crystallographic, NMR, or
homology based models)
Validation:
Databases:
EDS Electron Density Server - a collection of reports on
models from the PDB (for which experimental
crystallographic data has been deposited) with a focus
on the fit of the model to the data
PDBREPORT Database of automatically made WHAT CHECK reports
for all PDB entries
PDBsum Each entry Includes links to PROCHECK, WHAT
CHECK and EDS reports
Servers:
ERRAT Uses to analyze the statistics of non-bonded
interactions between different atom types.
Eval123D Performs the quality checks provided by the
programs Verify3D, Eval23D ProSA and EvTree.
JCSG Structure
Validation
Central
Performs any or all of the quality checks provided by
the
programs PROCHECK, SFCHECK, PROVE, ERRAT, WAS
P, DDQ, WHAT CHECK and PSQS.
MetaMQAPII Metaserver for quality assessment of protein
structures optimized for theoretical models
MolProbity Includes steric and geometric analyses.
PARVATI Analysis tool for macromolecular structure
refinements that include anisotropic displacement
parameters.
pdb-care Carbohydrate residue checks.
ProSA Fold reliability analysis.
Servers:
PSVS Performs the quality checks provided by the
programs PROCHECK, Verify3D, MolProbity ProSA an
d more.
Ramachandran
plot
Ramachandran plot analysis.
RAMPAGE Ramachandran plot analysis.
STAN the STructure ANalysis server, performs the quality
checks provided by the
programs WASP, CISPEP and MOLEMAN2
VADAR Volume, Area, Dihedral Angle Reporter. Includes
excluded volume, accessible surface area, backbone
and side chain dihedral angles, secondary structure,
hydrogen bonding partners, hydrogen bond energies,
steric quality, solvation free energy as well as local
and overall fold quality.
Verify3D Assessment of protein models with 3-D sequence
profiles.
Programs incorporated in the servers:
CISPEP Uses to investigate if any non-
proline peptide bond that has
been modeled as trans could in
reality be cis.
DDQ Difference density quality analysis.
MOLEMAN2 Includes geometry and dihedrals
angles analyses.
PROCHECK Includes stereochemical quality
checks.
PROVE Atomic volume check.
SFCHECK A program for assessing the
agreement between the atomic
model and X-ray data or EM map.
WASP Uses to investigate if certain water
molecules could be metal ions
instead.
WHAT CHECK A protein verification tools from
the WHAT-IF program. Includes
stereochemical, steric,
nomenclature, and packing quality
checks. The checks can be
accessed via WHAT-IF
servers (Build/check/repair model
server)
Programs incorporated in the servers:
Thank You!

More Related Content

What's hot

Ab Initio Protein Structure Prediction
Ab Initio Protein Structure PredictionAb Initio Protein Structure Prediction
Ab Initio Protein Structure PredictionArindam Ghosh
 
Protein – DNA interactions, an overview
Protein – DNA interactions, an overviewProtein – DNA interactions, an overview
Protein – DNA interactions, an overviewDariyus Kabraji
 
Protein array, types and application
Protein array, types and applicationProtein array, types and application
Protein array, types and applicationKAUSHAL SAHU
 
Motif & Domain
Motif & DomainMotif & Domain
Motif & DomainAnik Banik
 
Homology modeling of proteins (ppt)
Homology modeling of proteins (ppt)Homology modeling of proteins (ppt)
Homology modeling of proteins (ppt)Melvin Alex
 
Cheminformatics in drug design
Cheminformatics in drug designCheminformatics in drug design
Cheminformatics in drug designSurmil Shah
 
Protein-protein interaction (PPI)
Protein-protein interaction (PPI)Protein-protein interaction (PPI)
Protein-protein interaction (PPI)N Poorin
 
Protein 3 d structure prediction
Protein 3 d structure predictionProtein 3 d structure prediction
Protein 3 d structure predictionSamvartika Majumdar
 
Phylogenetic analysis
Phylogenetic analysis Phylogenetic analysis
Phylogenetic analysis Nitin Naik
 
Protein dna interactions
Protein dna interactionsProtein dna interactions
Protein dna interactionsMandeep Kaur
 
Primary, secondary, tertiary biological database
Primary, secondary, tertiary biological databasePrimary, secondary, tertiary biological database
Primary, secondary, tertiary biological databaseKAUSHAL SAHU
 
Protein micro array
Protein micro arrayProtein micro array
Protein micro arraykrupa sagar
 

What's hot (20)

Ab Initio Protein Structure Prediction
Ab Initio Protein Structure PredictionAb Initio Protein Structure Prediction
Ab Initio Protein Structure Prediction
 
Protein – DNA interactions, an overview
Protein – DNA interactions, an overviewProtein – DNA interactions, an overview
Protein – DNA interactions, an overview
 
Kegg databse
Kegg databseKegg databse
Kegg databse
 
Protein array, types and application
Protein array, types and applicationProtein array, types and application
Protein array, types and application
 
Protein Threading
Protein ThreadingProtein Threading
Protein Threading
 
Structure alignment methods
Structure alignment methodsStructure alignment methods
Structure alignment methods
 
Protein Structure Prediction
Protein Structure PredictionProtein Structure Prediction
Protein Structure Prediction
 
Motif & Domain
Motif & DomainMotif & Domain
Motif & Domain
 
Homology modeling of proteins (ppt)
Homology modeling of proteins (ppt)Homology modeling of proteins (ppt)
Homology modeling of proteins (ppt)
 
Cheminformatics in drug design
Cheminformatics in drug designCheminformatics in drug design
Cheminformatics in drug design
 
Protein-protein interaction (PPI)
Protein-protein interaction (PPI)Protein-protein interaction (PPI)
Protein-protein interaction (PPI)
 
Genomics types
Genomics typesGenomics types
Genomics types
 
Protein 3 d structure prediction
Protein 3 d structure predictionProtein 3 d structure prediction
Protein 3 d structure prediction
 
Protein protein interactions
Protein protein interactionsProtein protein interactions
Protein protein interactions
 
Phylogenetic analysis
Phylogenetic analysis Phylogenetic analysis
Phylogenetic analysis
 
antisense technology
antisense technologyantisense technology
antisense technology
 
Protein dna interactions
Protein dna interactionsProtein dna interactions
Protein dna interactions
 
Primary, secondary, tertiary biological database
Primary, secondary, tertiary biological databasePrimary, secondary, tertiary biological database
Primary, secondary, tertiary biological database
 
DNA Sequencing
DNA SequencingDNA Sequencing
DNA Sequencing
 
Protein micro array
Protein micro arrayProtein micro array
Protein micro array
 

Similar to Validation of homology modeling

The influence of data curation on QSAR Modeling – Presented at American Chemi...
The influence of data curation on QSAR Modeling – Presented at American Chemi...The influence of data curation on QSAR Modeling – Presented at American Chemi...
The influence of data curation on QSAR Modeling – Presented at American Chemi...Kamel Mansouri
 
OPERA: A free and open source QSAR tool for predicting physicochemical proper...
OPERA: A free and open source QSAR tool for predicting physicochemical proper...OPERA: A free and open source QSAR tool for predicting physicochemical proper...
OPERA: A free and open source QSAR tool for predicting physicochemical proper...Kamel Mansouri
 
Session ii g2 overview metabolic network modeling mcc
Session ii g2 overview metabolic network modeling mccSession ii g2 overview metabolic network modeling mcc
Session ii g2 overview metabolic network modeling mccUSD Bioinformatics
 
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...Kamel Mansouri
 
Lecture 9 molecular descriptors
Lecture 9  molecular descriptorsLecture 9  molecular descriptors
Lecture 9 molecular descriptorsRAJAN ROLTA
 
Integrative information management for systems biology
Integrative information management for systems biologyIntegrative information management for systems biology
Integrative information management for systems biologyNeil Swainston
 
Quantitative Structure Activity Relationship
Quantitative Structure Activity RelationshipQuantitative Structure Activity Relationship
Quantitative Structure Activity RelationshipRaniBhagat1
 
Virtual screening of chemicals for endocrine disrupting activity: Case studie...
Virtual screening of chemicals for endocrine disrupting activity: Case studie...Virtual screening of chemicals for endocrine disrupting activity: Case studie...
Virtual screening of chemicals for endocrine disrupting activity: Case studie...Kamel Mansouri
 
Free online access to experimental and predicted chemical properties through ...
Free online access to experimental and predicted chemical properties through ...Free online access to experimental and predicted chemical properties through ...
Free online access to experimental and predicted chemical properties through ...Kamel Mansouri
 
Small Molecules and siRNA: Methods to Explore Bioactivity Data
Small Molecules and siRNA: Methods to Explore Bioactivity DataSmall Molecules and siRNA: Methods to Explore Bioactivity Data
Small Molecules and siRNA: Methods to Explore Bioactivity DataRajarshi Guha
 
Automated workflows for data curation and standardization of chemical structu...
Automated workflows for data curation and standardization of chemical structu...Automated workflows for data curation and standardization of chemical structu...
Automated workflows for data curation and standardization of chemical structu...Kamel Mansouri
 
In-silico structure activity relationship study of toxicity endpoints by QSAR...
In-silico structure activity relationship study of toxicity endpoints by QSAR...In-silico structure activity relationship study of toxicity endpoints by QSAR...
In-silico structure activity relationship study of toxicity endpoints by QSAR...Kamel Mansouri
 
Metabolomic Data Analysis Workshop and Tutorials (2014)
Metabolomic Data Analysis Workshop and Tutorials (2014)Metabolomic Data Analysis Workshop and Tutorials (2014)
Metabolomic Data Analysis Workshop and Tutorials (2014)Dmitry Grapov
 

Similar to Validation of homology modeling (20)

The influence of data curation on QSAR Modeling – Presented at American Chemi...
The influence of data curation on QSAR Modeling – Presented at American Chemi...The influence of data curation on QSAR Modeling – Presented at American Chemi...
The influence of data curation on QSAR Modeling – Presented at American Chemi...
 
OPERA: A free and open source QSAR tool for predicting physicochemical proper...
OPERA: A free and open source QSAR tool for predicting physicochemical proper...OPERA: A free and open source QSAR tool for predicting physicochemical proper...
OPERA: A free and open source QSAR tool for predicting physicochemical proper...
 
Session ii g2 overview metabolic network modeling mcc
Session ii g2 overview metabolic network modeling mccSession ii g2 overview metabolic network modeling mcc
Session ii g2 overview metabolic network modeling mcc
 
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...
The importance of data curation on QSAR Modeling: PHYSPROP open data as a cas...
 
Lecture 9 molecular descriptors
Lecture 9  molecular descriptorsLecture 9  molecular descriptors
Lecture 9 molecular descriptors
 
Integrative information management for systems biology
Integrative information management for systems biologyIntegrative information management for systems biology
Integrative information management for systems biology
 
Quantitative Structure Activity Relationship
Quantitative Structure Activity RelationshipQuantitative Structure Activity Relationship
Quantitative Structure Activity Relationship
 
Virtual screening of chemicals for endocrine disrupting activity: Case studie...
Virtual screening of chemicals for endocrine disrupting activity: Case studie...Virtual screening of chemicals for endocrine disrupting activity: Case studie...
Virtual screening of chemicals for endocrine disrupting activity: Case studie...
 
3D QSAR
3D QSAR3D QSAR
3D QSAR
 
Prediction of pKa from chemical structure using free and open source tools
Prediction of pKa from chemical structure using free and open source toolsPrediction of pKa from chemical structure using free and open source tools
Prediction of pKa from chemical structure using free and open source tools
 
Enfin, DAS and BioMart
Enfin, DAS and BioMartEnfin, DAS and BioMart
Enfin, DAS and BioMart
 
The needs for chemistry standards, database tools and data curation at the ch...
The needs for chemistry standards, database tools and data curation at the ch...The needs for chemistry standards, database tools and data curation at the ch...
The needs for chemistry standards, database tools and data curation at the ch...
 
The influence of data curation on QSAR Modeling – examining issues of qualit...
 The influence of data curation on QSAR Modeling – examining issues of qualit... The influence of data curation on QSAR Modeling – examining issues of qualit...
The influence of data curation on QSAR Modeling – examining issues of qualit...
 
3d qsar
3d qsar3d qsar
3d qsar
 
Free online access to experimental and predicted chemical properties through ...
Free online access to experimental and predicted chemical properties through ...Free online access to experimental and predicted chemical properties through ...
Free online access to experimental and predicted chemical properties through ...
 
Small Molecules and siRNA: Methods to Explore Bioactivity Data
Small Molecules and siRNA: Methods to Explore Bioactivity DataSmall Molecules and siRNA: Methods to Explore Bioactivity Data
Small Molecules and siRNA: Methods to Explore Bioactivity Data
 
Automated workflows for data curation and standardization of chemical structu...
Automated workflows for data curation and standardization of chemical structu...Automated workflows for data curation and standardization of chemical structu...
Automated workflows for data curation and standardization of chemical structu...
 
I- Tasser
I- TasserI- Tasser
I- Tasser
 
In-silico structure activity relationship study of toxicity endpoints by QSAR...
In-silico structure activity relationship study of toxicity endpoints by QSAR...In-silico structure activity relationship study of toxicity endpoints by QSAR...
In-silico structure activity relationship study of toxicity endpoints by QSAR...
 
Metabolomic Data Analysis Workshop and Tutorials (2014)
Metabolomic Data Analysis Workshop and Tutorials (2014)Metabolomic Data Analysis Workshop and Tutorials (2014)
Metabolomic Data Analysis Workshop and Tutorials (2014)
 

More from Alichy Sowmya

Plant tissue culture
Plant tissue culturePlant tissue culture
Plant tissue cultureAlichy Sowmya
 
Probability distribution in R
Probability distribution in RProbability distribution in R
Probability distribution in RAlichy Sowmya
 
Regression analysis in R
Regression analysis in RRegression analysis in R
Regression analysis in RAlichy Sowmya
 
Chemistry development kit
Chemistry development kitChemistry development kit
Chemistry development kitAlichy Sowmya
 
Big data in metabolism
Big data in metabolismBig data in metabolism
Big data in metabolismAlichy Sowmya
 
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY EVALUATION OF DECALEPIS HAMILTONII
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY  EVALUATION OF DECALEPIS HAMILTONIIPHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY  EVALUATION OF DECALEPIS HAMILTONII
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY EVALUATION OF DECALEPIS HAMILTONIIAlichy Sowmya
 
SciFinder and its utility in Drug discovery
SciFinder and its utility in Drug discoverySciFinder and its utility in Drug discovery
SciFinder and its utility in Drug discoveryAlichy Sowmya
 
Prescription filling record
Prescription filling recordPrescription filling record
Prescription filling recordAlichy Sowmya
 
Limitations of in silico drug discovery methods
Limitations of in silico drug discovery methodsLimitations of in silico drug discovery methods
Limitations of in silico drug discovery methodsAlichy Sowmya
 
Crimean Congo Hemorrhagic fever
Crimean Congo Hemorrhagic feverCrimean Congo Hemorrhagic fever
Crimean Congo Hemorrhagic feverAlichy Sowmya
 

More from Alichy Sowmya (12)

Plant tissue culture
Plant tissue culturePlant tissue culture
Plant tissue culture
 
Protein data bank
Protein data bankProtein data bank
Protein data bank
 
Probability distribution in R
Probability distribution in RProbability distribution in R
Probability distribution in R
 
Regression analysis in R
Regression analysis in RRegression analysis in R
Regression analysis in R
 
Chemistry development kit
Chemistry development kitChemistry development kit
Chemistry development kit
 
Big data in metabolism
Big data in metabolismBig data in metabolism
Big data in metabolism
 
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY EVALUATION OF DECALEPIS HAMILTONII
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY  EVALUATION OF DECALEPIS HAMILTONIIPHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY  EVALUATION OF DECALEPIS HAMILTONII
PHARMACOGNOSTICAL AND BIOLOGICAL ACTIVITY EVALUATION OF DECALEPIS HAMILTONII
 
SciFinder and its utility in Drug discovery
SciFinder and its utility in Drug discoverySciFinder and its utility in Drug discovery
SciFinder and its utility in Drug discovery
 
Prescription filling record
Prescription filling recordPrescription filling record
Prescription filling record
 
Information science
Information scienceInformation science
Information science
 
Limitations of in silico drug discovery methods
Limitations of in silico drug discovery methodsLimitations of in silico drug discovery methods
Limitations of in silico drug discovery methods
 
Crimean Congo Hemorrhagic fever
Crimean Congo Hemorrhagic feverCrimean Congo Hemorrhagic fever
Crimean Congo Hemorrhagic fever
 

Recently uploaded

Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safenarwatsonia7
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls ServiceMiss joya
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Miss joya
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsGfnyt
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoybabeytanya
 
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safenarwatsonia7
 
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...Miss joya
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...Miss joya
 
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls ServiceMiss joya
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Miss joya
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call girls in Ahmedabad High profile
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...Garima Khatri
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Miss joya
 

Recently uploaded (20)

Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
 
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Marathahalli 📞 9907093804 High Profile Service 100% Safe
 
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
 
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
 

Validation of homology modeling

  • 1. Validation of homology modeling PRESENTED BY: ALICHY SOWMYA 18PIM2855 M.S. (PHARM) 2ND SEM NIPER, S.A.S NAGAR
  • 2. • Validation is the process of checking that your model is consistent with stereochemical standards i.e., validation is the process of evaluating reliability • The validation has three aspects: 1) Checking on the validity of the thousands to millions of measurements in the experiment, 2) checking how consistent the atomic model is with those experimental data and 3) checking consistency of the model with known physical and chemical properties Validation:
  • 3. • There are a number of web tools and databases that may help in assessing the reliability of structural models (crystallographic, NMR, or homology based models) Validation:
  • 4. Databases: EDS Electron Density Server - a collection of reports on models from the PDB (for which experimental crystallographic data has been deposited) with a focus on the fit of the model to the data PDBREPORT Database of automatically made WHAT CHECK reports for all PDB entries PDBsum Each entry Includes links to PROCHECK, WHAT CHECK and EDS reports
  • 5. Servers: ERRAT Uses to analyze the statistics of non-bonded interactions between different atom types. Eval123D Performs the quality checks provided by the programs Verify3D, Eval23D ProSA and EvTree. JCSG Structure Validation Central Performs any or all of the quality checks provided by the programs PROCHECK, SFCHECK, PROVE, ERRAT, WAS P, DDQ, WHAT CHECK and PSQS. MetaMQAPII Metaserver for quality assessment of protein structures optimized for theoretical models MolProbity Includes steric and geometric analyses. PARVATI Analysis tool for macromolecular structure refinements that include anisotropic displacement parameters. pdb-care Carbohydrate residue checks. ProSA Fold reliability analysis.
  • 6. Servers: PSVS Performs the quality checks provided by the programs PROCHECK, Verify3D, MolProbity ProSA an d more. Ramachandran plot Ramachandran plot analysis. RAMPAGE Ramachandran plot analysis. STAN the STructure ANalysis server, performs the quality checks provided by the programs WASP, CISPEP and MOLEMAN2 VADAR Volume, Area, Dihedral Angle Reporter. Includes excluded volume, accessible surface area, backbone and side chain dihedral angles, secondary structure, hydrogen bonding partners, hydrogen bond energies, steric quality, solvation free energy as well as local and overall fold quality. Verify3D Assessment of protein models with 3-D sequence profiles.
  • 7. Programs incorporated in the servers: CISPEP Uses to investigate if any non- proline peptide bond that has been modeled as trans could in reality be cis. DDQ Difference density quality analysis. MOLEMAN2 Includes geometry and dihedrals angles analyses. PROCHECK Includes stereochemical quality checks. PROVE Atomic volume check. SFCHECK A program for assessing the agreement between the atomic model and X-ray data or EM map.
  • 8. WASP Uses to investigate if certain water molecules could be metal ions instead. WHAT CHECK A protein verification tools from the WHAT-IF program. Includes stereochemical, steric, nomenclature, and packing quality checks. The checks can be accessed via WHAT-IF servers (Build/check/repair model server) Programs incorporated in the servers: