exploring biological databases...
TRANSCRIPT
![Page 1: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/1.jpg)
Exploring Biological DatabasesProgrammatically!
Holger Dinkel
EMBO Course:“Computational analysis of protein-protein interactions:
Sequences, networks and diseases”Budapest, 03. 06. 2016
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Exploring Biological Databases,Programmatically!
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WEB SERVICES
ServerClient
get
response
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Exploring Biological Databases,Programmatically!
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WEB SERVICES
ServerClient
get
response
get: http://www.uniprot.org/uniprot/P12931
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Exploring Biological Databases,Programmatically!
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WEB SERVICES
ServerClient
get
response
get: http://www.uniprot.org/uniprot/P12931response: HTML
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Exploring Biological Databases,Programmatically!
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WEB SERVICES
ServerClient
get
response
get: http://www.uniprot.org/uniprot/P12931.txtresponse: TEXT/TSV
ID SRC HUMAN Reviewed; 536 AA.AC P12931; E1P5V4; Q76P87; Q86VB9; Q9H5A8;DT 01-OCT-1989, integrated into UniProtKB/Swiss-Prot.DT 23-JAN-2007, sequence version 3.DT 03-SEP-2014, entry version 187.DE RecName: Full=Proto-oncogene tyrosine-protein kinase Src;
...
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Exploring Biological Databases,Programmatically!
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REST
A RESTful application
is an application that exposes its state and functionality as a set of resources that the clients canmanipulate and conforms to a certain set of principles:
All resources are uniquely addressable, usually through URIs; other addressing can alsobe used, though.
All resources can be manipulated through a constrained set of well-known actions, usuallyCRUD (create, read, update, delete), represented most often through the HTTP’s POST,GET, PUT and DELETE; it can be a different set or a subset though - for example, someimplementations limit that set to read and modify only (GET and PUT) for example
The data for all resources is transferred through any of a constrained number ofwell-known representations, usually HTML, XML or JSON;
The communication between the client and the application is performed over a *stateless*protocol that allows for multiple layered intermediaries that can reroute and cache therequests and response packets transparently for the client and the application.
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Exploring Biological Databases,Programmatically!
![Page 7: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/7.jpg)
REST
A RESTful application
is an application that exposes its state and functionality as a set of resources that the clients canmanipulate and conforms to a certain set of principles:
All resources are uniquely addressable, usually through URIs; other addressing can alsobe used, though.
All resources can be manipulated through a constrained set of well-known actions, usuallyCRUD (create, read, update, delete), represented most often through the HTTP’s POST,GET, PUT and DELETE; it can be a different set or a subset though - for example, someimplementations limit that set to read and modify only (GET and PUT) for example
The data for all resources is transferred through any of a constrained number ofwell-known representations, usually HTML, XML or JSON;
The communication between the client and the application is performed over a *stateless*protocol that allows for multiple layered intermediaries that can reroute and cache therequests and response packets transparently for the client and the application.
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Exploring Biological Databases,Programmatically!
![Page 8: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/8.jpg)
REST
A RESTful application
is an application that exposes its state and functionality as a set of resources that the clients canmanipulate and conforms to a certain set of principles:
All resources are uniquely addressable, usually through URIs; other addressing can alsobe used, though.
All resources can be manipulated through a constrained set of well-known actions, usuallyCRUD (create, read, update, delete), represented most often through the HTTP’s POST,GET, PUT and DELETE; it can be a different set or a subset though - for example, someimplementations limit that set to read and modify only (GET and PUT) for example
The data for all resources is transferred through any of a constrained number ofwell-known representations, usually HTML, XML or JSON;
The communication between the client and the application is performed over a *stateless*protocol that allows for multiple layered intermediaries that can reroute and cache therequests and response packets transparently for the client and the application.
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Exploring Biological Databases,Programmatically!
![Page 9: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/9.jpg)
REST
A RESTful application
is an application that exposes its state and functionality as a set of resources that the clients canmanipulate and conforms to a certain set of principles:
All resources are uniquely addressable, usually through URIs; other addressing can alsobe used, though.
All resources can be manipulated through a constrained set of well-known actions, usuallyCRUD (create, read, update, delete), represented most often through the HTTP’s POST,GET, PUT and DELETE; it can be a different set or a subset though - for example, someimplementations limit that set to read and modify only (GET and PUT) for example
The data for all resources is transferred through any of a constrained number ofwell-known representations, usually HTML, XML or JSON;
The communication between the client and the application is performed over a *stateless*protocol that allows for multiple layered intermediaries that can reroute and cache therequests and response packets transparently for the client and the application.
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Exploring Biological Databases,Programmatically!
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REST METHODS
Method defines what you want to do (GET=retrieve, POST=create/update,DELETE=remove).We’ll be using just GET requests which can be thought of as read-only access.POST/DELETE are used to modify data on a server.
Protocol usually HTTP or HTTPS (secure)
URL defines a path to a resource
Parameters additional arguments, filters etc. usually in the form parameter = value; thefirst parameter is separated from the url by ’?’ while subsequent ones use ’&’.
Example: searching for the term ’EMBO’:
https://startpage.com/do/search?query=EMBO&with language=lang de
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Exploring Biological Databases,Programmatically!
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REST METHODS
Method defines what you want to do (GET=retrieve, POST=create/update,DELETE=remove).We’ll be using just GET requests which can be thought of as read-only access.POST/DELETE are used to modify data on a server.
Protocol usually HTTP or HTTPS (secure)
URL defines a path to a resource
Parameters additional arguments, filters etc. usually in the form parameter = value; thefirst parameter is separated from the url by ’?’ while subsequent ones use ’&’.
Example: searching for the term ’EMBO’:
https://startpage.com/do/search?query=EMBO&with language=lang de
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Exploring Biological Databases,Programmatically!
![Page 12: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/12.jpg)
REST METHODS
Method defines what you want to do (GET=retrieve, POST=create/update,DELETE=remove).We’ll be using just GET requests which can be thought of as read-only access.POST/DELETE are used to modify data on a server.
Protocol usually HTTP or HTTPS (secure)
URL defines a path to a resource
Parameters additional arguments, filters etc. usually in the form parameter = value; thefirst parameter is separated from the url by ’?’ while subsequent ones use ’&’.
Example: searching for the term ’EMBO’:
https://startpage.com/do/search?query=EMBO&with language=lang de
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Exploring Biological Databases,Programmatically!
![Page 13: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/13.jpg)
REST METHODS
Method defines what you want to do (GET=retrieve, POST=create/update,DELETE=remove).We’ll be using just GET requests which can be thought of as read-only access.POST/DELETE are used to modify data on a server.
Protocol usually HTTP or HTTPS (secure)
URL defines a path to a resource
Parameters additional arguments, filters etc. usually in the form parameter = value; thefirst parameter is separated from the url by ’?’ while subsequent ones use ’&’.
Example: searching for the term ’EMBO’:
https://startpage.com/do/search?query=EMBO&with language=lang de
Note:
For all these examples, any common browser can be used, however for proper ’programmatic’access tools such as ’curl’ or ’wget’ on the Linux/Mac commandline are much more efficient andcan easily be incorporated into little scripts...
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Exploring Biological Databases,Programmatically!
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BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
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Exploring Biological Databases,Programmatically!
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BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 16: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/16.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 17: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/17.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 18: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/18.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 19: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/19.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 20: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/20.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 21: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/21.jpg)
BENEFITS
Easy requests The data can be requested with simple HTTP requests andreturned in a variety of programatic and bioinformaticalrelevant formats such as JSON, XML, YAML and FASTA.
Easy debugging Debugging can be done in any browser. While some mightnot call this real programming, it surely is the first steptowards programmatically querying resources.
Reproducable You can write all your queries into a simple script and repeatthe same query later. Even just saving the URL as abookmark in your browser helps!
Powerful Any data can be made available via a REST service.Bandwidth An API allows programmatic access to some information if
one does not want to download the entire dataset.Standards By using existing protocols and best-methods (HTTP), all the
existing knowledge can be reused (Caching, Redirecting, ...).Widespread More and more resource providers change from fat/heavy
webservices to this lightweight system, for obvious reasons.Also more and more desktop applications such as Chimera &Cytoscape provide REST interface so you can interact with itvia scripts.
Note:
Not meant to be a substitute for resources such as BioMART etc!
5 / 13
Exploring Biological Databases,Programmatically!
![Page 22: Exploring Biological Databases Programmatically!aidanbudd.github.io/ppisnd/...Biological_Databases.pdf · Exploring Biological Databases,Programmatically! REST A RESTful application](https://reader035.vdocuments.site/reader035/viewer/2022062505/5ed53078742fc94b8363acd8/html5/thumbnails/22.jpg)
EXAMPLE: PHOSPHO.ELM
http://phospho.elm.eu.org/index.html
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EXAMPLE: PHOSPHO.ELM
http://phospho.elm.eu.org/byAccession/P55211.html
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
http://phospho.elm.eu.org/byAccession/P55211.csv
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/bySubstrate/cd66.html
Query by Substrate name
Substrate name
Output as HTML
Output:
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/bySubstrate/cd66.htmlQuery by Substrate name
Substrate name
Output as HTML
Output:
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/bySubstrate/cd66.htmlQuery by Substrate name
Substrate name
Output as HTML
Output:
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/bySubstrate/cd66.htmlQuery by Substrate name
Substrate name
Output as HTML
Output:
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/byAccession/P12931/Pos12,17.csv
query by Uniprot Accession
Protein Sequence Accession/ID
Position / multiple Positions
Output as CSV (character separated values)
Output:
Acc.; Res.; Pos.; Context; Kinase; PMID; Source; ConScore; ELM; Domain; SMART; IUPRED; PDB; P3D-Acc;P12931; S; 12; SNKSKPKDASQRRRSLEPAE; none; 2136766; 1; 0.21; ; -; ; 0.9168; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 18088087; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17192257; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17081983; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; PKA_group; 11804588; 1; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;...
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/byAccession/P12931/Pos12,17.csv
query by Uniprot Accession
Protein Sequence Accession/ID
Position / multiple Positions
Output as CSV (character separated values)
Output:
Acc.; Res.; Pos.; Context; Kinase; PMID; Source; ConScore; ELM; Domain; SMART; IUPRED; PDB; P3D-Acc;P12931; S; 12; SNKSKPKDASQRRRSLEPAE; none; 2136766; 1; 0.21; ; -; ; 0.9168; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 18088087; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17192257; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17081983; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; PKA_group; 11804588; 1; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;...
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/byAccession/P12931/Pos12,17.csv
query by Uniprot Accession
Protein Sequence Accession/ID
Position / multiple Positions
Output as CSV (character separated values)
Output:
Acc.; Res.; Pos.; Context; Kinase; PMID; Source; ConScore; ELM; Domain; SMART; IUPRED; PDB; P3D-Acc;P12931; S; 12; SNKSKPKDASQRRRSLEPAE; none; 2136766; 1; 0.21; ; -; ; 0.9168; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 18088087; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17192257; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17081983; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; PKA_group; 11804588; 1; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;...
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/byAccession/P12931/Pos12,17.csv
query by Uniprot Accession
Protein Sequence Accession/ID
Position / multiple Positions
Output as CSV (character separated values)
Output:
Acc.; Res.; Pos.; Context; Kinase; PMID; Source; ConScore; ELM; Domain; SMART; IUPRED; PDB; P3D-Acc;P12931; S; 12; SNKSKPKDASQRRRSLEPAE; none; 2136766; 1; 0.21; ; -; ; 0.9168; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 18088087; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17192257; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17081983; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; PKA_group; 11804588; 1; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;...
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Exploring Biological Databases,Programmatically!
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EXAMPLE: PHOSPHO.ELM
Query
http://phospho.elm.eu.org/byAccession/P12931/Pos12,17.csv
query by Uniprot Accession
Protein Sequence Accession/ID
Position / multiple Positions
Output as CSV (character separated values)
Output:
Acc.; Res.; Pos.; Context; Kinase; PMID; Source; ConScore; ELM; Domain; SMART; IUPRED; PDB; P3D-Acc;P12931; S; 12; SNKSKPKDASQRRRSLEPAE; none; 2136766; 1; 0.21; ; -; ; 0.9168; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 18088087; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17192257; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; none; 17081983; 2; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;P12931; S; 17; PKDASQRRRSLEPAENVHGA; PKA_group; 11804588; 1; 0.24; MOD_PKA_1; -; ; 0.8828; -; ;...
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Exploring Biological Databases,Programmatically!
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EXAMPLE: ELM
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EXAMPLE: ELM
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EXAMPLE: ELM
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EXAMPLE: ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / STITCH
http://string-db.org/api/psi-mi-tab/interactions?identifier=YOL086C&additional network nodes=2
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EXAMPLE: STRING / STITCH
http://string-db.org/api/psi-mi-tab/interactions?identifier=YOL086C&additional network nodes=2
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera
ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera
ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: STRING / CYTOSCAPE / CHIMERA
Developers can use REST to interconnect resources.
StringCytoscape
Chimera ELM
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Exploring Biological Databases,Programmatically!
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EXAMPLE: UNIPROT
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EXAMPLE: UNIPROT
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Questions?
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Exploring Biological Databases,Programmatically!