A 🧵: Turning Humans into Applications (Apps)
BioThings Application Programming Interface (API)
Building a Findable, Accessible, Interoperable, Reusable (FAIR) API Ecosystem for Biomedical Knowledge.
Findable, Accessible, Interoperable, Reusable (FAIR) (
fairdatapoint.org/) is pronounced FEAR. Like the emotion. Semantics. 📝
biothings.io/
Just like when they bring the 🔥 w/ Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR).
HL7 FHIR
fhir.org/
HL7 Foundry
foundry.hl7.org/
Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR) is pronounced FIRE!!!!! 🔥 🔥🔥
The FHIR 🔥 adheres to the FAIR (FEAR PRINCIPLES) Principles!!
They are bringing the FEAR (bio/physiological signals) thru enrolling people into clinical trials using their medical electronic health records (EHRs) & by GENERATING synthetic EHRs which then are displayed to the world as pandemics. (PLANdemics)
clinicaltrials.gov/data-api/…
cdisc.org/kb/articles/use-fh…
⚠️ Why the FUCK does synthetic (GENERATED!!) Electronic Health Records (EHRs) have an Application Programming Interface (API) to an International Standardization dealing w/ the exchange of Medical Electronic Health Records i.e. Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR)? ⚠️
They are raining hellfire🔥 🔥🔥upon the masses w/ the FEAR Principles!!
cloud.google.com/healthcare-…
synthea.mitre.org/fhir-api
mitre.github.io/fhir-for-res…
genrocket.com/newsletter/syn…
healthit.gov/data/data-brief…
govciomedia.com/hl7s-fhir-fo…
sciencedirect.com/science/ar…
arxiv.org/html/2506.13800v1
BioThings Application Programming Interface (API) Framework
Making high-performance Application Programming Interface (API) for biological annotation data.
github.com/biothings/biothin…
BioThings Application Programming Interface (API) Specifications
BioThings Application Programming Interfaces (APIs) are APIs designed 4 BIOLOGICAL ENTITIES!!
Here are the guidelines to follow when building a new BioThings API.
Why do you think they use that verbiage “ENTITIES” ?
biothings.io/biothings-specs
BioThings Software Development Kit (SDK)
BioThings SDK: A toolkit for building high-performance data APIs in biomedical research
A generalizable & reusable toolkit 4 integrating data from multiple disparate data sources & creating high-performance APIs. This toolkit allows users to easily create their own BioThings APIs 4 any data type of interest to them, as well as keep APIs up-to-date w/ their underlying data sources.
pmc.ncbi.nlm.nih.gov/article…
BioThings SDK is built in Python & released via PyPI
pypi.org/project/biothings/
BioThings SDK docs
docs.biothings.io/en/latest/
MyGene.info
Gene Annotation as a Service.
mygene.info/
MyGene.info
A BioThings API for gene annotations
MyGene.info provides simple-to-use REST web services to query/retrieve gene annotation data.
github.com/SuLab/mygene.info
MyGene.info docs
A typical use case is to use it to power a web application which requires querying genes & obtaining common gene annotations. 4 example,
MyGene.info services are used to power BioGPS.
docs.mygene.info/en/latest/i…
MyGeneset.info docs
MyGeneset.info provides simple-to-use REST web services to query, retrieve, & store annotation data for collections of genes.
Access curated genesets from public databases, including: GO, KEGG, MSigDB, Disease Ontology/OMIM, Wikipathways, & Reactome.
Filter genesets to an organism of interest.
Retrieve gene collections w/ an identifier of choice.
docs.mygeneset.info/en/lates…
Scripps Institute | BioGPS
biogps.org/mobile/
scripps.edu/
BioGPS
The Gene Portal Hub
A free extensible & customizable gene annotation portal, a complete resource for learning about gene & protein function.
biogps.org/?full#goto=welcom…
BioGPS Plugin Library
Plugins are the backbone of BioGPS & can be combined into custom Layouts 4 viewing many at once.
biogps.org/plugin/