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Michael Kallfelz edited this page Oct 11, 2021 · 7 revisions

ATC

The Anatomical Therapeutic Chemical (ATC) Classification System is a drug classification system that classifies the active ingredients of drugs according to the organ or system on which they act and their therapeutic, pharmacological, and chemical properties. It is controlled by the World Health Organization Collaborating Centre for Drug Statistics Methodology (WHOCC).

In as much as the ATC codes are semantic identifiers, the ATC vocabulary was taken as a basis for the OMOP Drug hierarchy.

As of 30 September 2021, there are 6497 valid codes in the ATC.

Sources

ATC source codes are obtained from the current WHOCC ATC/DDD Index, processed and then handled according to the instructions that can be found in the ATC github folder.

Domains

All ATC concepts belong to the “Drug” domain, however, they may be hierarchically connected to the Device or Observation (concept_class_id = ‘Substance’) domains.

Concept Names

  1. ATC codes of 1st-3rd Classes are written in UPPERCASE.
  2. ATC codes of 4th Class are written in Initcap.
  3. ATC codes of 5th Class are written in lowercase and contain the information about Active Ingredient(s) or Ingredient Group(s) together with the route of administration. The latter is separated from the Ingredient-related information by semicolon “;”. Different routes of one Drug Product are separated by a comma “,”.
  4. OMOPized names of ATC Classes, containing information about the route of administration, are assigned by the vocabulary team through the concept_manual table. Details of 'ATC Administration Route to OMOP' conversion are described below.
  5. Some 5th ATC Classes, which have name duplicates in other hierarchical axes, can get additional characteristics inherited from the higher ATC Class in brackets. Note that brackets given by the source are placed before the semicolon while OMOP-provided brackets go after it.
  6. Row ATC names as well as ATC names concatenated with DDD information are stored in class_drugs_scraper and concept_synonym_manual.
  7. Either updated or deprecated ATC codes are marked with '[U]' or '[D]' at the beginning of the concept_name respectively.

Concept Codes

ATC codes are alphanumeriс entities of different length, which reflects their Class.

Concept Classes

concept_class_id description Code example
ATC 1st Anatomical main group A
ATC 2nd Therapeutic subgroup A01
ATC 3rd Pharmacological subgroup A01A
ATC 4th Therapeutic/pharmacological/chemical subgroup A01AA
ATC 5th Chemical substance subgroup (ingredients or combinations) A01AA01

Concept Status (Standardness)

Valid ATC codes are Classifications, invalid ATC codes are Non-standard ones.

Deprecation

The source usually supplies replacement ATC codes for those which have been deprecated. However, there are several ATC Classes without replacement (they seem to be semantically wrong or being erroneously placed into the ATC hierarchy).

Relationships

Relationships are defined within ATC and between ATC and RxNorm, RxNorm Extension, Multilex, SNOMED, NDFRT, and VA Class.

ATC-specific relationships (internal)

relationship_id reverse target

vocabulary_id

description
ATC - RxNorm RxNorm - ATC RxNorm, RxNorm Extension ■ connects ATC Classes and Drug Products, but not Ingredients

■ technically non-hierarchical, however, semantically it resembles the 'Subsumes' relationship_id with the reverse of 'Is a'

ATC - RxNorm pr lat RxNorm - ATC pr lat RxNorm, RxNorm Extension ATC - RxNorm primary lateral connects:

– Monocomponent ATC Classes with their full semantic equivalents in the form of main active Standard Ingredients

– the 1st Active Ingredient of Multicomponent ATC Classes with Standard Ingredients

■ used as a Primary unambiguous link for ATC Classes with a clear and well-defined Ingredient

■ non-hierarchical

■ semantically, it is an equivalent to ‘Maps to’ relationship_id, and usually (except for exemptions) has such a pair in concept_relationship

ATC - RxNorm sec lat RxNorm - ATC sec lat RxNorm, RxNorm Extension ATC - RxNorm secondary lateral connects the 2nd Active Ingredient OR any subsequent Active Ingredient of a Multicomponent ATC Class to Rx/RxN Standard Ingredient

■ non-hierarchical

■ used as a Secondary unambiguous link for ATC Classes with clear and well-defined Ingredient(s)

■ the presence of this link is a prerequisite for creating a ‘Maps to’ relationship_id

ATC - RxNorm pr up RxNorm - ATC pr up RxNorm, RxNorm Extension ATC - RxNorm primary upward connects the 1st Ingredient Groups of Multicomponent ATC Classes to respective Rx/RxN Standard Ingredients

■ applied to Multicomponent ATC Classes, which names:

– starts either from the Ingredient Group or the word of combinations

– contains only one Ingredient Group, which is mentioned somewhere in the middle

■ hierarchical (applied at the post-processing, gives +1 level of separation)

■ used as Primary ambiguous link, in which ATC Class is represented with a particular group of Ingredients with a common trait

■ can be used for a well-defined but diverse group of ingredients (e.g. diastase, tree pollen, feather)

ATC - RxNorm sec up RxNorm - ATC sec up RxNorm, RxNorm Extension ATC - RxNorm secondary upward connects the 2nd Ingredient Group OR any subsequent Ingredient Group OR NOT mentioned and unspecified list of Ingredients, which can be in combination with Primary lateral or Primary upward ATC Classes, to respective Rx/RxN Ingredients

■ hierarchical (applied at the post-processing, gives +1 level of separation)

■ refers to the Secondary ambiguous link for Multicomponent ATC Classes

Possible combinations of ATC-specific relationships used at the Ingredient level

  1. ATC - RxNorm pr lat + ATC - RxNorm sec lat \

  2. ATC - RxNorm pr lat + ATC - RxNorm sec up \

  3. ATC - RxNorm pr up + ATC - RxNorm sec up \

  4. ATC - RxNorm pr up + ATC - RxNorm sec lat \

Hierarchy

The ATC vocabulary is the hierarchical terminology, in which “the lowest” 5th ATC Drug Classes, reflecting real Drug Products, are connected to “higher” ATC Classes (from the 4th to 1st) via the one-step ancestry. In OMOP, the original ATC hierarchy is extended by Standard Drug Products of RxNorm and RxNorm Extension vocabularies, which are assigned to be descendants of the 5th ATC Classes.

The OMOP conversion of ATC Administration Routes

ATC Adm. Route OMOP Adm. Route
implant implant
Inhal inhalant
Inhal. powder
Inhal.aerosol
Inhal.powder
Inhal.solution
Instill.sol. instillation solution
intravesical intravesical
N nasal
O local oral*
O oral
O, P systemic
Opht ophthalmic
oral aerosol local oral
P parenteral
R rectal
s.c. implant implant
SL sublingual
T topical
TD patch transdermal
V vaginal
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