Package 'rgsrs' reference manual

Title:	Query the FDA Global Substance Registration System (GSRS) API
Description:	Provides functions to query the FDA Global Substance Registration System (GSRS) REST API (<https://gsrs.ncats.nih.gov/api/v1/>). Enables programmatic access to substance records, UNII identifiers, synonyms, external codes, and chemical structures for over 170,000 registered substances.
Authors:	Claudio Zanettini [aut, cre] (ORCID: <https://orcid.org/0000-0001-5043-8033>)
Maintainer:	Claudio Zanettini <[email protected]>
License:	MIT + file LICENSE
Version:	0.1.0
Built:	2026-06-05 08:53:30 UTC
Source:	https://github.com/c1au6i0/rgsrs

Retrieve comprehensive GSRS data for a set of UNIIs

Description

Convenience wrapper that calls gsrs_substance(), gsrs_names(), gsrs_codes(), gsrs_structure(), and gsrs_hierarchy() in sequence and returns a named list containing all five data frames. Each sub-function uses with_graceful_exit internally, so partial failures return NULL for that element without aborting the whole call.

Usage

gsrs_all(unii, verbose = TRUE, delay = 0.5)
gsrs_all(unii, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups. Default 0.5.

Value

A named list with five elements:

substance: Data frame from gsrs_substance().
names: Data frame from gsrs_names().
codes: Data frame from gsrs_codes().
structure: Data frame from gsrs_structure().
hierarchy: Data frame from gsrs_hierarchy().

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_all("R16CO5Y76E")  # aspirin
  if (!is.null(out)) {
    print(out$substance)
    print(head(out$names))
    print(head(out$codes))
    print(out$structure[, c("smiles", "formula", "mwt", "inchi_key")])
    print(out$hierarchy[, c("depth", "type", "approval_id", "name")])
  }

Sys.sleep(2)
  out <- gsrs_all("R16CO5Y76E")  # aspirin
  if (!is.null(out)) {
    print(out$substance)
    print(head(out$names))
    print(head(out$codes))
    print(out$structure[, c("smiles", "formula", "mwt", "inchi_key")])
    print(out$hierarchy[, c("depth", "type", "approval_id", "name")])
  }

Browse all substance records in GSRS

Description

Retrieves a paginated list of all substance records from GET /api/v1/substances. Useful for bulk workflows or building a local catalogue. Use top and skip to page through the ~170,000 available records, or set top = Inf to fetch all (slow — use with care).

Usage

gsrs_browse(top = 10L, skip = 0L, verbose = TRUE, delay = 0.5)
gsrs_browse(top = 10L, skip = 0L, verbose = TRUE, delay = 0.5)

Arguments

top

Integer. Maximum number of records to return per request. Default 10. Set to NULL or Inf to fetch all records (paginates automatically; large result sets will be slow).

skip

Integer. Number of records to skip (offset). Default 0.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between paginated requests when top = Inf. Default 0.5.

Value

A data frame with the same columns as gsrs_search(). Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  # Fetch the first 5 substance records
  out <- gsrs_browse(top = 5, verbose = FALSE)
  if (!is.null(out)) print(out[, c("approval_id", "preferred_name",
                                    "substance_class")])

Sys.sleep(2)
  # Fetch the first 5 substance records
  out <- gsrs_browse(top = 5, verbose = FALSE)
  if (!is.null(out)) print(out[, c("approval_id", "preferred_name",
                                    "substance_class")])

Retrieve chemical structure information by substance name or CAS number

Description

A convenience wrapper that resolves one or more substance identifiers to GSRS UNIIs and then fetches the embedded chemical structure data for each substance. The result is one wide row per input identifier containing both the resolved metadata and the full structure record.

Usage

gsrs_chem_info(
  identifiers,
  type = c("name", "cas", "unii", "inchikey", "smiles"),
  verbose = TRUE,
  delay = 0.5
)
gsrs_chem_info(
  identifiers,
  type = c("name", "cas", "unii", "inchikey", "smiles"),
  verbose = TRUE,
  delay = 0.5
)

Arguments

identifiers

Character vector of substance identifiers.

type

Character scalar. The identifier type. One of:

"name": Common or systematic substance name (default).
"cas": CAS Registry Number (e.g., "50-78-2").
"unii": FDA UNII / approval ID (e.g., "R16CO5Y76E"). Skips the search step and fetches the structure directly.
"inchikey": Standard InChIKey (e.g., "BSYNRYMUTXBXSQ-UHFFFAOYSA-N").
"smiles": SMILES string. Uses an exact structure search to resolve to a UNII before fetching the structure record.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual API calls. Default 0.5.

Value

A data frame with one row per input identifier and columns:

query: The identifier supplied by the caller.
type: The identifier type ("name" or "cas").
unii: Resolved UNII / approval ID.
preferred_name: Preferred display name in GSRS.
substance_class: Substance class (e.g., "chemical").
smiles: Canonical SMILES string.
formula: Molecular formula (e.g., "C9H8O4").
mwt: Molecular weight (numeric).
inchi_key: Standard InChIKey.
inchi: Full InChI string.
stereochemistry: Stereochemistry descriptor.
optical_activity: Optical activity descriptor.
charge: Formal charge (integer).
stereo_centers: Number of stereocenters.
defined_stereo: Number of defined stereocenters.
ez_centers: Number of E/Z double-bond stereocenters.
molfile: MDL molfile as a string.
date_retrieved: Date the structure response was received.

Unresolved identifiers or non-chemical substances produce a row of NAs with query and type set. Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_chem_info(c("aspirin", "ibuprofen"), type = "name")
  if (!is.null(out)) print(out[, c("query", "unii", "formula", "mwt")])

  Sys.sleep(2)
  out_cas <- gsrs_chem_info(c("50-78-2", "15687-27-1"), type = "cas")
  if (!is.null(out_cas)) print(out_cas[, c("query", "unii", "formula", "mwt")])

  Sys.sleep(2)
  out_unii <- gsrs_chem_info("R16CO5Y76E", type = "unii")
  if (!is.null(out_unii)) print(out_unii[, c("query", "formula", "mwt")])

  Sys.sleep(2)
  out_ik <- gsrs_chem_info("BSYNRYMUTXBXSQ-UHFFFAOYSA-N", type = "inchikey")
  if (!is.null(out_ik)) print(out_ik[, c("query", "unii", "formula")])

  Sys.sleep(2)
  out_smi <- gsrs_chem_info("CC(=O)Oc1ccccc1C(=O)O", type = "smiles")
  if (!is.null(out_smi)) print(out_smi[, c("query", "unii", "formula")])

Sys.sleep(2)
  out <- gsrs_chem_info(c("aspirin", "ibuprofen"), type = "name")
  if (!is.null(out)) print(out[, c("query", "unii", "formula", "mwt")])

  Sys.sleep(2)
  out_cas <- gsrs_chem_info(c("50-78-2", "15687-27-1"), type = "cas")
  if (!is.null(out_cas)) print(out_cas[, c("query", "unii", "formula", "mwt")])

  Sys.sleep(2)
  out_unii <- gsrs_chem_info("R16CO5Y76E", type = "unii")
  if (!is.null(out_unii)) print(out_unii[, c("query", "formula", "mwt")])

  Sys.sleep(2)
  out_ik <- gsrs_chem_info("BSYNRYMUTXBXSQ-UHFFFAOYSA-N", type = "inchikey")
  if (!is.null(out_ik)) print(out_ik[, c("query", "unii", "formula")])

  Sys.sleep(2)
  out_smi <- gsrs_chem_info("CC(=O)Oc1ccccc1C(=O)O", type = "smiles")
  if (!is.null(out_smi)) print(out_smi[, c("query", "unii", "formula")])

Retrieve external codes and identifiers for GSRS substances

Description

For each supplied UNII, calls ⁠GET /api/v1/substances(<UNII>)/codes⁠ and returns all registered cross-references as a tidy data frame. These include CAS numbers, PubChem CIDs, ChEMBL IDs, WHO-ATC codes, NDF-RT codes, DrugBank IDs, and many more.

Usage

gsrs_codes(unii, code_system = NULL, verbose = TRUE, delay = 0.5)
gsrs_codes(unii, code_system = NULL, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes.

code_system

Character vector of code systems to filter on (e.g., c("CAS", "PUBCHEM")). Case-insensitive matching. Pass NULL (default) to return all code systems.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups when unii has multiple entries. Default 0.5.

Value

A data frame with columns:

code_system: External database / code system name (e.g., "CAS", "PUBCHEM", "ChEMBL", "WHO-ATC").
code: The identifier in that system.
type: "PRIMARY" or "ALTERNATIVE".
url: URL to the external record (when available).
comments: Additional context for the code (e.g., ATC path).
is_classification: Logical; TRUE for classification codes.
uuid: Internal GSRS UUID for the code record.
date_retrieved: Date the response was received.
query: The UNII supplied by the caller.

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  # All codes for aspirin
  out <- gsrs_codes("R16CO5Y76E")
  if (!is.null(out)) print(head(out))

  Sys.sleep(2)
  # Only CAS and PubChem codes
  out_cas <- gsrs_codes("R16CO5Y76E", code_system = c("CAS", "PUBCHEM"))
  if (!is.null(out_cas)) print(out_cas)

Sys.sleep(2)
  # All codes for aspirin
  out <- gsrs_codes("R16CO5Y76E")
  if (!is.null(out)) print(head(out))

  Sys.sleep(2)
  # Only CAS and PubChem codes
  out_cas <- gsrs_codes("R16CO5Y76E", code_system = c("CAS", "PUBCHEM"))
  if (!is.null(out_cas)) print(out_cas)

Retrieve the relationship hierarchy for GSRS substances

Description

For each supplied UNII, calls ⁠GET /api/v1/substances(<UNII>)/@hierarchy⁠ and returns the flat parent/child relationship tree as a tidy data frame. This is useful for navigating relationships such as salt forms to free base, active metabolites, or component substances.

Usage

gsrs_hierarchy(unii, verbose = TRUE, delay = 0.5)
gsrs_hierarchy(unii, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups when unii has multiple entries. Default 0.5.

Value

A data frame with columns:

node_id: Node identifier within the hierarchy tree (string index).
parent_id: Parent node identifier ("#" for root nodes).
depth: Depth in the tree (0 = root).
type: Node type (e.g., "ROOT", "ACTIVE MOIETY", "SALT/SOLVATE").
text: Human-readable label including UNII and name.
expandable: Logical; TRUE if node has children.
approval_id: UNII of the substance at this node.
name: Preferred name at this node.
ref_uuid: Internal GSRS UUID of the related substance.
substance_class: Substance class at this node.
deprecated: Logical; TRUE if the node substance is deprecated.
date_retrieved: Date the response was received.
query: The UNII supplied by the caller.

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_hierarchy("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out[, c("depth", "type", "approval_id", "name")])

Sys.sleep(2)
  out <- gsrs_hierarchy("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out[, c("depth", "type", "approval_id", "name")])

Retrieve all names (synonyms) for GSRS substances

Description

For each supplied UNII, calls ⁠GET /api/v1/substances(<UNII>)/names⁠ and returns every registered name record as a tidy data frame row.

Usage

gsrs_names(unii, verbose = TRUE, delay = 0.5)
gsrs_names(unii, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups when unii has multiple entries. Default 0.5.

Value

A data frame with columns:

name: The name string.
std_name: Standardised (uppercased) name.
type: Name type code (e.g., "bn" brand name, "cn" common name, "sys" systematic name, "of" official name).
preferred: Logical; TRUE when this is the preferred name.
display_name: Logical; TRUE when this name is shown by default.
languages: Semicolon-separated language codes.
domains: Semicolon-separated domain tags.
uuid: Internal GSRS UUID for the name record.
date_retrieved: Date the response was received.
query: The UNII supplied by the caller.

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_names("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(head(out))

Sys.sleep(2)
  out <- gsrs_names("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(head(out))

Search the GSRS substance database

Description

Searches the FDA Global Substance Registration System (GSRS) using a free-text or Lucene-style field query. Returns a tidy data frame of matching substance records with key metadata fields.

Usage

gsrs_search(query, top = 10L, skip = 0L, verbose = TRUE, delay = 0.5)
gsrs_search(query, top = 10L, skip = 0L, verbose = TRUE, delay = 0.5)

Arguments

query

Character string. The search query. Supports:

Free text (e.g., "aspirin")
Lucene field syntax (e.g., "root_names:aspirin", "root_approvalID:R16CO5Y76E")
Wildcards (*, ⁠?⁠) as per GSRS documentation.

top

Integer. Maximum number of records to return per request. Default 10. Use NULL or Inf to attempt to retrieve all records (paginates automatically; large result sets may be slow).

skip

Integer. Number of records to skip (offset). Default 0.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between paginated requests. Default 0.5.

Value

A data frame with columns:

uuid: Internal GSRS UUID of the substance.
approval_id: FDA UNII / approval ID.
preferred_name: Preferred display name.
substance_class: Substance class (e.g., "chemical", "structurallyDiverse").
status: Record status (e.g., "approved").
definition_type: "PRIMARY" or "ALTERNATIVE".
definition_level: "COMPLETE" or "INCOMPLETE".
version: Record version string.
names_url: URL to retrieve all names for this substance.
codes_url: URL to retrieve all codes for this substance.
self_url: Full URL for this substance record.
date_retrieved: Date the response was received from the server.

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_search("aspirin", top = 5)
  if (!is.null(out)) print(head(out))

Sys.sleep(2)
  out <- gsrs_search("aspirin", top = 5)
  if (!is.null(out)) print(head(out))

Retrieve chemical structure data for GSRS substances

Description

For each supplied UNII, fetches the full substance record from ⁠GET /api/v1/substances(<UNII>)⁠ and extracts the embedded structure object, returning chemical identifiers and properties as a tidy data frame.

Usage

gsrs_structure(unii, verbose = TRUE, delay = 0.5)
gsrs_structure(unii, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups when unii has multiple entries. Default 0.5.

Value

A data frame with columns:

smiles: Canonical SMILES string.
formula: Molecular formula (e.g., "C9H8O4").
mwt: Molecular weight (numeric).
inchi_key: Standard InChIKey.
inchi: Full InChI string.
stereochemistry: Stereochemistry descriptor (e.g., "ACHIRAL", "RACEMIC", "ABSOLUTE").
optical_activity: Optical activity (e.g., "UNSPECIFIED", "(+)", "(-)").
charge: Formal charge (integer).
stereo_centers: Number of stereocenters.
defined_stereo: Number of defined stereocenters.
ez_centers: Number of E/Z double-bond stereocenters.
molfile: MDL molfile as a string.
date_retrieved: Date the response was received.
query: The UNII supplied by the caller.

Non-chemical substances (proteins, polymers, etc.) return a row of NAs with query set. Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_structure("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out[, c("smiles", "formula", "mwt", "inchi_key")])

Sys.sleep(2)
  out <- gsrs_structure("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out[, c("smiles", "formula", "mwt", "inchi_key")])

Search GSRS by chemical structure

Description

Searches the FDA Global Substance Registration System for substances matching a chemical structure query supplied as a SMILES string. Supports substructure, similarity, exact-match, and flexible (disconnected moiety) search types.

Usage

gsrs_structure_search(
  smiles,
  type = c("sub", "sim", "exact", "flex"),
  cutoff = 0.8,
  top = 10L,
  verbose = TRUE
)
gsrs_structure_search(
  smiles,
  type = c("sub", "sim", "exact", "flex"),
  cutoff = 0.8,
  top = 10L,
  verbose = TRUE
)

Arguments

smiles

Character string. A valid SMILES or SMARTS string describing the query structure (e.g., "CC(=O)Oc1ccccc1C(=O)O" for aspirin).

type

Character string. Search type. One of:

"sub": Substructure search (default). Returns all substances whose structure contains the query as a substructure.
"sim": Similarity search. Returns substances with Tanimoto similarity >= cutoff. Use cutoff to control threshold.
"exact": Exact structure match (tautomer-aware, stereo-sensitive).
"flex": Flexible (disconnected moiety) search; stereo-insensitive.

cutoff

Numeric in ⁠[0, 1]⁠. Tanimoto similarity cutoff for type = "sim". Default 0.8. Ignored for other search types.

top

Integer. Maximum number of records to return. Default 10.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

Value

A data frame with the same columns as gsrs_search(), plus a query_smiles column recording the input SMILES. Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  # Exact match for aspirin
  out <- gsrs_structure_search("CC(=O)Oc1ccccc1C(=O)O", type = "exact")
  if (!is.null(out)) print(out[, c("approval_id", "preferred_name")])

  Sys.sleep(2)
  # Similarity search
  out_sim <- gsrs_structure_search("CC(=O)Oc1ccccc1C(=O)O",
                                   type = "sim", cutoff = 0.7, top = 5)
  if (!is.null(out_sim)) print(out_sim[, c("approval_id", "preferred_name")])

Sys.sleep(2)
  # Exact match for aspirin
  out <- gsrs_structure_search("CC(=O)Oc1ccccc1C(=O)O", type = "exact")
  if (!is.null(out)) print(out[, c("approval_id", "preferred_name")])

  Sys.sleep(2)
  # Similarity search
  out_sim <- gsrs_structure_search("CC(=O)Oc1ccccc1C(=O)O",
                                   type = "sim", cutoff = 0.7, top = 5)
  if (!is.null(out_sim)) print(out_sim[, c("approval_id", "preferred_name")])

Fetch a GSRS substance record by UNII

Description

Retrieves the top-level metadata for a single substance identified by its UNII (Unique Ingredient Identifier / approval ID). Internally this performs a filtered search using ⁠root_approvalID:<unii>⁠.

Usage

gsrs_substance(unii, verbose = TRUE, delay = 0.5)
gsrs_substance(unii, verbose = TRUE, delay = 0.5)

Arguments

unii

Character vector of one or more UNII codes (e.g., "R16CO5Y76E" for aspirin).

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups when unii has multiple entries. Default 0.5.

Value

A data frame with the same columns as gsrs_search(), with one row per input UNII. Rows for unrecognised UNIIs will contain NA except for the query column (which is always set to the input UNII). Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_substance("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out)

Sys.sleep(2)
  out <- gsrs_substance("R16CO5Y76E")  # aspirin
  if (!is.null(out)) print(out)

Look up UNII codes for substance names

Description

For each supplied name, queries GSRS using ⁠root_names:<name>⁠ and returns the best-matching UNII together with the preferred substance name and substance class. This is useful for converting common or systematic names to the canonical FDA UNII identifier.

Usage

gsrs_unii_from_name(names, top = 1L, verbose = TRUE, delay = 0.5)
gsrs_unii_from_name(names, top = 1L, verbose = TRUE, delay = 0.5)

Arguments

names

Character vector of substance names to resolve.

top

Integer. Maximum number of candidate records to consider per name query. Default 1 returns only the top hit. Increase to inspect multiple candidates.

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between individual lookups. Default 0.5.

Value

A data frame with columns:

unii: The UNII / approval ID of the matched substance.
preferred_name: Preferred display name in GSRS.
substance_class: Substance class (e.g., "chemical").
status: Record status.
uuid: Internal GSRS UUID.
date_retrieved: Date the response was received.
query: The name supplied by the caller.

Unresolved names produce a row of NAs with query set. Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  out <- gsrs_unii_from_name(c("aspirin", "ibuprofen"))
  if (!is.null(out)) print(out)

Sys.sleep(2)
  out <- gsrs_unii_from_name(c("aspirin", "ibuprofen"))
  if (!is.null(out)) print(out)

Retrieve controlled vocabulary terms from GSRS

Description

Fetches all (or a page of) controlled vocabulary entries from GET /api/v1/vocabularies. The result is one row per vocabulary term, with the parent domain and type attached to every row. This is useful for understanding allowed values for fields such as name type, substance class, relationship type, code system, and more.

Usage

gsrs_vocabularies(top = NULL, verbose = TRUE, delay = 0.5)
gsrs_vocabularies(top = NULL, verbose = TRUE, delay = 0.5)

Arguments

top

Integer. Maximum number of vocabulary domains to return per request. Default NULL fetches all domains (paginates automatically).

verbose

Logical. If TRUE, emit progress messages. Default TRUE.

delay

Numeric. Seconds to wait between paginated requests. Default 0.5.

Value

A data frame with columns:

domain: Vocabulary domain name (e.g., "NAME_TYPE", "SUBSTANCE_CLASS", "RELATIONSHIP_TYPE").
term_type: Vocabulary term type identifier.
editable: Logical; TRUE if the vocabulary can be extended.
filterable: Logical; TRUE if the vocabulary supports filtering.
value: The controlled term value (used in the API/data).
display: Human-readable display label for the term.
hidden: Logical; TRUE if the term is hidden from the UI.
selected: Logical; TRUE if the term is selected by default.
date_retrieved: Date the response was received.

Returns NULL on error (with a warning).

Examples


  Sys.sleep(2)
  vocab <- gsrs_vocabularies(verbose = FALSE)
  if (!is.null(vocab)) {
    # See all name type values
    print(vocab[vocab$domain == "NAME_TYPE", c("value", "display")])
  }

Sys.sleep(2)
  vocab <- gsrs_vocabularies(verbose = FALSE)
  if (!is.null(vocab)) {
    # See all name type values
    print(vocab[vocab$domain == "NAME_TYPE", c("value", "display")])
  }

Write a named list of data frames to an Excel workbook

Description

Each element of df_list is written to its own sheet. Requires the openxlsx package (listed in Suggests).

Usage

write_dataframes_to_excel(df_list, filename)
write_dataframes_to_excel(df_list, filename)

Arguments

df_list

A named list of data frames.

filename

Character string. Path to the output .xlsx file.

Value

Invisible filename.

Examples


  tmp <- tempfile(fileext = ".xlsx")
  write_dataframes_to_excel(list(sheet1 = mtcars, sheet2 = iris), tmp)

tmp <- tempfile(fileext = ".xlsx")
  write_dataframes_to_excel(list(sheet1 = mtcars, sheet2 = iris), tmp)

Package 'rgsrs'

Help Index

Retrieve comprehensive GSRS data for a set of UNIIs

Description

Usage

Arguments

Value

See Also

Examples

Browse all substance records in GSRS

Description

Usage

Arguments

Value

See Also

Examples

Retrieve chemical structure information by substance name or CAS number

Description

Usage

Arguments

Value

See Also

Examples

Retrieve external codes and identifiers for GSRS substances

Description

Usage

Arguments

Value

See Also

Examples

Retrieve the relationship hierarchy for GSRS substances

Description

Usage

Arguments

Value

See Also

Examples

Retrieve all names (synonyms) for GSRS substances

Description

Usage

Arguments

Value

See Also

Examples

Search the GSRS substance database

Description

Usage

Arguments

Value

See Also

Examples

Retrieve chemical structure data for GSRS substances

Description

Usage

Arguments

Value

See Also

Examples

Search GSRS by chemical structure

Description

Usage

Arguments

Value

See Also

Examples

Fetch a GSRS substance record by UNII

Description

Usage

Arguments

Value

See Also

Examples

Look up UNII codes for substance names

Description

Usage

Arguments

Value

See Also

Examples

Retrieve controlled vocabulary terms from GSRS