open_targets.clinical_report
import bedrock_bio as bb
rel = bb.load_table('open_targets.clinical_report')
df = rel.limit(5).pl() # Polars
df = rel.limit(5).df() # Pandas
df.head()| id | clinicalStage | origin | type | source | provider | drugs | countries | trialDescription | phaseFromSource | ... | qualityControls | trialPrimaryPurpose | title | trialNumberOfArms | trialOverallStatus | year | trialStopReasonCategories | url | trialStartDate | version | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 00011703-bc55-4c0c-858c-149dc674bc3c | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | [{'drugFromSource': 'OFLOXACIN', 'drugId': 'CH... | <NA> | None | APPROVAL | ... | <NA> | None | Report in Approval stage for Ofloxacin and Inf... | <NA> | None | <NA> | <NA> | https://dailymed.nlm.nih.gov/dailymed/drugInfo... | NaT | 26.09 |
| 1 | 0002ad27-779d-42ab-83b5-bc65453412a1 | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | [{'drugFromSource': 'TRAMETINIB DIMETHYL SULFO... | <NA> | None | APPROVAL | ... | <NA> | None | Report in Approval stage for Trametinib Dimeth... | <NA> | None | <NA> | <NA> | https://dailymed.nlm.nih.gov/dailymed/drugInfo... | NaT | 26.09 |
| 2 | 0002eded-a283-4590-a78c-b6ff2027e684 | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | [{'drugFromSource': 'GABAPENTIN', 'drugId': 'C... | <NA> | None | APPROVAL | ... | <NA> | None | Report in Approval stage for Gabapentin and 2 ... | <NA> | None | <NA> | <NA> | https://dailymed.nlm.nih.gov/dailymed/drugInfo... | NaT | 26.09 |
| 3 | 0003458f-352a-46fa-9d99-230daa76ae29 | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | [{'drugFromSource': 'GLIMEPIRIDE', 'drugId': '... | <NA> | None | APPROVAL | ... | <NA> | None | Report in Approval stage for Glimepiride and T... | <NA> | None | <NA> | <NA> | https://dailymed.nlm.nih.gov/dailymed/drugInfo... | NaT | 26.09 |
| 4 | 0005e2a8-3ab9-4173-a46f-9c53881379e2 | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | [{'drugFromSource': 'CLOPIDOGREL BISULFATE', '... | <NA> | None | APPROVAL | ... | <NA> | None | Report in Approval stage for Clopidogrel Bisul... | <NA> | None | <NA> | <NA> | https://dailymed.nlm.nih.gov/dailymed/drugInfo... | NaT | 26.09 |
library(bedrockbio)
lf <- load_table("open_targets.clinical_report")
df <- head(lf, 5) |> collect()
head(df)Sample output (5 rows, showing 8 of 28 columns) id | clinicalStage | origin | type | source | provider | trialDescription | phaseFromSource ------------------------ | ------------- | ---------- | ---------- | -------- | -------- | ---------------- | --------------- 0 00011703-bc55-4c0c-858c… | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | — | APPROVAL 1 0002ad27-779d-42ab-83b5… | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | — | APPROVAL 2 0002eded-a283-4590-a78c… | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | — | APPROVAL 3 0003458f-352a-46fa-9d99… | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | — | APPROVAL 4 0005e2a8-3ab9-4173-a46f… | APPROVAL | DRUG_LABEL | INDICATION | DailyMed | ChEMBL | — | APPROVAL
Description
Section titled “Description”Clinical trial and regulatory reports from multiple sources, capturing trial metadata, associated drugs, diseases, side effects, and trial outcomes [Drug, Disease]
Partitions
Section titled “Partitions”Not partitioned.
Schema
Section titled “Schema”| Column | Type | Description |
|---|---|---|
id |
TEXT |
Unique identifier for the clinical report |
clinicalStage |
TEXT |
Clinical stage of the report |
origin |
TEXT |
Nature of the record the report originates from (e.g. CLINICAL_TRIAL, DRUG_LABEL, REGULATORY_AGENCY, CURATED_RESOURCE) |
type |
TEXT |
Kind of evidence the report describes: INDICATION for a drug/disease claim, SAFETY for a drug warning |
source |
TEXT |
Source database or registry from which the clinical report was obtained |
provider |
TEXT |
Resource or organisation that distributes the data fetched from the primary source (e.g. AACT, ChEMBL, EMA, PMDA, TTD) |
drugs |
STRUCT(drugFromSource TEXT, drugId TEXT)[] |
Drugs associated with the clinical report |
countries |
TEXT[] |
Countries associated with the clinical report |
trialDescription |
TEXT |
Brief description of the clinical trial |
phaseFromSource |
TEXT |
Clinical phase as reported in the source |
trialOfficialTitle |
TEXT |
Official title of the clinical trial as registered |
trialSponsor |
STRUCT(agencyClass TEXT, name TEXT) |
Lead sponsor associated with the clinical trial |
diseases |
STRUCT(diseaseFromSource TEXT, diseaseId TEXT)[] |
Diseases associated with the clinical report |
trialLiterature |
STRUCT(id TEXT, type TEXT)[] |
Literature references associated with the clinical trial |
sideEffects |
STRUCT(diseaseId TEXT, diseaseFromSource TEXT)[] |
Side effects or adverse events associated with the clinical report |
trialPhase |
TEXT |
Phase of the clinical trial |
trialWhyStopped |
TEXT |
Reason provided for stopping the clinical trial |
trialStudyType |
TEXT |
Type of clinical study (e.g. Interventional, Observational) |
qualityControls |
TEXT[] |
Quality control flags or notes for the clinical report |
trialPrimaryPurpose |
TEXT |
Primary purpose of the clinical trial (e.g. Treatment, Prevention) |
title |
TEXT |
Title of the clinical report |
trialNumberOfArms |
INT |
Number of arms in the clinical trial |
trialOverallStatus |
TEXT |
Overall status of the clinical trial (e.g. Completed, Terminated) |
year |
INT |
Year the report was registered or published |
trialStopReasonCategories |
TEXT[] |
Categories describing reasons why the trial was stopped |
url |
TEXT |
URL linking to the source record |
trialStartDate |
DATE |
Start date of the clinical trial |
version |
TEXT |
Open Targets Platform release version (major.minor), e.g. 26.09. Added during ingest. |