# adtr_onco adtr_onco # Tumor Results Analysis for Oncology Structure: `One or more records per subject per analysis parameter per analysis timepoint` ``` python from pharmadata import pharmaverseadam meta = pharmaverseadam.meta('adtr_onco') print(f"Rows: {meta.number_rows:,} Columns: {meta.number_columns}") ``` Rows: 181 Columns: 99 ## Variables Show variable specs shape: (99, 5) | variable | label | type | mandatory | role | |----|----|----|----|----| | str | str | str | str | str | | "STUDYID" | "Study Identifier" | "String" | "Yes" | "Identifier Variables for BDS Datasets" | | "USUBJID" | "Unique Subject Identifier" | "String" | "Yes" | "Identifier Variables for BDS Datasets" | | "SUBJID" | "Subject Identifier for the Study" | "String" | "No" | "Identifier Variables for BDS Datasets" | | "SITEID" | "Study Site Identifier" | "String" | "No" | "Identifier Variables for BDS Datasets" | | "COUNTRY" | "Country" | "String" | "No" | null | | "DOMAIN" | "Domain Abbreviation" | "String" | "No" | null | | "RFSTDTC" | "Subject Reference Start Date/Time" | "String" | "No" | null | | "RFENDTC" | "Subject Reference End Date/Time" | "String" | "No" | null | | "RFXSTDTC" | "Date/Time of First Study Treatment" | "String" | "No" | null | | "RFXENDTC" | "Date/Time of Last Study Treatment" | "String" | "No" | null | | "RFPENDTC" | "Date/Time of End of Participation" | "String" | "No" | null | | "SCRFDT" | "Screen Failure Date" | "Date" | "No" | null | | "FRVDT" | "Final Retrieval Visit Date" | "Date" | "No" | null | | "DTHDTC" | "Date/Time of Death" | "String" | "No" | null | | "DTHADY" | "Relative Day of Death" | "Float64" | "No" | null | | "DTHFL" | "Subject Death Flag" | "String" | "No" | null | | "LDDTHELD" | "Elapsed Days from Last Dose to Death" | "Float64" | "No" | null | | "LDDTHGR1" | "Last Dose to Death - Days Elapsed Grp 1" | "String" | "No" | null | | "DTH30FL" | "Death Within 30 Days of Last Trt Flag" | "String" | "No" | null | | "DTHA30FL" | "Death After 30 Days from Last Trt Flag" | "String" | "No" | null | | "DTHDOM" | "Domain for Date of Death Collection" | "String" | "No" | null | | "DTHB30FL" | "Death Within 30 Days of First Trt Flag" | "String" | "No" | null | | "ASEQ" | "Analysis Sequence Number" | "Int32" | "No" | "Identifier Variables for BDS Datasets" | | "REGION1" | "Geographic Region 1" | "String" | "No" | null | | "DMDTC" | "Date/Time of Collection" | "String" | "No" | null | | "DMDY" | "Study Day of Collection" | "Float64" | "No" | null | | "AGE" | "Age" | "Float64" | "No" | "ADSL Subject Demographics Variables" | | "AGEU" | "Age Units" | "String" | "No" | "ADSL Subject Demographics Variables" | | "AGEGR1" | "Pooled Age Group 1" | "String" | "No" | null | | "SEX" | "Sex" | "String" | "No" | "ADSL Subject Demographics Variables" | | "RACE" | "Race" | "String" | "No" | "ADSL Subject Demographics Variables" | | "RACEGR1" | "Pooled Race Group 1" | "String" | "No" | null | | "ETHNIC" | "Ethnicity" | "String" | "No" | null | | "SAFFL" | "Safety Population Flag" | "String" | "No" | "ADSL Population Indicator Variables" | | "PDFL" | "Pharmacodynamic Analysis Set Flag" | "String" | "No" | null | | "ARM" | "Description of Planned Arm" | "String" | "No" | "ADSL Treatment Variables" | | "ARMCD" | "Planned Arm Code" | "String" | "No" | null | | "ACTARM" | "Description of Actual Arm" | "String" | "No" | "ADSL Treatment Variables" | | "ACTARMCD" | "Actual Arm Code" | "String" | "No" | null | | "TRT01P" | "Planned Treatment for Period 01" | "String" | "No" | null | | "TRT01A" | "Actual Treatment for Period 01" | "String" | "No" | null | | "TRTSDT" | "Date of First Exposure to Treatment" | "Date" | "No" | "ADSL Treatment Timing Variables" | | "TRTSDTM" | "Datetime of First Exposure to Treatment" | "Datetime" | "No" | "ADSL Treatment Timing Variables" | | "TRTSTMF" | "Time of First Exposure Imput. Flag" | "String" | "No" | "ADSL Treatment Timing Variables" | | "TRTEDT" | "Date of Last Exposure to Treatment" | "Date" | "No" | "ADSL Treatment Timing Variables" | | "TRTEDTM" | "Datetime of Last Exposure to Treatment" | "Datetime" | "No" | "ADSL Treatment Timing Variables" | | "TRTETMF" | "Time of Last Exposure Imput. Flag" | "String" | "No" | "ADSL Treatment Timing Variables" | | "EOSSTT" | "End of Study Status" | "String" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "EOSDT" | "End of Study Date" | "Date" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "RFICDTC" | "Date/Time of Informed Consent" | "String" | "No" | null | | "RANDDT" | "Date of Randomization" | "Date" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "LSTALVDT" | "Date Last Known Alive" | "Date" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "TRTDURD" | "Total Treatment Duration (Days)" | "Float64" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "DTHDT" | "Date of Death" | "Date" | "No" | "ADSL Subject-Level Trial Experience Variables" | | "DTHCAUS" | "Cause of Death" | "String" | "No" | null | | "DTHCGR1" | "Cause of Death Reason 1" | "String" | "No" | null | | "ADT" | "Analysis Date" | "Date" | "No" | "Timing Variables for BDS Datasets" | | "ADY" | "Analysis Relative Day" | "Float64" | "No" | "Timing Variables for BDS Datasets" | | "ADTF" | "Analysis Date Imputation Flag" | "String" | "No" | "Timing Variables for BDS Datasets" | | "AVISIT" | "Analysis Visit" | "String" | "No" | "Timing Variables for BDS Datasets" | | "AVISITN" | "Analysis Visit (N)" | "Float64" | "No" | "Timing Variables for BDS Datasets" | | "PARAM" | "Parameter" | "String" | "Yes" | "Analysis Parameter Variables for BDS Datasets" | | "PARAMCD" | "Parameter Code" | "String" | "Yes" | "Analysis Parameter Variables for BDS Datasets" | | "PARCAT1" | "Parameter Category 1" | "String" | "No" | null | | "PARCAT2" | "Parameter Category 2" | "String" | "No" | null | | "PARCAT3" | "Parameter Category 3" | "String" | "No" | null | | "AVAL" | "Analysis Value" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" | | "BASE" | "Baseline Value" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" | | "CHG" | "Change from Baseline" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" | | "PCHG" | "Percent Change from Baseline" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" | | "NADIR" | "NADIR" | "Float64" | "No" | null | | "CHGNAD" | "Change from NADIR" | "Float64" | "No" | null | | "PCHGNAD" | "Percent Change from NADIR" | "Float64" | "No" | null | | "ABLFL" | "Baseline Record Flag" | "String" | "No" | "Flag Variables for BDS Datasets" | | "ANL01FL" | "Analysis Flag 01" | "String" | "No" | null | | "ANL02FL" | "Analysis Flag 02" | "String" | "No" | null | | "ANL03FL" | "Analysis Flag 03" | "String" | "No" | null | | "ANL04FL" | "Analysis Flag 04" | "String" | "No" | null | | "TRSEQ" | "Sequence Number" | "Int32" | "No" | null | | "TRGRPID" | "Group ID" | "String" | "No" | null | | "TRLNKID" | "Link ID" | "String" | "No" | null | | "TRTESTCD" | "Tumor/Lesion Assessment Short Name" | "String" | "No" | null | | "TRTEST" | "Tumor/Lesion Assessment Test Name" | "String" | "No" | null | | "TRORRES" | "Result or Finding in Original Units" | "String" | "No" | null | | "TRORRESU" | "Original Units" | "String" | "No" | null | | "TRSTRESC" | "Character Result/Finding in Std Format" | "String" | "No" | null | | "TRSTRESN" | "Numeric Result/Finding in Standard Units" | "Float64" | "No" | null | | "TRSTRESU" | "Standard Units" | "String" | "No" | null | | "TREVAL" | "Evaluator" | "String" | "No" | null | | "TREVALID" | "Evaluator Identifier" | "String" | "No" | null | | "TRACPTFL" | "Accepted Record Flag" | "String" | "No" | null | | "VISITNUM" | "Visit Number" | "Float64" | "No" | null | | "VISIT" | "Visit Name" | "String" | "No" | null | | "TRDTC" | "Date/Time of Tumor/Lesion Measurement" | "String" | "No" | null | | "TULOC" | "Location of the Tumor/Lesion" | "String" | "No" | null | | "TULOCGR1" | "Tumor Site Group 1" | "String" | "No" | null | | "LSEXP" | "Lesion IDs Expected" | "String" | "No" | null | | "LSASS" | "Lesion IDs Assessed" | "String" | "No" | null | | "DTHDTF" | "Date of Death Imputation Flag" | "String" | null | null | ## Examples ``` python from great_docs import tbl_explorer from pharmadata import pharmaverseadam tbl_explorer(pharmaverseadam.adtr_onco.head(10)) ```
PolarsRows10Columns99
STUDYID str
USUBJID str
SUBJID str
SITEID str
COUNTRY str
DOMAIN str
RFSTDTC str
RFENDTC str
RFXSTDTC str
RFXENDTC str
RFPENDTC str
SCRFDT date
FRVDT date
DTHDTC str
DTHADY f64
DTHFL str
LDDTHELD f64
LDDTHGR1 str
DTH30FL str
DTHA30FL str
DTHDOM str
DTHB30FL str
ASEQ i32
REGION1 str
DMDTC str
DMDY f64
AGE f64
AGEU str
AGEGR1 str
SEX str
RACE str
RACEGR1 str
ETHNIC str
SAFFL str
PDFL str
ARM str
ARMCD str
ACTARM str
ACTARMCD str
TRT01P str
TRT01A str
TRTSDT date
TRTSDTM dtime
TRTSTMF str
TRTEDT date
TRTEDTM dtime
TRTETMF str
EOSSTT str
EOSDT date
RFICDTC str
RANDDT date
LSTALVDT date
TRTDURD f64
DTHDT date
DTHCAUS str
DTHCGR1 str
ADT date
ADY f64
ADTF str
AVISIT str
AVISITN f64
PARAM str
PARAMCD str
PARCAT1 str
PARCAT2 str
PARCAT3 str
AVAL f64
BASE f64
CHG f64
PCHG f64
NADIR f64
CHGNAD f64
PCHGNAD f64
ABLFL str
ANL01FL str
ANL02FL str
ANL03FL str
ANL04FL str
TRSEQ i32
TRGRPID str
TRLNKID str
TRTESTCD str
TRTEST str
TRORRES str
TRORRESU str
TRSTRESC str
TRSTRESN f64
TRSTRESU str
TREVAL str
TREVALID str
TRACPTFL str
VISITNUM f64
VISIT str
TRDTC str
TULOC str
TULOCGR1 str
LSEXP str
LSASS str
DTHDTF str
0 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 1 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-02 1 None BASELINE 0 Target Lesion 1 Analysis Diameter LDIAM1 Target Lesion(s) Investigator RECIST 1.1 21 None None None None None None None Y None None None 17 TARGET T01 LDIAM Longest Diameter 21 mm 21 21 mm INVESTIGATOR None None 1 SCREENING 2014-01-02 ADRENAL GLAND NON-NODAL T01 T01 None
1 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 2 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-23 22 None WEEK 3 2 Target Lesion 1 Analysis Diameter LDIAM1 Target Lesion(s) Investigator RECIST 1.1 20 None None None None None None None Y None None None 41 TARGET T01 LDIAM Longest Diameter 20 mm 20 20 mm INVESTIGATOR None None 2 WEEK 3 2014-01-23 ADRENAL GLAND NON-NODAL T01 T01 None
2 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 3 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-02-01 31 D WEEK 6 3 Target Lesion 1 Analysis Diameter LDIAM1 Target Lesion(s) Investigator RECIST 1.1 20 None None None None None None None Y None None None 57 TARGET T01 LDIAM Longest Diameter 20 mm 20 20 mm INVESTIGATOR None None 3 WEEK 6 2014-02 ADRENAL GLAND NON-NODAL T01 T01 None
3 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 4 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-03-06 64 None WEEK 9 4 Target Lesion 1 Analysis Diameter LDIAM1 Target Lesion(s) Investigator RECIST 1.1 0 None None None None None None None Y None None None 77 TARGET T01 LDIAM Longest Diameter 0 mm 0 0 mm INVESTIGATOR None None 4 WEEK 9 2014-03-06 ADRENAL GLAND NON-NODAL T01 T01 None
4 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 5 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-02 1 None BASELINE 0 Target Lesion 2 Analysis Diameter LDIAM2 Target Lesion(s) Investigator RECIST 1.1 33.28 None None None None None None None Y None None None 22 TARGET T02 LDIAM Longest Diameter 33.28 mm 33.28 33.28 mm INVESTIGATOR None None 1 SCREENING 2014-01-02 LYMPH NODE NODAL T02 T02 None
5 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 6 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-23 22 None WEEK 3 2 Target Lesion 2 Analysis Diameter LDIAM2 Target Lesion(s) Investigator RECIST 1.1 35.7 None None None None None None None Y None None None 46 TARGET T02 LDIAM Longest Diameter 35.7 mm 35.7 35.7 mm INVESTIGATOR None None 2 WEEK 3 2014-01-23 LYMPH NODE NODAL T02 T02 None
6 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 7 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-03-06 64 None WEEK 9 4 Target Lesion 2 Analysis Diameter LDIAM2 Target Lesion(s) Investigator RECIST 1.1 7.49 None None None None None None None Y None None None 82 TARGET T02 LDIAM Longest Diameter 7.49 mm 7.49 7.49 mm INVESTIGATOR None None 4 WEEK 9 2014-03-06 LYMPH NODE NODAL T02 T02 None
7 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 8 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-02 1 None BASELINE 0 Target Lesion 3 Analysis Diameter LDIAM3 Target Lesion(s) Investigator RECIST 1.1 24 None None None None None None None Y None None None 19 TARGET T03 LDIAM Longest Diameter 24 mm 24 24 mm INVESTIGATOR None None 1 SCREENING 2014-01-02 BODY NON-NODAL T03 T03 None
8 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 9 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-01-23 22 None WEEK 3 2 Target Lesion 3 Analysis Diameter LDIAM3 Target Lesion(s) Investigator RECIST 1.1 24 None None None None None None None Y None None None 43 TARGET T03 LDIAM Longest Diameter 24 mm 24 24 mm INVESTIGATOR None None 2 WEEK 3 2014-01-23 BODY NON-NODAL T03 T03 None
9 CDISCPILOT01 01-701-1015 1015 701 USA TR 2014-01-02 2014-07-02 2014-01-02 2014-07-02 2014-07-02T11:45 None None None None None None None None None None None 10 NA 2013-12-26 -7 63 YEARS 18-64 F WHITE White HISPANIC OR LATINO Y None Placebo Pbo Placebo Pbo Placebo Placebo 2014-01-02 2014-01-02 00:00:00+00:00 H 2014-07-02 2014-07-02 23:59:59+00:00 H COMPLETED 2014-07-02 None 2014-01-02 2014-07-02 182 None None None 2014-03-06 64 None WEEK 9 4 Target Lesion 3 Analysis Diameter LDIAM3 Target Lesion(s) Investigator RECIST 1.1 0 None None None None None None None Y None None None 79 TARGET T03 LDIAM Longest Diameter 0 mm 0 0 mm INVESTIGATOR None None 4 WEEK 9 2014-03-06 BODY NON-NODAL T03 T03 None