Scandium47QualityChecker

Scandium-47

radiopharmaceuticals QC URS & FS input.csv output.json dosimetry radiochemical purity radionuclidic purity
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Utility description: Scandium-47

Scandium-47 Quality Checker — Theranostic Radiopharmaceutical (Ph. Eur., USP)

ℹ️  The utility checks RCP, free scandium, long-lived impurities (Sc-46), sterility.
ℹ️  Does not use machine learning — rule-based logic only.
⚠️  CRITICAL! Free Sc ≤5%. Sc-46 impurities ≤0.1%. Sterility mandatory!

Usage:
  Scandium47QualityChecker.exe                            → demo mode
  Scandium47QualityChecker.exe input.csv output.json      → evaluate data

Input format:
BatchNumber,Radiopharmaceutical,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_nmol,Free_Scandium_Ion_Percent,Long_Lived_Impurities_Percent,Target_Metal_Residue_ppm,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected

Example:
SC47-DOTA-2026-001,Sc-47-DOTATATE,99.9,98.5,50.0,1.0,0.05,2.0,6.5,5.0,0,5.0,0,0,0,0,0

— WHY IS THIS NEEDED?
Scandium-47 — theranostic beta/gamma-emitter (T1/2 = 3.35 d):
• Radiochemical Purity: Free Sc³⁺ ion has high affinity for plasma proteins and accumulates in the liver. RCP must be ≥95%.
• Long-Lived Impurities: Sc-47 production may yield Sc-46 (T1/2 = 83 days). Its content must be minimal (<0.1%) to avoid unnecessary patient dose after main drug clearance.
• Specific Activity: Important for efficient receptor binding (peptides).
• Sterility and Endotoxins: Drug is administered intravenously. Requirements are strict.
⚠️ CRITICAL:
• Radionuclidic Purity: ≥ 99.0%
• Radiochemical Purity: ≥ 95.0%
• Free Scandium: ≤ 5.0%
• Long-Lived Impurities (Sc-46): ≤ 0.1%
• Specific Activity: ≥ 10 MBq/nmol
• pH: 4.5–7.5
• Endotoxins: ≤ 17.5 EU/mL
• Sterility: No growth
• Appearance: Clear, particle-free
⚠️ Note: Utility focuses on controlling specific Sc-47 production impurities (especially Sc-46) and free metal ions, which affect biodistribution and dosimetry.

input.csv

BatchNumber,Radiopharmaceutical,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_nmol,Free_Scandium_Ion_Percent,Long_Lived_Impurities_Percent,Target_Metal_Residue_ppm,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
SC47-DOTA-2026-001,Sc-47-DOTATATE,99.9,98.5,50.0,1.0,0.05,2.0,6.5,5.0,0,5.0,0,0,0,0,0

URS & FS — User Requirements and Functional Specification

1. Scope

This document defines requirements and functional behaviour for Scandium47QualityChecker used to control: Scandium-47. The utility is intended for QC use and applies deterministic rules, not machine learning.

2. Execution modes

  • Scandium47QualityChecker.exe — demo mode or help output.
  • Scandium47QualityChecker.exe input.csv output.json — process user data and write result.

3. Key source-derived controls

  • Scandium-47 Quality Checker — Theranostic Radiopharmaceutical (Ph. Eur., USP)
  • ℹ️ The utility checks RCP, free scandium, long-lived impurities (Sc-46), sterility.
  • ⚠️ CRITICAL! Free Sc ≤5%. Sc-46 impurities ≤0.1%. Sterility mandatory!
  • BatchNumber,Radiopharmaceutical,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_nmol,Free_Scandium_Ion_Percent,Long_Lived_Impurities_Percent,Target_Metal_Residue_ppm,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
  • • Radiochemical Purity: Free Sc³⁺ ion has high affinity for plasma proteins and accumulates in the liver. RCP must be ≥95%.
  • • Sterility and Endotoxins: Drug is administered intravenously. Requirements are strict.
  • ⚠️ CRITICAL:
  • • Radionuclidic Purity: ≥ 99.0%
  • • Radiochemical Purity: ≥ 95.0%
  • • Free Scandium: ≤ 5.0%
  • • Long-Lived Impurities (Sc-46): ≤ 0.1%
  • • Specific Activity: ≥ 10 MBq/nmol
  • • pH: 4.5–7.5
  • • Endotoxins: ≤ 17.5 EU/mL
  • • Sterility: No growth
  • ⚠️ Note: Utility focuses on controlling specific Sc-47 production impurities (especially Sc-46) and free metal ions, which affect biodistribution and dosimetry.

4. URS — user requirements

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept input.csv with the exact headers defined in the data contract.HighThe file is processed without manual header changes.
URS-002The utility shall validate mandatory fields, data types, ranges, units, and critical pharmaceutical/radiochemical limits.HighEach row receives PASS/WARNING/FAIL status.
URS-003The utility shall detect critical deviations related to radionuclidic/radiochemical purity, impurities, free radionuclide, pH, endotoxins and sterility where such fields are present.HighA critical deviation produces FAIL or an explicit critical finding.
URS-004The utility shall generate output.json with machine-readable results, source values, warnings and failures.HighJSON is suitable for LIMS/ELN/MES integration and QA/QC review.
URS-005The utility shall not use machine learning to decide conformance.MediumThe decision is based on explicit rules and thresholds.
URS-006The utility shall preserve traceability between batch number, input values, applied rules and final status.HighThe output contains batch identifier and checked parameters.
URS-007The documentation shall support IQ/OQ preparation and inspection discussion with FDA/EMA/Roszdravnadzor or local regulator.MediumURS/FS and test scenarios are supplied with the utility.

5. input.csv contract

#FieldTypeSamplePurpose
1BatchNumberstringSC47-DOTA-2026-001Batch or lot identifier.
2RadiopharmaceuticalstringSc-47-DOTATATEProduct/radiopharmaceutical type; affects control interpretation.
3Radionuclidic_Purity_Percentdecimal99.9Radionuclidic purity; critical radiation safety attribute.
4Radiochemical_Purity_Percentdecimal98.5Radiochemical purity; verifies radionuclide binding and target chemical form.
5Specific_Activity_MBq_nmoldecimal50.0Activity of the radiopharmaceutical material or finished product.
6Free_Scandium_Ion_Percentdecimal1.0Free radionuclide/ion; critical due to non-target uptake and toxicity.
7Long_Lived_Impurities_Percentdecimal0.05Controlled input parameter from input.csv.
8Target_Metal_Residue_ppmdecimal2.0Controlled input parameter from input.csv.
9pH_Valuedecimal6.5Solution pH; stability and administration compatibility parameter.
10Ethanol_Content_Percentdecimal5.0Controlled input parameter from input.csv.
11SterilityTestflag 0/10Sterility test result; 0 usually means no contamination.
12Bacterial_Endotoxins_EU_per_mLdecimal5.0Bacterial endotoxins; critical criterion for parenteral administration.
13Appearance_Scoredecimal0Visual appearance and visible defect assessment.
14Microbial_Count_TAMCdecimal0Microbiological attribute; positive result is a critical deviation.
15Microbial_Count_TYMCdecimal0Microbiological attribute; positive result is a critical deviation.
16EColi_Detectedflag 0/10Microbiological attribute; positive result is a critical deviation.
17Salmonella_Detectedflag 0/10Microbiological attribute; positive result is a critical deviation.
BatchNumber,Radiopharmaceutical,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_nmol,Free_Scandium_Ion_Percent,Long_Lived_Impurities_Percent,Target_Metal_Residue_ppm,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
SC47-DOTA-2026-001,Sc-47-DOTATATE,99.9,98.5,50.0,1.0,0.05,2.0,6.5,5.0,0,5.0,0,0,0,0,0

6. FS — functional specification

IDFunctionImplementation
FS-001CSV importRead input.csv in UTF-8/CSV-compatible format; validate header and expected columns.
FS-002Schema validationValidate mandatory fields and column count; report unknown or missing key fields.
FS-003Type conversionConvert numeric, flag and text values; record invalid format as row-level error.
FS-004Rule engineApply domain rules for Scandium-47, including critical limits from the utility description.
FS-005Status aggregationGenerate final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-006JSON exportWrite output.json with check details, source values, warnings and critical findings.
FS-007Audit supportKeep result structure suitable for review, deviation investigation and IQ/OQ preparation.

7. output.json example

{
  "utilityId": "scandium47-quality-checker",
  "api": "Scandium-47",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "SC47-DOTA-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Radiopharmaceutical",
      "value": "Sc-47-DOTATATE",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Radionuclidic_Purity_Percent",
      "value": "99.9",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Radiochemical_Purity_Percent",
      "value": "98.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Specific_Activity_MBq_nmol",
      "value": "50.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Free_Scandium_Ion_Percent",
      "value": "1.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Long_Lived_Impurities_Percent",
      "value": "0.05",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Target_Metal_Residue_ppm",
      "value": "2.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    }
  ],
  "criticalFindings": []
}

8. OQ/PQ test scenarios

IDScenarioExpected result
OQ-001Valid sample rowPASS or acceptable WARNING according to rules.
OQ-002Mandatory column is missingSchema error or FAIL.
OQ-003Non-numeric value in numeric fieldType conversion error.
OQ-004Critical parameter outside limitFAIL and critical finding.
PQ-001User real batch/lotApproved review result with input.csv and output.json retained.

9. QA/QC and change control

  • Do not rename columns without validator update.
  • Store input.csv, output.json, executable version and checksum.
  • Before production use perform IQ/OQ/PQ or equivalent CSV/CSA verification.
  • Critical radiopharmaceutical limits must be checked against the approved specification and local SOPs.

Included in packages

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RPH organ/system: oncology and theranostics

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RPH use case: generators, isotope purity and starting radionuclides

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