Rhenium188QualityChecker

Rhenium-188

radiopharmaceuticals QC URS & FS input.csv output.json radiochemical purity radionuclidic purity endotoxins
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Utility description: Rhenium-188

Rhenium-188 Quality Checker — Radiopharmaceutical (Generator-based) (Ph. Eur., USP)

ℹ️  The utility checks W-188 breakthrough, RCP, free perrhenate, sterility.
ℹ️  Does not use machine learning — rule-based logic only.
⚠️  CRITICAL! W-188 breakthrough ≤0.005%. Free perrhenate ≤5%. Sterility mandatory!

Usage:
  Rhenium188QualityChecker.exe                            → demo mode
  Rhenium188QualityChecker.exe input.csv output.json      → evaluate data

Input format:
BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Tungsten_188_Breakthrough_ppm,Radiochemical_Purity_Percent,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Specific_Activity_MBq_mg,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected

Example:
RE188-LIP-2026-001,Lipiodol,99.99,0.001,98.0,1.0,0.5,1000.0,6.0,5.0,0,10.0,0,0,0,0,0

— WHY IS THIS NEEDED?
Rhenium-188 — beta/gamma-emitter, obtained from W-188/Re-188 generator:
• Tungsten-188 Breakthrough: Critical parameter. W-188 has a half-life of 69 days (vs 17 hours for Re-188). Even trace amounts of W-188 lead to significant additional patient dose in the long term. Limit is extremely strict (≤0.005% or <50 ppm).
• Radiochemical Purity: As with Re-186, it is important to control free perrhenate (thyroid) and hydrolyzed rhenium (liver).
• Short Half-life: Requires rapid QC and immediate administration.
• Application: Most commonly used as Lipiodol for liver cancer treatment (TACE) or colloids for synovectomy.
⚠️ CRITICAL:
• Radionuclidic Purity: ≥ 99.9%
• W-188 Breakthrough: ≤ 0.005% (Critical!)
• Radiochemical Purity: ≥ 95.0%
• Free Perrhenate: ≤ 5.0%
• Hydrolyzed Rhenium: ≤ 5.0%
• pH: 4.0–8.0
• Endotoxins: ≤ 17.5 EU/mL
• Sterility: No growth
• Appearance: Homogeneous emulsion/solution
⚠️ Note: Utility focuses on controlling parent nuclide (W-188) breakthrough, which is a specific issue for generator-produced radiopharmaceuticals. Deviation in W-188 content is grounds for batch rejection due to long-term radiotoxicity.

input.csv

BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Tungsten_188_Breakthrough_ppm,Radiochemical_Purity_Percent,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Specific_Activity_MBq_mg,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
RE188-LIP-2026-001,Lipiodol,99.99,0.001,98.0,1.0,0.5,1000.0,6.0,5.0,0,10.0,0,0,0,0,0

URS & FS — User Requirements and Functional Specification

1. Scope

This document defines requirements and functional behaviour for Rhenium188QualityChecker used to control: Rhenium-188. The utility is intended for QC use and applies deterministic rules, not machine learning.

2. Execution modes

  • Rhenium188QualityChecker.exe — demo mode or help output.
  • Rhenium188QualityChecker.exe input.csv output.json — process user data and write result.

3. Key source-derived controls

  • Rhenium-188 Quality Checker — Radiopharmaceutical (Generator-based) (Ph. Eur., USP)
  • ℹ️ The utility checks W-188 breakthrough, RCP, free perrhenate, sterility.
  • ⚠️ CRITICAL! W-188 breakthrough ≤0.005%. Free perrhenate ≤5%. Sterility mandatory!
  • BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Tungsten_188_Breakthrough_ppm,Radiochemical_Purity_Percent,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Specific_Activity_MBq_mg,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
  • • Tungsten-188 Breakthrough: Critical parameter. W-188 has a half-life of 69 days (vs 17 hours for Re-188). Even trace amounts of W-188 lead to significant additional patient dose in the long term. Limit is extremely strict (≤0.005% or <50 ppm).
  • • Radiochemical Purity: As with Re-186, it is important to control free perrhenate (thyroid) and hydrolyzed rhenium (liver).
  • ⚠️ CRITICAL:
  • • Radionuclidic Purity: ≥ 99.9%
  • • W-188 Breakthrough: ≤ 0.005% (Critical!)
  • • Radiochemical Purity: ≥ 95.0%
  • • Free Perrhenate: ≤ 5.0%
  • • Hydrolyzed Rhenium: ≤ 5.0%
  • • pH: 4.0–8.0
  • • Endotoxins: ≤ 17.5 EU/mL
  • • Sterility: No growth
  • ⚠️ Note: Utility focuses on controlling parent nuclide (W-188) breakthrough, which is a specific issue for generator-produced radiopharmaceuticals. Deviation in W-188 content is grounds for batch rejection due to long-term radiotoxicity.

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
1BatchNumberstringRE188-LIP-2026-001Batch or lot identifier.
2Formulation_TypestringLipiodolControlled input parameter from input.csv.
3Radionuclidic_Purity_Percentdecimal99.99Radionuclidic purity; critical radiation safety attribute.
4Tungsten_188_Breakthrough_ppmdecimal0.001Controlled impurity; used in PASS/WARNING/FAIL decision logic.
5Radiochemical_Purity_Percentdecimal98.0Radiochemical purity; verifies radionuclide binding and target chemical form.
6Free_Perrhenate_Percentdecimal1.0Free radionuclide/ion; critical due to non-target uptake and toxicity.
7Hydrolyzed_Reduced_Re_Percentdecimal0.5Controlled input parameter from input.csv.
8Specific_Activity_MBq_mgdecimal1000.0Activity of the radiopharmaceutical material or finished product.
9pH_Valuedecimal6.0Solution 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_mLdecimal10.0Bacterial 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,Formulation_Type,Radionuclidic_Purity_Percent,Tungsten_188_Breakthrough_ppm,Radiochemical_Purity_Percent,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Specific_Activity_MBq_mg,pH_Value,Ethanol_Content_Percent,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
RE188-LIP-2026-001,Lipiodol,99.99,0.001,98.0,1.0,0.5,1000.0,6.0,5.0,0,10.0,0,0,0,0,0

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 Rhenium-188, 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": "rhenium188-quality-checker",
  "api": "Rhenium-188",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "RE188-LIP-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Formulation_Type",
      "value": "Lipiodol",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Radionuclidic_Purity_Percent",
      "value": "99.99",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Tungsten_188_Breakthrough_ppm",
      "value": "0.001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Radiochemical_Purity_Percent",
      "value": "98.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Free_Perrhenate_Percent",
      "value": "1.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Hydrolyzed_Reduced_Re_Percent",
      "value": "0.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Specific_Activity_MBq_mg",
      "value": "1000.0",
      "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.

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