Rhenium186QualityChecker

Rhenium-186

radiopharmaceuticals QC URS & FS input.csv output.json dosimetry radiochemical purity radionuclidic purity
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Utility description: Rhenium-186

Rhenium-186 Quality Checker — Radiopharmaceutical (Therapy) (Ph. Eur., USP)

ℹ️  The utility checks RCP, free perrhenate, hydrolyzed rhenium, particle size (colloids), sterility.
ℹ️  Does not use machine learning — rule-based logic only.
⚠️  CRITICAL! Free perrhenate ≤5%. Hydrolyzed Re ≤5%. Sterility mandatory!

Usage:
  Rhenium186QualityChecker.exe                            → demo mode
  Rhenium186QualityChecker.exe input.csv output.json      → evaluate data

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

Example:
RE186-COL-2026-001,Colloid,99.9,98.5,500.0,0.8,0.5,400.0,6.5,0,5.0,0,0,0,0,0

— WHY IS THIS NEEDED?
Rhenium-186 — beta/gamma-emitter for therapy (synovectomy, bone pain):
• Radiochemical Purity: Critical to distinguish three forms:
  1. Bound drug (target form).
  2. Free perrhenate ($^{186}\text{ReO}_4^-$): Accumulates in thyroid, stomach, and salivary glands. Limit ≤5%.
  3. Hydrolyzed reduced rhenium ($\text{ReO}_2$): Colloidal particles accumulating in liver and spleen. Limit ≤5%.
• Particle Size: For colloids (synovectomy), size must be 100–1000 nm for joint retention.
• Half-life: 3.72 days, convenient for logistics.
• Sterility and Endotoxins: Drug is administered intra-articularly or intravenously. Requirements are strict.
⚠️ CRITICAL:
• Radionuclidic Purity: ≥ 99.0%
• Radiochemical Purity: ≥ 95.0%
• Free Perrhenate: ≤ 5.0%
• Hydrolyzed Rhenium: ≤ 5.0%
• Particle Size (Colloid): 100–1000 nm
• pH: 4.0–8.0
• Endotoxins: ≤ 17.5 EU/mL
• Sterility: No growth
• Appearance: Homogeneous, no precipitate
⚠️ Note: Utility focuses on specific rhenium impurities (perrhenate and hydroxide/oxide) which have completely different biodistribution than the target drug, leading to incorrect dosimetry and toxicity.

input.csv

BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_mg,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Particle_Size_Mean_nm,pH_Value,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
RE186-COL-2026-001,Colloid,99.9,98.5,500.0,0.8,0.5,400.0,6.5,0,5.0,0,0,0,0,0
RE186-HEDP-2026-001,Complex,99.9,97.0,200.0,2.0,1.0,0.0,7.0,0,10.0,0,0,0,0,0

URS & FS — User Requirements and Functional Specification

1. Scope

This document defines requirements and functional behaviour for Rhenium186QualityChecker used to control: Rhenium-186. The utility is intended for QC use and applies deterministic rules, not machine learning.

2. Execution modes

  • Rhenium186QualityChecker.exe — demo mode or help output.
  • Rhenium186QualityChecker.exe input.csv output.json — process user data and write result.

3. Key source-derived controls

  • Rhenium-186 Quality Checker — Radiopharmaceutical (Therapy) (Ph. Eur., USP)
  • ℹ️ The utility checks RCP, free perrhenate, hydrolyzed rhenium, particle size (colloids), sterility.
  • ⚠️ CRITICAL! Free perrhenate ≤5%. Hydrolyzed Re ≤5%. Sterility mandatory!
  • BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_mg,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Particle_Size_Mean_nm,pH_Value,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
  • • Radiochemical Purity: Critical to distinguish three forms:
  • 2. Free perrhenate ($^{186}\text{ReO}_4^-$): Accumulates in thyroid, stomach, and salivary glands. Limit ≤5%.
  • 3. Hydrolyzed reduced rhenium ($\text{ReO}_2$): Colloidal particles accumulating in liver and spleen. Limit ≤5%.
  • • Sterility and Endotoxins: Drug is administered intra-articularly or intravenously. Requirements are strict.
  • ⚠️ CRITICAL:
  • • Radionuclidic Purity: ≥ 99.0%
  • • 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 specific rhenium impurities (perrhenate and hydroxide/oxide) which have completely different biodistribution than the target drug, leading to incorrect dosimetry and toxicity.

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
1BatchNumberstringRE186-COL-2026-001Batch or lot identifier.
2Formulation_TypestringColloidControlled input parameter from input.csv.
3Radionuclidic_Purity_Percentdecimal99.9Radionuclidic purity; critical radiation safety attribute.
4Radiochemical_Purity_Percentdecimal98.5Radiochemical purity; verifies radionuclide binding and target chemical form.
5Specific_Activity_MBq_mgdecimal500.0Activity of the radiopharmaceutical material or finished product.
6Free_Perrhenate_Percentdecimal0.8Free radionuclide/ion; critical due to non-target uptake and toxicity.
7Hydrolyzed_Reduced_Re_Percentdecimal0.5Controlled input parameter from input.csv.
8Particle_Size_Mean_nmdecimal400.0Controlled input parameter from input.csv.
9pH_Valuedecimal6.5Solution pH; stability and administration compatibility parameter.
10SterilityTestflag 0/10Sterility test result; 0 usually means no contamination.
11Bacterial_Endotoxins_EU_per_mLdecimal5.0Bacterial endotoxins; critical criterion for parenteral administration.
12Appearance_Scoredecimal0Visual appearance and visible defect assessment.
13Microbial_Count_TAMCdecimal0Microbiological attribute; positive result is a critical deviation.
14Microbial_Count_TYMCdecimal0Microbiological attribute; positive result is a critical deviation.
15EColi_Detectedflag 0/10Microbiological attribute; positive result is a critical deviation.
16Salmonella_Detectedflag 0/10Microbiological attribute; positive result is a critical deviation.
BatchNumber,Formulation_Type,Radionuclidic_Purity_Percent,Radiochemical_Purity_Percent,Specific_Activity_MBq_mg,Free_Perrhenate_Percent,Hydrolyzed_Reduced_Re_Percent,Particle_Size_Mean_nm,pH_Value,SterilityTest,Bacterial_Endotoxins_EU_per_mL,Appearance_Score,Microbial_Count_TAMC,Microbial_Count_TYMC,EColi_Detected,Salmonella_Detected
RE186-COL-2026-001,Colloid,99.9,98.5,500.0,0.8,0.5,400.0,6.5,0,5.0,0,0,0,0,0
RE186-HEDP-2026-001,Complex,99.9,97.0,200.0,2.0,1.0,0.0,7.0,0,10.0,0,0,0,0,0

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-186, 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": "rhenium186-quality-checker",
  "api": "Rhenium-186",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "RE186-COL-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Formulation_Type",
      "value": "Colloid",
      "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_mg",
      "value": "500.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Free_Perrhenate_Percent",
      "value": "0.8",
      "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": "Particle_Size_Mean_nm",
      "value": "400.0",
      "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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