Fluorine18FESQualityChecker

Fluorine-18 FES

radiopharmaceuticals QC URS & FS input.csv output.json radiochemical purity radionuclidic purity PET
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Utility description: Fluorine-18 FES

Fluorine-18 FES Quality Checker — Fluorine-18 FES for PET Imaging of Estrogen Receptors

ℹ️  Utility checks critical parameters of [18F]Fluoroestradiol (FES):
    • Radionuclidic purity (≥99.9%)
    • Radiochemical purity (≥95%)
    • Free Fluoride-18 impurity (≤5.0%)
    • Precursor/Cold FES impurity (≤2.0%)
    • Specific activity (≥100 GBq/μmol) — CRITICAL!
    • Residual solvents (ethanol), pH, endotoxins, sterility

⚠️  CRITICAL: Specific activity <100 GBq/μmol → RECEPTOR SATURATION!
    Estrogen receptors have low capacity. Excess "cold" substance blocks binding of the radioactive tracer, rendering scanning useless.

Usage:
  Fluorine18FESQualityChecker.exe                            → demo mode (console output)
  Fluorine18FESQualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,RadionuclidicPurityPercent,RadiochemicalPurityPercent,FreeFluoridePercent,PrecursorImpurityPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ResidualEthanolPercent,SpecificActivityGBqPerUmol

Example (sterility: 0=sterile, 1=contaminated):
  F18-FES-2026-001,99.99,98.5,1.0,0.2,7.0,25.0,0,1,5.0,250.0

— WHY IS THIS NEEDED?
[18F]FES is used for non-invasive assessment of Estrogen Receptor (ER) expression in vivo:
• Main application: Breast Cancer (predicting response to hormonal therapy)
• Mechanism: Specific binding to intracellular estrogen receptors
• Advantage: Allows assessment of tumor heterogeneity and ER status in metastases where biopsy is difficult

⚠️  CRITICAL:
• Specific activity ≥100 GBq/μmol (often >200 GBq/μmol required) — this is the strictest parameter for FES. Even microgram amounts of cold estradiol can occupy a significant fraction of receptors.
• Radiochemical purity ≥95% — ensures specific binding
• Free Fluoride ≤5.0% — bone accumulation can interfere with bone metastasis assessment
• Residual Solvents (Ethanol) — controlled per ICH Q3C
• pH 4.5–8.5 — physiological range
• Endotoxins ≤175 EU/vial — safety standard
• Sterility — MANDATORY

Key features:
• Increased specific activity threshold (100 GBq/μmol vs 50 for other F-18 drugs)
• Specific control of free fluoride
• Residual solvent check

Critical parameters:
• Radionuclidic purity: ≥99.9%
• Radiochemical purity: ≥95.0%
• Free Fluoride-18: ≤5.0%
• Precursor/Cold drug: ≤2.0%
• Specific activity: ≥100.0 GBq/μmol (STRICT!)
• Ethanol: ≤10.0%
• pH: 4.5–8.5
• Endotoxins: ≤175 EU/vial
• Sterility: no microbial growth
• Heavy metals: ≤10 ppm

💡 Usage tips:
1. Specific activity determined by HPLC with UV detector (for mass) and radioactive detector (for activity). UV sensitivity must be high.
2. FES synthesis requires thorough purification from unreacted precursor and cold standard.
3. Free fluoride controlled by TLC.

⚠️ Note: FES is the gold standard for ER imaging. Error in specific activity control leads to false-negative results (apparent absence of receptors due to blockade by cold substance).

input.csv

BatchNumber,RadionuclidicPurityPercent,RadiochemicalPurityPercent,FreeFluoridePercent,PrecursorImpurityPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ResidualEthanolPercent,SpecificActivityGBqPerUmol
F18-FES-2026-001,99.99,98.5,1.0,0.2,7.0,25.0,0,1,5.0,250.0
F18-FES-2026-002,99.95,94.0,6.5,1.0,6.8,100.0,0,5,8.0,80.0
F18-FES-2026-003,99.98,99.0,0.5,0.1,7.2,10.0,0,1,2.0,350.0

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of Fluorine18FESQualityChecker for Fluorine-18 FES.

Domain limits and critical parameters

Key fragments from the source description are shown below. Before production use, limits must be verified against the approved specification, registration dossier and local SOPs.
  • ℹ️ Utility checks critical parameters of [18F]Fluoroestradiol (FES):
  • • Radionuclidic purity (≥99.9%)
  • • Radiochemical purity (≥95%)
  • • Free Fluoride-18 impurity (≤5.0%)
  • • Precursor/Cold FES impurity (≤2.0%)
  • • Specific activity (≥100 GBq/μmol) — CRITICAL!
  • • Residual solvents (ethanol), pH, endotoxins, sterility
  • ⚠️ CRITICAL: Specific activity <100 GBq/μmol → RECEPTOR SATURATION!
  • BatchNumber,RadionuclidicPurityPercent,RadiochemicalPurityPercent,FreeFluoridePercent,PrecursorImpurityPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ResidualEthanolPercent,SpecificActivityGBqPerUmol
  • Example (sterility: 0=sterile, 1=contaminated):
  • ⚠️ CRITICAL:
  • • Specific activity ≥100 GBq/μmol (often >200 GBq/μmol required) — this is the strictest parameter for FES. Even microgram amounts of cold estradiol can occupy a significant fraction of receptors.
  • • Radiochemical purity ≥95% — ensures specific binding
  • • Free Fluoride ≤5.0% — bone accumulation can interfere with bone metastasis assessment

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept an input.csv file with the exact headers defined in the data contract.HighThe file is processed without manual header editing.
URS-002The utility shall perform deterministic QC evaluation for Fluorine-18 FES using input values, approved limits and domain rules.HighEach input row receives a PASS / WARNING / FAIL status.
URS-003The utility shall validate mandatory fields, data types, numeric ranges, units and pharmaceutical/radiochemical plausibility.HighSchema and conversion errors are explicitly reported.
URS-004The utility shall identify critical deviations related to radionuclidic purity, radiochemical purity, free radionuclide, impurities, pH, endotoxins and sterility when such fields are present.HighA critical deviation causes FAIL or a separate critical finding.
URS-005The 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-006The utility shall not use machine learning to decide conformance.MediumThe result is based on explicit rules, thresholds and input values.
URS-007The utility shall preserve traceability between batch number, input values, applied rules and final status.HighThe output contains the batch identifier and the list of checked parameters.
URS-008The documentation shall support IQ/OQ preparation and inspection discussion with FDA/EMA/Roszdravnadzor or local regulators.MediumURS & FS, input.csv/output.json contract and test scenarios are supplied with the utility.

input.csv contract

#FieldTypeSamplePurpose
1BatchNumberstringF18-FES-2026-001Batch or lot identifier used for traceability.
2RadionuclidicPurityPercentstring99.99Radionuclidic purity; a critical radiation-safety and impurity parameter.
3RadiochemicalPurityPercentstring98.5Radiochemical purity; confirms the labelled chemical form and binding quality.
4FreeFluoridePercentstring1.0Free radionuclide / unbound species; important for non-target uptake and toxicity.
5PrecursorImpurityPercentstring0.2Controlled impurity or residual material.
6pHdecimal7.0Solution pH; relevant for stability, compatibility and administration.
7EndotoxinsEUdecimal25.0Bacterial endotoxins; critical for parenteral administration.
8SterilityTestflag / boolean0Sterility result; critical release parameter.
9HeavyMetalsPPMdecimal1Elemental impurity / metal residue parameter.
10ResidualEthanolPercentstring5.0Controlled input parameter used by the deterministic QC rules.
11SpecificActivityGBqPerUmoldecimal250.0Radioactivity value used for release, decay or dose-related assessment.
BatchNumber,RadionuclidicPurityPercent,RadiochemicalPurityPercent,FreeFluoridePercent,PrecursorImpurityPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ResidualEthanolPercent,SpecificActivityGBqPerUmol
F18-FES-2026-001,99.99,98.5,1.0,0.2,7.0,25.0,0,1,5.0,250.0
F18-FES-2026-002,99.95,94.0,6.5,1.0,6.8,100.0,0,5,8.0,80.0
F18-FES-2026-003,99.98,99.0,0.5,0.1,7.2,10.0,0,1,2.0,350.0

FS — Functional Specification

IDFunctionImplementation
FS-001CSV importRead input.csv in UTF-8/CSV-compatible format and validate the header and expected columns.
FS-002Schema validationCheck mandatory fields and column count; report unknown or missing key fields.
FS-003Type conversionConvert numeric, flag and text values; invalid formats are recorded as row-level errors.
FS-004Domain rule engineApply domain rules for Fluorine-18 FES, including critical limits from the utility description and approved specification.
FS-005Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-006JSON exportWrite output.json with detailed checks, source values, warnings, failures and critical findings.
FS-007Audit supportKeep the result structure suitable for review, deviation investigation, calculation reproduction and IQ/OQ preparation.
FS-008Integration contractSupport the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, the portal displays description and documentation.

Example output.json

{
  "utilityId": "fluorine18-fes-quality-checker",
  "api": "Fluorine-18 FES",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "F18-FES-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadionuclidicPurityPercent",
      "value": "99.99",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadiochemicalPurityPercent",
      "value": "98.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "FreeFluoridePercent",
      "value": "1.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "PrecursorImpurityPercent",
      "value": "0.2",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "pH",
      "value": "7.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "EndotoxinsEU",
      "value": "25.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "SterilityTest",
      "value": "0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    }
  ],
  "criticalFindings": []
}

OQ/PQ test scenarios

IDScenarioExpected result
OQ-001Valid sample rowPASS or acceptable WARNING according to the rules.
OQ-002Mandatory column 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/lotReviewed result with input.csv and output.json retained.

QA/QC and change control

  • Do not rename columns without updating the validator and test set.
  • Retain 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 verified against the approved specification and local SOPs.

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