Fluorine18FDGQualityChecker

Fluorine18 FDG

decay correction endotoxins heavy metals medical gases microbiology PET radionuclide purity radiopharma
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Fluorine-18 FDG Quality Checker — ¹⁸F-FDG (fluorodeoxyglucose) for PET diagnostics (Ph. Eur. 2.14.5, USP <823>, ICH Q3C)

ℹ️  The utility checks specific activity, radiochemical purity, residual solvents (ethanol, acetonitrile), aluminium, pH, endotoxins, sterility, heavy metals.
ℹ️  Does not use machine learning — rule-based logic only.
⚠️  CRITICAL: Acetonitrile ≤410 ppm (ICH Q3C Class 2) — neurotoxic upon IV administration! Aluminium <10 ppm — blood coagulation risk! Sterility and endotoxins — mandatory for parenteral forms!

Usage:
  Fluorine18FDGQualityChecker.exe                            → demo mode (console output)
  Fluorine18FDGQualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,SpecificActivityGBqPerUmol,RadiochemicalPurityPercent,ResidualEthanolPPM,ResidualAcetonitrilePPM,AluminiumPPM,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM

Example (sterility: 0=sterile, 1=contaminated):
F18-FDG-2026-001,50.0,98.0,2000,300,5.0,6.5,100.0,0,5

— WHY IS THIS NEEDED?
Fluorodeoxyglucose (¹⁸F-FDG) — most widely used PET radiopharmaceutical for oncological diagnostics:
• Used in >90% of all PET studies (oncology, cardiology, neurology)
• 110-minute half-life — requires rapid quality control
• Intravenous administration with accumulation in high-glycolysis tissues (tumors)
⚠️ CRITICAL:
• Specific activity ≥37 GBq/μmol — ensures sufficient dose for quality imaging with minimal glucose mass
• Radiochemical purity ≥95.0% — guarantees radiation delivery specifically to tumor cells, not other organs
• Acetonitrile ≤410 ppm — CRITICAL! Acetonitrile (synthesis solvent) — neurotoxic upon IV administration. Limit set by ICH Q3C Class 2.
• Aluminium <10 ppm — CRITICAL! Aluminium originates from purification column (aluminium oxide). Concentrations ≥10 ppm cause blood coagulation when mixed with product!
• pH 5.0–7.5 — critical for blood compatibility during intravenous administration
• Endotoxins ≤175 EU/vial — critical for intravenous administration! Exceeding causes pyrogenic reactions
• Sterility — MANDATORY for all parenteral forms! Contamination = unfit for use
⚠️ Special attention: Acetonitrile and aluminium — TWO CRITICAL PARAMETERS for FDG! Acetonitrile controlled by GC (gas chromatography). Aluminium — by atomic emission spectroscopy (ICP-OES) or colorimetry with aurintricarboxylic acid. Both parameters must be tested in EVERY batch due to patient risk. Endotoxins tested by LAL method. Sterility — membrane filtration method (USP <71>).
Critical parameters:
• Specific activity: ≥37 GBq/μmol
• Radiochemical purity: ≥95.0%
• Residual ethanol: ≤5000 ppm (ICH Q3C Class 3)
• Residual acetonitrile: ≤410 ppm (ICH Q3C Class 2 — NEUROTOXIC!)
• Aluminium: <10 ppm (BLOOD COAGULATION RISK!)
• pH: 5.0–7.5 (blood compatibility)
• Endotoxins: ≤175 EU/vial (LAL test)
• Sterility: no microbial growth
• Heavy metals: ≤10 ppm
⚠️ Note: Utility is designed for quality control of FINISHED INJECTABLE SOLUTION. All parameters comply with parenteral form requirements for PET diagnostics. Due to short half-life (110 min), quality control must be completed within 30–45 minutes after synthesis. Utility speeds up result processing 5-10x.

input.csv

BatchNumber,SpecificActivityGBqPerUmol,RadiochemicalPurityPercent,ResidualEthanolPPM,ResidualAcetonitrilePPM,AluminiumPPM,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM
F18-FDG-2026-001,50.0,98.0,2000,300,5.0,6.5,100.0,0,5

URS & FS — user requirements and functional specification

This document defines user requirements and functional specification for the quality-control utility. It supports deployment discussion, IQ/OQ preparation and QC workflow integration.

Utility: Fluorine18FDGQualityCheckerAPI / object: Fluorine18 FDGCategory: Radiopharmaceuticals

1. Scope

The Fluorine18 FDG Quality Checker utility is used for Fluorine18 FDG. The actual input.csv is the source of truth for the input structure; control criteria are defined by the executable and the domain description.

The utility does not use machine learning; decisions are produced by deterministic rules.

Categories: Radiopharmaceuticals

Tags: decay correction, endotoxins, heavy metals, medical gases, microbiology, PET, radionuclide purity, radiopharma, residual solvents, SPECT, sterility

2. Execution modes

Fluorine18FDGQualityChecker.exe                            → demo mode (console output)
Fluorine18FDGQualityChecker.exe input.csv output.json      → evaluate your data

3. Key controlled areas

  • purity and impurities
  • residual solvents
  • microbiology and pathogens
  • heavy metals / elemental impurities
  • pH and physicochemical parameters
  • activity, decay and radiochemical purity

4. Domain limits and critical parameters

  • ⚠️ CRITICAL: Acetonitrile ≤410 ppm (ICH Q3C Class 2) — neurotoxic upon IV administration! Aluminium <10 ppm — blood coagulation risk! Sterility and endotoxins — mandatory for parenteral forms!
  • Used in >90% of all PET studies (oncology, cardiology, neurology)
  • ⚠️ CRITICAL:
  • Specific activity ≥37 GBq/μmol — ensures sufficient dose for quality imaging with minimal glucose mass
  • Radiochemical purity ≥95.0% — guarantees radiation delivery specifically to tumor cells, not other organs
  • Acetonitrile ≤410 ppm — CRITICAL! Acetonitrile (synthesis solvent) — neurotoxic upon IV administration. Limit set by ICH Q3C Class 2.
  • Aluminium <10 ppm — CRITICAL! Aluminium originates from purification column (aluminium oxide). Concentrations ≥10 ppm cause blood coagulation when mixed with product!
  • pH 5.0–7.5 — critical for blood compatibility during intravenous administration
  • Endotoxins ≤175 EU/vial — critical for intravenous administration! Exceeding causes pyrogenic reactions
  • Sterility — MANDATORY for all parenteral forms! Contamination = unfit for use
  • ⚠️ Special attention: Acetonitrile and aluminium — TWO CRITICAL PARAMETERS for FDG! Acetonitrile controlled by GC (gas chromatography). Aluminium — by atomic emission spectroscopy (ICP-OES) or colorimetry with aurintricarboxylic acid. Both parameters must be tested in EVERY batch due to patient risk. Endotoxins tested by LAL method. Sterility — membrane filtration method (USP <71>).
  • Critical parameters:
  • Specific activity: ≥37 GBq/μmol
  • Radiochemical purity: ≥95.0%
  • Residual ethanol: ≤5000 ppm (ICH Q3C Class 3)
  • Residual acetonitrile: ≤410 ppm (ICH Q3C Class 2 — NEUROTOXIC!)
  • Aluminium: <10 ppm (BLOOD COAGULATION RISK!)
  • pH: 5.0–7.5 (blood compatibility)
  • Endotoxins: ≤175 EU/vial (LAL test)
  • Sterility: no microbial growth
  • Heavy metals: ≤10 ppm
  • ⚠️ Note: Utility is designed for quality control of FINISHED INJECTABLE SOLUTION. All parameters comply with parenteral form requirements for PET diagnostics. Due to short half-life (110 min), quality control must be completed within 30–45 minutes after synthesis. Utility speeds up result processing 5-10x.
Limits stated in the description must be verified against the current approved specification, pharmacopoeial monograph and registration dossier before production use.

5. URS — user requirements

IDRequirementCriticalityAcceptance criterion
URS-001The system shall accept an input.csv file for Fluorine18 FDG with the exact columns listed in the “Input data contract” section.HighA file with the correct header is processed without manual editing; missing mandatory columns produce FAIL/import error.
URS-002The system shall support execution without arguments in demo mode and execution with input.csv output.json for user data.MediumBoth execution scenarios produce a predictable result or clear diagnostic error.
URS-003The system shall perform rule-based controls for: purity and impurities, residual solvents, microbiology and pathogens, heavy metals / elemental impurities, pH and physicochemical parameters, activity, decay and radiochemical purity.HighEach controlled parameter receives a status and message; the result does not depend on hidden Excel formulas or ML.
URS-004The system shall preserve traceability between batch/lot, source values, applied rules and final verdict.HighOutput includes batch identifier, source values, parameter statuses and critical findings.
URS-005The system shall generate machine-readable output.json for LIMS/ELN/MES, batch record and QA/QC review.HighJSON contains overall status, check array, warnings, failures and source-file reference.
URS-006The system shall support use in the client validation package: URS/FS, IQ/OQ preparation, installation and operational scenario checks.HighThe document, test scenarios and reproducible CSV/JSON flow are suitable for audit and internal approval.
URS-007The system shall clearly separate technical data errors from specification nonconformities.MediumSchema/type errors are not mixed with pharmacopoeial deviations and are reported separately.

6. input.csv data contract

The source of truth for the input schema is the actual input.csv header. Column names are technical identifiers and are not translated.

#ColumnTypeUnitDescriptionSampleControl rule
1BatchNumberidentifieras specifiedBatch NumberF18-FDG-2026-001mandatory field; used for batch/lot traceability
2SpecificActivityGBqPerUmoldecimalGBqSpecific Activity GBq per Umol50.0mandatory numeric value; rule comparison is performed by the utility
3RadiochemicalPurityPercentdecimal%Radiochemical Purity %98.0numeric value; compared with assay/purity limit from specification or method
4ResidualEthanolPPMdecimalppmResidual Ethanol PPM2000numeric value; checked as residual solvent against the applicable limit
5ResidualAcetonitrilePPMdecimalppmResidual Acetonitrile PPM300numeric value; checked as residual solvent against the applicable limit
6AluminiumPPMdecimalppmAluminium PPM5.0mandatory numeric value; rule comparison is performed by the utility
7pHdecimalpHp H6.5mandatory numeric value; rule comparison is performed by the utility
8EndotoxinsEUdecimalas specifiedEndotoxins EU100.0numeric value; critical safety attribute compared with endotoxin limit
9SterilityTestboolean / flag0/1Sterility Test0valid flag required; prohibited organisms and growth are normally expected as 0 / absent
10HeavyMetalsPPMdecimalppmHeavy Metals PPM5numeric value; checked as elemental/metal impurity

CSV example

BatchNumber,SpecificActivityGBqPerUmol,RadiochemicalPurityPercent,ResidualEthanolPPM,ResidualAcetonitrilePPM,AluminiumPPM,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM
F18-FDG-2026-001,50.0,98.0,2000,300,5.0,6.5,100.0,0,5

7. FS — functional specification

IDFunctionImplementation description
FS-001CLI entry pointThe executable Fluorine18FDGQualityChecker.exe supports demo mode and input.csv output.json processing mode.
FS-002CSV parserThe import module reads CSV, validates header, column presence/order, value count and encoding. Decimal values are expected with a dot separator.
FS-003Field conversionEach column is converted to the expected type: identifier, text, decimal number, date/time or boolean flag.
FS-004Domain rule engineFor Fluorine18 FDG, explicit rules are applied: range, minimum, maximum, absence of prohibited flag, data completeness or calculation-based check.
FS-005Criticality handlingCritical violations produce FAIL; non-critical deviations and incomplete data produce WARNING; full conformance produces PASS.
FS-006JSON writeroutput.json stores overall status, per-parameter results, source values, warnings, failures and diagnostic messages.
FS-007Integration contractThe CSV → JSON format is stable for invocation from LIMS/ELN/MES, scheduled task or wrapper service.
FS-008Error handlingSchema error, missing file, non-numeric value or JSON write failure returns diagnosable error without silent PASS.

8. output.json contract

The output file must be suitable for automated processing, audit review and correlation with the source input.csv row.

{
  "utility": "Fluorine18FDGQualityChecker",
  "api": "Fluorine18 FDG",
  "batchNumber": "F18-FDG-2026-001",
  "overallStatus": "PASS|WARNING|FAIL",
  "checkedAtUtc": "2026-05-18T00:00:00Z",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "F18-FDG-2026-001",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "SpecificActivityGBqPerUmol",
      "value": "50.0",
      "unit": "GBq",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadiochemicalPurityPercent",
      "value": "98.0",
      "unit": "%",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "ResidualEthanolPPM",
      "value": "2000",
      "unit": "ppm",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "ResidualAcetonitrilePPM",
      "value": "300",
      "unit": "ppm",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "AluminiumPPM",
      "value": "5.0",
      "unit": "ppm",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "pH",
      "value": "6.5",
      "unit": "pH",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "EndotoxinsEU",
      "value": "100.0",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    }
  ],
  "criticalFindings": [],
  "sourceFile": "input.csv"
}

9. OQ/PQ test scenarios

IDScenarioExpected result
TC-001Valid CSV with expected header and sample rowAll rows are processed; output contains PASS/WARNING/FAIL and parameter-level detail.
TC-002A mandatory input.csv column is missingImport is rejected or the row receives FAIL with schema reference.
TC-003A numeric field contains text or a blank valueType conversion error is recorded; the result is not hidden as PASS.
TC-004A parameter is outside specification or critical limitCritical parameters produce FAIL; non-critical deviations produce WARNING according to the rule.
TC-005Positive pathogen/microbiological flag or microbiological limit excursionCritical FAIL is produced with the offending parameter.
TC-007Residual solvent above applicable limitFAIL is produced with solvent name and measured value.
TC-008Incorrect activity, reference time or radiochemical purityFAIL/WARNING is produced with calculation traceability.

10. QA/QC, CSV and change control

  • Before production use, the client records executable version, checksum, specification/monograph version, test CSV, expected JSON and IQ/OQ results.
  • Column names must not be changed without updating the validator and test scenarios.
  • The source CSV, output.json and utility version should be stored together as an evidence package.
  • Any change in control rules must go through change control and repeated OQ scenario verification.

Included in packages

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Diabetes QC Suite

QC package for diabetes medicines: insulins, metformin, SGLT2/DPP-4/GLP-1 products, glucagon and supporting dosage-form quality checks.

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Neurology QC Suite

QC package for neurology and neuropsychiatry: antiepileptics, antiparkinsonian medicines, antidepressants, antipsychotics, analgesics and neurological diagnostic radiopharmaceuticals.

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PetRad QC Suite

A specialised utility package for radiopharmaceutical quality control: PET, SPECT, therapeutic radionuclides, generators and decay calculations.

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Radiology QC Suite

QC package for radiology and diagnostic imaging: radiopharmaceuticals, PET/SPECT, contrast media, iodinated and gadolinium products, plus particle, sterility and endotoxin checks.

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RPH isotope family: short-lived PET isotopes

F-18, C-11, N-13, O-15 and related PET production, release and imaging workflows.

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RPH organ/system: brain and CNS

Brain perfusion, dopamine transporter, amyloid/tau, receptor imaging and neurological SPECT/PET.

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RPH organ/system: hepatobiliary and GI

HIDA, mebrofenin, gallbladder, gastric emptying, GI transit, bleeding and liver/spleen imaging.

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RPH organ/system: oncology and theranostics

Tumour imaging, PSMA/FAPI/receptor tracers, immuno-PET, targeted radionuclide therapy and radioembolization.

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RPH use case: PET/SPECT oncology diagnostics and receptor imaging

F-18, Ga-68, Cu-64, Zr-89, In-111 and other diagnostic tracers: synthesis, purity, receptor targeting, immuno-PET and generator-based workflows.

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RPH workflow: imaging QC and quantitative interpretation

Acquisition, uptake, clearance, perfusion, transit, ejection fraction, segmentation and quantitative imaging.

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RPH workflow: product release QC

Assay, purity, sterility, endotoxins, pH, impurities, appearance and batch-release checks.

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RPH workflow: stability, storage, decay and waste

Kinetic stability, shelf life, decay correction, expiry, storage, trend and radioactive waste.

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RPH workflow: synthesis, labelling and kit reconstitution

Radiolabelling, synthesis, chelation, reducing agent, pH/stoichiometry and kit preparation.

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RPH: combined radiopharmaceutical QC package

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Urology QC Suite

QC package for urology: BPH, urolithiasis, overactive bladder, urinary-tract infection medicines and supporting antimicrobial QC checks.

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