Technetium99mGeneratorQualityChecker

Technetium99m Generator

decay correction endotoxins PET radionuclide purity radiopharma SPECT sterility
Open selection
Technetium-99m Generator Quality Checker — Molybdenum-technetium generator (Ph. Eur. 2.14.1, USP <823>)

ℹ️  Utility checks critical eluate parameters: molybdenum-99 and iodine-131 breakthrough (calculated as % of Tc-99m activity), eluate volume, eluate pH.
ℹ️  Does not use machine learning — only mathematical calculation of breakthrough percentages and pharmacopoeial limit checks.
⚠️  CRITICAL: Mo-99 breakthrough (≤0.015%) — unacceptable due to long half-life (66 hours)! Even minor breakthrough creates chronic radiation burden to patient. I-131 breakthrough (≤0.001%) — critical for Mo-99 produced by uranium fission!

Usage:
  Technetium99mGeneratorQualityChecker.exe                            → demo mode (console output)
  Technetium99mGeneratorQualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,Tc99mActivityMBq,Mo99ActivityMBq,I131ActivityMBq,EluateVolumeMl,EluatePH

Field explanation:
• Tc99mActivityMBq — technetium-99m activity in eluate at measurement time (MBq)
• Mo99ActivityMBq — molybdenum-99 activity in same eluate sample (MBq)
• I131ActivityMBq — iodine-131 activity in same eluate sample (MBq)
• EluateVolumeMl — volume of obtained eluate (mL)
• EluatePH — pH of eluate

Example:
  Tc99m-Gen-2026-001,1000.0,0.15,0.01,5.0,6.0
  → Mo-99 breakthrough = (0.15 / 1000.0) × 100% = 0.015% (at limit)
  → I-131 breakthrough = (0.01 / 1000.0) × 100% = 0.001% (at limit)

— WHY IS THIS NEEDED?
Molybdenum-technetium generators — primary source of technetium-99m for diagnostic imaging:
• Daily production of sterile, apyrogenic eluate with Tc-99m
• Used for cardiac, bone, renal, thyroid scintigraphy etc.
• Generator contains Mo-99 (T½=66 h) decaying to Tc-99m (T½=6 h)
⚠️ CRITICAL:
• Mo-99 breakthrough ≤0.015% — Mo-99 has 66-HOUR half-life! Even 0.016% creates significant chronic radiation burden to patient during diagnostics. Unacceptable for clinical use!
• I-131 breakthrough ≤0.001% — critical for Mo-99 produced by uranium-235 fission. I-131 accumulates in thyroid gland, creating unnecessary radiation dose.
• Eluate volume 3–10 mL — ensures optimal Tc-99m concentration for subsequent radiopharmaceutical labeling
• Eluate pH 4.5–7.5 — critical for compatibility with labeling kits (e.g., MIBI, DTPA, MAG3). Outside range — reduced labeling yield!
⚠️ Special attention: Mo-99 breakthrough measured 24 hours after last elution (maximum breakthrough). Mo-99 and Tc-99m activity measurements MUST be performed at the SAME TIME! Calculation: (Mo-99 Activity / Tc-99m Activity) × 100%. I-131 breakthrough checked only for generators with fission-produced Mo-99. For reactor-produced Mo-99 (activation), this parameter is less critical but still required by specification.
Critical parameters:
• Mo-99 breakthrough: ≤0.015% of Tc-99m activity (Ph. Eur. 2.14.1, USP <823>)
• I-131 breakthrough: ≤0.001% of Tc-99m activity (for fission-produced Mo-99 generators)
• Eluate volume: 3.0–10.0 mL
• Eluate pH: 4.5–7.5
⚠️ Note: Utility calculates breakthrough percentage AUTOMATICALLY from measured activities. This eliminates human error in manual calculations. All activity measurements must be decay-corrected and performed on calibrated detector. Generator is considered unfit if Mo-99 breakthrough exceeds limit even by 0.001%!

input.csv

BatchNumber,Tc99mActivityMBq,Mo99ActivityMBq,I131ActivityMBq,EluateVolumeMl,EluatePH
Tc99m-Gen-2026-001,1000.0,0.15,0.01,5.0,6.0
Tc99m-Gen-2026-002,850.0,0.20,0.005,7.5,5.8

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: Technetium99mGeneratorQualityCheckerAPI / object: Technetium99m GeneratorCategory: Radiopharmaceuticals

1. Scope

The Technetium99m Generator Quality Checker utility is used for Technetium99m Generator. 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, PET, radionuclide purity, radiopharma, SPECT, sterility

2. Execution modes

Technetium99mGeneratorQualityChecker.exe                            → demo mode (console output)
Technetium99mGeneratorQualityChecker.exe input.csv output.json      → evaluate your data

3. Key controlled areas

  • purity and impurities
  • microbiology and pathogens
  • pH and physicochemical parameters
  • activity, decay and radiochemical purity

4. Domain limits and critical parameters

  • ⚠️ CRITICAL: Mo-99 breakthrough (≤0.015%) — unacceptable due to long half-life (66 hours)! Even minor breakthrough creates chronic radiation burden to patient. I-131 breakthrough (≤0.001%) — critical for Mo-99 produced by uranium fission!
  • ⚠️ CRITICAL:
  • Mo-99 breakthrough ≤0.015% — Mo-99 has 66-HOUR half-life! Even 0.016% creates significant chronic radiation burden to patient during diagnostics. Unacceptable for clinical use!
  • I-131 breakthrough ≤0.001% — critical for Mo-99 produced by uranium-235 fission. I-131 accumulates in thyroid gland, creating unnecessary radiation dose.
  • Eluate volume 3–10 mL — ensures optimal Tc-99m concentration for subsequent radiopharmaceutical labeling
  • Eluate pH 4.5–7.5 — critical for compatibility with labeling kits (e.g., MIBI, DTPA, MAG3). Outside range — reduced labeling yield!
  • ⚠️ Special attention: Mo-99 breakthrough measured 24 hours after last elution (maximum breakthrough). Mo-99 and Tc-99m activity measurements MUST be performed at the SAME TIME! Calculation: (Mo-99 Activity / Tc-99m Activity) × 100%. I-131 breakthrough checked only for generators with fission-produced Mo-99. For reactor-produced Mo-99 (activation), this parameter is less critical but still required by specification.
  • Critical parameters:
  • Mo-99 breakthrough: ≤0.015% of Tc-99m activity (Ph. Eur. 2.14.1, USP <823>)
  • I-131 breakthrough: ≤0.001% of Tc-99m activity (for fission-produced Mo-99 generators)
  • Eluate volume: 3.0–10.0 mL
  • Eluate pH: 4.5–7.5
  • ⚠️ Note: Utility calculates breakthrough percentage AUTOMATICALLY from measured activities. This eliminates human error in manual calculations. All activity measurements must be decay-corrected and performed on calibrated detector. Generator is considered unfit if Mo-99 breakthrough exceeds limit even by 0.001%!
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 Technetium99m Generator 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, microbiology and pathogens, 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 NumberTc99m-Gen-2026-001mandatory field; used for batch/lot traceability
2Tc99mActivityMBqdecimalMBqTc99m Activity MBq1000.0mandatory numeric value; rule comparison is performed by the utility
3Mo99ActivityMBqdecimalMBqMo99 Activity MBq0.15mandatory numeric value; rule comparison is performed by the utility
4I131ActivityMBqdecimalMBqI131 Activity MBq0.01mandatory numeric value; rule comparison is performed by the utility
5EluateVolumeMldecimalas specifiedEluate Volume Ml5.0mandatory numeric value; rule comparison is performed by the utility
6EluatePHdecimalas specifiedEluate PH6.0mandatory numeric value; rule comparison is performed by the utility

CSV example

BatchNumber,Tc99mActivityMBq,Mo99ActivityMBq,I131ActivityMBq,EluateVolumeMl,EluatePH
Tc99m-Gen-2026-001,1000.0,0.15,0.01,5.0,6.0

7. FS — functional specification

IDFunctionImplementation description
FS-001CLI entry pointThe executable Technetium99mGeneratorQualityChecker.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 Technetium99m Generator, 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": "Technetium99mGeneratorQualityChecker",
  "api": "Technetium99m Generator",
  "batchNumber": "Tc99m-Gen-2026-001",
  "overallStatus": "PASS|WARNING|FAIL",
  "checkedAtUtc": "2026-05-18T00:00:00Z",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "Tc99m-Gen-2026-001",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Tc99mActivityMBq",
      "value": "1000.0",
      "unit": "MBq",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Mo99ActivityMBq",
      "value": "0.15",
      "unit": "MBq",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "I131ActivityMBq",
      "value": "0.01",
      "unit": "MBq",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "EluateVolumeMl",
      "value": "5.0",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "EluatePH",
      "value": "6.0",
      "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-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

Endocrinology QC Suite

QC package for endocrinology: thyroid, pituitary/peptide hormones, corticosteroids, sex hormones and selected metabolic medicines.

Open

PetRad QC Suite

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

Open

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.

Open

RPH isotope family: Tc-99m

Tc-99m radiopharmaceuticals, kit preparation, generator control, SPECT workflows and calculation utilities.

Open

RPH organ/system: bone and musculoskeletal

Bone scintigraphy, MDP/PYP, marrow, bone-pain palliation, skeletal metastases and radiosynovectomy.

Open

RPH organ/system: cardiovascular

Myocardial perfusion, cardiac PET/SPECT, ventricular function, blood-pool and perfusion tracers.

Open

RPH organ/system: endocrine, thyroid and NET

Radioiodine, thyroid/parathyroid, somatostatin receptor, MIBG and neuroendocrine workflows.

Open

RPH organ/system: renal and urinary

Renography, GFR/ERPF, renal uptake, DMSA/MAG3/DTPA and bladder-related workflows.

Open

RPH use case: generators, isotope purity and starting radionuclides

Control of generator eluate, breakthrough, radionuclidic purity, isotope mix, carrier/free radionuclides and starting radionuclides before labeling.

Open

RPH workflow: generators and isotope purity

Generator eluate, breakthrough, radionuclidic purity, isotope mix and starting radionuclides.

Open

RPH workflow: imaging QC and quantitative interpretation

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

Open

RPH workflow: instruments, devices and radiation safety

PET/gamma-camera state, calibration, detector QC, energy window, TOF, shielding and radiation safety.

Open

RPH workflow: product release QC

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

Open

RPH workflow: stability, storage, decay and waste

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

Open

RPH workflow: synthesis, labelling and kit reconstitution

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

Open

RPH: combined radiopharmaceutical QC package

RPH combines PetRad, PetRad2 and PetRad3 into one umbrella package for PET/SPECT, therapeutic radionuclides, generators, labelled compounds, decay calculations, sterility, endotoxins and radiochemical/radionuclidic purity.

Open