Technetium99mGeneratorQualityChecker
Technetium99m Generator
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.
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%!
5. URS — user requirements
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The system shall accept an input.csv file for Technetium99m Generator with the exact columns listed in the “Input data contract” section. | High | A file with the correct header is processed without manual editing; missing mandatory columns produce FAIL/import error. |
| URS-002 | The system shall support execution without arguments in demo mode and execution with input.csv output.json for user data. | Medium | Both execution scenarios produce a predictable result or clear diagnostic error. |
| URS-003 | The system shall perform rule-based controls for: purity and impurities, microbiology and pathogens, pH and physicochemical parameters, activity, decay and radiochemical purity. | High | Each controlled parameter receives a status and message; the result does not depend on hidden Excel formulas or ML. |
| URS-004 | The system shall preserve traceability between batch/lot, source values, applied rules and final verdict. | High | Output includes batch identifier, source values, parameter statuses and critical findings. |
| URS-005 | The system shall generate machine-readable output.json for LIMS/ELN/MES, batch record and QA/QC review. | High | JSON contains overall status, check array, warnings, failures and source-file reference. |
| URS-006 | The system shall support use in the client validation package: URS/FS, IQ/OQ preparation, installation and operational scenario checks. | High | The document, test scenarios and reproducible CSV/JSON flow are suitable for audit and internal approval. |
| URS-007 | The system shall clearly separate technical data errors from specification nonconformities. | Medium | Schema/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.
| # | Column | Type | Unit | Description | Sample | Control rule |
|---|---|---|---|---|---|---|
| 1 | BatchNumber | identifier | as specified | Batch Number | Tc99m-Gen-2026-001 | mandatory field; used for batch/lot traceability |
| 2 | Tc99mActivityMBq | decimal | MBq | Tc99m Activity MBq | 1000.0 | mandatory numeric value; rule comparison is performed by the utility |
| 3 | Mo99ActivityMBq | decimal | MBq | Mo99 Activity MBq | 0.15 | mandatory numeric value; rule comparison is performed by the utility |
| 4 | I131ActivityMBq | decimal | MBq | I131 Activity MBq | 0.01 | mandatory numeric value; rule comparison is performed by the utility |
| 5 | EluateVolumeMl | decimal | as specified | Eluate Volume Ml | 5.0 | mandatory numeric value; rule comparison is performed by the utility |
| 6 | EluatePH | decimal | as specified | Eluate PH | 6.0 | mandatory 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
| ID | Function | Implementation description |
|---|---|---|
| FS-001 | CLI entry point | The executable Technetium99mGeneratorQualityChecker.exe supports demo mode and input.csv output.json processing mode. |
| FS-002 | CSV parser | The import module reads CSV, validates header, column presence/order, value count and encoding. Decimal values are expected with a dot separator. |
| FS-003 | Field conversion | Each column is converted to the expected type: identifier, text, decimal number, date/time or boolean flag. |
| FS-004 | Domain rule engine | For Technetium99m Generator, explicit rules are applied: range, minimum, maximum, absence of prohibited flag, data completeness or calculation-based check. |
| FS-005 | Criticality handling | Critical violations produce FAIL; non-critical deviations and incomplete data produce WARNING; full conformance produces PASS. |
| FS-006 | JSON writer | output.json stores overall status, per-parameter results, source values, warnings, failures and diagnostic messages. |
| FS-007 | Integration contract | The CSV → JSON format is stable for invocation from LIMS/ELN/MES, scheduled task or wrapper service. |
| FS-008 | Error handling | Schema 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
| ID | Scenario | Expected result |
|---|---|---|
| TC-001 | Valid CSV with expected header and sample row | All rows are processed; output contains PASS/WARNING/FAIL and parameter-level detail. |
| TC-002 | A mandatory input.csv column is missing | Import is rejected or the row receives FAIL with schema reference. |
| TC-003 | A numeric field contains text or a blank value | Type conversion error is recorded; the result is not hidden as PASS. |
| TC-004 | A parameter is outside specification or critical limit | Critical parameters produce FAIL; non-critical deviations produce WARNING according to the rule. |
| TC-008 | Incorrect activity, reference time or radiochemical purity | FAIL/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.
OpenPetRad QC Suite
A specialised utility package for radiopharmaceutical quality control: PET, SPECT, therapeutic radionuclides, generators and decay calculations.
OpenRadiology QC Suite
QC package for radiology and diagnostic imaging: radiopharmaceuticals, PET/SPECT, contrast media, iodinated and gadolinium products, plus particle, sterility and endotoxin checks.
OpenRPH isotope family: Tc-99m
Tc-99m radiopharmaceuticals, kit preparation, generator control, SPECT workflows and calculation utilities.
OpenRPH organ/system: bone and musculoskeletal
Bone scintigraphy, MDP/PYP, marrow, bone-pain palliation, skeletal metastases and radiosynovectomy.
OpenRPH organ/system: cardiovascular
Myocardial perfusion, cardiac PET/SPECT, ventricular function, blood-pool and perfusion tracers.
OpenRPH organ/system: endocrine, thyroid and NET
Radioiodine, thyroid/parathyroid, somatostatin receptor, MIBG and neuroendocrine workflows.
OpenRPH organ/system: renal and urinary
Renography, GFR/ERPF, renal uptake, DMSA/MAG3/DTPA and bladder-related workflows.
OpenRPH 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.
OpenRPH workflow: generators and isotope purity
Generator eluate, breakthrough, radionuclidic purity, isotope mix and starting radionuclides.
OpenRPH workflow: imaging QC and quantitative interpretation
Acquisition, uptake, clearance, perfusion, transit, ejection fraction, segmentation and quantitative imaging.
OpenRPH workflow: instruments, devices and radiation safety
PET/gamma-camera state, calibration, detector QC, energy window, TOF, shielding and radiation safety.
OpenRPH workflow: product release QC
Assay, purity, sterility, endotoxins, pH, impurities, appearance and batch-release checks.
OpenRPH workflow: stability, storage, decay and waste
Kinetic stability, shelf life, decay correction, expiry, storage, trend and radioactive waste.
OpenRPH workflow: synthesis, labelling and kit reconstitution
Radiolabelling, synthesis, chelation, reducing agent, pH/stoichiometry and kit preparation.
OpenRPH: 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