Tc99mColloidChecker

Tc99m Colloid

contrast media decay correction endotoxins PET radionuclide purity radiopharma SPECT sterility
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Tc-99m Colloid Checker — Colloid phase control in technetium-99m radiopharmaceuticals

ℹ️  Utility performs DEEP colloid phase analysis with:
    • Current colloid percentage check (≤5% for most agents)
    • Stability prediction until end of shelf life (6-12 hours)
    • Trend analysis with previous measurements
    • pH and temperature impact assessment on colloid formation
    • Image quality impact evaluation for different study types

⚠️  CRITICAL: Colloids >5% accumulate in liver/spleen instead of target organ,
    reducing image quality and increasing radiation burden to patient!

Usage:
  Tc99mColloidChecker.exe                            → demo mode (console output)
  Tc99mColloidChecker.exe input.csv output.json      → analyze your data

Input format:
BatchNumber,ProductType,ColloidPhasePercent_Current,pH,MeasurementDateTime,RadiolabelingDateTime,StorageTemperatureC,PreviousColloidPhasePercent,PreviousMeasurementDateTime

Examples (optional parameters can be empty):
  TC99M-COL-2026-001,MDP,1.5,6.8,2026-03-18T10:00:00,2026-03-18T08:00:00,4.0,1.2,2026-03-18T09:00:00
  TC99M-COL-2026-002,Pyrophosphate,4.2,8.5,2026-03-18T10:00:00,2026-03-18T07:00:00,25.0,3.5,2026-03-18T08:30:00
  TC99M-COL-2026-003,DTPA,7.5,9.2,2026-03-18T10:00:00,2026-03-18T06:00:00,30.0,,

— WHY IS THIS NEEDED?
Colloid phase control is CRITICALLY IMPORTANT quality parameter for Tc-99m agents:
• Colloidal particles (10-500 nm) do not reach target tissues, but accumulate in RES (liver, spleen)
• Reduce image contrast and mask pathological lesions
• Increase radiation burden to patient without diagnostic benefit
• Form due to: incorrect pH, high temperature, prolonged storage, poor quality kits

⚠️  CRITICAL:
• Pharmacopoeial limit: ≤5% colloid phase (most agents, Ph. Eur. 2.14.1)
• Warning threshold: >3% — requires enhanced monitoring
• Risk mechanism: colloids → macrophage uptake in RES → liver/spleen accumulation →
  reduced target organ uptake → non-diagnostic study
• Accelerating factors: pH >7.5 or <4.5, temperature >25°C, storage >6 hours, oxidation

Key features:
• Colloid prediction until end of shelf life (6-12 hours) accounting for storage conditions
• Trend analysis with previous measurements (colloid formation rate %/hour)
• pH and temperature impact correction
• Image quality impact assessment for different study types:
  — Bone scintigraphy (MDP): colloids mask metastases in ribs/spine
  — Cardiac imaging (pyrophosphate): colloids reduce infarct contrast
  — Renal scintigraphy (DTPA/MAG3): colloids increase abdominal background
• Risk categorization: LOW / MEDIUM / HIGH / CRITICAL
• Specific recommendations for batch utilization

Prediction model:
• Base formation rate: 0.15%/hour at ideal conditions (pH 4.5-7.5, 2-8°C)
• pH correction: ×1.8 at pH 7.5-8.5, ×2.5 at pH >8.5
• Temperature correction: ×1.5 at >8°C, ×2.0 at >25°C, ×3.0 at >30°C
• Prediction = Current value + (Rate × Hours until expiry)

Image quality impact:
• Colloids >7.5%: NON-DIAGNOSTIC study — repeat administration required
• Colloids 5-7.5%: POOR quality — limited diagnostic value
• Colloids 3-5%: ACCEPTABLE — may require delayed imaging
• Colloids <3%: EXCELLENT quality — full diagnostic utility

💡 Practical tips:
1. Always check pH after labeling (ideal 4.5-7.5 for most agents)
2. Store labeled agents at 2-8°C — reduces colloid formation rate by 70%
3. For agents with colloids >3% increase monitoring frequency to hourly
4. At pH >8.0 verify correct buffer volume during labeling
5. Document all measurements for audits — this is a critical quality parameter

⚠️ Limitations:
• Prediction based on simplified model — actual conditions may vary
• Does not account for starting kit quality
• Does not replace official pharmacopoeial analytical method (paper chromatography)
• For agents with colloids >5% — immediate removal regardless of prediction

Data sources:
• Ph. Eur. Monograph 0148 — Technetium-99m radiopharmaceuticals
• USP General Chapter <823> — Radiopharmaceuticals for Positron Emission Tomography
• Journal of Nuclear Medicine Technology — Colloid formation in 99mTc-labeled agents (2019)
• EANM Guidelines for Radiopharmaceutical Preparation

input.csv

BatchNumber,ProductType,ColloidPhasePercent_Current,pH,MeasurementDateTime,RadiolabelingDateTime,StorageTemperatureC,PreviousColloidPhasePercent,PreviousMeasurementDateTime
TC99M-COL-2026-001,MDP,1.5,6.8,2026-03-18T10:00:00,2026-03-18T08:00:00,4.0,1.2,2026-03-18T09:00:00
TC99M-COL-2026-002,Pyrophosphate,4.2,8.5,2026-03-18T10:00:00,2026-03-18T07:00:00,25.0,3.5,2026-03-18T08:30:00
TC99M-COL-2026-003,DTPA,7.5,9.2,2026-03-18T10:00:00,2026-03-18T06:00:00,30.0,,

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: Tc99mColloidCheckerAPI / object: Tc99m ColloidCategory: Radiopharmaceuticals

1. Scope

The Tc99m Colloid Checker utility is used for Tc99m Colloid. 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: contrast media, decay correction, endotoxins, PET, radionuclide purity, radiopharma, SPECT, sterility

2. Execution modes

Tc99mColloidChecker.exe                            → demo mode (console output)
Tc99mColloidChecker.exe input.csv output.json      → analyze 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

  • Current colloid percentage check (≤5% for most agents)
  • ⚠️ CRITICAL: Colloids >5% accumulate in liver/spleen instead of target organ,
  • ⚠️ CRITICAL:
  • Pharmacopoeial limit: ≤5% colloid phase (most agents, Ph. Eur. 2.14.1)
  • Warning threshold: >3% — requires enhanced monitoring
  • Risk mechanism: colloids → macrophage uptake in RES → liver/spleen accumulation →
  • Accelerating factors: pH >7.5 or <4.5, temperature >25°C, storage >6 hours, oxidation
  • Colloid prediction until end of shelf life (6-12 hours) accounting for storage conditions
  • Trend analysis with previous measurements (colloid formation rate %/hour)
  • pH and temperature impact correction
  • Image quality impact assessment for different study types:
  • — Renal scintigraphy (DTPA/MAG3): colloids increase abdominal background
  • Risk categorization: LOW / MEDIUM / HIGH / CRITICAL
  • Specific recommendations for batch utilization
  • Base formation rate: 0.15%/hour at ideal conditions (pH 4.5-7.5, 2-8°C)
  • pH correction: ×1.8 at pH 7.5-8.5, ×2.5 at pH >8.5
  • Temperature correction: ×1.5 at >8°C, ×2.0 at >25°C, ×3.0 at >30°C
  • Prediction = Current value + (Rate × Hours until expiry)
  • Colloids >7.5%: NON-DIAGNOSTIC study — repeat administration required
  • Colloids 5-7.5%: POOR quality — limited diagnostic value
  • Colloids 3-5%: ACCEPTABLE — may require delayed imaging
  • Colloids <3%: EXCELLENT quality — full diagnostic utility
  • 1. Always check pH after labeling (ideal 4.5-7.5 for most agents)
  • 2. Store labeled agents at 2-8°C — reduces colloid formation rate by 70%
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 Tc99m Colloid 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-COL-2026-001mandatory field; used for batch/lot traceability
2ProductTypetextas specifiedProduct TypeMDPmandatory value; format and acceptability are checked by the utility
3ColloidPhasePercent_Currentdecimal%Colloid Phase % Current1.5mandatory numeric value; rule comparison is performed by the utility
4pHdecimalpHp H6.8mandatory numeric value; rule comparison is performed by the utility
5MeasurementDateTimedate/timeas specifiedMeasurement Date Time2026-03-18T10:00:00mandatory value; format and acceptability are checked by the utility
6RadiolabelingDateTimedate/timeas specifiedRadiolabeling Date Time2026-03-18T08:00:00mandatory value; format and acceptability are checked by the utility
7StorageTemperatureCdecimal°CStorage Temperature C4.0mandatory numeric value; rule comparison is performed by the utility
8PreviousColloidPhasePercentdecimal%Previous Colloid Phase %1.2mandatory numeric value; rule comparison is performed by the utility
9PreviousMeasurementDateTimedate/timeas specifiedPrevious Measurement Date Time2026-03-18T09:00:00mandatory value; format and acceptability are checked by the utility

CSV example

BatchNumber,ProductType,ColloidPhasePercent_Current,pH,MeasurementDateTime,RadiolabelingDateTime,StorageTemperatureC,PreviousColloidPhasePercent,PreviousMeasurementDateTime
TC99M-COL-2026-001,MDP,1.5,6.8,2026-03-18T10:00:00,2026-03-18T08:00:00,4.0,1.2,2026-03-18T09:00:00

7. FS — functional specification

IDFunctionImplementation description
FS-001CLI entry pointThe executable Tc99mColloidChecker.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 Tc99m Colloid, 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": "Tc99mColloidChecker",
  "api": "Tc99m Colloid",
  "batchNumber": "TC99M-COL-2026-001",
  "overallStatus": "PASS|WARNING|FAIL",
  "checkedAtUtc": "2026-05-18T00:00:00Z",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "TC99M-COL-2026-001",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "ProductType",
      "value": "MDP",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "ColloidPhasePercent_Current",
      "value": "1.5",
      "unit": "%",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "pH",
      "value": "6.8",
      "unit": "pH",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "MeasurementDateTime",
      "value": "2026-03-18T10:00:00",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadiolabelingDateTime",
      "value": "2026-03-18T08:00:00",
      "unit": "as specified",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "StorageTemperatureC",
      "value": "4.0",
      "unit": "°C",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "PreviousColloidPhasePercent",
      "value": "1.2",
      "unit": "%",
      "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.

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.

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