Manganese52QualityChecker

Manganese-52

radiopharmaceuticals QC URS & FS input.csv output.json radiochemical purity radionuclidic purity PET
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Utility description: Manganese-52

Manganese-52 Quality Checker — Manganese-52 for PET Imaging and Research
ℹ️ Utility checks critical parameters of Manganese-52:
• Radionuclidic purity (≥99.0%)
• Manganese-54 impurity (≤0.1%)
• Manganese-56 impurity (≤1.0%)
• Radiochemical purity (≥95%)
• Free manganese (≤5%)
• pH, endotoxins, sterility, heavy metals
⚠️ CRITICAL: Mn-54 impurity >0.1% → long-term radiation burden (T½=312 days)!
Free manganese >5% → accumulation in liver and pancreas!
Usage:
Manganese52QualityChecker.exe → demo mode (console output)
Manganese52QualityChecker.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Manganese54ImpurityPercent,Manganese56ImpurityPercent,RadiochemicalPurityPercent,FreeManganesePercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
Example (sterility: 0=sterile, 1=contaminated):
Mn52-TRACER-2026-001,500.0,99.5,0.05,0.1,98.0,1.5,6.5,40.0,0,2,PET_Tracer
Supported product types:
• PET_Tracer — PET Imaging (positron emitter, T½=5.59 days)
• Research — preclinical research
— WHY IS THIS NEEDED?
Manganese-52 is a promising positron-emitting isotope for PET:
• Half-life: 5.59 days — allows tracking of slow biological processes (antibodies, nanoparticles)
• Positron emission (Eavg=575 keV) — high PET resolution
• Used for labeling antibodies, peptides, and cells
• Important element for imaging pancreatic function and beta-cells
⚠️ CRITICAL:
• Manganese-54 impurity ≤0.1% — Mn-54 (T½=312 days) is a long-lived gamma emitter. Even trace amounts create significant radiation burden to the patient over months and years.
• Manganese-56 impurity ≤1.0% — Mn-56 (T½=2.6 h) has high-energy gamma lines, increasing dose to staff and patient in the first hours after administration.
• Radiochemical purity ≥95% — Manganese must be stably chelated (e.g., NOTA, DOTA). Free manganese is rapidly taken up by the liver and pancreas, distorting the image.
• Free manganese ≤5% — High levels of free Mn2+ lead to non-specific accumulation.
Key features:
• Control of long-lived Mn-54 impurity (critical for patient safety)
• Control of short-lived Mn-56 impurity (affects initial dose)
• Assessment of free manganese level (affects biodistribution)
• Support for PET tracers and research applications
Critical parameters:
• Radionuclidic purity: ≥99.0%
• Manganese-54 impurity: ≤0.1%
• Manganese-56 impurity: ≤1.0%
• Radiochemical purity: ≥95.0%
• Free manganese: ≤5.0%
• pH: 4.0–8.0
• Endotoxins: ≤175 EU/vial
• Sterility: no microbial growth
• Heavy metals: ≤10 ppm
💡 Usage tips:
Radionuclidic purity is controlled by gamma spectrometry (Mn-52 peaks: 744, 935, 1434 keV; Mn-54: 834 keV; Mn-56: 847, 1811, 2113 keV)
Radiochemical purity is determined by TLC or HPLC
Due to the long half-life of Mn-52, control of Mn-54 impurity is especially important to minimize integral dose
Manganese is an essential trace element, but toxic to the nervous system in high doses
⚠️ Note: Mn-52 is produced mainly on a cyclotron (via Cr-52(p,n)Mn-52 or NatCr(p,x)Mn-52). When using natural chromium, various manganese isotopes are formed, so purification from Mn-54 and Mn-56 is a critical production step.

input.csv

BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Manganese54ImpurityPercent,Manganese56ImpurityPercent,RadiochemicalPurityPercent,FreeManganesePercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
Mn52-TRACER-2026-001,500.0,99.5,0.05,0.1,98.0,1.5,6.5,40.0,0,2,PET_Tracer
Mn52-TRACER-2026-002,480.0,98.5,0.2,0.5,94.0,6.0,6.0,180.0,0,8,PET_Tracer
Mn52-RES-2026-001,600.0,99.8,0.02,0.05,99.0,0.5,7.0,20.0,0,1,Research

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of Manganese52QualityChecker for Manganese-52.

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 Manganese-52:
  • • Radionuclidic purity (≥99.0%)
  • • Manganese-54 impurity (≤0.1%)
  • • Manganese-56 impurity (≤1.0%)
  • • Radiochemical purity (≥95%)
  • • Free manganese (≤5%)
  • • pH, endotoxins, sterility, heavy metals
  • ⚠️ CRITICAL: Mn-54 impurity >0.1% → long-term radiation burden (T½=312 days)!
  • Free manganese >5% → accumulation in liver and pancreas!
  • BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Manganese54ImpurityPercent,Manganese56ImpurityPercent,RadiochemicalPurityPercent,FreeManganesePercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
  • Example (sterility: 0=sterile, 1=contaminated):
  • ⚠️ CRITICAL:
  • • Manganese-54 impurity ≤0.1% — Mn-54 (T½=312 days) is a long-lived gamma emitter. Even trace amounts create significant radiation burden to the patient over months and years.
  • • Manganese-56 impurity ≤1.0% — Mn-56 (T½=2.6 h) has high-energy gamma lines, increasing dose to staff and patient in the first hours after administration.

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 Manganese-52 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
1BatchNumberstringMn52-TRACER-2026-001Batch or lot identifier used for traceability.
2TotalActivityMBqdecimal500.0Radioactivity value used for release, decay or dose-related assessment.
3RadionuclidicPurityPercentstring99.5Radionuclidic purity; a critical radiation-safety and impurity parameter.
4Manganese54ImpurityPercentstring0.05Controlled impurity or residual material.
5Manganese56ImpurityPercentstring0.1Controlled impurity or residual material.
6RadiochemicalPurityPercentstring98.0Radiochemical purity; confirms the labelled chemical form and binding quality.
7FreeManganesePercentdecimal1.5Free radionuclide / unbound species; important for non-target uptake and toxicity.
8pHdecimal6.5Solution pH; relevant for stability, compatibility and administration.
9EndotoxinsEUdecimal40.0Bacterial endotoxins; critical for parenteral administration.
10SterilityTestflag / boolean0Sterility result; critical release parameter.
11HeavyMetalsPPMdecimal2Elemental impurity / metal residue parameter.
12ProductTypestringPET_TracerControlled input parameter used by the deterministic QC rules.
BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Manganese54ImpurityPercent,Manganese56ImpurityPercent,RadiochemicalPurityPercent,FreeManganesePercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
Mn52-TRACER-2026-001,500.0,99.5,0.05,0.1,98.0,1.5,6.5,40.0,0,2,PET_Tracer
Mn52-TRACER-2026-002,480.0,98.5,0.2,0.5,94.0,6.0,6.0,180.0,0,8,PET_Tracer
Mn52-RES-2026-001,600.0,99.8,0.02,0.05,99.0,0.5,7.0,20.0,0,1,Research

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 Manganese-52, 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": "manganese52-quality-checker",
  "api": "Manganese-52",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "Mn52-TRACER-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "TotalActivityMBq",
      "value": "500.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadionuclidicPurityPercent",
      "value": "99.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Manganese54ImpurityPercent",
      "value": "0.05",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Manganese56ImpurityPercent",
      "value": "0.1",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadiochemicalPurityPercent",
      "value": "98.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "FreeManganesePercent",
      "value": "1.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "pH",
      "value": "6.5",
      "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.

Included in packages

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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 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.

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RPH workflow: generators and isotope purity

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

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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: 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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