Silver105QualityChecker

Silver-105

radiopharmaceuticals QC URS & FS input.csv output.json radiochemical purity radionuclidic purity PET
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Utility description: Silver-105

Silver-105 Quality Checker — Silver-105 for Theranostics and PET

ℹ️  Utility checks critical parameters of Silver-105:
    • Radionuclidic purity (≥99.0%)
    • Silver-106m impurity (≤0.5%)
    • Silver-110m impurity (≤0.01%) — CRITICAL!
    • Radiochemical purity (≥95%)
    • Free silver (≤5%)
    • pH, endotoxins, sterility, heavy metals

⚠️  CRITICAL: Silver-110m (T½=250 days) creates long-term waste issues.
    Free silver is toxic and causes argyria upon accumulation.

Usage:
  Silver105QualityChecker.exe                            → demo mode (console output)
  Silver105QualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Silver106mImpurityPercent,Silver110mImpurityPercent,RadiochemicalPurityPercent,FreeSilverPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType

Example (sterility: 0=sterile, 1=contaminated):
  AG105-PEP-2026-001,300.0,99.8,0.1,0.005,98.0,2.0,6.5,30.0,0,2,PeptideConjugate

Supported product types:
• PeptideConjugate — peptide conjugates
• Nanoparticle — silver nanoparticles
• FreeIon — research (high toxicity risk)

— WHY IS THIS NEEDED?
Silver-105 (T½=41.3 days) is a promising isotope for theranostics:
• Emits Auger electrons (for therapy) and gamma quanta (for imaging/SPECT)
• Silver chemistry is well-developed (thiols, amines, nanoparticles)
• Allows creation of long-circulating drugs
• Pair isotope: Ag-111 (T½=7.45 d) for therapy/diagnostics with different characteristics

⚠️  CRITICAL:
• Radionuclidic purity ≥99.0% — presence of other isotopes is unacceptable.
• Silver-110m (T½=249.8 days) impurity ≤0.01% — CRITICAL PARAMETER. This isotope is formed during nuclear reactions on impurities or side channels. Due to very long half-life, it makes radioactive waste hazardous for years. Even trace amounts are strictly regulated.
• Silver-106m (T½=8.28 days) impurity ≤0.5% — Creates additional radiation burden.
• Radiochemical purity ≥95% — Silver tends to form colloids and bind to blood proteins if not stabilized by a reliable chelator or nanoparticle matrix.
• Free silver ≤5% — Silver ions (Ag+) are toxic. They accumulate in liver, spleen, and skin (argyria). High levels of free silver are unacceptable.
• Heavy metals ≤5 ppm — Strict control, as other metals may displace silver from complexes.
• pH 5.0–7.5, Endotoxins ≤175 EU/vial, Sterility — standard requirements.

Key features:
• Strictest control of Ag-110m impurity
• Assessment of toxicological risk (free silver)
• Support for various forms (conjugates, nanoparticles)

Critical parameters:
• Radionuclidic purity: ≥99.0%
• Ag-110m impurity: ≤0.01% (CRITICAL!)
• Ag-106m impurity: ≤0.5%
• Radiochemical purity: ≥95.0%
• Free silver: ≤5.0%
• Heavy metals: ≤5 ppm
• pH: 5.0–7.5
• Endotoxins: ≤175 EU/vial
• Sterility: no microbial growth

💡 Usage tips:
1. Production of Ag-105 requires highly enriched targets (Pd-105) to minimize Ag-110m formation.
2. To stabilize silver ions in vivo, macrocyclic ligands or encapsulation in nanoparticles are used.
3. Free silver control is performed by TLC or HPLC with radioactivity detection.
4. Ag-105-based drugs require long-term patient follow-up due to long half-life.

⚠️ Note: Silver-105 is interesting for its Auger electrons, which have high LET at very short distances (nanometers), effective for destroying single cancer cells. However, the problem of long-lived impurities (Ag-110m) is the main barrier to wide clinical implementation.

input.csv

BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Silver106mImpurityPercent,Silver110mImpurityPercent,RadiochemicalPurityPercent,FreeSilverPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
AG105-PEP-2026-001,300.0,99.8,0.1,0.005,98.0,2.0,6.5,30.0,0,2,PeptideConjugate
AG105-NANO-2026-002,250.0,99.5,0.3,0.008,96.0,4.0,7.0,40.0,0,3,Nanoparticle
AG105-FAIL-2026-003,280.0,98.0,1.5,0.05,90.0,10.0,5.5,200.0,0,10,PeptideConjugate

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of Silver105QualityChecker for Silver-105.

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 Silver-105:
  • • Radionuclidic purity (≥99.0%)
  • • Silver-106m impurity (≤0.5%)
  • • Silver-110m impurity (≤0.01%) — CRITICAL!
  • • Radiochemical purity (≥95%)
  • • Free silver (≤5%)
  • • pH, endotoxins, sterility, heavy metals
  • ⚠️ CRITICAL: Silver-110m (T½=250 days) creates long-term waste issues.
  • Free silver is toxic and causes argyria upon accumulation.
  • BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Silver106mImpurityPercent,Silver110mImpurityPercent,RadiochemicalPurityPercent,FreeSilverPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
  • Example (sterility: 0=sterile, 1=contaminated):
  • • FreeIon — research (high toxicity risk)
  • ⚠️ CRITICAL:
  • • Radionuclidic purity ≥99.0% — presence of other isotopes is unacceptable.

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 Silver-105 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
1BatchNumberstringAG105-PEP-2026-001Batch or lot identifier used for traceability.
2TotalActivityMBqdecimal300.0Radioactivity value used for release, decay or dose-related assessment.
3RadionuclidicPurityPercentstring99.8Radionuclidic purity; a critical radiation-safety and impurity parameter.
4Silver106mImpurityPercentstring0.1Controlled impurity or residual material.
5Silver110mImpurityPercentstring0.005Controlled impurity or residual material.
6RadiochemicalPurityPercentstring98.0Radiochemical purity; confirms the labelled chemical form and binding quality.
7FreeSilverPercentdecimal2.0Free radionuclide / unbound species; important for non-target uptake and toxicity.
8pHdecimal6.5Solution pH; relevant for stability, compatibility and administration.
9EndotoxinsEUdecimal30.0Bacterial endotoxins; critical for parenteral administration.
10SterilityTestflag / boolean0Sterility result; critical release parameter.
11HeavyMetalsPPMdecimal2Elemental impurity / metal residue parameter.
12ProductTypestringPeptideConjugateControlled input parameter used by the deterministic QC rules.
BatchNumber,TotalActivityMBq,RadionuclidicPurityPercent,Silver106mImpurityPercent,Silver110mImpurityPercent,RadiochemicalPurityPercent,FreeSilverPercent,pH,EndotoxinsEU,SterilityTest,HeavyMetalsPPM,ProductType
AG105-PEP-2026-001,300.0,99.8,0.1,0.005,98.0,2.0,6.5,30.0,0,2,PeptideConjugate
AG105-NANO-2026-002,250.0,99.5,0.3,0.008,96.0,4.0,7.0,40.0,0,3,Nanoparticle
AG105-FAIL-2026-003,280.0,98.0,1.5,0.05,90.0,10.0,5.5,200.0,0,10,PeptideConjugate

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 Silver-105, 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": "silver105-quality-checker",
  "api": "Silver-105",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "AG105-PEP-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "TotalActivityMBq",
      "value": "300.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadionuclidicPurityPercent",
      "value": "99.8",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Silver106mImpurityPercent",
      "value": "0.1",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Silver110mImpurityPercent",
      "value": "0.005",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "RadiochemicalPurityPercent",
      "value": "98.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "FreeSilverPercent",
      "value": "2.0",
      "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.

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