Silver105QualityChecker
Silver-105
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
- 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
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept an input.csv file with the exact headers defined in the data contract. | High | The file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic QC evaluation for Silver-105 using input values, approved limits and domain rules. | High | Each input row receives a PASS / WARNING / FAIL status. |
| URS-003 | The utility shall validate mandatory fields, data types, numeric ranges, units and pharmaceutical/radiochemical plausibility. | High | Schema and conversion errors are explicitly reported. |
| URS-004 | The utility shall identify critical deviations related to radionuclidic purity, radiochemical purity, free radionuclide, impurities, pH, endotoxins and sterility when such fields are present. | High | A critical deviation causes FAIL or a separate critical finding. |
| URS-005 | The utility shall generate output.json with machine-readable results, source values, warnings and failures. | High | JSON is suitable for LIMS/ELN/MES integration and QA/QC review. |
| URS-006 | The utility shall not use machine learning to decide conformance. | Medium | The result is based on explicit rules, thresholds and input values. |
| URS-007 | The utility shall preserve traceability between batch number, input values, applied rules and final status. | High | The output contains the batch identifier and the list of checked parameters. |
| URS-008 | The documentation shall support IQ/OQ preparation and inspection discussion with FDA/EMA/Roszdravnadzor or local regulators. | Medium | URS & FS, input.csv/output.json contract and test scenarios are supplied with the utility. |
input.csv contract
| # | Field | Type | Sample | Purpose |
|---|---|---|---|---|
| 1 | BatchNumber | string | AG105-PEP-2026-001 | Batch or lot identifier used for traceability. |
| 2 | TotalActivityMBq | decimal | 300.0 | Radioactivity value used for release, decay or dose-related assessment. |
| 3 | RadionuclidicPurityPercent | string | 99.8 | Radionuclidic purity; a critical radiation-safety and impurity parameter. |
| 4 | Silver106mImpurityPercent | string | 0.1 | Controlled impurity or residual material. |
| 5 | Silver110mImpurityPercent | string | 0.005 | Controlled impurity or residual material. |
| 6 | RadiochemicalPurityPercent | string | 98.0 | Radiochemical purity; confirms the labelled chemical form and binding quality. |
| 7 | FreeSilverPercent | decimal | 2.0 | Free radionuclide / unbound species; important for non-target uptake and toxicity. |
| 8 | pH | decimal | 6.5 | Solution pH; relevant for stability, compatibility and administration. |
| 9 | EndotoxinsEU | decimal | 30.0 | Bacterial endotoxins; critical for parenteral administration. |
| 10 | SterilityTest | flag / boolean | 0 | Sterility result; critical release parameter. |
| 11 | HeavyMetalsPPM | decimal | 2 | Elemental impurity / metal residue parameter. |
| 12 | ProductType | string | PeptideConjugate | Controlled 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
| ID | Function | Implementation |
|---|---|---|
| FS-001 | CSV import | Read input.csv in UTF-8/CSV-compatible format and validate the header and expected columns. |
| FS-002 | Schema validation | Check mandatory fields and column count; report unknown or missing key fields. |
| FS-003 | Type conversion | Convert numeric, flag and text values; invalid formats are recorded as row-level errors. |
| FS-004 | Domain rule engine | Apply domain rules for Silver-105, including critical limits from the utility description and approved specification. |
| FS-005 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-006 | JSON export | Write output.json with detailed checks, source values, warnings, failures and critical findings. |
| FS-007 | Audit support | Keep the result structure suitable for review, deviation investigation, calculation reproduction and IQ/OQ preparation. |
| FS-008 | Integration contract | Support 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
| ID | Scenario | Expected result |
|---|---|---|
| OQ-001 | Valid sample row | PASS or acceptable WARNING according to the rules. |
| OQ-002 | Mandatory column missing | Schema error or FAIL. |
| OQ-003 | Non-numeric value in numeric field | Type-conversion error. |
| OQ-004 | Critical parameter outside limit | FAIL and critical finding. |
| PQ-001 | User real batch/lot | Reviewed 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
PetRad3: expanded PET/SPECT and radiopharmaceutical QC package
A curated suite for PET/SPECT radiopharmaceuticals, generator and cyclotron radionuclides, labelled compounds, radiochemical purity, breakthrough, sterility and endotoxin control.
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 organ/system: hepatobiliary and GI
HIDA, mebrofenin, gallbladder, gastric emptying, GI transit, bleeding and liver/spleen imaging.
OpenRPH organ/system: oncology and theranostics
Tumour imaging, PSMA/FAPI/receptor tracers, immuno-PET, targeted radionuclide therapy and radioembolization.
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: 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