AAS_Glass_Leachables_Test
AAS Glass Leachables Test
Utility description: AAS Glass Leachables Test
AAS Glass Leachables Test — Evaluation of Leachables from Glass Containers
ℹ️ Utility checks critical quality parameters of glass containers (USP <660> / Ph. Eur. 3.2.1):
• Lead (Pb): ≤5.0 ppm (in extract)
• Cadmium (Cd): ≤0.5 ppm (in extract)
• Arsenic (As): ≤0.5 ppm (in extract)
• Alkalinity (Hydrolytic Resistance): ≤10.0 mL 0.01M HCl (for Type I Glass)
⚠️ CRITICAL: High alkalinity (>10.0 mL) → glass does not meet Type I criteria!
Risk of product pH shift and precipitate formation (glass flakes).
Usage:
AAS_Glass_Leachables_Test.exe → demo mode (console output)
AAS_Glass_Leachables_Test.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,LeadPPM,CadmiumPPM,ArsenicPPM,AlkalinityMlHCl
Example:
GLASS-VIAL-2026-001,0.8,0.05,0.05,1.2
— WHY IS THIS NEEDED?
Glass containers (vials, ampoules, cartridges) contact the drug product.
• Glass can leach metal ions and alkali, especially during sterilization and storage.
• USP <660> and Ph. Eur. 3.2.1 classify glass into Types I, II, III, NP based on hydrolytic resistance.
• Type I (borosilicate) is the most inert, used for parenteral products.
• Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace Pb, Cd, As in water extract.
• Titration determines the amount of released alkali (hydrolysis of silicate network).
⚠️ CRITICAL:
• Alkalinity ≤10.0 mL 0.01M HCl — criterion for Type I Glass compliance (Powdered Glass Test).
• Lead, Cadmium, Arsenic are toxic elements; their leaching must be minimal.
• Glass degradation ("delamination") can lead to visible particles in the product.
• Control is necessary for each batch of primary packaging.
Key features:
• Assessment of glass hydrolytic resistance.
• Control of toxic metal impurities in the extract.
• Compliance with USP <660> and Ph. Eur. 3.2.1 requirements.
Critical parameters:
• Lead: ≤5.0 ppm
• Cadmium: ≤0.5 ppm
• Arsenic: ≤0.5 ppm
• Alkalinity (Hydrolytic Resistance): ≤10.0 mL 0.01M HCl
💡 Usage tips:
1. For Powdered Glass Test, use glass fraction 300-500 µm.
2. Perform extraction in autoclave at 121°C for 30 minutes.
3. For alkalinity determination, use precise titration with 0.01M HCl and indicator (methyl red).
4. For metal determination, use Graphite Furnace AAS (GFAAS) on MGA-1000 for high sensitivity.
5. If glass fails Powdered Glass Test, it cannot be classified as Type I.
⚠️ Note: Leaching depends on surface area contact. Powdered Glass Test is accelerated and stricter than Water Attack at 121°C test, which is applied to finished containers.input.csv
BatchNumber,Pb_ppm,Cd_ppm,As_ppm,Alkalinity_mL_HCl GLASS-VIAL-2026-001,0.8,0.05,0.05,1.2 GLASS-AMP-2026-002,1.2,0.10,0.10,2.5 GLASS-FAIL-2026-003,6.0,0.80,0.70,15.0
Utility description
AAS Glass Leachables Test — Evaluation of Leachables from Glass Containers
ℹ️ Utility checks critical quality parameters of glass containers (USP <660> / Ph. Eur. 3.2.1):
• Lead (Pb): ≤5.0 ppm (in extract)
• Cadmium (Cd): ≤0.5 ppm (in extract)
• Arsenic (As): ≤0.5 ppm (in extract)
• Alkalinity (Hydrolytic Resistance): ≤10.0 mL 0.01M HCl (for Type I Glass)
⚠️ CRITICAL: High alkalinity (>10.0 mL) → glass does not meet Type I criteria!
Risk of product pH shift and precipitate formation (glass flakes).
Usage:
AAS_Glass_Leachables_Test.exe → demo mode (console output)
AAS_Glass_Leachables_Test.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,LeadPPM,CadmiumPPM,ArsenicPPM,AlkalinityMlHCl
Example:
GLASS-VIAL-2026-001,0.8,0.05,0.05,1.2
— WHY IS THIS NEEDED?
Glass containers (vials, ampoules, cartridges) contact the drug product.
• Glass can leach metal ions and alkali, especially during sterilization and storage.
• USP <660> and Ph. Eur. 3.2.1 classify glass into Types I, II, III, NP based on hydrolytic resistance.
• Type I (borosilicate) is the most inert, used for parenteral products.
• Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace Pb, Cd, As in water extract.
• Titration determines the amount of released alkali (hydrolysis of silicate network).
⚠️ CRITICAL:
• Alkalinity ≤10.0 mL 0.01M HCl — criterion for Type I Glass compliance (Powdered Glass Test).
• Lead, Cadmium, Arsenic are toxic elements; their leaching must be minimal.
• Glass degradation ("delamination") can lead to visible particles in the product.
• Control is necessary for each batch of primary packaging.
Key features:
• Assessment of glass hydrolytic resistance.
• Control of toxic metal impurities in the extract.
• Compliance with USP <660> and Ph. Eur. 3.2.1 requirements.
Critical parameters:
• Lead: ≤5.0 ppm
• Cadmium: ≤0.5 ppm
• Arsenic: ≤0.5 ppm
• Alkalinity (Hydrolytic Resistance): ≤10.0 mL 0.01M HCl
💡 Usage tips:
1. For Powdered Glass Test, use glass fraction 300-500 µm.
2. Perform extraction in autoclave at 121°C for 30 minutes.
3. For alkalinity determination, use precise titration with 0.01M HCl and indicator (methyl red).
4. For metal determination, use Graphite Furnace AAS (GFAAS) on MGA-1000 for high sensitivity.
5. If glass fails Powdered Glass Test, it cannot be classified as Type I.
⚠️ Note: Leaching depends on surface area contact. Powdered Glass Test is accelerated and stricter than Water Attack at 121°C test, which is applied to finished containers.URS & FS — User Requirements and Functional Specification
This document describes the controlled interface, user requirements and functional behaviour of AAS_Glass_Leachables_Test. The utility is intended for automated verification of laboratory, pharmacopoeial, analytical or manufacturing QC parameters using input.csv and producing a structured output.json result.
Domain limits and critical parameters
- • Glass can leach metal ions and alkali, especially during sterilization and storage.
- • USP <660> and Ph. Eur. 3.2.1 classify glass into Types I, II, III, NP based on hydrolytic resistance.
- • Type I (borosilicate) is the most inert, used for parenteral products.
- • Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace Pb, Cd, As in water extract.
- • Titration determines the amount of released alkali (hydrolysis of silicate network).
- • Alkalinity ≤10.0 mL 0.01M HCl — criterion for Type I Glass compliance (Powdered Glass Test).
- • Lead, Cadmium, Arsenic are toxic elements; their leaching must be minimal.
- • Glass degradation ("delamination") can lead to visible particles in the product.
- • Control is necessary for each batch of primary packaging.
- • Assessment of glass hydrolytic resistance.
- • Control of toxic metal impurities in the extract.
- • Compliance with USP <660> and Ph. Eur. 3.2.1 requirements.
- • Lead: ≤5.0 ppm
- • Cadmium: ≤0.5 ppm
- • Arsenic: ≤0.5 ppm
- • Alkalinity (Hydrolytic Resistance): ≤10.0 mL 0.01M HCl
URS — User Requirements Specification
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept an input.csv file with exact headers defined in the data contract. | High | The file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for AAS Glass Leachables Test using input values, approved limits and domain rules. | High | Each row receives a PASS / WARNING / FAIL status. |
| URS-003 | The utility shall validate mandatory fields, data types, numeric ranges, units and domain plausibility. | High | Schema, format and conversion errors are explicitly reported. |
| URS-004 | The utility shall identify critical deviations for parameters stated in the method description and specification. | High | A critical deviation causes FAIL or a dedicated 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, QA/QC review and archival. |
| URS-006 | The result shall not depend on machine learning or undocumented heuristics. | Medium | All decisions are based on explicit rules, thresholds and input values. |
| URS-007 | The system shall preserve traceability between batch/sample, input data, applied rules and final status. | High | The output contains the batch/sample identifier and checked parameters. |
| URS-008 | The documentation shall support IQ/OQ/PQ preparation and inspection discussion. | Medium | URS, FS, CSV/JSON contract and test scenarios are supplied with the utility. |
| URS-009 | The utility shall support batch processing of multiple input.csv rows. | Medium | Each row is evaluated independently; errors in one row do not mask errors in others. |
| URS-010 | The utility shall support a simple operating model: demo mode and execution with input/output files. | Medium | The CLI scenario is reproducible in test and production environments. |
input.csv contract
| # | Field | Type | Sample | Purpose |
|---|---|---|---|---|
| 1 | BatchNumber | string | GLASS-VIAL-2026-001 | Batch or lot identifier used for traceability, review and deviation investigation. |
| 2 | Pb_ppm | decimal | 0.8 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 3 | Cd_ppm | decimal | 0.05 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 4 | As_ppm | decimal | 0.05 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 5 | Alkalinity_mL_HCl | string / decimal | 1.2 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
BatchNumber,Pb_ppm,Cd_ppm,As_ppm,Alkalinity_mL_HCl GLASS-VIAL-2026-001,0.8,0.05,0.05,1.2 GLASS-AMP-2026-002,1.2,0.10,0.10,2.5 GLASS-FAIL-2026-003,6.0,0.80,0.70,15.0
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, column count, critical missing values and row structure. |
| 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 AAS Glass Leachables Test, including 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/PQ preparation. |
| FS-008 | Integration contract | Support the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, and the portal displays description and documentation. |
| FS-009 | Error handling | Report errors unambiguously and do not substitute missing values with calculated values unless the rule is explicitly defined. |
| FS-010 | Version control support | Document the utility version, input contract, executable checksum and rule application date. |
Example output.json
{
"utilityId": "aas-glass-leachables-test",
"utilityName": "AAS_Glass_Leachables_Test",
"overallStatus": "PASS|WARNING|FAIL",
"sourceFile": "input.csv",
"checks": [
{
"parameter": "BatchNumber",
"value": "GLASS-VIAL-2026-001",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Pb_ppm",
"value": "0.8",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Cd_ppm",
"value": "0.05",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "As_ppm",
"value": "0.05",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Alkalinity_mL_HCl",
"value": "1.2",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
}
],
"criticalFindings": [],
"warnings": [],
"generatedFor": "QA/QC review and LIMS integration"
}
Traceability matrix
| URS | FS | OQ/PQ coverage |
|---|---|---|
| URS-001, URS-003 | FS-001, FS-002, FS-003 | OQ-001/OQ-002/OQ-003 |
| URS-002, URS-004 | FS-004, FS-005 | OQ-004/PQ-001 |
| URS-005, URS-007 | FS-006, FS-007 | OQ-005/PQ-002 |
| URS-008, URS-010 | FS-008, FS-010 | IQ-001/OQ-006 |
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. |
| OQ-005 | Multiple rows with different statuses | Independent row-level evaluation. |
| PQ-001 | User real batch/sample | Reviewed result with retained input/output files. |
QA/QC and change control
- Do not rename columns without updating the validator, documentation and test set.
- Retain
input.csv,output.json, executable version, documentation and checksum. - Before production use, perform IQ/OQ/PQ or equivalent CSV/CSA verification.
- Critical limits must be verified against the approved specification, local SOPs and registration dossier.
Included in packages
Lumex QC Suite
A single Lumex package combining the former Lumex and Lumex2 sets: instrumental and general pharmaceutical QC, AAS/ICP, CE, HPLC, NIR/PAT, stability, dissolution, content uniformity, system suitability and statistical 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.
OpenToxicology QC Suite
QC utility package for toxicologically relevant risks: genotoxic impurities, residual solvents, elemental impurities, heavy metals, mercury, mycotoxins, pesticides, extractables/leachables and degradation impurities.
Open