AAS_Microelements_Supplements

AAS Microelements Supplements

Lumex QC URS & FS input.csv output.json rule-based LIMS-ready AAS
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Utility description: AAS Microelements Supplements

AAS Microelements Supplements — Control of Microelements in Vitamin Complexes

ℹ️  Utility checks content of key microelements in supplements and drugs:
   • Zinc (Zn): 90–110% of Label Claim
   • Copper (Cu): 90–110% of Label Claim
   • Iron (Fe): 90–110% of Label Claim
   • Manganese (Mn): 90–110% of Label Claim
   • Selenium (Se): 90–110% of Label Claim

⚠️  CRITICAL: Deviation >10% → misbranding!
   Deficiency or excess of microelements is hazardous to consumer health.

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

Input format:
BatchNumber,ZincContent,CopperContent,IronContent,ManganeseContent,SeleniumContent

Example:
 SUPP-MULTI-2026-001,10.5,1.0,18.0,2.3,55.0

— WHY IS THIS NEEDED?
Vitamin-mineral complexes require precise dosing of all components.
• Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows high-precision determination of metals.
• Zinc, copper, iron, and manganese are determined in Flame Atomization (FAAS) mode.
• Selenium is difficult to determine in flame and often requires Graphite Furnace (GFAAS) or hydride generation.
• Content control is vital for confirming product efficacy and safety (especially for iron and selenium, toxic in high doses).

⚠️  CRITICAL:
• 90-110% tolerance — standard requirement for pharmaceutical forms and quality supplements.
• Iron may interfere with determination of other elements if wavelength selection is incorrect or spectral overlaps exist.
• Selenium requires special care during sample preparation due to volatility of some compounds.
• Complete sample mineralization (acid digestion) is mandatory before analysis.

Key features:
• Multi-element analysis (5 key microelements).
• Verification against Label Claim.
• Support for different atomization modes (flame/furnace).

Critical parameters:
• Zinc: 90-110% LC
• Copper: 90-110% LC
• Iron: 90-110% LC
• Manganese: 90-110% LC
• Selenium: 90-110% LC

💡 Usage tips:
1. Use air-acetylene flame for Zn, Cu, Fe, Mn.
2. Use graphite furnace with matrix modifier (e.g., palladium or nickel) for Se stabilization.
3. Calibrate instrument using standard solutions prepared in the same acid matrix as samples.
4. Use reagent blank for background correction.
5. Dilute samples if iron concentration is high to avoid calibration non-linearity.

⚠️ Note: In complex multivitamin matrices, chemical interferences are possible. Using lanthanum or strontium additives can help determine some elements if phosphates or silicates are present in the sample.

input.csv

BatchNumber,Zn_mg,Cu_mg,Fe_mg,Mn_mg,Se_mcg
SUPP-MULTI-2026-001,10.5,1.0,18.0,2.3,55.0
SUPP-MULTI-2026-002,10.0,0.95,17.5,2.2,53.0
SUPP-FAIL-LOW-003,8.0,0.5,15.0,1.8,40.0

Utility description

AAS Microelements Supplements — Control of Microelements in Vitamin Complexes

ℹ️  Utility checks content of key microelements in supplements and drugs:
   • Zinc (Zn): 90–110% of Label Claim
   • Copper (Cu): 90–110% of Label Claim
   • Iron (Fe): 90–110% of Label Claim
   • Manganese (Mn): 90–110% of Label Claim
   • Selenium (Se): 90–110% of Label Claim

⚠️  CRITICAL: Deviation >10% → misbranding!
   Deficiency or excess of microelements is hazardous to consumer health.

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

Input format:
BatchNumber,ZincContent,CopperContent,IronContent,ManganeseContent,SeleniumContent

Example:
 SUPP-MULTI-2026-001,10.5,1.0,18.0,2.3,55.0

— WHY IS THIS NEEDED?
Vitamin-mineral complexes require precise dosing of all components.
• Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows high-precision determination of metals.
• Zinc, copper, iron, and manganese are determined in Flame Atomization (FAAS) mode.
• Selenium is difficult to determine in flame and often requires Graphite Furnace (GFAAS) or hydride generation.
• Content control is vital for confirming product efficacy and safety (especially for iron and selenium, toxic in high doses).

⚠️  CRITICAL:
• 90-110% tolerance — standard requirement for pharmaceutical forms and quality supplements.
• Iron may interfere with determination of other elements if wavelength selection is incorrect or spectral overlaps exist.
• Selenium requires special care during sample preparation due to volatility of some compounds.
• Complete sample mineralization (acid digestion) is mandatory before analysis.

Key features:
• Multi-element analysis (5 key microelements).
• Verification against Label Claim.
• Support for different atomization modes (flame/furnace).

Critical parameters:
• Zinc: 90-110% LC
• Copper: 90-110% LC
• Iron: 90-110% LC
• Manganese: 90-110% LC
• Selenium: 90-110% LC

💡 Usage tips:
1. Use air-acetylene flame for Zn, Cu, Fe, Mn.
2. Use graphite furnace with matrix modifier (e.g., palladium or nickel) for Se stabilization.
3. Calibrate instrument using standard solutions prepared in the same acid matrix as samples.
4. Use reagent blank for background correction.
5. Dilute samples if iron concentration is high to avoid calibration non-linearity.

⚠️ Note: In complex multivitamin matrices, chemical interferences are possible. Using lanthanum or strontium additives can help determine some elements if phosphates or silicates are present in the sample.

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface, user requirements and functional behaviour of AAS_Microelements_Supplements. 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

Before production use, all limits must be verified against the approved specification, registration dossier, pharmacopoeial monograph, validated method and local SOPs.
  • • Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows high-precision determination of metals.
  • • Zinc, copper, iron, and manganese are determined in Flame Atomization (FAAS) mode.
  • • Selenium is difficult to determine in flame and often requires Graphite Furnace (GFAAS) or hydride generation.
  • • Content control is vital for confirming product efficacy and safety (especially for iron and selenium, toxic in high doses).
  • • 90-110% tolerance — standard requirement for pharmaceutical forms and quality supplements.
  • • Iron may interfere with determination of other elements if wavelength selection is incorrect or spectral overlaps exist.
  • • Selenium requires special care during sample preparation due to volatility of some compounds.
  • • Complete sample mineralization (acid digestion) is mandatory before analysis.
  • • Multi-element analysis (5 key microelements).
  • • Verification against Label Claim.
  • • Support for different atomization modes (flame/furnace).
  • • Zinc: 90-110% LC
  • • Copper: 90-110% LC
  • • Iron: 90-110% LC
  • • Manganese: 90-110% LC
  • • Selenium: 90-110% LC

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept an input.csv file with exact headers defined in the data contract.HighThe file is processed without manual header editing.
URS-002The utility shall perform deterministic evaluation for AAS Microelements Supplements using input values, approved limits and domain rules.HighEach row receives a PASS / WARNING / FAIL status.
URS-003The utility shall validate mandatory fields, data types, numeric ranges, units and domain plausibility.HighSchema, format and conversion errors are explicitly reported.
URS-004The utility shall identify critical deviations for parameters stated in the method description and specification.HighA critical deviation causes FAIL or a dedicated 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, QA/QC review and archival.
URS-006The result shall not depend on machine learning or undocumented heuristics.MediumAll decisions are based on explicit rules, thresholds and input values.
URS-007The system shall preserve traceability between batch/sample, input data, applied rules and final status.HighThe output contains the batch/sample identifier and checked parameters.
URS-008The documentation shall support IQ/OQ/PQ preparation and inspection discussion.MediumURS, FS, CSV/JSON contract and test scenarios are supplied with the utility.
URS-009The utility shall support batch processing of multiple input.csv rows.MediumEach row is evaluated independently; errors in one row do not mask errors in others.
URS-010The utility shall support a simple operating model: demo mode and execution with input/output files.MediumThe CLI scenario is reproducible in test and production environments.

input.csv contract

#FieldTypeSamplePurpose
1BatchNumberstringSUPP-MULTI-2026-001Batch or lot identifier used for traceability, review and deviation investigation.
2Zn_mginteger10.5Controlled input parameter used by deterministic QC rules and traceable result generation.
3Cu_mgstring / decimal1.0Controlled input parameter used by deterministic QC rules and traceable result generation.
4Fe_mgstring / decimal18.0Controlled input parameter used by deterministic QC rules and traceable result generation.
5Mn_mginteger2.3Controlled input parameter used by deterministic QC rules and traceable result generation.
6Se_mcgstring / decimal55.0Controlled input parameter used by deterministic QC rules and traceable result generation.
BatchNumber,Zn_mg,Cu_mg,Fe_mg,Mn_mg,Se_mcg
SUPP-MULTI-2026-001,10.5,1.0,18.0,2.3,55.0
SUPP-MULTI-2026-002,10.0,0.95,17.5,2.2,53.0
SUPP-FAIL-LOW-003,8.0,0.5,15.0,1.8,40.0

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, column count, critical missing values and row structure.
FS-003Type conversionConvert numeric, flag and text values; invalid formats are recorded as row-level errors.
FS-004Domain rule engineApply domain rules for AAS Microelements Supplements, including 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/PQ preparation.
FS-008Integration contractSupport the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, and the portal displays description and documentation.
FS-009Error handlingReport errors unambiguously and do not substitute missing values with calculated values unless the rule is explicitly defined.
FS-010Version control supportDocument the utility version, input contract, executable checksum and rule application date.

Example output.json

{
  "utilityId": "aas-microelements-supplements",
  "utilityName": "AAS_Microelements_Supplements",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "SUPP-MULTI-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Zn_mg",
      "value": "10.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Cu_mg",
      "value": "1.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Fe_mg",
      "value": "18.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Mn_mg",
      "value": "2.3",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Se_mcg",
      "value": "55.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    }
  ],
  "criticalFindings": [],
  "warnings": [],
  "generatedFor": "QA/QC review and LIMS integration"
}

Traceability matrix

URSFSOQ/PQ coverage
URS-001, URS-003FS-001, FS-002, FS-003OQ-001/OQ-002/OQ-003
URS-002, URS-004FS-004, FS-005OQ-004/PQ-001
URS-005, URS-007FS-006, FS-007OQ-005/PQ-002
URS-008, URS-010FS-008, FS-010IQ-001/OQ-006

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.
OQ-005Multiple rows with different statusesIndependent row-level evaluation.
PQ-001User real batch/sampleReviewed 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.

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Radiology QC Suite

QC package for radiology and diagnostic imaging: radiopharmaceuticals, PET/SPECT, contrast media, iodinated and gadolinium products, plus particle, sterility and endotoxin checks.

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