Fluorat_B_Complex_Vitamins

Fluorat B-Complex Vitamins

Lumex QC URS & FS input.csv output.json rule-based LIMS-ready Fluorat
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Utility description: Fluorat B-Complex Vitamins

Fluorat B-Complex Vitamins — Analysis of B-Group Vitamins by Fluorometry

ℹ️  Utility checks critical parameters of water-soluble vitamin content:
   • Vitamin B2 (Riboflavin): 90–110% of Label Claim
   • Vitamin B6 (Pyridoxine): 90–110% of Label Claim
   • Vitamin B1 (Thiamine): 90–110% of Label Claim
   • Background Fluorescence: <10.0 a.u. (purity control)

⚠️  CRITICAL: High background fluorescence → contamination of samples or glassware!
   Light instability of vitamins requires strict control of analysis conditions.

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

Input format:
BatchNumber,VitaminB2_mg_L,VitaminB6_mg_L,VitaminB1_mg_L,BackgroundIntensity

Example:
 FLUOR-B-2026-001,5.2,4.8,5.1,2.5

— WHY IS THIS NEEDED?
B-group vitamins are key components of multivitamin preparations and supplements.
• Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization.
• Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1).
• Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy.
• Background control is necessary to exclude interference from impurities in solvents or cuvette materials.

⚠️  CRITICAL:
• B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light.
• Solution pH strongly affects fluorescence intensity. Buffering is required.
• Fluorescence quenching may occur in the presence of heavy metals or oxygen.
• Calibration must be performed using fresh standard solutions.

Key features:
• High-sensitivity determination of riboflavin and other B vitamins.
• Analysis quality control via background fluorescence parameter.
• Support for Lumex Fluorat fluorometer data.

Critical parameters:
• Vitamin B2: 90-110% LC
• Vitamin B6: 90-110% LC
• Vitamin B1: 90-110% LC
• Background: <10.0 a.u.

💡 Usage tips:
1. Use high-quality quartz cuvettes, thoroughly cleaned from organic contaminants.
2. For B1 and B6 determination, strictly follow the derivatization procedure if provided.
3. Degas solutions to remove oxygen if it causes fluorescence quenching.
4. Check signal stability over time (photodegradation in the cuvette).
5. Store standard and working solutions in dark glassware at low temperature.

⚠️ Note: Riboflavin fluorescence depends on temperature and solution viscosity. Thermostating the cuvette compartment improves result reproducibility.

input.csv

BatchNumber,B2_mg_L,B6_mg_L,B1_mg_L,Background_Intensity
FLUOR-B-2026-001,5.2,4.8,5.1,2.5
FLUOR-B-2026-002,5.0,5.0,5.0,3.0
FLUOR-FAIL-2026-003,4.0,6.5,4.2,15.0

Utility description

Fluorat B-Complex Vitamins — Analysis of B-Group Vitamins by Fluorometry

ℹ️  Utility checks critical parameters of water-soluble vitamin content:
   • Vitamin B2 (Riboflavin): 90–110% of Label Claim
   • Vitamin B6 (Pyridoxine): 90–110% of Label Claim
   • Vitamin B1 (Thiamine): 90–110% of Label Claim
   • Background Fluorescence: <10.0 a.u. (purity control)

⚠️  CRITICAL: High background fluorescence → contamination of samples or glassware!
   Light instability of vitamins requires strict control of analysis conditions.

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

Input format:
BatchNumber,VitaminB2_mg_L,VitaminB6_mg_L,VitaminB1_mg_L,BackgroundIntensity

Example:
 FLUOR-B-2026-001,5.2,4.8,5.1,2.5

— WHY IS THIS NEEDED?
B-group vitamins are key components of multivitamin preparations and supplements.
• Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization.
• Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1).
• Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy.
• Background control is necessary to exclude interference from impurities in solvents or cuvette materials.

⚠️  CRITICAL:
• B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light.
• Solution pH strongly affects fluorescence intensity. Buffering is required.
• Fluorescence quenching may occur in the presence of heavy metals or oxygen.
• Calibration must be performed using fresh standard solutions.

Key features:
• High-sensitivity determination of riboflavin and other B vitamins.
• Analysis quality control via background fluorescence parameter.
• Support for Lumex Fluorat fluorometer data.

Critical parameters:
• Vitamin B2: 90-110% LC
• Vitamin B6: 90-110% LC
• Vitamin B1: 90-110% LC
• Background: <10.0 a.u.

💡 Usage tips:
1. Use high-quality quartz cuvettes, thoroughly cleaned from organic contaminants.
2. For B1 and B6 determination, strictly follow the derivatization procedure if provided.
3. Degas solutions to remove oxygen if it causes fluorescence quenching.
4. Check signal stability over time (photodegradation in the cuvette).
5. Store standard and working solutions in dark glassware at low temperature.

⚠️ Note: Riboflavin fluorescence depends on temperature and solution viscosity. Thermostating the cuvette compartment improves result reproducibility.

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface, user requirements and functional behaviour of Fluorat_B_Complex_Vitamins. 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.
  • • Vitamin B2 (Riboflavin): 90–110% of Label Claim
  • • Vitamin B6 (Pyridoxine): 90–110% of Label Claim
  • • Vitamin B1 (Thiamine): 90–110% of Label Claim
  • • Background Fluorescence: <10.0 a.u. (purity control)
  • • Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization.
  • • Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1).
  • • Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy.
  • • Background control is necessary to exclude interference from impurities in solvents or cuvette materials.
  • • B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light.
  • • Solution pH strongly affects fluorescence intensity. Buffering is required.
  • • Fluorescence quenching may occur in the presence of heavy metals or oxygen.
  • • Calibration must be performed using fresh standard solutions.
  • • High-sensitivity determination of riboflavin and other B vitamins.
  • • Analysis quality control via background fluorescence parameter.
  • • Support for Lumex Fluorat fluorometer data.
  • • Vitamin B2: 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 Fluorat B-Complex Vitamins 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
1BatchNumberstringFLUOR-B-2026-001Batch or lot identifier used for traceability, review and deviation investigation.
2B2_mg_Lstring / decimal5.2Controlled input parameter used by deterministic QC rules and traceable result generation.
3B6_mg_Lstring / decimal4.8Controlled input parameter used by deterministic QC rules and traceable result generation.
4B1_mg_Lstring / decimal5.1Controlled input parameter used by deterministic QC rules and traceable result generation.
5Background_Intensitydecimal2.5Controlled input parameter used by deterministic QC rules and traceable result generation.
BatchNumber,B2_mg_L,B6_mg_L,B1_mg_L,Background_Intensity
FLUOR-B-2026-001,5.2,4.8,5.1,2.5
FLUOR-B-2026-002,5.0,5.0,5.0,3.0
FLUOR-FAIL-2026-003,4.0,6.5,4.2,15.0

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 Fluorat B-Complex Vitamins, 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": "fluorat-b-complex-vitamins",
  "utilityName": "Fluorat_B_Complex_Vitamins",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "FLUOR-B-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "B2_mg_L",
      "value": "5.2",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "B6_mg_L",
      "value": "4.8",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "B1_mg_L",
      "value": "5.1",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Background_Intensity",
      "value": "2.5",
      "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.

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