AlogliptinMetformin_Dpp4MetforminFDCQualityChecker

Alogliptin/Metformin DPP

CSV→JSON Diabetes Endocrinology FDC Metabolic MissingAPI Obesity P2
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Alogliptin/Metformin DPP-4/Metformin FDC Quality Checker — Combination Antidiabetic Product Quality Control

ℹ️ Utility checks critical parameters of alogliptin and metformin combination:
• Alogliptin Assay: 90.0–110.0%
• Metformin Assay: 90.0–110.0%
• Alogliptin Impurities: ≤0.5%
• Metformin Impurities: ≤0.5%
• Total Impurities: ≤1.0%
• Dissolution of each component: ≥85% (Q)
• Loss on Drying: ≤5.0%
• Heavy Metals: ≤20 ppm

⚠️ CRITICAL: Violation of content of any component reduces hypoglycemic effect.
Metformin is hygroscopic — moisture control is critical.

Usage:
AlogliptinMetformin_Dpp4MetforminFDCQualityChecker.exe → demo mode
AlogliptinMetformin_Dpp4MetforminFDCQualityChecker.exe input.csv output.json → evaluate data

Input format:
BatchNumber,AlogliptinAssayPercent,MetforminAssayPercent,AlogliptinImpurityPercent,MetforminImpurityPercent,TotalImpuritiesPercent,DissolutionAlogliptinPercent,DissolutionMetforminPercent,LossOnDryingPercent,HeavyMetalsPPM

Example:
ALO-MET-2026-001,100.2,99.8,0.15,0.10,0.35,94.0,96.5,2.5,5.0

— WHY IS THIS NEEDED?
Alogliptin (DPP-4 inhibitor) and metformin (biguanide) combination is used for type 2 diabetes treatment:
• Alogliptin increases incretin levels, stimulating insulin secretion
• Metformin reduces liver glucose production and increases insulin sensitivity
• Synergistic effect allows better glycemic control
• Metformin hydrochloride is hygroscopic, requiring strict moisture control

⚠️ CRITICAL:
• Assay 90.0–110.0% for each component — ensures therapeutic efficacy
• Impurities ≤0.5% for each component — degradation and synthesis products
• Total Impurities ≤1.0% — overall purity indicator of combination
• Dissolution ≥85% for each component — ensures bioavailability
• Loss on Drying ≤5.0% — critical due to metformin hygroscopicity
• Heavy Metals ≤20 ppm — drug safety

Key features:
• Simultaneous check of two active substances with different mechanisms of action
• Individual impurity control for each component
• Dissolution testing for both components (critical for bioequivalence)
• Moisture control as stability factor for metformin

Critical parameters:
• Alogliptin Assay: 90.0–110.0%
• Metformin Assay: 90.0–110.0%
• Alogliptin Impurities: ≤0.5%
• Metformin Impurities: ≤0.5%
• Total Impurities: ≤1.0%
• Dissolution (each): ≥85% (Q)
• Loss on Drying: ≤5.0%
• Heavy Metals: ≤20 ppm

💡 Usage tips:
1. Assay determined by HPLC with UV detection
2. Impurities controlled by specific HPLC methods for each component
3. Dissolution tested according to USP <711>
4. Loss on drying determined thermogravimetrically
5. Store in airtight packaging due to metformin hygroscopicity
6. If deviations detected, check stability of each component separately

⚠️ Note: Combination products require special attention to component interactions. Metformin may affect alogliptin stability in humid environments. Moisture control is critical to prevent hydrolysis and ensure powder flowability during compression.

input.csv

BatchNumber,AlogliptinAssayPercent,MetforminAssayPercent,AlogliptinImpurityPercent,MetforminImpurityPercent,TotalImpuritiesPercent,DissolutionAlogliptinPercent,DissolutionMetforminPercent,LossOnDryingPercent,HeavyMetalsPPM
ALO-MET-2026-001,100.2,99.8,0.15,0.10,0.35,94.0,96.5,2.5,5.0
ALO-MET-2026-002,98.5,101.0,0.20,0.15,0.45,92.0,95.0,3.0,8.0

AlogliptinMetformin_Dpp4MetforminFDCQualityChecker — Documentation

Bilingual RU/EN URS & FS. Source: input.csv and *.description.txt. Package folder: Diabetes QC Suite.
Utility
AlogliptinMetformin_Dpp4MetforminFDCQualityChecker
Package
Diabetes QC Suite
CSV fields
10
Interface
CSV → JSON

Utility description

Alogliptin/Metformin DPP-4/Metformin FDC Quality Checker — Combination Antidiabetic Product Quality Control

ℹ️  Utility checks critical parameters of alogliptin and metformin combination:
    • Alogliptin Assay: 90.0–110.0%
    • Metformin Assay: 90.0–110.0%
    • Alogliptin Impurities: ≤0.5%
    • Metformin Impurities: ≤0.5%
    • Total Impurities: ≤1.0%
    • Dissolution of each component: ≥85% (Q)
    • Loss on Drying: ≤5.0%
    • Heavy Metals: ≤20 ppm

⚠️  CRITICAL: Violation of content of any component reduces hypoglycemic effect.
    Metformin is hygroscopic — moisture control is critical.

Usage:
  AlogliptinMetformin_Dpp4MetforminFDCQualityChecker.exe                            → demo mode
  AlogliptinMetformin_Dpp4MetforminFDCQualityChecker.exe input.csv output.json      → evaluate data

Input format:
BatchNumber,AlogliptinAssayPercent,MetforminAssayPercent,AlogliptinImpurityPercent,MetforminImpurityPercent,TotalImpuritiesPercent,DissolutionAlogliptinPercent,DissolutionMetforminPercent,LossOnDryingPercent,HeavyMetalsPPM

Example:
  ALO-MET-2026-001,100.2,99.8,0.15,0.10,0.35,94.0,96.5,2.5,5.0

— WHY IS THIS NEEDED?
Alogliptin (DPP-4 inhibitor) and metformin (biguanide) combination is used for type 2 diabetes treatment:
• Alogliptin increases incretin levels, stimulating insulin secretion
• Metformin reduces liver glucose production and increases insulin sensitivity
• Synergistic effect allows better glycemic control
• Metformin hydrochloride is hygroscopic, requiring strict moisture control

⚠️  CRITICAL:
• Assay 90.0–110.0% for each component — ensures therapeutic efficacy
• Impurities ≤0.5% for each component — degradation and synthesis products
• Total Impurities ≤1.0% — overall purity indicator of combination
• Dissolution ≥85% for each component — ensures bioavailability
• Loss on Drying ≤5.0% — critical due to metformin hygroscopicity
• Heavy Metals ≤20 ppm — drug safety

Key features:
• Simultaneous check of two active substances with different mechanisms of action
• Individual impurity control for each component
• Dissolution testing for both components (critical for bioequivalence)
• Moisture control as stability factor for metformin

Critical parameters:
• Alogliptin Assay: 90.0–110.0%
• Metformin Assay: 90.0–110.0%
• Alogliptin Impurities: ≤0.5%
• Metformin Impurities: ≤0.5%
• Total Impurities: ≤1.0%
• Dissolution (each): ≥85% (Q)
• Loss on Drying: ≤5.0%
• Heavy Metals: ≤20 ppm

💡 Usage tips:
1. Assay determined by HPLC with UV detection
2. Impurities controlled by specific HPLC methods for each component
3. Dissolution tested according to USP <711>
4. Loss on drying determined thermogravimetrically
5. Store in airtight packaging due to metformin hygroscopicity
6. If deviations detected, check stability of each component separately

⚠️ Note: Combination products require special attention to component interactions. Metformin may affect alogliptin stability in humid environments. Moisture control is critical to prevent hydrolysis and ensure powder flowability during compression.

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of AlogliptinMetformin_Dpp4MetforminFDCQualityChecker for Alogliptin/Metformin DPP.

Portal packages

Diabetes QC Suite, Endocrinology QC Suite, Global/API coverage extension, LabEx QC laboratory utilities, Lumex QC instrument utilities, World API/FDC extension

CSV→JSONDiabetesEndocrinologyFDCMetabolicMissingAPIObesityQCURS & FSP2

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 alogliptin and metformin combination:
  • • Alogliptin Assay: 90.0–110.0%
  • • Metformin Assay: 90.0–110.0%
  • • Alogliptin Impurities: ≤0.5%
  • • Metformin Impurities: ≤0.5%
  • • Total Impurities: ≤1.0%
  • • Dissolution of each component: ≥85% (Q)
  • • Loss on Drying: ≤5.0%
  • • Heavy Metals: ≤20 ppm
  • ⚠️ CRITICAL: Violation of content of any component reduces hypoglycemic effect.
  • Metformin is hygroscopic — moisture control is critical.
  • BatchNumber,AlogliptinAssayPercent,MetforminAssayPercent,AlogliptinImpurityPercent,MetforminImpurityPercent,TotalImpuritiesPercent,DissolutionAlogliptinPercent,DissolutionMetforminPercent,LossOnDryingPercent,HeavyMetalsPPM
  • ⚠️ CRITICAL:
  • • Assay 90.0–110.0% for each component — ensures therapeutic efficacy
  • • Impurities ≤0.5% for each component — degradation and synthesis products
  • • Total Impurities ≤1.0% — overall purity indicator of combination
  • • Dissolution ≥85% for each component — ensures bioavailability
  • • Loss on Drying ≤5.0% — critical due to metformin hygroscopicity

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept an input.csv file for Alogliptin/Metformin DPP with headers defined in the data contract.HighThe file is processed without manual header editing.
URS-002The utility shall perform deterministic QC evaluation without machine learning and without probabilistic conformance decisions.HighIdentical input data, rule version and configuration produce reproducible results.
URS-003The utility shall validate mandatory fields, data types, ranges, units and domain plausibility.HighSchema, conversion and range errors are explicitly reported.
URS-004The utility shall apply domain limits and rules from the description, approved specification, registration dossier and local SOPs.HighEach check has PASS/WARNING/FAIL and a clear message.
URS-005The utility shall generate output.json with machine-readable results, source values, warnings, failures and critical findings.HighJSON is suitable for LIMS/ELN/MES integration and QA/QC review.
URS-006The utility shall preserve traceability between batch/sample, input file, applied rules and final status.HighOutput contains identifiers, checked parameters and audit metadata.
URS-007The documentation shall support IQ/OQ/PQ, CSV/CSA and review by internal QA or inspectors.MediumURS, FS, input/output contract and test scenarios are supplied with the utility.
URS-008The utility shall be used as a QC decision-support tool and not as a substitute for approved specifications and QA/QP release decision.MediumDocumentation states change control and limit-verification expectations.

input.csv contract

#FieldTypeSamplePurpose
1BatchNumberstring / controlled vocabularyALO-MET-2026-001Batch or lot identifier used for traceability.
2AlogliptinAssayPercentdecimal100.2Quantitative content/potency; critical release parameter.
3MetforminAssayPercentdecimal99.8Quantitative content/potency; critical release parameter.
4AlogliptinImpurityPercentdecimal0.15Impurity/related-substance parameter; purity and degradation control.
5MetforminImpurityPercentdecimal0.10Impurity/related-substance parameter; purity and degradation control.
6TotalImpuritiesPercentdecimal0.35Impurity/related-substance parameter; purity and degradation control.
7DissolutionAlogliptinPercentdecimal94.0Dissolution/release parameter relevant to bioavailability and batch quality.
8DissolutionMetforminPercentdecimal96.5Dissolution/release parameter relevant to bioavailability and batch quality.
9LossOnDryingPercentdecimal2.5Controlled input parameter for deterministic QC rules.
10HeavyMetalsPPMdecimal5.0Elemental impurity/metal parameter relevant to safety.
BatchNumber,AlogliptinAssayPercent,MetforminAssayPercent,AlogliptinImpurityPercent,MetforminImpurityPercent,TotalImpuritiesPercent,DissolutionAlogliptinPercent,DissolutionMetforminPercent,LossOnDryingPercent,HeavyMetalsPPM
ALO-MET-2026-001,100.2,99.8,0.15,0.10,0.35,94.0,96.5,2.5,5.0
ALO-MET-2026-002,98.5,101.0,0.20,0.15,0.45,92.0,95.0,3.0,8.0

Input validation rules

IDFieldRuleCriticality
VR-001BatchNumberThe field shall match an approved dictionary or accepted string representation.High
VR-002AlogliptinAssayPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.High
VR-003MetforminAssayPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.High
VR-004AlogliptinImpurityPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.High
VR-005MetforminImpurityPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.High
VR-006TotalImpuritiesPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.High
VR-007DissolutionAlogliptinPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.Medium
VR-008DissolutionMetforminPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.Medium
VR-009LossOnDryingPercentThe value shall be numeric, non-empty and domain-plausible for the approved specification.Medium
VR-010HeavyMetalsPPMThe value shall be numeric, non-empty and domain-plausible for the approved specification.Medium

FS — Functional Specification

IDFunctionImplementation
FS-001CLI executionSupport execution modes: demo mode without arguments and production mode input.csv output.json.
FS-002CSV importRead input.csv in UTF-8/CSV-compatible format and validate header and expected columns.
FS-003Schema validationCheck mandatory fields, column count, unknown key fields and empty mandatory values.
FS-004Type conversionConvert numeric, flag and text values; invalid format is recorded as a row-level error.
FS-005Domain rule engineApply rules for Alogliptin/Metformin DPP, including critical limits from the description and approved specification.
FS-006Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-007JSON exportWrite output.json with detailed checks, source values, warnings, failures and critical findings.
FS-008Audit supportKeep result structure suitable for review, deviation investigation and calculation reproduction.
FS-009Integration contractSupport the scenario LIMS/ELN/MES → input.csv → utility → output.json → portal/admin review.
FS-010Fallback mappingIf the combined utility is not deployed, use component checks: metformin-quality-checker, alogliptin-quality-checker plus generic Lumex/LabEx checks.
FS-011Error handlingReturn explicit messages for missing file, empty CSV, invalid schema, output write failure and invalid format.

Example output.json

{
  "utilityId": "alogliptin-metformin-dpp4-metformin-fdc-quality-checker",
  "utilityFolder": "AlogliptinMetformin_Dpp4MetforminFDCQualityChecker",
  "package": "Diabetes QC Suite",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "processedAtUtc": "2026-07-02T00:00:00Z",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "ALO-MET-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-001"
    },
    {
      "parameter": "AlogliptinAssayPercent",
      "value": "100.2",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-002"
    },
    {
      "parameter": "MetforminAssayPercent",
      "value": "99.8",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-003"
    },
    {
      "parameter": "AlogliptinImpurityPercent",
      "value": "0.15",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-004"
    },
    {
      "parameter": "MetforminImpurityPercent",
      "value": "0.10",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-005"
    },
    {
      "parameter": "TotalImpuritiesPercent",
      "value": "0.35",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-006"
    },
    {
      "parameter": "DissolutionAlogliptinPercent",
      "value": "94.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-007"
    },
    {
      "parameter": "DissolutionMetforminPercent",
      "value": "96.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-008"
    },
    {
      "parameter": "LossOnDryingPercent",
      "value": "2.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-009"
    },
    {
      "parameter": "HeavyMetalsPPM",
      "value": "5.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-010"
    }
  ],
  "criticalFindings": [],
  "warnings": [],
  "audit": {
    "inputHash": "sha256:<calculated at runtime>",
    "rulesVersion": "<utility executable version>",
    "documentation": "AlogliptinMetformin_Dpp4MetforminFDCQualityChecker.documentation.html"
  }
}

Traceability matrix

URSFSTestEvidence
URS-001FS-001, FS-002OQ-001Verify execution and import of valid input.csv.
URS-002FS-005, FS-006OQ-004Repeat the same dataset and compare output.json.
URS-003FS-003, FS-004, FS-011OQ-002, OQ-003Verify missing columns and invalid types.
URS-004FS-005, FS-006OQ-004, PQ-001Verify critical deviations on real/boundary data.
URS-005FS-007, FS-009OQ-005Verify JSON schema and downstream-system suitability.
URS-006FS-008OQ-006Verify identifiers and audit metadata.
URS-007FS-008, FS-011IQ-001, OQ-007Verify documentation completeness and control evidence.
URS-008FS-005, FS-008, FS-010PQ-002Verify review workflow and no replacement of QA decision.

IQ/OQ/PQ test scenarios

IDScenarioExpected result
IQ-001Verify executable, input.csv, documentation and checksum availability.Delivery set is complete; version is recorded.
OQ-001Valid sample row from input.csv.PASS or acceptable WARNING according to rules.
OQ-002Remove a mandatory CSV column.Schema error or FAIL with missing-column reference.
OQ-003Place a non-numeric value into a numeric field.Type-conversion error with row/field reference.
OQ-004Set a critical parameter outside the limit.FAIL and critical finding.
OQ-005Verify output.json structure.All mandatory sections are present and JSON is valid.
OQ-006Verify batch/sample traceability.Input and result identifiers match.
OQ-007Verify fallback/decomposition for combined APIs.Component checks are explicitly documented.
PQ-001Verify 3–5 real user batches/samples.Result is confirmed by QC/QA review.
PQ-002Verify deviation workflow and manual QA decision.Utility supports review but does not replace approved decision.

QA/QC and change control

  • Do not rename columns without updating validator, documentation 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 limits shall be verified against the approved specification, registration dossier and local SOPs.
  • For combination products, document whether the specialized FDC utility or fallback component checks were used.
  • The utility provides structured QC decision support; final release decision remains with QA/QP and approved procedures.

Included in packages

Diabetes QC Suite

QC package for diabetes medicines: insulins, metformin, SGLT2/DPP-4/GLP-1 products, glucagon and supporting dosage-form quality checks.

Open

Endocrinology QC Suite

QC package for endocrinology: thyroid, pituitary/peptide hormones, corticosteroids, sex hormones and selected metabolic medicines.

Open

Global API & Biosimilars QC Suite

Package for high-demand global APIs, generics and biosimilars, including fixed-dose combinations and biological products.

Open

World API Extension QC Suite

Extended package for 130 additional high-demand APIs and biological products prepared as a market-coverage backlog.

Open