ChargeVariantCEQualityChecker

Charge Variant CE

LabEx laboratory QC CSV→JSON URS & FS chromatography utilities / cleanroom
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Charge Variant CE Quality Checker — Analysis of Monoclonal Antibody Charge Variants (CE-cIEF)

ℹ️  Utility checks critical parameters of charge variant distribution:
   • Acidic Variants: ≤15.0%
   • Main Variant: ≥70.0%
   • Basic Variants: ≤20.0%
   • Acidic/Basic Ratio: 0.5–1.5

⚠️  CRITICAL: High level of acidic variants (>15%) indicates deamidation!
   Charge profile changes affect Fc-receptor binding and clearance.

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

Input format:
BatchNumber,AcidicVariantsPercent,MainVariantPercent,BasicVariantsPercent,AcidicBasicRatio

Example:
 MAB-CHV-2026-001,12.0,75.0,13.0,0.92

— WHY IS THIS NEEDED?
Monoclonal antibodies are charge-heterogeneous due to post-translational modifications.
• Capillary Isoelectric Focusing (cIEF) is the gold standard for separating these variants.
• Acidic variants often result from asparagine deamidation or glycation.
• Basic variants are often associated with C-terminal lysine on heavy chains.
• Charge variant profile is a Critical Quality Attribute (CQA) affecting pharmacokinetics (PK) and efficacy.
• USP <1053> and Ph. Eur. 2.2.47 describe capillary electrophoresis methods for proteins.

⚠️  CRITICAL:
• Deamidation (acidic peaks) can reduce drug potency.
• Presence of C-terminal lysine (basic peaks) can affect antigen binding.
• Profile must be consistent from batch to batch.
• Method requires high reproducibility of pH gradient in the capillary.

Key features:
• Assessment of mAb acidity/basicity profile.
• Control of specific modifications (deamidation, lysine clipping).
• Compliance with USP <1053> and Ph. Eur. 2.2.47 requirements.

Critical parameters:
• Acidic Variants: <= 15.0%
• Main Variant: >= 70.0%
• Basic Variants: <= 20.0%
• Acidic/Basic Ratio: 0.5-1.5

💡 Usage tips:
1. Use high-resolution ampholytes to create a stable pH gradient.
2. Perform sample pretreatment (dialysis/dilution) to remove salts.
3. Calibrate system using standard proteins with known pI.
4. Monitor migration time drift as an indicator of capillary condition.
5. Compare profiles with the reference standard of the specific molecule.

⚠️ Note: Unlike SEC-HPLC, which separates by size, cIEF separates by isoelectric point (pI), allowing detection of even point charge changes that do not affect molecule size.

input.csv

BatchNumber,Acidic%,Main%,Basic%,Ratio
MAB-CHV-2026-001,12.0,75.0,13.0,0.92
MAB-CHV-2026-002,14.5,72.0,13.5,1.07
MAB-FAIL-DEAMID,25.0,60.0,15.0,1.66

URS & FS — Charge Variant CE

This document describes the user requirements and functional specification for ChargeVariantCEQualityChecker. The utility is intended for QC laboratory use as a rule-based check of data prepared from an instrument, LIMS, ELN, MES or an approved input.csv.

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept input.csv with approved columns: BatchNumber, Acidic%, Main%, Basic%, Ratio.HighThe CSV file is processed without manual header editing.
URS-002The utility shall perform deterministic evaluation for “Charge Variant CE” without machine learning.HighThe same input data produce the same JSON result.
URS-003The utility shall validate mandatory fields, numeric formats, flags, ranges and domain plausibility.HighSchema and conversion errors are explicitly reported.
URS-004The utility shall generate output.json with PASS / WARNING / FAIL statuses, source values, warnings and failures.HighThe JSON result is suitable for review, deviation investigation and integration.
URS-005The documentation shall support IQ/OQ/PQ or CSV/CSA verification.MediumURS/FS, CSV/JSON contract and test scenarios are supplied with the utility.

input.csv contract

#FieldSamplePurpose
1BatchNumberMAB-CHV-2026-001Input parameter for deterministic QC evaluation.
2Acidic%12.0Input parameter for deterministic QC evaluation.
3Main%75.0Input parameter for deterministic QC evaluation.
4Basic%13.0Input parameter for deterministic QC evaluation.
5Ratio0.92Input parameter for deterministic QC evaluation.

FS — Functional Specification

IDFunctionImplementation
FS-001CSV importRead input.csv; validate header, column count and encoding.
FS-002Schema validationCheck required fields and permitted input values.
FS-003Rule engineApply domain rules, limits and system suitability/specification checks described in the source utility description.
FS-004Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-005JSON exportWrite machine-readable output.json for LIMS/ELN/MES and QA/QC review.

OQ/PQ scenarios

  • OQ-001: a valid sample row shall be processed without schema error.
  • OQ-002: a missing mandatory column shall produce a schema error.
  • OQ-003: a non-numeric value in a numeric field shall produce a conversion error.
  • OQ-004: a critical parameter outside the limit shall produce FAIL or a critical finding.
  • PQ-001: user real batches shall be checked with retention of input.csv, output.json, utility version and checksum.

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