PlasmaInputVolumeChecker

Plasma Input Volume

Liquid Biopsy жидкостная биопсия cfDNA ctDNA CTC exosomes NGS qPCR
Open selection

Utility description: Plasma Input Volume

Plasma Input Volume Checker — Plasma Volume Adequacy Verification for Liquid Biopsy

Performs calculation-based volume adequacy assessment per CAP/CLIA, FDA NGS liquid biopsy guidance, IVD instructions and Blood Profiling Atlas standards: volume parameters (available vs protocol minimum, effective volume after dead volume loss, optimal volume), genome equivalent calculation (GE = cfDNA_conc × effective_vol × GE_factor), theoretical achievable LOD (LOD = 3 / [GE × extraction_eff × lib_prep_eff] based on Poisson statistics), quality modifiers (hemolysis ≤50, lipemia ≤100, time to processing), and clinical context (recollection possibility, only-available-sample flag, priority). Four-tier classification: ADEQUATE / MARGINAL / INSUFFICIENT / CRITICAL_INSUFFICIENT.

⚠️ Critical: LOD is INVERSELY PROPORTIONAL to volume. 1 mL instead of 4 mL = 4× worse LOD. MRD (LOD 0.01%) typically requires ≥2–4 mL plasma. Kit dead volume (0.2–0.5 mL) significantly impacts small volumes. Hemolysis >50 reduces effective cfDNA yield by 20–40%. When re-collection is impossible, discuss alternative assay or adjusted reporting threshold with clinician. Use MEASURED cfDNA concentration, not assumed. Tool performs THEORETICAL CALCULATION; actual LOD must be empirically validated. Real sensitivity may be lower due to biological and technical variability.

input.csv

SampleID,PatientID,OrderedTest,ClinicalContext,PlasmaVolumeAvailable_mL,ProtocolMinVolume_mL,OptimalVolume_mL,DeadVolume_mL,EffectiveVolume_mL,TargetLOD_VAF_Percent,CfDNA_Concentration_ng_mL,GenomeEquivalents_PerML,ExtractionEfficiency_Percent,LibraryPrepEfficiency_Percent,HemolysisIndex,MaxHemolysisIndex,LipemiaIndex,MaxLipemiaIndex,SampleRecollect_Possible,TubeType,TimeToProcessing_Hours,MaxTimeToProcessing_Hours,Priority,IsOnlyAvailableSample
PV-2026-001,PAT-LUNG-042,MRD_Signatera,MRD,4.0,2.0,4.0,0.2,3.8,0.01,18.0,660,75,55,5,50,8,100,true,Streck,2.0,72,Routine,false
PV-2026-002,PAT-CRC-055,MRD_Signatera,MRD,1.0,2.0,4.0,0.2,0.8,0.01,12.0,660,70,50,15,50,12,100,false,EDTA,3.0,4,STAT,true
PV-2026-003,PAT-BRCA-061,Guardant360,Resistance,2.5,2.0,4.0,0.3,2.2,0.5,22.0,660,65,45,48,50,25,100,true,Streck,18.0,72,Routine,false

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of PlasmaInputVolumeChecker for Plasma Input Volume Checker.

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.
  • Performs calculation-based volume adequacy assessment per CAP/CLIA, FDA NGS liquid biopsy guidance, IVD instructions and Blood Profiling Atlas standards: volume parameters (available vs protocol minimum, effective volume after dead volume loss, optimal volume), genome equivalent calculation (GE = cfDNA_conc × effective_vol × GE_factor), theoretical achievable LOD (LOD = 3 / [GE × extraction_eff × lib_prep_eff] based on Poisson statistics), quality modifiers (hemolysis ≤50, lipemia ≤100, time to
  • ⚠️ Critical: LOD is INVERSELY PROPORTIONAL to volume. 1 mL instead of 4 mL = 4× worse LOD. MRD (LOD 0.01%) typically requires ≥2–4 mL plasma. Kit dead volume (0.2–0.5 mL) significantly impacts small volumes. Hemolysis >50 reduces effective cfDNA yield by 20–40%. When re-collection is impossible, discuss alternative assay or adjusted reporting threshold with clinician. Use MEASURED cfDNA concentration, not assumed. Tool performs THEORETICAL CALCULATION; actual LOD must be empirically validated. R

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept an input.csv file for Plasma Input Volume Checker 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
1SampleIDstring / controlled vocabularyPV-2026-001Sample or laboratory specimen identifier.
2PatientIDstring / controlled vocabularyPAT-LUNG-042Controlled input parameter for deterministic QC rules.
3OrderedTeststring / controlled vocabularyMRD_SignateraControlled input parameter for deterministic QC rules.
4ClinicalContextstring / controlled vocabularyMRDControlled input parameter for deterministic QC rules.
5PlasmaVolumeAvailable_mLdecimal4.0Volume/dose used for load, limit or release calculation.
6ProtocolMinVolume_mLdecimal2.0Volume/dose used for load, limit or release calculation.
7OptimalVolume_mLdecimal4.0Volume/dose used for load, limit or release calculation.
8DeadVolume_mLdecimal0.2Volume/dose used for load, limit or release calculation.
9EffectiveVolume_mLdecimal3.8Volume/dose used for load, limit or release calculation.
10TargetLOD_VAF_Percentdecimal0.01Controlled input parameter for deterministic QC rules.
11CfDNA_Concentration_ng_mLdecimal18.0Volume/dose used for load, limit or release calculation.
12GenomeEquivalents_PerMLdecimal660Controlled input parameter for deterministic QC rules.
13ExtractionEfficiency_Percentdecimal75Controlled input parameter for deterministic QC rules.
14LibraryPrepEfficiency_Percentdecimal55Controlled input parameter for deterministic QC rules.
15HemolysisIndexdecimal5Controlled input parameter for deterministic QC rules.
16MaxHemolysisIndexdecimal50Controlled input parameter for deterministic QC rules.
17LipemiaIndexdecimal8Controlled input parameter for deterministic QC rules.
18MaxLipemiaIndexdecimal100Controlled input parameter for deterministic QC rules.
19SampleRecollect_Possiblestring / controlled vocabularytrueSample or laboratory specimen identifier.
20TubeTypestring / controlled vocabularyStreckControlled input parameter for deterministic QC rules.
21TimeToProcessing_Hoursinteger / decimal2.0Time parameter for process, incubation, storage or analytical workflow.
22MaxTimeToProcessing_Hoursinteger / decimal72Time parameter for process, incubation, storage or analytical workflow.
23Prioritystring / controlled vocabularyRoutineControlled input parameter for deterministic QC rules.
24IsOnlyAvailableSamplestring / controlled vocabularyfalseSample or laboratory specimen identifier.
SampleID,PatientID,OrderedTest,ClinicalContext,PlasmaVolumeAvailable_mL,ProtocolMinVolume_mL,OptimalVolume_mL,DeadVolume_mL,EffectiveVolume_mL,TargetLOD_VAF_Percent,CfDNA_Concentration_ng_mL,GenomeEquivalents_PerML,ExtractionEfficiency_Percent,LibraryPrepEfficiency_Percent,HemolysisIndex,MaxHemolysisIndex,LipemiaIndex,MaxLipemiaIndex,SampleRecollect_Possible,TubeType,TimeToProcessing_Hours,MaxTimeToProcessing_Hours,Priority,IsOnlyAvailableSample
PV-2026-001,PAT-LUNG-042,MRD_Signatera,MRD,4.0,2.0,4.0,0.2,3.8,0.01,18.0,660,75,55,5,50,8,100,true,Streck,2.0,72,Routine,false
PV-2026-002,PAT-CRC-055,MRD_Signatera,MRD,1.0,2.0,4.0,0.2,0.8,0.01,12.0,660,70,50,15,50,12,100,false,EDTA,3.0,4,STAT,true
PV-2026-003,PAT-BRCA-061,Guardant360,Resistance,2.5,2.0,4.0,0.3,2.2,0.5,22.0,660,65,45,48,50,25,100,true,Streck,18.0,72,Routine,false

Input validation rules

IDFieldRuleCriticality
VR-001SampleIDThe field shall match an approved dictionary or accepted string representation.High
VR-002PatientIDThe field shall match an approved dictionary or accepted string representation.High
VR-003OrderedTestThe field shall match an approved dictionary or accepted string representation.High
VR-004ClinicalContextThe field shall match an approved dictionary or accepted string representation.Medium
VR-005PlasmaVolumeAvailable_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-006ProtocolMinVolume_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-007OptimalVolume_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-008DeadVolume_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-009EffectiveVolume_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-010TargetLOD_VAF_PercentThe field shall match an approved dictionary or accepted string representation.Medium
VR-011CfDNA_Concentration_ng_mLThe field shall match an approved dictionary or accepted string representation.Medium
VR-012GenomeEquivalents_PerMLThe field shall match an approved dictionary or accepted string representation.Medium
VR-013ExtractionEfficiency_PercentThe field shall match an approved dictionary or accepted string representation.Medium
VR-014LibraryPrepEfficiency_PercentThe field shall match an approved dictionary or accepted string representation.Medium
VR-015HemolysisIndexThe field shall match an approved dictionary or accepted string representation.Medium
VR-016MaxHemolysisIndexThe field shall match an approved dictionary or accepted string representation.Medium
VR-017LipemiaIndexThe field shall match an approved dictionary or accepted string representation.Medium
VR-018MaxLipemiaIndexThe field shall match an approved dictionary or accepted string representation.Medium
VR-019SampleRecollect_PossibleThe field shall match an approved dictionary or accepted string representation.Medium
VR-020TubeTypeThe field shall match an approved dictionary or accepted string representation.Medium
VR-021TimeToProcessing_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-022MaxTimeToProcessing_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-023PriorityThe field shall match an approved dictionary or accepted string representation.Medium
VR-024IsOnlyAvailableSampleThe field shall match an approved dictionary or accepted string representation.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 Plasma Input Volume Checker, 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-010Error handlingReturn explicit messages for missing file, empty CSV, invalid schema, output write failure and invalid format.

Example output.json

{
  "utilityId": "plasmainputvolumechecker",
  "utilityFolder": "PlasmaInputVolumeChecker",
  "package": "LiquidBiopsy",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "processedAtUtc": "2026-06-10T00:00:00Z",
  "checks": [
    {
      "parameter": "SampleID",
      "value": "PV-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-001"
    },
    {
      "parameter": "PatientID",
      "value": "PAT-LUNG-042",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-002"
    },
    {
      "parameter": "OrderedTest",
      "value": "MRD_Signatera",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-003"
    },
    {
      "parameter": "ClinicalContext",
      "value": "MRD",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-004"
    },
    {
      "parameter": "PlasmaVolumeAvailable_mL",
      "value": "4.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-005"
    },
    {
      "parameter": "ProtocolMinVolume_mL",
      "value": "2.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-006"
    },
    {
      "parameter": "OptimalVolume_mL",
      "value": "4.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-007"
    },
    {
      "parameter": "DeadVolume_mL",
      "value": "0.2",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-008"
    },
    {
      "parameter": "EffectiveVolume_mL",
      "value": "3.8",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-009"
    },
    {
      "parameter": "TargetLOD_VAF_Percent",
      "value": "0.01",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-010"
    },
    {
      "parameter": "CfDNA_Concentration_ng_mL",
      "value": "18.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-011"
    },
    {
      "parameter": "GenomeEquivalents_PerML",
      "value": "660",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-012"
    }
  ],
  "criticalFindings": [],
  "warnings": [],
  "audit": {
    "inputHash": "sha256:<calculated at runtime>",
    "rulesVersion": "<utility executable version>",
    "documentation": "PlasmaInputVolumeChecker.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-010OQ-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-010IQ-001, OQ-007Verify documentation completeness and control evidence.
URS-008FS-005, FS-008PQ-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.
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.
  • The utility provides structured QC decision support; final release decision remains with QA/QP and approved procedures.

Included in packages

Liquid Biopsy QC Suite

QC and pre-analytical control package for liquid biopsy workflows: cfDNA/ctDNA, CTC, EV/exosomes, methylation, NGS/qPCR/ddPCR, sample quality, contamination, sensitivity and reporting checks.

Open