Utility description: Fluorat Mycotoxins Ochratoxin
Fluorat Mycotoxins Ochratoxin — Ochratoxin A Screening by Fluorometry
ℹ️ Utility checks critical parameters of Ochratoxin A content:
• Concentration: ≤5.0 ng/mL (example limit for extract)
• Signal-to-Noise Ratio (SNR): ≥3.0
• Inhibition (for immunoassay): 20–80% (linear range)
⚠️ CRITICAL: Exceeding limit → raw material toxicity (nephrotoxic effect)!
Low SNR → result unreliability (risk of false negative).
Usage:
Fluorat_Mycotoxins_Ochratoxin.exe → demo mode (console output)
Fluorat_Mycotoxins_Ochratoxin.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,OchratoxinA_Concentration,SampleFluorescence,BlankFluorescence,InhibitionPercent
Example:
HERB-OTA-2026-001,2.5,1500.0,50.0,45.0
— WHY IS THIS NEEDED?
Ochratoxin A (OTA) is a secondary metabolite of mold fungi (Aspergillus, Penicillium), often contaminating grains, coffee, grapes, and herbal raw materials.
• It is highly toxic (nephrotoxin, IARC Group 2B carcinogen).
• Fluorometric methods (including those using immunoaffinity purification or ELISA) provide high sensitivity and selectivity.
• Lumex Fluorat instruments allow detection of trace toxin amounts due to low noise levels and excitation source stability.
• Control is mandatory for ensuring the safety of herbal medicines and food products.
⚠️ CRITICAL:
• OTA content limits are strictly regulated (e.g., in EU for raw materials often ≤5-10 µg/kg).
• High matrix fluorescence can interfere with analysis (matrix interference), requiring thorough extract cleanup.
• Immunofluorescent methods require control of linear range (inhibition 20-80%).
• Reagent light sensitivity requires working in dim conditions.
Key features:
• High-sensitivity mycotoxin screening.
• Signal quality control (SNR).
• Validity check of immunochemical reaction (Inhibition).
Critical parameters:
• Ochratoxin A Content: <= Limit (e.g., 5.0 ng/mL)
• Signal-to-Noise Ratio: >= 3.0
• Inhibition: 20-80%
💡 Usage tips:
1. Use Immunoaffinity Columns (IAC) for extract cleanup before fluorometry.
2. Calibrate instrument using OTA standard solutions in each analysis series.
3. Monitor blank sample to account for solvent background fluorescence.
4. Avoid direct light exposure to cuvettes with samples.
5. If limit is exceeded, confirm result by HPLC with Fluorescence Detection (HPLC-FLD).
⚠️ Note: Ochratoxin A has native fluorescence (Ex ~333 nm, Em ~470 nm in acidic medium), but in complex matrices, antibodies labeled with fluorophores are more commonly used to increase specificity.
input.csv
BatchNumber,Concentration_ng_mL,SampleRFU,BlankRFU,Inhibition_%
HERB-OTA-2026-001,2.5,1500.0,50.0,45.0
HERB-OTA-2026-002,4.8,2800.0,60.0,60.0
HERB-FAIL-2026-003,12.5,8000.0,55.0,95.0
Utility description
Fluorat Mycotoxins Ochratoxin — Ochratoxin A Screening by Fluorometry
ℹ️ Utility checks critical parameters of Ochratoxin A content:
• Concentration: ≤5.0 ng/mL (example limit for extract)
• Signal-to-Noise Ratio (SNR): ≥3.0
• Inhibition (for immunoassay): 20–80% (linear range)
⚠️ CRITICAL: Exceeding limit → raw material toxicity (nephrotoxic effect)!
Low SNR → result unreliability (risk of false negative).
Usage:
Fluorat_Mycotoxins_Ochratoxin.exe → demo mode (console output)
Fluorat_Mycotoxins_Ochratoxin.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,OchratoxinA_Concentration,SampleFluorescence,BlankFluorescence,InhibitionPercent
Example:
HERB-OTA-2026-001,2.5,1500.0,50.0,45.0
— WHY IS THIS NEEDED?
Ochratoxin A (OTA) is a secondary metabolite of mold fungi (Aspergillus, Penicillium), often contaminating grains, coffee, grapes, and herbal raw materials.
• It is highly toxic (nephrotoxin, IARC Group 2B carcinogen).
• Fluorometric methods (including those using immunoaffinity purification or ELISA) provide high sensitivity and selectivity.
• Lumex Fluorat instruments allow detection of trace toxin amounts due to low noise levels and excitation source stability.
• Control is mandatory for ensuring the safety of herbal medicines and food products.
⚠️ CRITICAL:
• OTA content limits are strictly regulated (e.g., in EU for raw materials often ≤5-10 µg/kg).
• High matrix fluorescence can interfere with analysis (matrix interference), requiring thorough extract cleanup.
• Immunofluorescent methods require control of linear range (inhibition 20-80%).
• Reagent light sensitivity requires working in dim conditions.
Key features:
• High-sensitivity mycotoxin screening.
• Signal quality control (SNR).
• Validity check of immunochemical reaction (Inhibition).
Critical parameters:
• Ochratoxin A Content: <= Limit (e.g., 5.0 ng/mL)
• Signal-to-Noise Ratio: >= 3.0
• Inhibition: 20-80%
💡 Usage tips:
1. Use Immunoaffinity Columns (IAC) for extract cleanup before fluorometry.
2. Calibrate instrument using OTA standard solutions in each analysis series.
3. Monitor blank sample to account for solvent background fluorescence.
4. Avoid direct light exposure to cuvettes with samples.
5. If limit is exceeded, confirm result by HPLC with Fluorescence Detection (HPLC-FLD).
⚠️ Note: Ochratoxin A has native fluorescence (Ex ~333 nm, Em ~470 nm in acidic medium), but in complex matrices, antibodies labeled with fluorophores are more commonly used to increase specificity.
URS & FS — User Requirements and Functional Specification
This document describes the controlled interface, user requirements and functional behaviour of Fluorat_Mycotoxins_Ochratoxin. 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.
- • Concentration: ≤5.0 ng/mL (example limit for extract)
- • Signal-to-Noise Ratio (SNR): ≥3.0
- • Inhibition (for immunoassay): 20–80% (linear range)
- ⚠️ CRITICAL: Exceeding limit → raw material toxicity (nephrotoxic effect)!
- • It is highly toxic (nephrotoxin, IARC Group 2B carcinogen).
- • Fluorometric methods (including those using immunoaffinity purification or ELISA) provide high sensitivity and selectivity.
- • Lumex Fluorat instruments allow detection of trace toxin amounts due to low noise levels and excitation source stability.
- • Control is mandatory for ensuring the safety of herbal medicines and food products.
- • OTA content limits are strictly regulated (e.g., in EU for raw materials often ≤5-10 µg/kg).
- • High matrix fluorescence can interfere with analysis (matrix interference), requiring thorough extract cleanup.
- • Immunofluorescent methods require control of linear range (inhibition 20-80%).
- • Reagent light sensitivity requires working in dim conditions.
- • High-sensitivity mycotoxin screening.
- • Signal quality control (SNR).
- • Validity check of immunochemical reaction (Inhibition).
- • Ochratoxin A Content: <= Limit (e.g., 5.0 ng/mL)
URS — User Requirements Specification
| ID | Requirement | Criticality | Acceptance criterion |
| URS-001 | The utility shall accept an input.csv file with exact headers defined in the data contract. | High | The file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for Fluorat Mycotoxins Ochratoxin using input values, approved limits and domain rules. | High | Each row receives a PASS / WARNING / FAIL status. |
| URS-003 | The utility shall validate mandatory fields, data types, numeric ranges, units and domain plausibility. | High | Schema, format and conversion errors are explicitly reported. |
| URS-004 | The utility shall identify critical deviations for parameters stated in the method description and specification. | High | A critical deviation causes FAIL or a dedicated critical finding. |
| URS-005 | The utility shall generate output.json with machine-readable results, source values, warnings and failures. | High | JSON is suitable for LIMS/ELN/MES integration, QA/QC review and archival. |
| URS-006 | The result shall not depend on machine learning or undocumented heuristics. | Medium | All decisions are based on explicit rules, thresholds and input values. |
| URS-007 | The system shall preserve traceability between batch/sample, input data, applied rules and final status. | High | The output contains the batch/sample identifier and checked parameters. |
| URS-008 | The documentation shall support IQ/OQ/PQ preparation and inspection discussion. | Medium | URS, FS, CSV/JSON contract and test scenarios are supplied with the utility. |
| URS-009 | The utility shall support batch processing of multiple input.csv rows. | Medium | Each row is evaluated independently; errors in one row do not mask errors in others. |
| URS-010 | The utility shall support a simple operating model: demo mode and execution with input/output files. | Medium | The CLI scenario is reproducible in test and production environments. |
input.csv contract
| # | Field | Type | Sample | Purpose |
|---|
| 1 | BatchNumber | string | HERB-OTA-2026-001 | Batch or lot identifier used for traceability, review and deviation investigation. |
| 2 | Concentration_ng_mL | integer | 2.5 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 3 | SampleRFU | string | 1500.0 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 4 | BlankRFU | string / decimal | 50.0 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 5 | Inhibition_% | integer | 45.0 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
BatchNumber,Concentration_ng_mL,SampleRFU,BlankRFU,Inhibition_%
HERB-OTA-2026-001,2.5,1500.0,50.0,45.0
HERB-OTA-2026-002,4.8,2800.0,60.0,60.0
HERB-FAIL-2026-003,12.5,8000.0,55.0,95.0
FS — Functional Specification
| ID | Function | Implementation |
| FS-001 | CSV import | Read input.csv in UTF-8/CSV-compatible format and validate the header and expected columns. |
| FS-002 | Schema validation | Check mandatory fields, column count, critical missing values and row structure. |
| FS-003 | Type conversion | Convert numeric, flag and text values; invalid formats are recorded as row-level errors. |
| FS-004 | Domain rule engine | Apply domain rules for Fluorat Mycotoxins Ochratoxin, including limits from the utility description and approved specification. |
| FS-005 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-006 | JSON export | Write output.json with detailed checks, source values, warnings, failures and critical findings. |
| FS-007 | Audit support | Keep the result structure suitable for review, deviation investigation, calculation reproduction and IQ/OQ/PQ preparation. |
| FS-008 | Integration contract | Support the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, and the portal displays description and documentation. |
| FS-009 | Error handling | Report errors unambiguously and do not substitute missing values with calculated values unless the rule is explicitly defined. |
| FS-010 | Version control support | Document the utility version, input contract, executable checksum and rule application date. |
Example output.json
{
"utilityId": "fluorat-mycotoxins-ochratoxin",
"utilityName": "Fluorat_Mycotoxins_Ochratoxin",
"overallStatus": "PASS|WARNING|FAIL",
"sourceFile": "input.csv",
"checks": [
{
"parameter": "BatchNumber",
"value": "HERB-OTA-2026-001",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Concentration_ng_mL",
"value": "2.5",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "SampleRFU",
"value": "1500.0",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "BlankRFU",
"value": "50.0",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Inhibition_%",
"value": "45.0",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
}
],
"criticalFindings": [],
"warnings": [],
"generatedFor": "QA/QC review and LIMS integration"
}
Traceability matrix
| URS | FS | OQ/PQ coverage |
|---|
| URS-001, URS-003 | FS-001, FS-002, FS-003 | OQ-001/OQ-002/OQ-003 |
| URS-002, URS-004 | FS-004, FS-005 | OQ-004/PQ-001 |
| URS-005, URS-007 | FS-006, FS-007 | OQ-005/PQ-002 |
| URS-008, URS-010 | FS-008, FS-010 | IQ-001/OQ-006 |
OQ/PQ test scenarios
| ID | Scenario | Expected result |
|---|
| OQ-001 | Valid sample row | PASS or acceptable WARNING according to the rules. |
| OQ-002 | Mandatory column missing | Schema error or FAIL. |
| OQ-003 | Non-numeric value in numeric field | Type-conversion error. |
| OQ-004 | Critical parameter outside limit | FAIL and critical finding. |
| OQ-005 | Multiple rows with different statuses | Independent row-level evaluation. |
| PQ-001 | User real batch/sample | Reviewed 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.