Cleaning Validation for Biopharmaceutical Manufacturing: MACO Calculation, Sampling, and Acceptance Limits

June 2026 18 min read Bioprocess Engineering

Key Takeaways

Contents

  1. Why Cleaning Validation Matters in Biopharmaceutical Manufacturing
  2. Regulatory Framework: FDA, EMA, and WHO Requirements
  3. MACO Calculation: Three Methods Compared
  4. Biologics-Specific Considerations: Protein Inactivation and Reference Impurities
  5. Sampling Methods: Swab, Rinse, and Visual Inspection
  6. Analytical Methods: TOC, HPLC, and ELISA
  7. Setting Acceptance Criteria: From MACO to Surface Limits
  8. Worked Example: Multi-Product mAb Facility Cleaning Validation
  9. Frequently Asked Questions

Why Cleaning Validation Matters in Biopharmaceutical Manufacturing

Cleaning validation demonstrates that your cleaning procedures consistently remove product residues, process intermediates, cleaning agents, and microbial contaminants from shared manufacturing equipment to levels that are safe for patients receiving the next product. In multi-product biopharmaceutical facilities, where the same stainless steel bioreactors, chromatography columns, and TFF systems process different therapeutic proteins, cleaning validation is a GMP requirement that directly protects product quality and patient safety.

The consequences of inadequate cleaning are severe. Cross-contamination with a potent therapeutic protein can trigger immunogenic reactions in patients receiving the subsequent product. Cleaning agent residues (NaOH, phosphoric acid, detergents) can denature proteins or shift pH during the next manufacturing campaign. Endotoxin carryover above 5 EU/kg body weight can cause pyrogenic reactions in patients receiving parenteral biologics.

The cleaning validation lifecycle spans five stages: risk assessment to identify worst-case product and equipment combinations, limit calculation using MACO or health-based approaches, cleaning procedure development and optimization, validation execution with defined sampling and analytical methods, and ongoing monitoring through continued process verification. This guide covers each stage with the specific considerations that make biopharmaceutical cleaning validation different from small-molecule pharmaceutical cleaning.

Cleaning Validation Lifecycle STAGE 1 Risk Assessment Worst-case product Equipment grouping Sampling locations STAGE 2 Limit Calculation MACO / PDE / ADE Surface limit (μg/cm²) TOC / HPLC limit STAGE 3 Procedure Dev CIP cycle design Lab-scale studies Recovery validation STAGE 4 Validation Runs 3 consecutive runs Swab + rinse sampling Acceptance criteria STAGE 5: Continued Process Verification Periodic monitoring • Change control • Trend analysis Revalidation triggers: new product, process change, equipment modification Key Inputs at Each Stage RISK ASSESSMENT • Product solubility data • Equipment surface area • Shared vs dedicated • Product matrix (A→B) • Worst-case hold time • Hard-to-clean locations • Prior cleaning failures • Cleaning agent selection LIMIT CALCULATION • PDE/ADE (toxicology) • Min therapeutic dose • Max daily dose (next) • Smallest batch size • Shared surface area • Safety factor (1/1000) • Carbon fraction (TOC) • Recovery factor ANALYTICAL METHODS • TOC (non-specific) • HPLC (specific) • ELISA (HCP detection) • Conductivity (rinse) • pH (cleaning agent) • Endotoxin (LAL/rFC) • Bioburden (surface) • Visual inspection ACCEPTANCE CRITERIA • Product: < MACO limit • Cleaning agent: < 10 ppm • Endotoxin: < 0.5 EU/mL • Bioburden: < 25 CFU/25cm² • Conductivity: ≤ 1.3 μS/cm • TOC: ≤ 0.5 mg/L • Visual: no visible residue • Swab recovery ≥ 50%
Figure 1. Cleaning validation lifecycle for biopharmaceutical manufacturing. The five-stage approach aligns with the ICH Q8-Q10 lifecycle framework, with key inputs required at each stage.
Diagram showing five stages of cleaning validation: Stage 1 Risk Assessment (worst-case product, equipment grouping, sampling locations), Stage 2 Limit Calculation (MACO, PDE, ADE, surface limits), Stage 3 Procedure Development (CIP cycle design, lab-scale studies), Stage 4 Validation Runs (3 consecutive runs, swab and rinse sampling), and Stage 5 Continued Process Verification (periodic monitoring, change control, trend analysis). Below the stages, four boxes list key inputs: risk assessment inputs, limit calculation inputs, analytical methods, and acceptance criteria.

Regulatory Framework: FDA, EMA, and WHO Requirements

Cleaning validation for biopharmaceuticals is governed by overlapping regulatory requirements from the FDA, EMA, and WHO, each with specific expectations for how acceptance limits are established and justified.

The FDA's 1993 Guide to Inspections of Validation of Cleaning Processes remains the foundational document, establishing three criteria that are still in force: no more than 1/1000th of the minimum therapeutic dose of any product should appear in the maximum daily dose of another product, no more than 10 ppm of any product should appear in another product, and no quantity of residue should be visible on equipment after cleaning. The FDA has not formally mandated health-based limits but increasingly expects them during inspections, particularly for multi-product biologics facilities.

The EMA took the regulatory lead with its 2014 guideline on setting health-based exposure limits (HBELs) for cross-contamination in shared facilities. This guideline requires manufacturers to establish Permitted Daily Exposure (PDE) values through formal toxicological assessment for all products manufactured on shared equipment. The PDE replaces arbitrary safety factors with a scientifically derived dose below which adverse effects are unlikely even with lifetime daily exposure.

The WHO's 2024 updated Annex 2 harmonizes with the EMA approach, recommending health-based exposure limits as the primary method for setting cleaning acceptance criteria. PDA Technical Report No. 49 (2010) provides biotechnology-specific guidance, addressing the unique challenge that CIP conditions (0.1-0.5 M NaOH at 50-80 °C) denature and inactivate therapeutic proteins, meaning the pharmacological hazard of the intact molecule is eliminated during cleaning itself.

Table 1. Regulatory requirements for cleaning validation across major agencies
Requirement FDA (1993 Guide) EMA (2014 HBEL) WHO (2024 Annex 2) PDA TR 49 (Biotech)
Limit basis 1/1000 dose or 10 ppm PDE (mandatory) HBEL (recommended) Inactivated protein reference
Toxicological assessment Not required Required for all APIs Required for shared Not required if inactivated
Validation runs 3 consecutive minimum 3 consecutive minimum 3 consecutive minimum Risk-based justification
Sampling approach Swab + rinse (both) Swab + rinse (both) Swab preferred TOC rinse acceptable
Lifecycle approach Implied (2011 PV) Required (ICH Q9) Required Encouraged
Biologics-specific No Limited Limited Yes (primary focus)
Cleaning agent limits NMT 10 ppm Scientifically justified Scientifically justified Conductivity/TOC
Comparison of cleaning validation requirements across FDA, EMA, WHO, and PDA Technical Report 49. Note that health-based limits are now the expectation across all agencies for shared multi-product facilities.

MACO Calculation: Three Methods Compared

Maximum Allowable Carryover (MACO) is the maximum amount of residue from one product that may remain on shared equipment surfaces after cleaning without posing a safety risk. Three calculation methods are used in practice, each yielding different limits depending on the products and batch sizes involved.

Method 1: Dose-Based (1/1000th Therapeutic Dose)

The dose-based method calculates the maximum carryover such that no more than 1/1000th of the minimum therapeutic dose of Product A appears in the maximum daily dose of Product B:

MACO = (TDmin,A × BSB) / (SF × MDDB)

Where TDmin,A is the minimum single therapeutic dose of Product A, BSB is the batch size of Product B, SF is the safety factor (typically 1000), and MDDB is the maximum daily dose of Product B. This method works well for small-molecule drugs but presents challenges for biologics where the therapeutic dose may be milligrams per kilogram body weight administered infrequently (e.g., every 2-4 weeks).

Method 2: 10 ppm General Limit

The 10 ppm method sets a simple limit: no more than 10 mg of Product A per kg of Product B:

MACO = 10 × 10-6 × BSB (in kg)

For a 2,000 L batch with a density of approximately 1 kg/L, this yields MACO = 10 × 10-6 × 2,000 = 0.02 g = 20 mg. While simple, the 10 ppm limit is not risk-based and can be either too conservative (for low-potency products) or insufficient (for highly potent compounds).

Method 3: Health-Based (PDE/ADE)

The health-based method uses toxicologically derived Permitted Daily Exposure (PDE) or Acceptable Daily Exposure (ADE) values:

MACO = (PDE × BSB) / MDDB

The PDE itself is derived from the No Observable Adverse Effect Level (NOAEL) with uncertainty factors:

PDE = NOAEL / (F1 × F2 × F3 × F4 × F5)

Where F1 accounts for interspecies extrapolation (2-12), F2 for inter-individual variability (10), F3 for short-term study duration (1-10), F4 for severe toxicity (1-10), and F5 for NOAEL not established (1-10). For biopharmaceutical proteins that are fully inactivated during CIP cleaning, the PDE approach may not be necessary because the pharmacological risk of the intact molecule is eliminated.

Figure 2. MACO values calculated by three methods for six common biologics in a multi-product facility. The health-based (PDE) method often yields the highest limits for large-molecule biologics because the intact protein's toxicity profile is well-characterized, while the 10 ppm method is the most conservative regardless of product potency. All calculations assume a 2,000 L next-batch size.

Biologics-Specific Considerations: Protein Inactivation and Reference Impurities

Biopharmaceutical cleaning validation differs fundamentally from small-molecule cleaning validation because therapeutic proteins are inactivated under the conditions used for CIP cleaning. Exposure to 0.1-0.5 M NaOH at 50-80 °C for 30-60 minutes denatures the three-dimensional structure of monoclonal antibodies, Fc-fusion proteins, enzymes, and other therapeutic proteins, eliminating their pharmacological activity.

This inactivation has a critical implication: the cleaning limit does not need to be based on the therapeutic dose or PDE of the intact, active protein. Instead, PDA Technical Report 49 recommends a reference impurity approach, where acceptance limits are set based on the acceptable exposure to degraded, pharmacologically inactive protein fragments.

Gelatin has been proposed as a reference impurity for degraded therapeutic proteins because it is a complex mixture of denatured collagen fragments (15-400 kDa) of animal origin. Published parenteral PDE values for degraded therapeutic proteins range from 14 mg/day (based on gelatin immunogenicity studies) to 89 mg/day (based on host cell protein [HCP] safety data from clinical experience with approved biologics). These values are substantially higher than the PDE of the intact therapeutic protein, which means cleaning limits for inactivated biopharmaceutical residues are less restrictive than those for active small-molecule drugs.

The inactivation must be demonstrated experimentally for each product-cleaning combination. Common approaches include:

Table 2. Typical cleaning conditions and protein inactivation for biopharmaceutical manufacturing equipment
Equipment Type CIP Agent Concentration Temperature Contact Time Expected Protein Inactivation
Bioreactor (SS) NaOH 0.5 M 60-80 °C 30-60 min >99.9% (complete denaturation)
Chromatography skid NaOH 0.1-0.5 M Ambient 30-60 min >99% (hydrolysis of peptide bonds)
TFF system NaOH + NaOCl 0.1 M + 200 ppm 40-50 °C 30-45 min >99.9% (oxidation + denaturation)
Buffer prep vessels NaOH 0.5 M 60-80 °C 30 min >99.9%
Fill/finish (SS) NaOH + H3PO4 0.5 M / 0.5% 60-80 °C 30 min each >99.9%
Single-use systems N/A (disposed) N/A N/A N/A N/A (no cleaning required)
CIP conditions for common biopharmaceutical equipment types. Protein inactivation under these conditions eliminates the pharmacological hazard of intact therapeutic protein residues. Single-use systems eliminate cleaning validation requirements entirely for product-contact surfaces.

Sampling Methods: Swab, Rinse, and Visual Inspection

Effective cleaning validation requires a combination of sampling methods, each with distinct strengths and limitations. No single method provides complete assurance of surface cleanliness.

Swab Sampling

Swab sampling is the most direct method for assessing surface residues. A moistened swab (polyester or cotton) is wiped across a defined area, typically 5 cm × 5 cm (25 cm²), then extracted and analyzed. Swab sampling can detect tightly bound residues that rinse water does not remove, making it essential for worst-case locations such as valve seats, gasket grooves, vessel welds, and dead legs.

Swab recovery must be validated for each product-surface-solvent combination. Published recovery data for protein residues on stainless steel surfaces range from 50-90%, depending on the swab material, solvent, and surface finish. The WHO defines recovery above 80% as good, above 50% as reasonable, and below 50% as questionable. Recovery below 50% requires method improvement before use in validation studies, or results must be corrected by dividing by the recovery factor.

Rinse Sampling

Rinse sampling collects the final rinse water after the CIP cycle and analyzes it for residual contaminants. It covers the entire wetted surface area in a single sample and is less operator-dependent than swab sampling. However, rinse sampling cannot detect localized contamination in dead legs, rough welds, or areas with poor spray coverage. Rinse sampling is the standard method for automated CIP systems where manual swab access is not practical.

For biopharmaceutical systems, final rinse water is typically analyzed for TOC (product and cleaning agent residues), conductivity (NaOH/acid residues), endotoxin (LAL or recombinant Factor C assay), and bioburden. WFI-quality rinse water should have a conductivity of 1.3 μS/cm or less and TOC of 500 ppb or less per USP <643>.

Visual Inspection

Visual inspection is the most basic acceptance criterion: no visible residue on any equipment surface after cleaning. The visible residue limit (VRL) for proteins on stainless steel is approximately 1-4 μg/cm², which means visual inspection alone cannot demonstrate compliance with limits below this threshold. It is always used as a complement to analytical methods, never as a standalone criterion.

Table 3. Comparison of sampling methods for cleaning validation
Parameter Swab Sampling Rinse Sampling Visual Inspection
Surface coverage Localized (25 cm² per swab) Entire wetted surface Accessible surfaces only
Detects bound residues Yes (physical removal) No (only soluble residues) If >1-4 μg/cm²
Operator dependency High (technique-sensitive) Low (automated collection) Moderate (subjective)
Typical recovery (protein/SS) 50-90% 80-100% (soluble fraction) N/A
Worst-case location targeting Excellent Poor (averaged across area) Moderate
Sample turnaround 1-4 hours (lab extraction) 5-15 minutes (online TOC) Immediate
Regulatory expectation Required at worst-case points Required for overall confirmation Required on all surfaces
Best practice is to combine all three methods: visual inspection of all accessible surfaces, swab sampling at 5-10 worst-case locations per equipment train, and rinse sampling for overall surface cleanliness confirmation.

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Analytical Methods: TOC, HPLC, and ELISA

Total Organic Carbon (TOC) analysis is the workhorse analytical method for biopharmaceutical cleaning validation because it detects all organic residues non-specifically. This includes intact protein, degraded protein fragments, cell culture media components, cleaning agent residues (surfactants), and any other organic contaminant. TOC analyzers achieve a limit of detection of approximately 0.1 ppm (mg/L) with a limit of quantitation of 0.5 ppm, and deliver results in 5-10 minutes, enabling rapid equipment release.

TOC measures total organic carbon, not total protein. For a typical protein with a carbon content of approximately 53% by weight (based on amino acid composition), a TOC reading must be multiplied by approximately 1.89 (1/0.53) to estimate the total protein residue. This conversion factor should be validated for each specific product using known standards.

Product-specific methods such as HPLC or ELISA provide higher sensitivity and specificity but require longer analysis times (hours vs. minutes) and dedicated method development. HPLC detects the intact protein based on retention time and UV absorbance, making it suitable for verifying that cleaning removes active product to below the therapeutic dose limit. ELISA (enzyme-linked immunosorbent assay) can detect specific proteins at ng/mL concentrations and is the standard method for host cell protein (HCP) quantification. Both methods are typically used during initial method development and for periodic verification, while TOC serves as the routine release test.

Table 4. Analytical method comparison for cleaning validation
Method Specificity LOD LOQ Turnaround Best Application
TOC Non-specific (all organic C) 0.1 ppm 0.5 ppm 5-10 min Routine release, rinse samples
HPLC (UV/SEC) Product-specific 0.1-1 μg/mL 0.5-5 μg/mL 1-4 hours Active product verification
ELISA (HCP) HCP-specific 0.5-5 ng/mL 2-20 ng/mL 4-8 hours Host cell protein clearance
Conductivity Ionic species 0.05 μS/cm 0.1 μS/cm Real-time Cleaning agent (NaOH/acid)
LAL/rFC (endotoxin) Endotoxin-specific 0.005 EU/mL 0.01 EU/mL 1-2 hours Pyrogenicity control
UV absorbance (A280) Aromatic amino acids 1-5 μg/mL 5-20 μg/mL Minutes Quick protein screening
For biopharmaceutical cleaning validation, TOC is the standard release method for both swab extracts and rinse samples. Product-specific methods (HPLC, ELISA) are used for initial validation and periodic reconfirmation.
Figure 3. TOC recovery rates for protein residue (IgG, 10 μg/cm² spike) from four equipment surface materials using swab extraction (polyester swab, WFI) vs. rinse recovery (WFI, 50 mL/100 cm²). Stainless steel 316L electropolished surfaces show the highest swab recovery (78-88%) due to the smooth surface finish, while silicone gasket material shows the lowest (45-60%) due to protein adsorption into the porous surface.

Setting Acceptance Criteria: From MACO to Surface Limits

Converting a MACO value (in mg) to a practical acceptance limit requires accounting for the total shared surface area, the sampling area, and the analytical method's recovery factor. The surface limit in μg/cm² is the operational acceptance criterion applied to each swab sample.

Surface Limit (μg/cm²) = MACO (mg) × 1000 / Total Shared Surface Area (cm²)

For rinse samples, the rinse concentration limit is:

Rinse Limit (mg/L) = MACO (mg) / Final Rinse Volume (L)

The most restrictive of the three criteria (dose-based, 10 ppm, visual) becomes the final acceptance limit. In practice, three additional limits are always evaluated in parallel:

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Worked Example: Multi-Product mAb Facility Cleaning Validation

Consider a multi-product facility manufacturing two monoclonal antibodies (mAb-A and mAb-B) on shared stainless steel equipment. The cleaning validation must demonstrate that switching from mAb-A to mAb-B production is safe for patients.

Worked Example: MACO and Surface Limit Calculation

Given data:

Step 1: Calculate MACO by three methods

Dose-based: MACO = (100 mg × 2,000,000 g) / (1000 × 10,000 mg) = 20,000 mg = 20 g
10 ppm: MACO = 10 × 10-6 × 2,000,000 g = 20 mg
Health-based (PDE = 89 mg/day, degraded protein reference):
  MACO = (89 mg × 2,000,000 g) / 10,000 mg = 17,800 mg = 17.8 g

Step 2: Select the most restrictive limit

The 10 ppm method yields the most restrictive MACO of 20 mg. However, since the biopharmaceutical protein is fully inactivated during CIP (0.5 M NaOH, 70 °C, 45 min), the health-based approach using the degraded protein PDE of 89 mg/day is scientifically justified and yields a MACO of 17,800 mg. In practice, most facilities apply the 10 ppm limit as a conservative baseline and document the health-based justification for regulatory inspection readiness.

Step 3: Convert to surface limit (using 10 ppm MACO)

Surface Limit = 20 mg × 1000 / 50,000 cm² = 0.4 μg/cm²
Adjusted for recovery: 0.4 / 0.80 = 0.5 μg/cm² (swab acceptance limit)

Step 4: Convert to rinse TOC limit

Rinse concentration = 20 mg / 500 L = 0.04 mg/L = 40 ppb (as protein)
TOC equivalent = 40 ppb × 0.53 = 21 ppb TOC
This is well above the TOC LOD (0.1 ppm = 100 ppb), confirming TOC is a suitable method.

Step 5: Compile acceptance criteria table

Table 5. Acceptance criteria for mAb-A to mAb-B changeover cleaning validation
Parameter Acceptance Limit Method Sample Type
Product residue (swab) ≤0.5 μg/cm² TOC (swab extract) Swab, 5 worst-case locations
Product residue (rinse) ≤0.04 mg/L TOC (rinse water) Final rinse, composite sample
Cleaning agent (NaOH) Conductivity ≤1.3 μS/cm Conductivity meter Final rinse, in-line
Endotoxin ≤0.25 EU/mL LAL kinetic turbidimetric Final rinse, grab sample
Bioburden ≤25 CFU/25 cm² Contact plate / swab Swab, 3 locations
Visual No visible residue Visual inspection All accessible surfaces
Complete acceptance criteria table for a multi-product mAb facility changeover. The product residue limit is driven by the 10 ppm MACO calculation. All six criteria must be met for each of the three consecutive validation runs.

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Frequently Asked Questions

What is MACO in cleaning validation?

MACO (Maximum Allowable Carryover) is the maximum amount of residue from a previous product that may remain on shared equipment surfaces after cleaning without posing a safety risk to patients receiving the next product. MACO is calculated using the dose-based method (1/1000th of the minimum therapeutic dose), the 10 ppm method (residue must not exceed 10 mg/kg in the next batch), or the health-based method using ADE/PDE values derived from toxicological assessment. Health-based limits using PDE are now the regulatory expectation per EMA and WHO guidelines.

Is MACO required for biopharmaceutical cleaning validation?

For biopharmaceutical products (monoclonal antibodies, vaccines, therapeutic proteins), traditional MACO based on the intact active molecule is often not required because cleaning conditions (high pH, elevated temperature) denature and inactivate the protein. However, you still need scientifically justified acceptance limits. PDA Technical Report 49 recommends using a reference impurity approach, where limits are set based on the acceptable exposure to degraded, pharmacologically inactive protein fragments rather than the intact therapeutic protein. Total organic carbon (TOC) is the preferred non-specific assay for these inactivated residues.

What is the difference between swab and rinse sampling in cleaning validation?

Swab sampling physically wipes a defined surface area (typically 25 cm²) with a moistened swab to collect residue directly from the equipment surface. It can detect tightly bound residues and targets specific hard-to-clean locations. Rinse sampling collects the final rinse water from the entire equipment surface and analyzes it for residue. Rinse sampling covers a larger area and is less operator-dependent, but cannot detect localized contamination. Best practice is to use both methods: swab sampling at worst-case locations (valves, dead legs, rough welds) and rinse sampling for overall surface cleanliness confirmation.

What TOC limit should I use for cleaning validation?

TOC acceptance limits for cleaning validation should be derived from the MACO calculation, not set arbitrarily. A common approach is to convert the MACO to a surface limit (μg/cm²), then to a TOC limit by multiplying by the carbon fraction of the target molecule. For biopharmaceutical proteins, the carbon fraction is approximately 0.53. Generic TOC limits of 5 ppm in final rinse water are often used as a practical minimum, with limits as low as 0.5 ppm achievable with modern TOC analyzers. The TOC method has a limit of detection of approximately 0.1 ppm and provides rapid turnaround for equipment release.

How many cleaning validation runs are required?

The traditional requirement is three consecutive successful cleaning cycles to demonstrate reproducibility, as specified in FDA and EMA guidance documents. Each run must meet all acceptance criteria for product residue, cleaning agent residue, endotoxin, and bioburden. However, a lifecycle approach per ICH Q8-Q10 allows risk-based justification for the number of runs: low-risk dedicated equipment may require fewer runs, while high-risk multi-product shared equipment may require more.

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References

  1. Lamei Ramandi S. & Asgharian R. (2021). Determination of Cleaning Limits Considering Toxicological Risk Evaluation to Minimize the Risk of Cross Contamination. Iranian Journal of Pharmaceutical Research, 20(1), 175-185. doi:10.22037/ijpr.2020.112734.13922
  2. Lamei Ramandi S. & Asgharian R. (2020). Evaluation of Swab and Rinse Sampling Procedures and Recovery Rate Determination in Cleaning Validation Considering Various Surfaces. Iranian Journal of Pharmaceutical Research, 19(4), 113-121. doi:10.22037/ijpr.2020.1101173
  3. Singh K., Tamta B. & Mukopadayay S. (2022). Cleaning Validation Process in Pharmaceutical Industry: A Review. International Journal of Health Sciences, 6(S2), 13557-13573. doi:10.53730/ijhs.v6nS2.8543
  4. Moura M.J., Pereira A.D., Santos D.J.F., Silva A.G., Paiva C.C.A.D. & Duarte B.P.M. (2025). Cleaning Validation in Pharmaceutical Quality Control Laboratories: A Structured Protocol for Contamination Risk Mitigation. DARU Journal of Pharmaceutical Sciences. doi:10.1007/s40199-025-00566-x
  5. PDA Technical Report No. 49 (2010). Points to Consider for Biotechnology Cleaning Validation. Parenteral Drug Association. Available at pda.org

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