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VALIDATION OF ANALYTICAL 
PROCEDURES - Q2(R1) 
Dr. L. Prabakaran
INTRODUCTION 
• This document presents a discussion of the 
characteristics for consideration during the 
validation of the analytical procedures included 
as part of registration applications of a 
respective regulatory bodies. 
• The objective of validation of an analytical 
procedure is to demonstrate that it is suitable 
for its intended purpose. 
• The characteristics applicable to identification, 
control of impurities and assay procedures is 
included. Other analytical procedures may be 
considered in future additions to this document.
Types of Analytical Procedures to 
be Validated 
• Validation of analytical procedures is 
directed to the four most common 
types of analytical procedures: 
• Identification tests; 
• Quantitative tests for impurities' content; 
• Limit tests for the control of impurities; 
• Quantitative tests of the active moiety in 
samples of drug substance or drug product 
or other selected component(s) in the drug 
product.
- Identification tests are intended to ensure the 
identity of an analyte in a sample. This is 
normally achieved by comparison of a 
property of the sample (e.g., spectrum, 
chromatographic behavior, chemical 
reactivity, etc) to that of a reference 
standard; 
- Testing for impurities can be either a 
quantitative test or a limit test for the 
impurity in a sample. Either test is intended 
to accurately reflect the purity 
characteristics of the sample. Different 
validation characteristics are required for a 
quantitative test than for a limit test;
• Assay procedures are intended to 
measure the analyte present in a given 
sample. The assay represents a 
quantitative measurement of the major 
component(s) in the drug substance. 
For the drug product, similar validation 
characteristics also apply when 
assaying for the active or other 
selected component(s). The same 
validation characteristics may also 
apply to assays associated with other 
analytical procedures (e.g., 
dissolution).
• The objective of the analytical procedure 
should be clearly understood since this will 
govern the validation characteristics which 
need to be evaluated. Typical validation 
characteristics which should be considered 
are listed below; 
• Accuracy 
• Precision 
− Repeatability 
− Intermediate Precision 
• Specificity 
• Detection Limit 
• Quantitation Limit 
• Linearity 
• Range
• Furthermore revalidation may be 
necessary in the following 
circumstances; 
• changes in the synthesis of the drug 
substance; 
• changes in the composition of the finished 
product; 
• changes in the analytical procedure. 
• The degree of revalidation required depends 
on the nature of the changes. Certain other 
changes may require validation as well.
SPECIFICITY 
• Specificity is the ability to assess unequivocally the 
analyte in the presence of components which may be 
expected to be present. Typically these might include 
impurities, degradants, matrix, etc. 
• Lack of specificity of an individual analytical procedure 
may be compensated by other supporting analytical 
procedure(s). 
• This definition has the following implications: 
• Identification: to ensure the identity of an analyte. 
• Purity Tests: to ensure that all the analytical 
procedures performed allow an accurate statement of 
the content of impurities of an analyte, i.e. related 
substances test, heavy metals, residual solvents 
content, etc. 
• Assay (content or potency): to provide an exact 
result which allows an accurate statement on the 
content or potency of the analyte in a sample.
ACCURACY 
• The accuracy of an analytical procedure 
expresses the closeness of agreement 
between the value which is accepted 
either as a conventional true value or an 
accepted reference value and the value 
found. 
• This is sometimes termed trueness.
PRECISION 
• The precision of an analytical procedure expresses the 
closeness of agreement (degree of scatter) between a 
series of measurements obtained from multiple 
sampling of the same homogeneous sample under the 
prescribed conditions. 
• Precision may be considered at three levels: 
repeatability, intermediate precision and 
reproducibility. 
• Precision should be investigated using homogeneous, 
authentic samples. 
• The precision of an analytical procedure is usually 
expressed as the variance, standard deviation or 
coefficient of variation of a series of measurements.
• Repeatability 
Repeatability expresses the precision under 
the same operating conditions over a short 
interval of time. Repeatability is also termed 
intra-assay precision . 
• Intermediate precision 
Intermediate precision expresses within-laboratories 
variations: different days, 
different analysts, different equipment, etc. 
• Reproducibility 
Reproducibility expresses the precision 
between laboratories (collaborative studies, 
usually applied to standardization of 
methodology).
DETECTION LIMIT 
The detection limit of an individual analytical 
procedure is the lowest amount of analyte in a 
sample which can be detected but not 
necessarily quantitated as an exact value.
QUANTITATION LIMIT 
The quantitation limit of an individual 
analytical procedure is the lowest amount 
of analyte in a sample which can be 
quantitatively determined with suitable 
precision and accuracy. The quantitation 
limit is a parameter of quantitative assays 
for low levels of compounds in sample 
matrices, and is used particularly for the 
determination of impurities and/or 
degradation products.
LINEARITY 
The linearity of an analytical procedure is its 
ability (within a given range) to obtain test 
results which are directly proportional to the 
concentration (amount) of analyte in the 
sample. 
RANGE 
The range of an analytical procedure is the 
interval between the upper and lower 
concentration (amounts) of analyte in the 
sample (including these concentrations) for 
which it has been demonstrated that the 
analytical procedure has a suitable level of 
precision, accuracy and linearity.
ROBUSTNESS 
The robustness of an analytical procedure is a 
measure of its capacity to remain unaffected 
by small, but deliberate variations in method 
parameters and provides an indication of its 
reliability during normal usage.
ANALYTICAL PROCEDURES 
VALIDATION 
METHODOLOGY 
• Its purpose is to provide some guidance and 
recommendations on how to consider the 
various validation characteristics for each 
analytical procedure. In some cases (for 
example, demonstration of specificity), the 
overall capabilities of a number of analytical 
procedures in combination may be 
investigated in order to ensure the quality of 
the drug substance or drug product. In 
addition, the document provides an indication 
of the data which should be presented in a 
registration application . 
• All relevant data collected during validation 
and formulae used for calculating validation 
characteristics should be submitted and 
discussed as appropriate.
SPECIFICITY 
• An investigation of specificity should be conducted 
during the validation of identification tests, the 
determination of impurities and the assay. 
• The procedures used to demonstrate specificity will 
depend on the intended objective of the analytical 
procedure. 
• It is not always possible to demonstrate that an 
analytical procedure is specific for a particular analyte 
(complete discrimination). In this case a combination 
of two or more analytical procedures is recommended 
to achieve the necessary level of discrimination. 
• Identification 
• Assay and Impurity Test(s) 
• Impurities are available 
• Impurities are not available
LINEARITY 
A linear relationship should be evaluated across the 
range (see section 3) of the analytical procedure. It 
may be demonstrated directly on the drug substance 
(by dilution of a standard stock solution) and/or 
separate weighings of synthetic mixtures of the drug 
product components, using the proposed procedure. 
Linearity should be evaluated by visual inspection of a 
plot of signals as a function of analyte concentration 
or content. If there is a linear relationship, test results 
should be evaluated by appropriate statistical 
methods, for example, by calculation of a regression 
line by the method of least squares. 
The correlation coefficient, y-intercept, slope of the 
regression line and residual sum of squares should be 
submitted. 
For the establishment of linearity, a minimum of 5 
concentrations is recommended. Other approaches 
should be justified.
RANGE 
• The specified range is normally derived from linearity studies 
and depends on the intended application of the procedure. It 
is established by confirming that the analytical procedure 
provides an acceptable degree of linearity, accuracy and 
precision when applied to samples containing amounts of 
analyte within or at the extremes of the specified range of the 
analytical procedure. 
• The following minimum specified ranges should be 
considered: 
• - for the assay of a drug substance or a finished (drug) 
product: normally from 80 to 120 percent of the test 
concentration; 
• - for content uniformity, covering a minimum of 70 to 130 
percent of the test concentration, unless a wider more 
appropriate range, based on the nature of the dosage form 
(e.g., metered dose inhalers), is justified; 
• for dissolution testing: +/-20 % over the specified range
ACCURACY 
• Assay 
• Drug Substance - application of an analytical 
procedure to an analyte of known purity 
• Drug Product - application of the analytical 
procedure to synthetic mixtures of the drug 
product components to which known quantities of 
the drug substance. 
- in cases where it is impossible to obtain samples of 
all drug product components , it may be acceptable 
either to add known quantities of the analyte to the 
drug product or to compare the results obtained from 
a second, well characterized procedure, the accuracy 
of which is stated and/or defined. 
• Impurities (Quantitation) - It should be clear 
how the individual or total impurities are to be 
determined e.g., weight/weight or area percent, in 
all cases with respect to the major analyte. 
• Recommended Data - Accuracy should be 
assessed using a minimum of 9 determinations 
over a minimum of 3 concentration levels covering 
the specified range
PRECISION 
• Repeatability - Repeatability should be 
assessed using a minimum of 9 
determinations covering the specified range 
for the procedure and a minimum of 6 
determinations at 100% of the test 
concentration. 
• Intermediate Precision - Typical 
variations to be studied include days, 
analysts, equipment, etc. It is not 
considered necessary to study these effects 
individually. The use of an experimental 
design (matrix) is encouraged. 
• Reproducibility - Reproducibility is 
assessed by means of an inter-laboratory 
trial.
DETECTION LIMIT 
• Based on Visual Evaluation 
• Based on Signal-to-Noise 
• Based on the Standard Deviation of 
the Response and the Slope 
• Based on the Standard Deviation of 
the Blank 
• Based on the Calibration Curve
QUANTITATION LIMIT 
• Based on Visual Evaluation 
• Based on Signal-to-Noise 
• Based on the Standard Deviation of 
the Response and the Slope 
• Based on the Standard Deviation of 
the Blank 
• Based on the Calibration Curve
ROBUSTNESS 
• The evaluation of robustness should be considered during the 
development phase and depends on the type of procedure 
under study. It should show the reliability of an analysis with 
respect to deliberate variations in method parameters. 
• Examples of typical variations are: 
- stability of analytical solutions; 
- extraction time. 
In the case of liquid chromatography, examples of typical 
variations are: 
- influence of variations of pH in a mobile phase; 
- influence of variations in mobile phase composition; 
- different columns (different lots and/or suppliers); 
- temperature; 
- flow rate. 
In the case of gas-chromatography, examples of typical 
variations are: 
- different columns (different lots and/or suppliers); 
- temperature; 
- flow rate.
SYSTEM SUITABILITY TESTING 
• System suitability testing is an integral 
part of many analytical procedures. 
• The tests are based on the concept that 
the equipment, electronics, analytical 
operations and samples to be analyzed 
constitute an integral system that can be 
evaluated as such. 
• System suitability test parameters to be 
established for a particular procedure 
depend on the type of procedure being 
validated.

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Analytical validation

  • 1. VALIDATION OF ANALYTICAL PROCEDURES - Q2(R1) Dr. L. Prabakaran
  • 2. INTRODUCTION • This document presents a discussion of the characteristics for consideration during the validation of the analytical procedures included as part of registration applications of a respective regulatory bodies. • The objective of validation of an analytical procedure is to demonstrate that it is suitable for its intended purpose. • The characteristics applicable to identification, control of impurities and assay procedures is included. Other analytical procedures may be considered in future additions to this document.
  • 3. Types of Analytical Procedures to be Validated • Validation of analytical procedures is directed to the four most common types of analytical procedures: • Identification tests; • Quantitative tests for impurities' content; • Limit tests for the control of impurities; • Quantitative tests of the active moiety in samples of drug substance or drug product or other selected component(s) in the drug product.
  • 4. - Identification tests are intended to ensure the identity of an analyte in a sample. This is normally achieved by comparison of a property of the sample (e.g., spectrum, chromatographic behavior, chemical reactivity, etc) to that of a reference standard; - Testing for impurities can be either a quantitative test or a limit test for the impurity in a sample. Either test is intended to accurately reflect the purity characteristics of the sample. Different validation characteristics are required for a quantitative test than for a limit test;
  • 5. • Assay procedures are intended to measure the analyte present in a given sample. The assay represents a quantitative measurement of the major component(s) in the drug substance. For the drug product, similar validation characteristics also apply when assaying for the active or other selected component(s). The same validation characteristics may also apply to assays associated with other analytical procedures (e.g., dissolution).
  • 6. • The objective of the analytical procedure should be clearly understood since this will govern the validation characteristics which need to be evaluated. Typical validation characteristics which should be considered are listed below; • Accuracy • Precision − Repeatability − Intermediate Precision • Specificity • Detection Limit • Quantitation Limit • Linearity • Range
  • 7. • Furthermore revalidation may be necessary in the following circumstances; • changes in the synthesis of the drug substance; • changes in the composition of the finished product; • changes in the analytical procedure. • The degree of revalidation required depends on the nature of the changes. Certain other changes may require validation as well.
  • 8. SPECIFICITY • Specificity is the ability to assess unequivocally the analyte in the presence of components which may be expected to be present. Typically these might include impurities, degradants, matrix, etc. • Lack of specificity of an individual analytical procedure may be compensated by other supporting analytical procedure(s). • This definition has the following implications: • Identification: to ensure the identity of an analyte. • Purity Tests: to ensure that all the analytical procedures performed allow an accurate statement of the content of impurities of an analyte, i.e. related substances test, heavy metals, residual solvents content, etc. • Assay (content or potency): to provide an exact result which allows an accurate statement on the content or potency of the analyte in a sample.
  • 9. ACCURACY • The accuracy of an analytical procedure expresses the closeness of agreement between the value which is accepted either as a conventional true value or an accepted reference value and the value found. • This is sometimes termed trueness.
  • 10. PRECISION • The precision of an analytical procedure expresses the closeness of agreement (degree of scatter) between a series of measurements obtained from multiple sampling of the same homogeneous sample under the prescribed conditions. • Precision may be considered at three levels: repeatability, intermediate precision and reproducibility. • Precision should be investigated using homogeneous, authentic samples. • The precision of an analytical procedure is usually expressed as the variance, standard deviation or coefficient of variation of a series of measurements.
  • 11. • Repeatability Repeatability expresses the precision under the same operating conditions over a short interval of time. Repeatability is also termed intra-assay precision . • Intermediate precision Intermediate precision expresses within-laboratories variations: different days, different analysts, different equipment, etc. • Reproducibility Reproducibility expresses the precision between laboratories (collaborative studies, usually applied to standardization of methodology).
  • 12. DETECTION LIMIT The detection limit of an individual analytical procedure is the lowest amount of analyte in a sample which can be detected but not necessarily quantitated as an exact value.
  • 13. QUANTITATION LIMIT The quantitation limit of an individual analytical procedure is the lowest amount of analyte in a sample which can be quantitatively determined with suitable precision and accuracy. The quantitation limit is a parameter of quantitative assays for low levels of compounds in sample matrices, and is used particularly for the determination of impurities and/or degradation products.
  • 14. LINEARITY The linearity of an analytical procedure is its ability (within a given range) to obtain test results which are directly proportional to the concentration (amount) of analyte in the sample. RANGE The range of an analytical procedure is the interval between the upper and lower concentration (amounts) of analyte in the sample (including these concentrations) for which it has been demonstrated that the analytical procedure has a suitable level of precision, accuracy and linearity.
  • 15. ROBUSTNESS The robustness of an analytical procedure is a measure of its capacity to remain unaffected by small, but deliberate variations in method parameters and provides an indication of its reliability during normal usage.
  • 16. ANALYTICAL PROCEDURES VALIDATION METHODOLOGY • Its purpose is to provide some guidance and recommendations on how to consider the various validation characteristics for each analytical procedure. In some cases (for example, demonstration of specificity), the overall capabilities of a number of analytical procedures in combination may be investigated in order to ensure the quality of the drug substance or drug product. In addition, the document provides an indication of the data which should be presented in a registration application . • All relevant data collected during validation and formulae used for calculating validation characteristics should be submitted and discussed as appropriate.
  • 17. SPECIFICITY • An investigation of specificity should be conducted during the validation of identification tests, the determination of impurities and the assay. • The procedures used to demonstrate specificity will depend on the intended objective of the analytical procedure. • It is not always possible to demonstrate that an analytical procedure is specific for a particular analyte (complete discrimination). In this case a combination of two or more analytical procedures is recommended to achieve the necessary level of discrimination. • Identification • Assay and Impurity Test(s) • Impurities are available • Impurities are not available
  • 18. LINEARITY A linear relationship should be evaluated across the range (see section 3) of the analytical procedure. It may be demonstrated directly on the drug substance (by dilution of a standard stock solution) and/or separate weighings of synthetic mixtures of the drug product components, using the proposed procedure. Linearity should be evaluated by visual inspection of a plot of signals as a function of analyte concentration or content. If there is a linear relationship, test results should be evaluated by appropriate statistical methods, for example, by calculation of a regression line by the method of least squares. The correlation coefficient, y-intercept, slope of the regression line and residual sum of squares should be submitted. For the establishment of linearity, a minimum of 5 concentrations is recommended. Other approaches should be justified.
  • 19. RANGE • The specified range is normally derived from linearity studies and depends on the intended application of the procedure. It is established by confirming that the analytical procedure provides an acceptable degree of linearity, accuracy and precision when applied to samples containing amounts of analyte within or at the extremes of the specified range of the analytical procedure. • The following minimum specified ranges should be considered: • - for the assay of a drug substance or a finished (drug) product: normally from 80 to 120 percent of the test concentration; • - for content uniformity, covering a minimum of 70 to 130 percent of the test concentration, unless a wider more appropriate range, based on the nature of the dosage form (e.g., metered dose inhalers), is justified; • for dissolution testing: +/-20 % over the specified range
  • 20. ACCURACY • Assay • Drug Substance - application of an analytical procedure to an analyte of known purity • Drug Product - application of the analytical procedure to synthetic mixtures of the drug product components to which known quantities of the drug substance. - in cases where it is impossible to obtain samples of all drug product components , it may be acceptable either to add known quantities of the analyte to the drug product or to compare the results obtained from a second, well characterized procedure, the accuracy of which is stated and/or defined. • Impurities (Quantitation) - It should be clear how the individual or total impurities are to be determined e.g., weight/weight or area percent, in all cases with respect to the major analyte. • Recommended Data - Accuracy should be assessed using a minimum of 9 determinations over a minimum of 3 concentration levels covering the specified range
  • 21. PRECISION • Repeatability - Repeatability should be assessed using a minimum of 9 determinations covering the specified range for the procedure and a minimum of 6 determinations at 100% of the test concentration. • Intermediate Precision - Typical variations to be studied include days, analysts, equipment, etc. It is not considered necessary to study these effects individually. The use of an experimental design (matrix) is encouraged. • Reproducibility - Reproducibility is assessed by means of an inter-laboratory trial.
  • 22. DETECTION LIMIT • Based on Visual Evaluation • Based on Signal-to-Noise • Based on the Standard Deviation of the Response and the Slope • Based on the Standard Deviation of the Blank • Based on the Calibration Curve
  • 23. QUANTITATION LIMIT • Based on Visual Evaluation • Based on Signal-to-Noise • Based on the Standard Deviation of the Response and the Slope • Based on the Standard Deviation of the Blank • Based on the Calibration Curve
  • 24. ROBUSTNESS • The evaluation of robustness should be considered during the development phase and depends on the type of procedure under study. It should show the reliability of an analysis with respect to deliberate variations in method parameters. • Examples of typical variations are: - stability of analytical solutions; - extraction time. In the case of liquid chromatography, examples of typical variations are: - influence of variations of pH in a mobile phase; - influence of variations in mobile phase composition; - different columns (different lots and/or suppliers); - temperature; - flow rate. In the case of gas-chromatography, examples of typical variations are: - different columns (different lots and/or suppliers); - temperature; - flow rate.
  • 25. SYSTEM SUITABILITY TESTING • System suitability testing is an integral part of many analytical procedures. • The tests are based on the concept that the equipment, electronics, analytical operations and samples to be analyzed constitute an integral system that can be evaluated as such. • System suitability test parameters to be established for a particular procedure depend on the type of procedure being validated.