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THE PHARMA REVIEW
(NOVEMBER - DECEMBER 2011) |
Application of Statistical
Model Of Factorial Design In Formulation
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Dr. Pradnya
Palekar Shanbhag, Mahesh Abhyankar, Sanket Shah, Sudarshan Kalsulkar, Gaurav
Tripathi, Prafulla Belge
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Abstract: 22 factorial design statistical
model was applied in formulation development and
processing conditions for Paracetamol (PCT) effervescent
and non effervescent granules. Solid dispersion of PCT
with PEG 6000 in the ratio 1:0.5 was prepared to
increase the aqueous solubility of the drug and hence
the drug release for dispersible effervescent granules.
In the formulation of dispersible effervescent granules
of PCT, in vitro effervescence time was the dependent
variable (maximum up to 2 minutes) and the
concentrations of two effervescent agents were the two
independent variables chosen at two different levels. In
the formulation of non effervescent granules of PCT
angle of repose was the dependent variable (with
excellent flow) and the concentration of binder and
lubricant were the two independent variables chosen at
two different levels. Using polynomial equation Y= B0 +
B1X1 + B2X2 + B12X1X2, three new formulations were
chosen and performed to evaluate experimental and
predicted responses. A good correlation was obtained
between the experimental and the predicted values for
non effervescent granules but the same was not for
dispersible effervescent granules because a
stoichiometry exists between the effervescent agents for
effervescence to occur.
Introduction: 1,2,3 In formulation and process
development, one of the two basic approaches is adopted
which includes randomized approach (or experimentation)
and factorial design (optimization). The randomized
approach is time consuming, unreliable, costly and often
unsuccessful whereas factorial design is a useful tool
since various independent variables at different levels
are evaluated against dependent variables to obtain
maximum information in minimum number of runs and hence
it is efficient and economical.
The aim of the present work was to observe the
application and practicality of statistical model like
22 factorial design in formulation development and
processing conditions at undergraduate level for process
and formulation variables. A representative example of
process variable was formulated as non-effervescent
granules of Paracetamol (PCT) and that of pharmaceutical
formulation variable was formulated as dispersible
effervescent granules of PCT for paediatric use.
Paracetamol (PCT), an analgesic and antipyretic agent
with weak anti-inflammatory activity has a paediatric
dose of 120 – 250 mg orally. It is slightly soluble
water and hence solid dispersion was made to increase
the solubility in the effervescent granules to be added
to water during administration.
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