Current research
activities include:
Crystallization
Process Control with Process Analytical Technology
The purpose of this work is to implement
modern process engineering and sensor technologies
to monitor and determine critical variables in
the crystallization process such as supersaturation
profile, nucleation, crystal size distribution
and polymorphic form. This research can aid in
the development of data reduction methods and design
process control schemes through the use of online
sensor technologies such as (but not limited to)
Focused Beam Reflectance Measurement (FBRM), vibrational
spectroscopy, turbidity and x-ray diffraction.
Seeding
Technology
Research in seed technology concentrates on the development of quantitative
methods and experimental procedures to allow optimization of the amount and
size of seed added, methods of seed preparation, strategies for addition, and
exploration of the role of seed morphology. Other areas include exploration
of final crystal morphology and the use of seed to insure desired crystal size
distribution, crystal shape and correct solid form.
Defining
API as a Drug Substance plus Additive/Excipients
There is substantial interest in developing strategies and approaches to redefining
the active pharmaceutical ingredient (API) as a drug substance, plus additives
or excipients. This interest is based on the desire to prepare API with desirable
properties including amorphous material with high solubility and crystals with
optimum morphology and shape. For example, it may be possible to alter the
needle like character of the drug substance so that the crystals are more equi-dimensional
improving flow and handling. By defining the API as drug substance plus additives/excipients,
one can avoid problems that may arise from having to perform the combination
step during formulation. A future purpose of this work is to address the regulatory
implications of this strategy and to establish methods of validation of redefined
APIs.
Investigation
of Relationship between Prenucleation Aggregation
and Eventual Polymorphic Form
This project is designed to test the hypothesis
that the polymorph that crystallizes is the one
with the most similar structure to solution aggregates
or the liquid phase in the case of crystallization
from amorphous phases. Model compounds which have
polymorphic forms with distinctly different hydrogen
bonding motifs will be identified, e.g., the enantiotrophic
captopril system. The solution speciation in each
of these systems will be determined using a combination
of molecular spectroscopies. These data will be
used to establish if there is a predictive link
between molecular assembly in solution and eventual
polymorphic form. As an alternative approach, crystallization
from supercooled melts will be investigated for
polymorphic compounds.
The
Use of Computational Fluid Dynamics (CFD) for
Analysis and Scale-up of Crystallization Processes
A CFD model will be used
to simulate the anti-solvent crystallization process
in order to investigate the effect of process operational
parameters, e.g., stirrer type, stirrer size, agitation
rate, addition rate and addition location, on the
anti-solvent dispersion and supersaturation distribution.
A sensitivity analysis based on these simulations
will be used to guide optimization of process conditions
to avoid unfavorable high local supersaturation as
a result of poor mixing and subsequent scale-up.
Scale-up of batch crystallizers with agitators can
not enforce similarity between prototype and models
in all aspects, geometric, dynamic and kinematic.
Simulations will reveal the important few operating
factors and point to which similarities are critical.
The
Role of Supersaturation and Kinetics on Polymorphism
Many pharmaceutical compounds
crystallize as multiple polymorphs depending on the
conditions of crystallization. The control of the
final form is essential for both product performance
and compliance reasons. The critical crystallization
conditions include temperature, supersaturation,
solvent employed and impurities present. Supersaturation
is a key controllable parameter, which can have a
major effect on the “energetic selection” of
the polymorph that will form. Traditional wisdom
says that crystallization from higher supersaturation
will preferentially produce meta-stable forms first.
However, the range of supersaturation levels necessary
and the time that the meta-stable form will persist
in the crystallizer before transforming to the stable
form are only qualitatively understood. The relationship
between the supersatruation levels necessary to produce
or avoid a high energy form will be compared to the
relative free energies of the form to develop a response
surface for the critical crystallization factors.
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