Accepted Manuscript Title: Generic chiral method development in supercritical fluid chromatography and ultra-performance supercritical fluid chromatography Author: Katrijn De Klerck Yvan Vander Heyden Debby Mangelings PII: DOI: Reference:
S0021-9673(14)00892-9 http://dx.doi.org/doi:10.1016/j.chroma.2014.06.011 CHROMA 355487
To appear in:
Journal of Chromatography A
Received date: Revised date: Accepted date:
12-4-2014 2-6-2014 3-6-2014
Please cite this article as: K. De Klerck, Y.V. Heyden, D. Mangelings, Generic chiral method development in supercritical fluid chromatography and ultraperformance supercritical fluid chromatography, Journal of Chromatography A (2014), http://dx.doi.org/10.1016/j.chroma.2014.06.011 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
GENERIC CHIRAL METHOD DEVELOPMENT IN SUPERCRITICAL FLUID
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CHROMATOGRAPHY AND ULTRA-PERFORMANCE SUPERCRITICAL
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FLUID CHROMATOGRAPHY
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Katrijn De Klerck, Yvan Vander Heyden and Debby Mangelings*
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Department of Analytical Chemistry and Pharmaceutical Technology, Center for
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Pharmaceutical Research (CePhaR), Vrije Universiteit Brussel - VUB, Laarbeeklaan
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103, B-1090 Brussels, Belgium
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* Corresponding author:
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Debby Mangelings
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Vrije Universiteit Brussel (VUB)
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Center for Pharmaceutical Research (CePhaR)
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Department of Analytical Chemistry and Pharmaceutical Technology (FABI)
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Laarbeeklaan 103
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B-1090 Brussels, Belgium
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Tel: (+32) 2 477 43 29, Fax: (+32) 2 477 47 35
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E-mail:
[email protected] 1 Page 1 of 39
Abstract
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The development of chiral separation methods in pharmaceutical industry is often a very
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tedious, labour intensive and expensive process. A trial-and-error approach remains
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frequently used, given the unpredictable nature of enantioselectivity. To speed-up this
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process and to maximize the efficiency of method development, a generic chiral
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separation strategy for SFC is proposed in this study. To define such strategy, the effect
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of different chromatographic parameters on the enantioselectivity is investigated and
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evaluated. Subsequently, optimization steps are defined to improve a chiral separation in
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terms of resolution, analysis time, etc. or to induce separation when initially not obtained.
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The defined strategy proved its applicability and efficiency with the successful separation
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of a novel 20-compound test set. In a second stage, the method transfer from a
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conventional to an ultra-performance SFC system is investigated for the screening step of
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the separation strategy. The method transfer proved to be very easy and straightforward.
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Similar enantioresolution values, but slightly shorter analysis times were obtained on the
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ultra-performance equipment. Nevertheless, even more benefit may be expected in ultra-
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performance SFC when customized sub-2µm chiral stationary phases will become
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available.
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Keywords
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SFC method development
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Chiral separation strategy
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Polysaccharide-based stationary phases
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Ultra-performance SFC
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Method transfer
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Highlights 2 Page 2 of 39
Investigation of the effect of different parameters in chiral SFC with polysaccharide-
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based selectors
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Definition of a chiral separation strategy for SFC
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Evaluation of the strategy with a novel 20-compound test set
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Method transfer from a conventional to an ultra-performance SFC system
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1. Introduction Over the past years, much attention has been paid to sub- and supercritical fluid
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chromatography (SFC) in the context of chiral separations [1-4]. By exploiting the
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benefits of sub- and supercritical fluids, fast and efficient enantioseparations can be
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obtained in SFC. Simply returning to ambient conditions evaporates the primary eluent,
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carbon dioxide (CO2), from the mobile phase after analysis. Hence, SFC can deliver a
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significant reduction in waste generation and - disposal compared to conventional high-
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performance liquid chromatography (HPLC) [5]. The higher flow rates, that can be
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applied in SFC, allow higher productivities relative to HPLC, which is an important asset
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in a pharmaceutical industrial environment to accelerate the drug development process
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[6,7]. Given these properties, SFC has become a predominant technique for (preparative)
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enantioresolutions [2,3,6-8].
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As for all separation techniques, chiral method development is also in SFC quite
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labour intensive. Enantioselectivity remains unpredictable and the best way to achieve
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appropriate separation conditions is by experimental trial-and-error. To make method
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development more efficient and faster, generic separation strategies can be utilized [9-
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12]. These strategies screen a chiral compound on a limited number of complementary
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chromatographic systems (stationary + mobile phase combinations) in order to find the
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most suitable system, showing the best enantioselectivity. Depending on the outcome of
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this screening, optimization steps guide the user further to obtain the desired separation.
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In case the desired separation could not be achieved, one is referred to screen in another
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separation technique.
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A generic screening approach in SFC, that allows a fast selection of an appropriate
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chromatographic chiral separation system for diverse chiral mixtures, was proposed
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earlier [13]. Polysaccharide-based chiral stationary phases (CSPs) were used in this
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screening because of their broad enantiorecognition capabilities and easy availabilities
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[3,14]. However, after executing this screening, one might not have achieved the desired
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separation yet. In that context, further method optimization steps can be defined. These
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aim to optimize resolution, selectivity, analysis time, and in relevant cases also the peak
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shape. A first part of this paper focuses on the influence of different parameters on a 4 Page 4 of 39
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chiral SFC separation. Based on this information, appropriate optimization steps are
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derived to complete the entire generic separation strategy. To evaluate the performance of
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this strategy, a novel 20-racemates set is tested. To catch up with the state-of-the-art technology found in the field of HPLC, SFC
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equipment is becoming better adapted, more robust and more reliable to achieve
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chromatographic separations with acceptable repeatability and reproducibility. In
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particular, the mobile phase density can be controlled much stricter, which is a crucial
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aspect in SFC since the density has a direct impact on the mobile-phase strength.
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Following the trend in HPLC, SFC is undergoing an evolution to ultra-high performance
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SFC (UHP-SFC) [15,16]. With minimal void volumes and maximal sensitivity, fast
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separations can be achieved with high efficiencies. Because certain parameters are
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different between the different systems, (enantio)separations might be impacted when
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transferred. A second part of this research therefore focuses on the method transfer from
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conventional SFC to UHP-SFC.
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2. Experimental
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2.1 Chromatographic equipment
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The analytical SFC method station from Thar® (Pittsburgh, PA, USA, a Waters®
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company) equipped with a Waters® 2998-DAD detector (Milford, MA, USA) was used
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for the first part of the experiments (definition of the separation strategy). The
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autosampler was equipped with a 10μl loop. For all analyses partial loop injections of 5μl
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were done. Data acquisition and processing were performed using Chromscope® V1.10
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software (2011) from Waters®.
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For the strategy evaluation and method transfer to UHP-SFC, an Acquity
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UltraPerformance Convergence Chromatography (UPC²) from Waters® was used. The
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system was equipped with a binary solvent manager, a sample manager with a fixed loop
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of 10μl, a convergence manager, an external Acquity column oven and a PDA detector.
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For all analyses partial loop injections of 5μl were done. Empower® 3 V7.10 software
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(2010, Waters®, Milford, MA, USA) was used for data acquisition and processing.
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The chromatographic conditions were different for the analyses performed during the optimization process. For this reason they are specified further. 5 Page 5 of 39
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2.2 Materials The columns Chiralpak® AD-H and Chiralcel® OD-H, OJ-H and OZ-H were
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purchased from Chiral Technologies (West Chester, PA, USA). Lux® Cellulose-1, -2,
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and -4 were purchased from Phenomenex (Utrecht, The Netherlands). To allow a fair
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comparison, all columns had dimensions of 250 mm x 4.6 mm i.d. with 5 μm particle
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size.
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2.3 Chemicals
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Methanol (MeOH), ethanol (EtOH) and 2-propanol (2PrOH) were HPLC grade and
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purchased from Fisher Chemicals (Loughborough, UK). Isopropylamine (IPA) and
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trifluoroacetic acid (TFA) were from Aldrich (Steinheim, Germany). CO2, was used as
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advised by the manufacturers of the individual SFC instruments. For the Thar®
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equipment this was quality 2.7 (purity
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for the UPC²® equipment quality 4.5 (purity
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Leeuw, Belgium).
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percentages.
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2.4 Chiral test set
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For the definition of the optimization steps and separation strategy, a generic chiral
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test set of 56 pharmaceuticals was used. Test solutions of these 56 racemates with a
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concentration of 0.5 mg/ml were made in methanol. The solutions were kept at 4°C when
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not used. The test set was composed of racemates with diverse structural, chemical, and
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pharmacological properties. Because it was used in earlier research, we refer to these
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papers for detailed information [17,18]. To evaluate the proposed separation strategy, a
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novel test set composed of 20 pharmaceutical racemates is used (Table 1). These
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racemates were also dissolved in MeOH at a concentration of 0.5mg/ml and kept at 4°C.
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2.5 Data processing
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For all enantioseparations, the resolution (Rs) is calculated using the European
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Pharmacopoeia equations applying peak widths at half heights [19]. Separations obtained
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with a resolution higher than 1.5 are considered as baseline separated. When the 6 Page 6 of 39
resolution is between 0 and 1.5 the separations are designated as partial. The selectivity
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(α) is calculated as the ratio of the retention factors of the last and first eluting
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enantiomers of a pair [19]. The void time was marked as the first disturbance of the
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baseline after injection of solvent. The retention time of the last eluting peak is taken as
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the analysis time.
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Microsoft® Excel (Microsoft® Corporation, 2010) was used for constructing the plots and graphs and for the statistical interpretation of the data (Student t-test and ANOVA).
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3. Results and discussion
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3.1 Screening step
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A generic chiral screening approach was derived from the evaluation of 12
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polysaccharide-based chiral stationary phases in combination with eight mobile phases
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(MP) (total of 96 chromatographic systems). The performance in terms of successful
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enantioseparations, and the complementarity of the latter systems were taken into
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account, to define a screening sequence (Fig. 1) [13]. The screening entails four
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experiments, evaluating four complementary polysaccharide-based stationary phases.
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This approach allowed the separation of all compounds from the 56-compound test set.
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However, not every separation is optimal, e.g. Rs < 1.5 (partial separations) or excessive
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analysis time can be obtained. In these cases further optimization imposes itself in order
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to obtain the desired enantioseparation. Because a number of factors influence
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enantioseparation in SFC, e.g. organic modifier, flow rate, pressure, temperature, etc., the
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optimization is not always evident. In a first part of this work, attention will be paid to
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these factors impacting enantioseparation. The obtained information will be used to
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define specific optimization steps in the context of a generic chiral separation strategy.
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3.2 Factors influencing enantioseparations in SFC
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Organic modifier type
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In most cases, pure CO2 is not adequate to elute (pharmaceutical) compounds. Most
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pharmaceutical compounds possess a structure with hydrophobic, hydrogen-bonding
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donor and -acceptor sites. This requires the addition of an organic modifier to the mobile
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phase to increase the solvent strength, allowing elution and analysis of these relatively
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polar compounds [4,5]. 7 Page 7 of 39
It is well-known that the organic modifier type in the mobile phase alters the
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enantioselectivity of a CSP towards certain racemates. The lipophilicity, polarity,
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basicity, i.e. the properties of the organic modifier affect the interactions between the
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solute and stationary phase [20]. Consequently, by changing the organic solvent in the
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mobile phase, different enantioseparations can be achieved on the same CSP. In chiral
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SFC, methanol, 2-propanol and ethanol are most often used as modifiers [6,12,21-24]. In
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our experience, MeOH is slightly more successful on the polysaccharide-based CSPs,
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followed by 2PrOH and EtOH. MeOH offers the additional advantage that its boiling
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point is lower than that of 2PrOH and EtOH, making solvent evaporation after analysis
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easier. The viscosity of MeOH is also lower and its use poses thus less stress on the
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CSPs.
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In earlier research, 12 polysaccharide-based chiral stationary phases were evaluated
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with eight MeOH- or2PrOH-containing mobile phases [13]. On eight of these twelve
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CSPs, a MeOH-containing mobile phase provided the highest success rate. For this
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reason we slightly favour MeOH over 2PrOH.
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As far as enantioselectivity is concerned, it is impossible to predict which solvent will
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provide the most favourable separation conditions for a given racemate. Earlier we
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selected four successful and complementary chromatographic systems, using a generic
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compound test set. We included these systems in a screening approach [13]. For most
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compounds, executing this screening should deliver appropriate selectivity to achieve the
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desired enantioseparation. We were able to separate (baseline or partially) the entire 56-
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compound test set using MeOH in combination with OZ-H (or LC-2) and OD-H (or LC-
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1); and using 2PrOH with AD-H and LC-4.
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However, in case no (satisfying) separation is obtained after this screening, it is
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advisable to screen the same CSPs with the alternative modifier, i.e. 2PrOH (for OZ-
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H/LC-2 and OD-H/LC-1) or MeOH (for AD-H and LC-4), since this broadens the
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enantioselective range. Different enantioselectivities, were observed when considering
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both modifiers. In most cases MeOH yields more separations (Table 2). AD-H seems an
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exception to this trend, since 2PrOH is much more successful than MeOH on this CSP.
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Nevertheless, on each CSP, a number of unique separations is provided by both
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modifiers. This explains the second step in our screening strategy, which proposes to
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screen the selected CSPs with an alternative modifier. We also noticed a unique enantioselectivity of some stationary phases in combination
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with EtOH. In case no enantioselectivity is obtained after screening with MeOH or
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2PrOH, EtOH can therefore be tested as alternative modifier. However, given the lower
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general success rate of EtOH, it would be less advisable to include this modifier in a first
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screening attempt.
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Concentration of the organic modifier
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In low concentrations (< 2-5%), the organic modifier competes with the analytes for
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interaction with residual silanol groups on the stationary phase. By surrounding the active
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silanol sites, the stationary phase becomes more uniform in terms of polarity and
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consequently peak shapes become more symmetrical. Hence, in the lower concentration
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range, an increase in modifier content is advantageous for the resolution of the
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separations. Once all silanol sites are covered by modifier molecules, a further increase in
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modifier concentration negatively influences the resolution by impacting the solvent
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strength of the mobile phase [25]. The separation efficiency also tends to deteriorate,
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since the analyte diffusion through the column is inhibited by the increasing mobile phase
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viscosity [26].
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These trends are clearly seen in the separation of clopidogrel on Chiralpak® AD-H
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(Fig. 2). When the modifier content is increased from 5 to 10% the resolution increases
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from 3.8 to 4.6. Increasing the modifier content above 10%, decreases the resolution. On
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the other hand, the analysis time is impacted by the mobile phase strength. A decrease
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from 7.98 to 2.75 min occurs when the modifier increases from 5 to 20%. Further
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increasing the modifier in the mobile phase to 40% decreases the analysis time to
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1.72 min. However, the relation between the analysis time and modifier content is not
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linear and the observed decrease in analysis time is higher in the lower concentration
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range (5-20%).
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Conclusively it can be stated that the most appropriate modifier content in the mobile
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should be a compromise between analysis time and resolution. In our strategy we propose
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to increase the modifier content when shorter analysis times are desired. If higher
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resolutions are desired we advise the opposite. As a compromise 20% modifier is used in
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the screening.
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Flow rate
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Supercritical fluid chromatography is suitable for fast analyses. Because the sub- or
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supercritical mobile phase has a low viscosity and high diffusivity, higher flow rates can
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be used compared to HPLC. Flow rates up to 5.0 ml per min are no exception in
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analytical SFC. Increasing the flow rate will fasten an analysis significantly, without
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compromising the separation efficiency too drastically.
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For example, when the flow rate for the enantioseparation of cetirizine is increased
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from 1 to 6 ml/min, the analysis time reduces with 84% (from 16.8 to 2.6 min), the Rs
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decreases less than 50% (from 12.42 to 6.41), while α remains almost unchanged (Fig. 3).
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The separation at 6 ml/min is still largely acceptable, and requires 14 min less than that at
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flow rate 1 ml/min. Increasing the flow rate above 6 ml/min was not possible due to
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pressure limitations of the CSP.
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Above an example is shown which actually is valid for all chiral SFC-separations.
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This is explained by the flatter profile of the Van Deemter curve in SFC compared to
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HPLC, allowing analyses at higher mobile phase velocities without a substantial loss in
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efficiency [5]. Hence, when optimizing analysis times in SFC, it is advisable to increase
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the flow rate, since the impact on the resolution remains rather limited. The limiting
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factors in this approach are the pressure restrictions imposed by the equipment and the
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chromatographic column.
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Back pressure
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To guarantee a constant mobile-phase density, a back-pressure regulator is employed
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in SFC controlling the pressure. The mobile-phase density has a direct impact on the
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mobile-phase strength, thus on the (enantio)selectivity and retention. A higher back
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pressure means a higher mobile-phase density, and –strength, and shorter retention times.
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As a consequence, the selectivity might also decrease.
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However, when exploring a pressure range in the search for optimal separation
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conditions, a user is restricted by the limitations of the polysaccharide-based column and
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the equipment. In practice, back pressures between 125 and 250 bar are commonly used 10 Page 10 of 39
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for chiral SFC separations. Using lower pressures harms the chromatographic results
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significantly since the sub-critical state of the mobile phase is no longer guaranteed [27]. In this pressure range (125-250 bar), the actual impact of the back pressure on the
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retention and selectivity is rather limited and considerably lower than that of the organic
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modifier content. In other words, when a large change in retention or selectivity is
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desired, the first step should be to adopt the modifier content in the MP. When fine-
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tuning a separation, the back pressure can be changed. For shorter retention/analysis
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times the back pressure should be increased, while decreasing is advisable when the
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selectivity should be improved.
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For the separation of econazole, a doubling of the back pressure from 125 to 250 bar
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decreases the retention of the last eluting peak from 8.5 to 6.4 min (Fig. 4). As a
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consequence, the partial resolution is lost when the back pressure is elevated above
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200 bar.
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For screening purposes, it is proposed to set the back pressure at 150 bar as a
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compromise between retention time and enantioselectivity. Consequently, reducing the
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back pressure to the lower limit of 125 bar would only result in a minimal gain in
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enantioselectivity. Therefore this step is not included in the partial separation branch of
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the strategy (see further). On the other hand, to speed up the analysis, it is more effective
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to increase the flow rate and/or modifier content than the back pressure. Therefore, an
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increase in back pressure is only recommended as a third choice to reduce the analysis
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time of baseline separations (see further).
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Temperature
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Temperature also influences the mobile-phase density. An increase results in a
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decrease of the mobile-phase density and has the above-mentioned consequences. It is
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important to realize that by reducing the temperature, the chromatographic conditions
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deviate further from the super- into the subcritical region. This does not create practical
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issues until the subcritical state turns into a two-phase state, which would deteriorate the
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chromatographic results significantly and prevents proper analyses. The vapour-liquid
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curve of the pressure-temperature phase diagram separates the two-phase region from the
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subcritical region. For (chiral) SFC separations it is thus important to remain above that
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vapour-liquid curve, but there are no further restrictions to the chosen conditions. SFC 11 Page 11 of 39
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separations can thus also be performed below 31°C, i.e. the critical temperature of pure
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carbon dioxide [27]. For polysaccharide-based columns, the temperature range is limited from 5 to 40-
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50°C, varying by column-manufacturer info. The actual impact of the temperature on the
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retention and selectivity in this workable range is rather limited. When the temperature is
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increased from 10 to 45°C (a 350% increase), the retention of the last eluting peak of
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carprofen only decreases from 2.70 to 2.56 min (a decrease of 5%) (Fig. 5). The
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resolution and selectivity of the separation are hardly affected by this temperature
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change.
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Summarized, it can be stated that although the temperature has an important impact
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on SFC separations, the workable temperature range with polysaccharide-CSPs is too
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limited to have a significant gain in analysis time or selectivity. For this reason, a
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temperature optimization is not included in the final separation strategy (see further). The
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temperature was therefore set at 30°C for all experiments, based on the study of Maftouh
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et al. [12].
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Additives
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In the screening, 0.1% isopropylamine (IPA) and 0.1% trifluoroacetic acid (TFA) are
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added to the modifier, of which only 20% in used in the mobile phase. Hence, the final
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concentration in the MP is 0.02% IPA and TFA. Nevertheless, their addition, even in
306
these low concentrations, affects the interactions between the analytes and the stationary
307
phase. Without the presence of additives in the MP, chromatographic results tend to
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deteriorate significantly. IPA and other basic amine-additives shield silanol sites on the
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stationary phase, decreasing the non-specific retention of analytes. They also compete
310
with the basic functional groups of analytes for interactions with specific sites on the
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stationary phase. These additives also neutralize charged groups of basic analytes, which
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is important for the interactions with neutral chiral selectors, such as polysaccharide-
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derivatives [18,28]. Acidic additives, such as TFA, suppress the ionization of acidic
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analytes.
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For polysaccharide-based chiral columns, these effects do not seem directly related
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to the concentration of the additives in the MP [29]. We investigated different additive
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concentrations in a range from 0.1 to 0.25% and saw only a minor impact on the retention 12 Page 12 of 39
or resolution. Peak shapes tend to be slightly sharper with increasing additive
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concentrations. On the other hand, adding less than 0.1% to the modifier was not
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sufficient to induce the desired effect; peak shapes and chromatographic results were
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unacceptable. Hence, in the screening, the additive concentration is set at 0.1% IPA and
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TFA in the modifier.
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Earlier, we observed a significant difference in enantioselectivity between the
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simultaneous use of IPA and TFA and the individual use of these additives [18]. In the
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latter case, TFA is used for acidic compounds and IPA for all other compounds. Since the
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success rate tended to be higher when combining the additives, we advise using this
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approach in a screening stage [18]. Moreover, the benefit is that the screening conditions
328
are the same for all compounds, independent of their chemical properties. However, in
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case the desired enantioseparation is not achieved, it can be useful to try only one single
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additive in the modifier. This is therefore recommended in the partial separation branch
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of the strategy (see further).
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3.3 Separation strategy
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Based on the above information and earlier experience, a separation strategy was
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defined (Fig. 6). This strategy was evaluated with a novel test set of 20 pharmaceutical
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racemates (Table 1). After executing the screening experiments, 18/20 compounds were
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separated. After applying the entire strategy, all compounds were baseline separated, with
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the exception of fluoxetine, which was partially separated (Rs = 1.3) (Table 3).
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Analysis time for these optimized separations was in 16/20 cases below 5 min, for 19/20 below 10 min and for fluoxetine 15 min.
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The separation strategy applied on two racemates, i.e. thioridazine and clopidogrel is
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presented in figures 7 and 8, respectively. The chromatograms (a-d) clearly show the
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complementarity of the chromatographic systems included in the screening step. After the
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optimization steps, good baseline separations with satisfying peak shapes and short
344
analysis times are obtained.
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3.4 Method transfer from conventional SFC to UHP-SFC
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The screening conditions from the separation strategy were transferred from a
347
conventional SFC to an ultra-performance (UPC²) SFC equipment. To evaluate the 13 Page 13 of 39
transfer, the 56-compound test set used as for the definition of the screening was applied.
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We refer to these earlier papers for more information on its composition [13,17,18]. The
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four chromatographic systems from the screening were evaluated, i.e. OZ-H and OD-H,
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with 20% (MeOH:IPA:TFA, 100:0.1:0.1, v:v:v), and AD-H and LC-4, with 20%
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(2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v) in the MP. The same columns and conditions were
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used on both instruments.
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Generally the method transfer from conventional to ultra-performance SFC seems
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rather straightforward. Usually similar separation results are achieved when applying the
356
same chromatographic conditions in conventional and ultra-performance SFC (Fig. 9).
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However, the success rates on all chromatographic systems obtained with the ultra-
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performance system are slightly lower (Fig. 10). In this context, it is important to analyse
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the results further since the difference in success rate may originate from small
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differences in resolution. A partial separation is any separation with a resolution higher
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than zero, while baseline separations have Rs > 1.5. Hence, in case a separation with
362
resolution 0.2 is obtained on one instrument, a small decrease in Rs on the other may
363
result in a loss of the separation.
d
M
an
357
We thus compared the resolutions and analysis times (AT) of the 56 compounds. The
365
obtained Rs and analysis times are similar but tend to be slightly lower on the UPC² than
366
on the conventional equipment (Fig. 11). These lower resolutions are reflected in the
367
lower success rates on the UPC². To assess the significance of the difference in Rs and
368
AT between both instruments, a two-tailed paired student t-test was performed.
Ac ce p
te
364
369
Table 4 summarizes the results in terms of the calculated t- and p-values. For two
370
chromatographic systems, i.e. AD-H and LC-4 with 2-propanol in the mobile phase, the
371
resolutions were not significantly different on the conventional Thar SFC and UPC². For
372
OD-H and OZ-H with methanol, the difference was determined to be significant.
373
The analysis times were slightly lower on the UPC² than on the conventional Thar
374
instrument. This difference was determined to be significant for all chromatographic
375
systems, with the exception of OD-H with methanol in the mobile phase.
376
Hence, to conclude it can be stated that, in general, the analysis times on the UPC² are
377
shorter than on the conventional SFC system. This can be related to the minimization of
378
the void volume in this equipment, resulting in a lower void time. However, this is not 14 Page 14 of 39
379
translated into separations with higher resolutions. In most cases, the resolutions were
380
slightly lower on the ultra-performance SFC system, on two of the four systems, this
381
decrease was significant. Thus, the resolutions are rather comparable between the two
382
systems, while a gain in analysis time is obtained with the ultra-performance system. However, the maximal potential of the UHP-SFC system might not be achieved with
384
the 5μm particle columns used in this study. Reducing the particle size to sub-2μm
385
dimensions, would possibly increase the separation efficiency significantly [15,16]. So
386
far, no sub-3μm chiral polysaccharide-based stationary phases are commercially
387
available. The coating of the polysaccharide-based selector on the silica and the uniform
388
and reproducible packing of these smaller particles appears to be very tedious. Hence,
389
more potential lies in UHP-SFC for chiral separations provided that adapted CSP become
390
available.
cr
us
an
391
ip t
383
For this study, where the same columns were used, the method transfer from the conventional to the ultra-performance system was very easy and straightforward.
393
3.5 Precision study: conventional SFC vs UPC²
M
392
To evaluate the precision of experiments on both systems, six enantioseparations;
395
bopindolol, mepindolol, methadone, mianserine, naringenin, and sotalol, were selected
396
and repeated twice over six consecutive days. The same chromatographic conditions were
397
used on both systems. Lux Cellulose-2 was used as stationary phase, with 20%
398
MeOH:IPA:TFA (100:0.1:0.1) in the mobile phase. The total flow rate was 3.0 ml/min,
399
the temperature 30°C and back pressure 150 bar. Detection was done at 220 nm. The
400
sample loop was 10μl and partial injections of 5μl were done for each sample.
Ac ce p
te
d
394
401
The inter- and intra-day variabilities and the intermediate precision (expressed in
402
variance) were estimated for each separation using ANOVA. Table 5 shows the results
403
for all separations on both systems. Two responses were considered: the resolution and
404
the analysis time (AT). The variances obtained with both systems were compared with an
405
F-test.
406
The intra-day variance on the Rs was not significantly different between the UPC²
407
and Thar for three compounds. For methadone and sotalol the variance was smaller on
408
the Thar than on the UPC², for mepindolol the opposite was seen. The inter-day 15 Page 15 of 39
variability was not significantly different for three compounds, while for mepindolol,
410
mianserine, and sotalol it was lower on the UPC². The intermediate precision was
411
significantly different for two separations: the variance for mepindolol was lower on the
412
UPC² and for methadone on the Thar system. These results indicate that there is no
413
distinct benefit of one system over the other concerning the repeatability of experiments
414
when considering the resolution as response.
ip t
409
Next, we considered the analysis time as response. Three separations yielded a
416
significantly different intra-day variability, i.e. bopindolol, methadone and naringenin.
417
The first two separations showed a lower variability on the Thar system, while the
418
opposite situation was seen for the last. The inter-day variability was significantly lower
419
on the Thar system for bopindolol and methadone and on the UPC² for mianserine,
420
sotalol and naringenin. The intermediate precision on the AT, was lower for bopindolol
421
and methadone on the Thar system and for naringenin on the UPC². Hence, the intra- and
422
inter-day variability and intermediate precision of the analysis times between both
423
systems are comparable, and no distinct advantage of one system over the other was seen.
424
Conclusively, these experiments showed that in terms of precision the performance of both systems were similar.
426
4. Conclusions
te
425
d
M
an
us
cr
415
To define a generic separation strategy, the impact of different parameters on chiral
428
SFC separations was investigated. The influence of organic modifier type and
429
- concentration, flow rate, back pressure, temperature and additives, were considered.
Ac ce p
427
430
When dissimilar enantioselectivity is sought, it is advisable to screen different
431
modifiers in the mobile phase. Methanol was favoured over 2-propanol and ethanol, since
432
this modifier tended to generate higher success rates on the polysaccharide-based CSPs,
433
although a broad complementarity exists between MeOH and 2PrOH. To extend the
434
enantioselective recognition, it is thus advisable to screen a CSP with both modifiers.
435
When higher resolutions are desired, the modifier concentration can be decreased.
436
When aiming to decrease the analysis time, the flow rate can be increased without
437
compromising the efficiency much. The back pressure and temperature only exert minor
438
influences on the resolution or analysis time of chiral SFC separations on polysaccharide-
439
derivatives. The latter information was used to define a separation strategy, which 16 Page 16 of 39
440
applicability was evaluated with a novel test set of 20 pharmaceutical racemates. All
441
racemates could be baseline separated, with the exception of fluoxetine. Analysis times
442
where below 10 min for all separated compounds. The developed approach was transferred from a conventional to an ultra-performance
444
SFC system. Similar separation results in terms of Rs were generated by both systems,
445
while the analysis times where slightly lower on the ultra-performance system. The
446
method transfer thus proved to be very easy and straightforward.
cr
ip t
443
A precision study was performed for six separations on the Thar and UPC² system.
448
Results showed no distinct advantage of one system over the other concerning the intra-,
449
and inter-day variabilities or the intermediate precision of the resolution and analysis time
450
of the separations.
an
us
447
More efficient separations could potentially be achieved using sub-2μm columns.
452
However, so far, no CSPs are commercially available with these particle dimensions.
453
Undoubtedly, there still remains a whole unexplored domain in this context for chiral
454
separations.
455
Acknowledgements
456
This work was financially supported by the Research Foundation Flanders FWO (projects
457
1.5.114.10N/1.5.093.09N.00).
458
The authors declared no conflict of interest.
Ac ce p
te
d
M
451
17 Page 17 of 39
List of figures
460 461 462 463
Figure 1: Scheme of the screening step as defined in [13]. In the top row the chiral stationary phases are presented, while the second row represents the used modifier concentration in the carbon-dioxide based mobile phase.
464 465 466 467
Figure 2: Separation results of clopidogrel on Chiralpak® AD-H with (2PrOH+ 0.1%TFA + 0.1%IPA) in the mobile phase in varying concentrations. a) obtained resolutions and b) the total analysis time in function of the percentage modifier content.
468 469 470 471 472
Figure 3: Results of the enantioseparation of cetirizine on Chiralpak AD-H with 20% (2PrOH + 0.1%IPA + 0.1%TFA) in the mobile phase as a function of the flow rate. (a) Overlay of the obtained chromatograms; (b) analysis time; (c) resolution and selectivity as a function of the flow rate.
473 474 475 476 477
Figure 4: Overlay of the chromatograms of econazole on Chiralcel® OZ-H with 20% (MeOH:IPA:TFA, 100:0.1:0.1, v/v/v) in the mobile phase. A flow rate of 3 ml/min and temperature of 30°C was used. The backpressures were 1) 125bar; 2) 150bar; 3) 175bar; 4) 200bar; 5) 225bar; and 6) 250bar. (Results generated with the UPC² system).
478 479 480 481 482
Figure 5: Chromatograms of the enantioseparation of carprofen on Chiralcel® OZ-H with 20% (2PrOH:IPA:TFA, 100:0.1:0.1, v/v/v) in the mobile phase. A total flow rate of 4 ml/min and back pressure of 150 bar was used. The temperatures were a) 10°C; b) 15°C; c) 20°C; d) 25°C; e) 30°C; f) 35°C; g) 40°C; and h) 45°C.
483 484
Figure 6: Chiral separation strategy for polysaccharide-based columns in SFC
485 486 487
Figure 7: Separation strategy applied on the racemate thioridazine. Chromatograms a-d: experiments from the screening step, e: optimized conditions.
488 489 490
Figure 8: Separation strategy applied on clopidogrel racemate. Chromatograms a-d are the results from the screening step, e is the result after optimization.
491 492 493 494 495 496
Figure 9: Transfer of the chromatographic conditions from conventional SFC (Thar equipment) to ultraperformance SFC (UPC² equipment). The separations are obtained on Lux Cellulose2, with 20% (MeOH:IPA:TFA, 100:0.1:0.1, v:v:v) in the mobile phase, flow rate 3.0 ml/min, 30°C, detection at 220nm, and a back pressure of 150 bar. a) mepindolol, b) naringenin, c) mianserine.
Ac ce p
te
d
M
an
us
cr
ip t
459
18 Page 18 of 39
Figure 10: Number of baseline (Rs > 1.5) and partial (0 < Rs < 1.5) separations achieved with the Thar SFC and UPC² systems on the four chromatographic systems of the screening.
500 501 502 503
Figure 11: Comparison of the screening results of the 56-compound test set on the ultra-performance and conventional SFC equipment. a) resolutions (Rs), b) analysis times. Straight line = line of equality.
Ac ce p
te
d
M
an
us
cr
ip t
497 498 499
19 Page 19 of 39
[1] G. Terfloth, J Chromatogr A, 906 (2001) 301.
507
[2] G. Guiochon and A. Tarafder, J Chromatogr A, 1218 (2011) 1037.
508
[3] B. Chankvetadze, J Chromatogr A, 1269 (2012) 26.
509
[4] K.W. Phinney, Anal Chem, 72 (2000) 204A.
510
[5] Z. Wang, in S. Ahuja (Editor), Chiral separation methods for pharmaceutical and
cr us
biotechnological products, Wiley, Calabash, North Carolina, US, 2011, p. 299.
an
511
Reference List
ip t
504 505 506
[6] L. Miller, J Chromatogr A, 1250 (2012) 250.
513
[7] L. Miller and M. Potter, J Chromatogr B Analyt Technol Biomed Life Sci, 875
d
(2008) 230.
te
514
M
512
[8] E.R. Francotte, J Chromatogr A, 906 (2001) 379.
516
[9] H. Ates, D. Mangelings and Y. Vander Heyden, in S. Ahuja (Editor), Chiral
517 518 519 520
Ac ce p
515
separation methods for pharmaceutical and biotechnological products, Wiley, Calabash, North Carolina, (US), 2011, p. 383.
[10] H. Ates, D. Mangelings and Y. Vander Heyden, J Pharm Biomed Anal, 48 (2008) 288.
521
[11] D. Mangelings and Y. Vander Heyden, Adv. Chromatogr, 46 (2008) 175.
522
[12] M. Maftouh, C. Granier-Loyaux, E. Chavana, J. Marini, A. Pradines, Y.Vander
523
Heyden and C. Picard, J Chromatogr A, 1088 (2005) 67. 20 Page 20 of 39
525 526
[13] K. De Klerck, D. Mangelings and Y. Vander Heyden, J. of Supercritical Fluids, 80 (2013) 50. [14] T. Ikai and Y. Okamoto, in A. Berthod (Editor), Chiral recognition in separation
ip t
524
methods - mechanisms and applications, Springer-Verlag, Berlin-Heidelberg
528
(Germany), 2010, p. 33.
cr
527
[15] T.A. Berger, Chromatographia, 72 (2010) 597.
530
[16] C. Sarazin, D. Thiebaut, P. Sassiat and J. Vial, J Sep. Sci, 34 (2011) 2773.
531
[17] K. De Klerck, G. Parewyck, D. Mangelings and Y. Vander Heyden, J Chromatogr
535 536
an
M
d
534
[18] K. De Klerck, D. Mangelings, D. Clicq, F. De Boever and Y. Vander Heyden, J Chromatogr A, 1234 (2012) 72.
te
533
A, 1269 (2012) 336.
[19] The European Pharmacopoeia, Directorate for The Quality of Medicines of the
Ac ce p
532
us
529
Council of Europe (EDQM), Cedex (France), 2005.
537
[20] G.O. Cantrell, R.W. Stringham and J.A. Blackwell, Anal Chem, 68 (1996) 3645.
538
[21] L. Miller and M. Potter, J Chromatogr B Analyt Technol Biomed Life Sci, 875
539
(2008) 230.
540
[22] L. Miller, J Chromatogr A, 1256 (2012) 261.
541
[23] C. Hamman, M. Wong, M. Hayes and P. Gibbons, J Chromatogr A, 1218 (2011)
542
3529. 21 Page 21 of 39
546 547 548
[25] D. Leyendecker, in R.M.Smith (Editor), Supercritical fluid chromatography, Royal Society of Chemistry, Loughborough (UK), 1988, p. 53.
ip t
545
(2008) 48.
[26] K.W. Phinney, in G. Subramanian (Editor), Chiral separation techniques, a
cr
544
[24] P. Franco and T. Zhang, J Chromatogr B Analyt Technol Biomed Life Sci, 875
practical approach, Wiley, Weinheim (Germany), 2001, p. 301.
us
543
[27] A. Tarafder and G. Guiochon, J Chromatogr A, 1265 (2012) 165.
550
[28] Y.K. Ye, K.G. Lynam and R.W. Stringham, J. Chromatogr. A, 1041 (2004) 211.
551
[29] K.W. Phinney and L.C. Sander, Chirality, 15 (2003) 287.
M
an
549
te
554
Ac ce p
553
d
552
22 Page 22 of 39
cr
ip t
Figure 1
Figure 1: Scheme of the screening step as defined in [13]. In the top row the chiral stationary phases are presented, while the second row
an
us
represents the used modifier concentration in the carbon-dioxide based mobile phase.
Chiralpak AD-H
Chiralcel OD-H or Lux Cellulose-1
20% MeOH**
20% 2PrOH**
20% MeOH**
Lux Cellulose-4
20% 2PrOH**
d
M
Chiralpak OZ-H or Lux Cellulose-2
Ac c
ep te
** With 0.1% isopropylamine and trifluoroacetic acid for all compounds.
Page 23 of 39
Figure 2
Figure 2: Separation results of clopidogrel on Chiralpak® AD-H with varying concentrations (2PrOH+ 0.1%TFA + 0.1%IPA) in the mobile phase a) obtained resolutions and b) the analysis time.
us
cr
ip t
a)
Ac
ce pt
ed
M
an
b)
Page 24 of 39
ip t
Figure 4
Ac c
ep te
d
M
an
us
cr
Figure 4: Overlay of the chromatograms of econazole on Chiralcel® OZ-H with 20% (MeOH:IPA:TFA, 100:0.1:0.1, v/v/v) in the mobile phase. A flow rate of 3 ml/min and temperature of 30°C was used. The backpressures were 1) 125bar; 2) 150bar; 3) 175bar; 4) 200bar; 5) 225bar; and 6) 250bar. (Results generated with the UPC² system)
Page 25 of 39
Figure 5
tR1 = 2.42min tR2 = 2.66min
Rs = 1.34 α = 1.15
tR1 = 2.40min tR2 = 2.63min
Rs = 1.39 α = 1.15
tR1 = 2.38min tR2 = 2.60min
Rs = 1.42 α = 1.15
e) 30°C
tR1 = 2.37min tR2 = 2.58min
Rs = 1.43 α = 1.14
f) 35°C
tR1 = 2.36min tR2 = 2.57min
Rs = 1.44 α = 1.14
g) 40°C
tR1 = 2.35min tR2 = 2.56min
Rs = 1.43 α = 1.14
tR1 = 2.36min tR2 = 2.56min
Rs = 1.43 α = 1.14
Ac
h) 45°C
M
d) 25°C
ed
c) 20°C
ce pt
b) 15°C
cr
Rs = 1.30 α = 1.16
an
tR1 = 2.45min tR2 = 2.70min
us
a) 10°C
ip t
Figure 5: Chromatograms of the enantioseparation of carprofen on Chiralcel® OZ-H with 20% (2PrOH:IPA:TFA, 100:0.1:0.1, v/v/v) in the mobile phase. A total flow rate of 4 ml/min and back pressure of 150 bar was used. The temperatures were a) 10°C; b) 15°C; c) 20°C; d) 25°C; e) 30°C; f) 35°C; g) 40°C; and h) 45°C. (Results generated on the UPC² system)
Page 26 of 39
Ac c
ep te
d
M
an
us
cr
Figure 6: Chiral separation strategy for polysaccharide-based columns in SFC
ip t
Figure 6
Page 27 of 39
Figure 9
Figure 9: Transfer of the chromatographic conditions from conventional SFC (Thar equipment) to ultraperformance SFC (UPC² equipment). The separations are obtained on Lux Cellulose-2, with 20% (MeOH:IPA:TFA, 100:0.1:0.1, v:v:v) in the mobile phase, flow rate 3.0 ml/min, 30°C, detection at 220nm, and a back pressure of 150 bar. a) mepindolol, b) naringenin, c) mianserine.
a)
Mepindolol Thar Rs = 6.86 tR1 = 6.10 min tR2 = 10.13 min
Naringenin
us
b)
cr
ip t
UPC² Rs = 6.76 tR1 = 5.47 min tR2 = 9.26 min
UPC² Rs = 3.16 tR1 = 5.72 min tR2 = 7.60 min
M
an
Thar Rs = 2.92 tR1 = 6.27 min tR2 = 8.12 min
ce pt
Thar Rs = 2.08 tR1 = 6.02 min tR2 = 6.79 min
ed
Mianserine
UPC² Rs = 2.18 tR1 = 5.43 min tR2 = 6.22 min
Ac
c)
Page 28 of 39
Figure 10
Figure 10: Number of baseline (Rs > 1.5) and partial (0 < Rs < 1.5) separations achieved with the Thar SFC and UPC² systems on the four chromatographic systems of the screening.
OD-H
LC-4
ip t
AD-H
Ac
ce pt
ed
M
an
us
cr
OZ-H
Page 29 of 39
Figure 11
Figure 11: Comparison of the screening results of the 56-compound test set on the ultraperformance and conventional SFC equipment. a) resolutions (Rs), b) analysis times. Straight line = line of equality.
a)
ip t
20
cr
15
us
10 5 0
b)
5
10 15 20 Rs conventional SFC
ed
30 25
ce pt
20 15 10 5
Ac
AT ultra-performance SFC (min)
25
M
0
an
Rs ultra-performance SFC
25
0
0
5 10 15 20 25 AT conventional SFC (min)
30
Page 30 of 39
ip t
Figure 7
cr
Figure 7: Separation strategy applied on thioridazine. Chromatograms a-d: screening experiments, e: optimized conditions. (Results generated with the UPC² system) a)
us
Chiralcel OZ-H Rs = 3.1 AT = 13.9 min
d)
e)
ep te
Chiralcel OD-H Rs = 0.0 AT = 3.8 min
d
c)
M
Chiralpak AD-H Rs = 0.0 AT = 14.1 min
Lux Cellulose-4 Rs = 6.4 AT = 32.1 min
OPTIMIZED CONDITIONS Chiralcel OZ-H, 35% (MeOH/IPA/TFA, 100/0.10.1, v/v/v, flow rate 4.0 ml/min) Rs = 1.8 AT = 3.4 min
Ac c
SCREENING
an
b)
Page 31 of 39
ip t
Figure 8
d)
e)
us an M
Chiralcel OD-H Rs = 0.0 AT = 2.1 min
Lux Cellulose-4 Rs = 0.6 AT = 1.9 min
d
SCREENING
c)
Chiralpak AD-H Rs = 4.2 AT = 2.9 min
ep te
b)
Chiralcel OZ-H Rs = 0.0 AT = 2.0 min
Ac c
a)
cr
Figure 8: Separation strategy applied on clopidogrel. Chromatograms a-d are the results from the screening step, e is the result after optimization. (Results generated with the UPC² system)
OPTIMIZED CONDITIONS: Chiralpak AD-H, 35% (2PrOH/IPA/TFA, 100/01/0.1, v/v/v, flow rate 4.0 ml/min) Rs = 2.5 AT = 1.4 min
Page 32 of 39
ip t
Figure 3
cr
Figure 3: Results of the enantioseparation of cetirizine on Chiralpak AD-H with 20% (2PrOH + 0.1%IPA + 0.1%TFA) in the mobile phase as a function of the flow rate. (a) Overlay of the obtained chromatograms; (b) analysis time; (c) resolution and selectivity as a function of the flow rate.
(b)
Ac c
ep te
d
M
an
us
(a)
(c)
Page 33 of 39
Table 1
TABLE 1 : Test-set compounds used to evaluate the separation strategy. Racemate Carprofen
Structure
Origin Sigma-Aldrich, Steinheim, Germany
Madaus AG, Köln, Germany
Celiprolol
Origin unknown
Ceterizine
Sigma-Aldrich, Steinheim, Germany
Clopidogrel
Origin unknown
an
us
cr
ip t
Carteolol
Gift from Phenomenex
M
Cyclopentolate
Janssen research foundation, Beerse, Belgium
ed
Econazol
Fluoxetine
Ac
Indapamide
ce pt
Felodipine
Hassle (Astra), Sweden
Sigma-Aldrich, Steinheim, Germany Sigma-Aldrich, Steinheim, Germany
Indoprofen
Sigma-Aldrich, Steinheim, Germany
Isradipine
Origin unknown
Lorazepam
Wyeth, NY, USA
Page 34 of 39
TABLE 1 : Test-set compounds used to evaluate the separation strategy. Janssen research foundation, Beerse, Belgium
D/L-Nebivolol
Janssen research foundation, Beerse, Belgium
Ondansetron
Glaxo Wellcome, Belgium
Temazepam
Origin unknown
Terazosine
Sigma-Aldrich, Steinheim, Germany
an
us
cr
ip t
Miconazol
Origin unknown
M
Thioridazine
Origin unknown
Ac
ce pt
ed
Trans-stilbene oxide
Page 35 of 39
Table 2
TABLE 2: Number of separations obtained with the 56-compound test set using 20% methanol (MeOH) or 2-propanol (2PrOH) in the mobile phase (with 0.1% isopropylamine and 0.1% trifluoroacetic acid added to the modifier). The separations that are only obtained with one modifier on a given stationary phase are considered as unique separations. Unique separations MeOH 2PrOH 15 2 3 17 7 2 9 4
ce pt
ed
M
an
us
cr
ip t
Partial separations MeOH 2PrOH 18 10 11 12 14 10 14 12
Ac
OZ-H AD-H OD-H LC-4
Baseline separations MeOH 2PrOH 27 22 12 25 27 25 28 24
Page 36 of 39
ip t
Table 3
d
M
an
us
Selected optimal separation conditions CSP Flow rate Modifier Modifier type (ml/min) (%) OZ-H 4.0 20 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v OD-H 4.0 30 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 15 EtOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 35 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 35 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 3.0 20 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v OZ-H 4.0 20 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 10 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v OZ-H 2.0 5 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v OD-H 4.0 30 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 35 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v LC-4 3.0 10 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v OZ-H 4.0 35 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 15 2PrOH:IPA:TFA, 100:0.1:0.1, v:v:v OZ-H 4.0 25 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v OD-H 4.0 40 MeOH:IPA, 100:0.1, v:v OZ-H 4.0 35 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v AD-H 4.0 30 MeOH:IPA, 100:0.1, v:v OZ-H 4.0 35 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v OZ-H 3.0 20 MeOH:IPA:TFA, 100:0.1:0.1, v:v:v
ep te
Ac c
Carprofen Carteolol Celiprolol Ceterizine Clopidogrel Cyclopentolate Econazole Felodipine Fluoxetine Indapamide Indoprofen Isradipine Lorazepam Miconazol D/L-Nebivolol Ondansetron Temazepam Terazosine Thioridazine Trans-stilbene oxide
Separation results Rs α AT (min) 1.6 1.2 2.6 2.6 6.5 1.3 1.5 1.3 3.8 5.5 2.4 2.2 2.5 1.5 1.4 4.8 1.7 2.8 1.6 1.1 5.3 2.0 1.2 4.9 1.3 1.1 15.0 1.5 1.3 3.6 2.7 1.2 4.5 1.6 1.1 7.2 3.0 1.4 2.9 2.0 1.2 5.4 2.2 1.5 1.9 3.4 1.4 3.0 2.0 1.2 4.2 1.7 1.2 3.7 1.8 1.2 3.4 4.4 1.6 1.9
cr
Table 3: For separation strategy: separation results and optimal separation conditions for the 20 compounds from the test set.
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Table 4
Table 4: Two-tailed paired student t-test applied on the data obtained for the 56 compounds (58 enantiomer pairs) on the Thar and UPC².
AT
t-value
Chiralpak AD-H 20% 2PrOH:IPA:TFA 1.66
Chiralcel OD-H 20% MeOH:IPA:TFA 3.10
Lux Cellulose-4 20% 2PrOH:IPA:TFA 0.41
p-value
1.46.10-3
5.15.10-2
1.50.10-3
3.42.10-1
t-value
2.06
1.71
1.50
4.43
p-value
2.20.10-2
4.62.10-2
6.93.10-2
2.14.10-5
ip t
Rs
Chiralcel OZ-H 20% MeOH:IPA:TFA 3.11
Ac
ce pt
ed
M
an
us
cr
With Rs the resolution and AT the analysis time as responses. Null hypothesis H0 : XThar = XUPC², with X a given response (Rs or AT). t57,α=0.05 = 1.67. Significant t- and p-values are marked in bold.
Page 38 of 39
Table 5
Table 5: Results of the six precision studies of two sample injections on six consecutive days on the UPC² and Thar systems, expressed in variances. Intermediate precision UPC² Thar
3.86.10-2 2.47.10-2
2.03.10-2 6.23.10-3
1.14.10-1 4.19.10-3
5.85.10-2 6.58.10-4
1.53.10-1 2.89.10-2
7.88.10-2 6.88.10-3
1.57.10-3 2.06.10-2
1.44.10-2 7.67.10-3
4.98.10-3 1.18.10-2
1.78.10-1 1.89.10-3
6.56.10-3 3.24.10-2
1.93.10-1 9.56.10-3
9.9.10-4 2.06.10-2
1.89.10-5 3.87.10-3
2.99.10-4 1.18.10-2
4.06.10-4 9.17.10-5
1.29.10-3 3.24.10-2
4.25.10-4 3.96.10-3
1.88.10-3 8.78.10-4
8.06.10-4 1.08.10-3
7.03.10-5 6.33.10-6
1.39.10-3 2.50.10-5
2.03.10-3 3.46.10-3
3.14.10-4 2.80.10-3
5.30.10-5 7.17.10-6
7.43.10-4 4.17.10-5
2.08.10-3 3.46.10-3
1.06.10-3 2.84.10-3
2.48.10-3 8.87.10-4
7.13.10-2 4.15.10-2
2.03.10-4 3.75.10-6
1.33.10-3 2.65.10-4
2.68.10-3 8.91.10-4
7.26.10-2 4.18.10-2
cr
ip t
Inter-day variability UPC² Thar
1.95.10-3 8.84.10-4
us
an
Bopindolol Rs AT Mepindolol Rs AT Methadone Rs AT Mianserine Rs AT Sotalol Rs AT Naringenin Rs AT
Intra-day variability UPC² Thar
2.20.10-3 1.11.10-3
Ac
ce pt
ed
M
With Rs the resolution and AT the analysis time. The results obtained on the UPC² and Thar are compared with an F-test, the smallest variance of both is marked in bold if the difference is calculated to be significant, F11,11;α=0.05 = 2.82.
Page 39 of 39