shawn helmueller, jason hill extraction online analysis · production facilities contract out their...
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ONLINE SFE-SFC FOR MONITORING BATCH EXTRACTION PROCESSES Shawn Helmueller, Jason Hill Waters Corporation, Milford MA, USA, 01757
INTRODUCTION Online SFE-SFC instrumentation is used to generate real-
time analytical information during batch extractions.
Strategies for optimizing extraction cycles, vessel
switching, and scaling to bulk processes are discussed.
Routine analysis is essential during each stage of the
cannabis production workflow. However, many cannabis
production facilities contract out their analyses to third-
party analytical testing laboratories. Since each sample
carries a significant price tag, production facilities are
selective in the samples they submit for analytical testing.
This lack of analytical information produces a knowledge
gap with regard to basic quality control checkpoints and
formulation research and development that results in
workflow inefficiencies and inconsistent products. In
addition, samples that are submitted for testing can take a
week or more for labs to return results. This means acute
issues linger until issues are identified and corrective
actions are made. Moving analysis in-house significantly
reduces turn-around time for receiving feedback about a
particular process, resulting in increased productivity and
improved batch-to-batch quality.
Here, this idea of fast, continuous feedback is taken a step
further. Extract chromatographic analysis is moved online,
at the moment of extraction, using online SFE-SFC
systems. This real-time extraction analytical information
has the potential to quickly identify and correct
inefficiencies in the extraction workflow, while streamlining
the tedious optimization/re-optimization processes involved
in developing targeted extraction outcomes.
SYSTEM CONFIGURATION
Acknowledgments:
The authors would like to thank Chris Hudalla, ProVerde Laboratories, and Sylvain Cormier, Waters Corporation, for their collaboration in portions of this work.
Initial investigations were done utilizing a manufactured mixture of
acetophenone and trihydroxyacetophenone spiked onto an inert matrix of
diatomaceous earth. This allows for a simplification of the complex sample-
matrix interactions that take place in natural products, allowing for focus on the
system interface and system characteristics. Figure 3 (above) shows an initial
extraction method that has three stages over the course of 40 minutes. The
extraction starts out at low pressure and neat CO2, increases the pressure, then
adds a polar modifier to complete the extraction of the more polar compound.
Normally the analyst is blind to the effect each one of these method stages has
on the extraction of the target analytes, but here operators can clearly see what
is extracted when and adjust their method accordingly.
Figure 4 (above) shows an optimized extraction developed from information
gained in figure 3. The ability to develop and optimize extraction methods at the
analytical or semi-preparative scale provides a huge savings in time and sample
consumption for research and development.
Figure 5 (left) shows scaling at the analytical scale is influenced significantly by
the solvent exchange rate in the extraction vessel. As long as the exchange rate
is held constant, 1 column volume per minute in this case, extractions performed
at the 5 mL and 10 mL scale are nearly identical. Provided enough control of
system set points, those optimized methods can be scaled up to the production
scale system relatively easily. However, analytical and preparative scale systems
can operate in vastly different flow rate regimes (with much different exchange
rates). When developing preparative SFE methods at the analytical scale, it is
important to start with the end goal in mind. Questions to ask are:
1.) What is the flow rate on the prep system?
2.) What is the vessel size on the prep system?
Next, the proper analytical configuration can be selected for doing development
work for the target production system. Figure 6 (left) shows an optimized
analytical scale extraction performed in the same flow rate regime as a 5L prep-
scale extraction at 200 g/min; the analytical system utilized a 100mL vessel and a
flow rate of 4mL/min. Development work at this scale used 50 times less sample
per run than if the same development work were performed using the 5L prep
system. The next step would be to employ the method parameters developed at
the analytical scale in the preparative extraction system.
This online SFE-SFC approach was implemented on a production SFE system to
monitor the cannabinoid extraction process (Figure 7, below). Under mild
extraction conditions (150 bar, 50oC) the less polar, lower molecular weight
neutral cannabinoids (black) are readily extracted and their extraction rate
steadily decreases throughout the duration of the run, while extraction rate of
the heavier, more polar acidic cannabinoids (red) is constant. Increasing
pressure corresponds to an increase in extraction of the acidic cannabinoids.
Detailed extraction conditions and figure details can be found in the figure
caption.
Analytical feedback is needed at every stage of the cannabis
processing workflow
Analytical and preparative SFE systems were coupled with UPC2 for
real-time analytical feedback on batch extraction cycles
Method optimization and scaling parameters were investigated at the analytical scale using a manufactured mixture of acetophenone and
trihydroxyacetophenone
Sample runtime was decreased from 40 minutes to 15 minutes using
online SFC feedback
Vessel exchange rate was identified as an important scaling parameter and strategies for scaling from analytical to preparative
SFE are being investigated
SFE-SFC instrumentation was deployed to begin studying targeted
natural products extractions for cannabis
Figure 1. SFE-UPC2 system interface for monitoring extraction
cycles. Depending on a number of factors, a split of the extraction flow or full extraction flow can be taken to the chromatographic system.
Online AnalysisExtraction
ABPR
Split
PDA
Waste/
Collection
2D inject
valve
UPC2
Isolation
Valve
Extraction
Vessel
Valve
Figure 2. 2D data generated from the SFE-SFC set up in figure 2. The blue trace is a multi-injection UPC
2 chromatogram of extraction
effluent and the red trace is a UV “extractogram” at 228nm.
Figure 3. SFE-SFC data generated for the extraction of acetophenone and trihydroxy-acetophenone using Waters MV-10ASFE and UPC
2. Bottom shows real-time UV data of
the extraction effluent. Top shows SFC analyses of extraction effluent every 2 minutes throughout the extraction cycle. Peaks 1 and 2 correspond to acetphenone and trihydroxyacetophenone, respectively.
RESULTS AND DISCUSSION
Figure 5. Scaling vessel size from 5mL (red) to 10mL (black) at 1.0 column volumes per minute. Notice how the extraction profiles are the same as long as the exchange rate is held constant.
Figure 6. Analytical scale method development for preparative scale SFE. Extraction of the acetophenone mixture using a 100mL extraction vessel and flow rate of 4mL min. Exchange rate (0.04 CV/min) mimics 5L prep SFE system flowing at 200 mL/min.
Figure 4. Optimized extraction developed from information gained from figure 3. Exchange rate and extraction temperature were held constant for both extractions (1 CV/min). Extraction pressure and duration of method steps were optimized resulting in decreased run-time, while maintaining good analyte selectivity.
Figure 7. Batch extraction monitoring using SFE-SFC approach. Extraction conditions are as follows: Pressure variable from 150-200 bar, temperature 50
oC,
flow rate 170 g/min. The black trace corresponds to chromatographic data collected at 228nm and shows extraction of the neutral cannabinoids. The red trace corresponds to data collected at 270nm and shows extraction of the acidic cannabinoids. The inset shows peak identifications for the injection made at the 20 minute mark. Inject-to-inject cycle time was 1 minute, and a total of 60 individual, real-time analyses are shown.
CONCLUSION
In a traditional extraction workflow, extract analysis takes place after the extraction is complete. In a batch production environment these results inform on the next extraction, but it is often too late to affect that particular batch. Here, extract analysis is accomplished at the point of extract generation, even before fraction collection. This gives real-time feedback about the currently running extraction cycle and allows processors to make decisions with regard to a number of extraction parameters such as temperature, pressure, flow rate, duration, etc. Figure 1 (above) shows a block diagram of the 2D system interface.
Two SFE-SFC systems were developed. One consists of Waters 5L Bio-Botanical Extraction System (BBES) and Waters UPC
2 . The
other utilizes Waters MV-10 ASFE and UPC2; the general layout and
operation is largely the same. Full-flow or a split is taken from the main extraction flow and sent to the chromatographic system for analysis. Prior to extraction, an analytical method is developed for the analysis of interest. During extraction, multiple injections are made during a single analytical run. As soon as the previous injection finishes separating, the next sample is loaded and injected. An example of the data collected is shown in Figure 2 (below). Process resolution, or the time between analytical injections, is determined by the analytical cycle time, so fast separations are desirable.