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www.outco.com
Dr. Markus Roggen
VP Extraction
OutCo, San Diego
1
Controlling Cannabinoids and
Terpenes in Flower and Extract
www.outco.com
• Background on Cannabis
• Understanding Dry and Cure
• Controls in Dry and Cure
• Optimizing Extraction
• Controls in Extraction
• Thanks / Product Plugs / Veneration
2
Abstract
www.outco.com
3
Background
www.outco.com
4
Background
www.outco.com
5
Background
www.outco.com
So many molecules we should keep track of
6
What is in Cannabis?
>140 Cannabinoids >200 Terpenes
~30 Flavonoids
Alcohols, Phenols
Aldehydes, Ketones
Alkaloids
Carbohydrates, Fatty Acids
Lactones
www.outco.com
7
What is Drying and Curing?
Dry Room Conditions: Prevent spoilage
• 60-74˚F
• 40-60% humidity
• Water Activity monitoring
• Aim for <0.65Aw by day 5-7
Curing Conditions: Even out moisture
• Different containers
• bucket, glass, box, bag, …
• Ambient conditions
• 40-50% humidity, 70˚F
• Length of time
• At least 1 week, up to 3 month
www.outco.com
• Moisture loss is driven by a difference in vapor pressure
• Balance between inhibiting mold growth and terpene loss
Water Activity during Dry and Cure
0.45
0.55
0.65
0.75
0.85
0.95
0 5 10 15 20 25 30
WaterActivity
Day
Water Activity
Aw of 0.65 represents the
value in which Botrytis cannot
continue to grow
Terpene Content (% dry weight)
Rapid Dry Slow Dry
Lemonade
Haze 1.42 1.82
Sour Tangie 1.69 2.2
www.outco.com
• Dominated by hydrolytic enzymes, e.g. starch to sugar
• Furans from browning positively influence flavor
• Degrading carotenes negatively influence flavor
Success depends on:
• Leaf maturity
• Temperature
• Humidity
• Water content of leaf 9
Chemistry of Curing
Figure ref.: DOI: 10.1080/00380768.2013.842884
www.outco.com
What gasses are given off in other plants?
How do these correlate with the curing of cannabis
“The Burp”?
10
Cannabis vs. post-harvest research
www.outco.com
Plant Material:
• Mendo Breath
• Tangimal
Treatments:
• Control (no burp)
• OutCo Burp: for the first three days lids
will be removed for 15-20 minutes and
flower turned
• Industry Burp: lid opened daily for 1
hour for two weeks and flower turned
The Burp Project
www.outco.com
The Burp Project: CO2
Ambient CO2
Ambient CO2
Burp Burp
• CO2 builds over
time
• A burp releases
CO2 and instantly
encourages the
buildup of CO2
• Industry burp,
although longer,
immediately and
most drastically
increases CO2.
• Allowing in more
O2 for respiration?
Burp
www.outco.com
Burp
End of
work day
Buckets are not air tight
The Burp Project: CO2
Burp Burp
www.outco.com
Conclusions:
• The burp is not a release of moisture
• Humidity in a bucket follows the trend of the humidity in the room
• Humidity stays constant to the starting humidity
• Next step is to prove homogenization…
The Burp Project: RH
Ambient CO2
Burp Burp Burp
www.outco.com
Temperature in the bucket is directly related to the
temperature in the room.
The Burp Project
Burp Burp
www.outco.com
Treatments:
CONTROL: No intentional altering of ethylene levels
PLUS: Liquid ethephon at 200 ppm C2H4
MINUS: 2 Sachets containing 2.5 grams of EthylBloc™
Conclusions and questions:
Ethylene concentrations in post-harvest Cannabis flowers
are extremely high, and were consistent across all
treatment groups.
Is this a stress response due to wounding?
Does ethylene increase respiration?
Gasses during Cure
Ethylene
www.outco.com
Does anything happen to THC, CBD, …?
17
Cannabinoids during Cure
15%
20%
25%
0 5 10 15 20 25 30 35
Cannabinoidbywt.
Days of Cure
Potency
www.outco.com
0
2
4
6
0 5 10 15 20 25 30 35
%decarboxylation
Days of Cure
THC/THCA
Does anything happen to THC, THCA, …?
18
Cannabinoids during Cure
www.outco.com
Does anything happen to terpenes? Please!
19
Terpenes during Cure
0%
1%
2%
3%
0 5 10 15 20 25 30 35
Terpenesbywt.
Days of Cure
Terpenes
www.outco.com
Maybe to individual terpenes?
20
Terpenes during Cure
0
2
4
6
8
10
12
0
2
4
6
0 5 10 15 20 25
Terpenesbywt.
Days of cure
AutoCure Terpenes
Limonene Bisabolol Linalool Humulene bCP Myrcene
www.outco.com
Now we can start to optimize
21
Terpenes during Cure
0%
100%
200%
300%
Change MAP Change VAC Change Control
Changeovertime
Terpenes in Cure
Limonene Myrcene Terpinolene Total
www.outco.com
Extraction: Removal of a substance from a
matrix. Needs a solvent, e.g. butane, CO2,
ethanol.
Separation: Mechanical force, not chemical
properties, dictates success, e.g. Rosin, Ice
Water Hash, Kief
22
What is an Extract?
www.outco.com
23
What is an Extract?
www.outco.com
24
What is an Extract?
www.outco.com
For what:
• Yield per Run YpR
• Yield per Week YpW
• Cannabinoid Conc. CC
• Terpene Content TC
• Recovery Rec
25
Optimizing your Extraction (SFE)
With what:
• Temperature T
• Pressure P
• Time t
• Flow Rate FR
• Particle Size PS
www.outco.com
For what:
• Yield per Run YpR
• Yield per Week YpW
• Cannabinoid Conc. CC
• Terpene Content TC
• Recovery Rec
26
Optimizing your Extraction Process
With what:
• Temperature T
• Pressure P
• Time t
• Flow Rate FR
• Particle Size PS
www.outco.com
Does milling destroy THC?
Optimizing your Extraction Process
0%
1%
2%
%decarb by Size
0
0.2
0.4
0.6
0.8
1
1.2
1.4
%wt. Terpenes by Size
www.outco.com
But it does give you higher yields!
Optimizing your Extraction Process
20
22
24
26
28
30
32
34
Non-Ground Food Blender 2 mm 6 mm 10 mm
%Recovery
Cannabinoid Recovery by Size
75
80
85
90
95
Non-Ground Food Blender 2 mm 6 mm 10 mm
%Recovery
Terpene Recovery by Size
www.outco.com
29
Design of Experiment to the Rescue
• Test multiple factors simultaneously
• Few test for whole space response surface
• Higher order effects of factors
• Fast and efficient
www.outco.com
Expt. No. Temp.
(˚C)
Pres. (psi)
A 34 1100
B 34 1900
C1 47 1500
C2 47 1500
D 60 1100
E 60 1900
Factor No. Factor Super - Super + Unit
1 Temperature 34 60 ˚C
2 Pressure 1100 1900 psi
Temperature (˚C)
Pressure (psi)
Yield THC (g)
34
60 1100
1900
47
1500
0
Executing the DoE
Critical Point: 304.25 K & 72.9 atm
Factor No. Factor Super - Super + Sub - Sub + Unit
1 Temperature 34 60 5.0 29 ˚C
2 Pressure 1100 1900 900.0 1900 psi
Expt. No. Temp.
(˚C)
Pres. (psi)
F 5.0 900.0
G 5.0 1900
H1 17 1400
H2 17 1400
I 29 900.0
J 29 1900
www.outco.com
A Taylor expansion describes the response surface.
Matrix algebra solves the Taylor expansion
Y=bX
b=(X’X)-1X’Y
a=bX 31
Calculating the Response Surface
y0+ ixi+ iixi
2+ ijxixj
i i i j
www.outco.com
a= 14.9 xT + 123 xp + 18.4 xTxp
32
Analyzing the DoE, THC Recovery (Super)
www.outco.com
33
Analyzing the DoE, THC Recovery (Sub)
a= - 7.75 xT + 126 xp + 59.3 xTxp
www.outco.com
a= - 14.9 xT - 11.7 xp + 16.8 xTxp
34
Analyzing the DoE, %Terpene (Super)
www.outco.com
35
Analyzing the DoE, %Terpene (Sub)
a= 11.8 xT - 16.6 xp - 12.5 xTxp
www.outco.com
36
Visual Guide to Extracts
www.outco.com
SFE, 900.0 – 1900 psi, 5.0 – 60 ˚C, 22h max
37
Compare Sub- and Supercritical
Response Sub Super
THC Recovery 60% 80%
Terpene Fraction 52% conc. at 34% yield 63% conc. at 82% yield
www.outco.com
• THC extracts faster than THCA
• THC to THCA ratio adjusted by SFE
38
Lessons learned in SFE
% Decarboxylation S.M. 7h 22h
Exp. B 8.0% 25% 10%
Exp. J 14% 25% 14%
www.outco.com
• CBD extracts faster than THC
• CBD to THC ratio adjusted by SFE
39
Lessons learned in SFE
CBD/THC S.M. 7h 22h
Exp. A 4.1E-03 1.3E-02 5.0E-03
Exp. J 1.7E-04 1.3E-03 3.1E-03
Bonus: Decarboxylation of
CBDA slower than for THCA
J. of Supercritical Fluids, 2010, 603
www.outco.com
• Enrichment in minor cannabinoids
• CBG enrichment by SFE
40
Lessons learned in SFE
CBG/total Canna. S.M. 7h 22h
Exp. B 2.9% 6.% 2.9%
Exp. J 3.0% 13% 4.9%
J. of Supercritical Fluids, 2010, 603
www.outco.com
Changing terpene profiles in SFE
• Sativa: rich in monoterpenes
• Indica: rich in sesquiterpenes
41
Lessons learned in SFE
Hazekamp, et al.; Cannabis and Cannabinoid Research 2016, 202
7h 22h
www.outco.com
42
Thanks
Nate Controls
AutoCure
Henkelman Vacuum
Systems
www.outco.com
Apeks Supercritical
• Andy Joseph, President
• Jeremy Sexton, Director of Engineering
Fritsch
• Barry Schubmehl, Application Consultant
• Leos Benes, Global Lab. Serv. Manager
43
Thanks
www.outco.com
44
The Crew
Blake Grauerholz
Taylor Trah
Matt Zbiec
Chris Cortina
and team
Thank You
www.outco.com
45
Thank You!
See expanded results from our
experiments on IG:
@outcosd & @dr.justice_grows
And our blog:
http://outco.com/blog/
www.outco.com
46
Oversees all Extraction, Formulation and Production at
OutCo. jointly leads OutCo’s R&D
● PhD in Organic Chemistry, ETH Zürich, Switzerland
● Postdoc in Physical Organic Chemistry, The Scripps
Research Institute, San Diego
● Mentor, Board Member, Scientific Advisor to Cannabis
Startups, Journals and the NCIA
Public Presentations:
● Emerald Conference 2017
● CannaCon Seattle 2017
● ACS Conference 2017
● CannMed (Harvard Medical School) 2017
● Terpenes & Testing Magazine 2017
Dr. Markus Roggen
Vice President, Extraction
www.slideshare.net/MarkusRoggen

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Cannabis & Hemp Science Seminar Series - Vancouver

  • 1. www.outco.com Dr. Markus Roggen VP Extraction OutCo, San Diego 1 Controlling Cannabinoids and Terpenes in Flower and Extract
  • 2. www.outco.com • Background on Cannabis • Understanding Dry and Cure • Controls in Dry and Cure • Optimizing Extraction • Controls in Extraction • Thanks / Product Plugs / Veneration 2 Abstract
  • 6. www.outco.com So many molecules we should keep track of 6 What is in Cannabis? >140 Cannabinoids >200 Terpenes ~30 Flavonoids Alcohols, Phenols Aldehydes, Ketones Alkaloids Carbohydrates, Fatty Acids Lactones
  • 7. www.outco.com 7 What is Drying and Curing? Dry Room Conditions: Prevent spoilage • 60-74˚F • 40-60% humidity • Water Activity monitoring • Aim for <0.65Aw by day 5-7 Curing Conditions: Even out moisture • Different containers • bucket, glass, box, bag, … • Ambient conditions • 40-50% humidity, 70˚F • Length of time • At least 1 week, up to 3 month
  • 8. www.outco.com • Moisture loss is driven by a difference in vapor pressure • Balance between inhibiting mold growth and terpene loss Water Activity during Dry and Cure 0.45 0.55 0.65 0.75 0.85 0.95 0 5 10 15 20 25 30 WaterActivity Day Water Activity Aw of 0.65 represents the value in which Botrytis cannot continue to grow Terpene Content (% dry weight) Rapid Dry Slow Dry Lemonade Haze 1.42 1.82 Sour Tangie 1.69 2.2
  • 9. www.outco.com • Dominated by hydrolytic enzymes, e.g. starch to sugar • Furans from browning positively influence flavor • Degrading carotenes negatively influence flavor Success depends on: • Leaf maturity • Temperature • Humidity • Water content of leaf 9 Chemistry of Curing Figure ref.: DOI: 10.1080/00380768.2013.842884
  • 10. www.outco.com What gasses are given off in other plants? How do these correlate with the curing of cannabis “The Burp”? 10 Cannabis vs. post-harvest research
  • 11. www.outco.com Plant Material: • Mendo Breath • Tangimal Treatments: • Control (no burp) • OutCo Burp: for the first three days lids will be removed for 15-20 minutes and flower turned • Industry Burp: lid opened daily for 1 hour for two weeks and flower turned The Burp Project
  • 12. www.outco.com The Burp Project: CO2 Ambient CO2 Ambient CO2 Burp Burp • CO2 builds over time • A burp releases CO2 and instantly encourages the buildup of CO2 • Industry burp, although longer, immediately and most drastically increases CO2. • Allowing in more O2 for respiration? Burp
  • 13. www.outco.com Burp End of work day Buckets are not air tight The Burp Project: CO2 Burp Burp
  • 14. www.outco.com Conclusions: • The burp is not a release of moisture • Humidity in a bucket follows the trend of the humidity in the room • Humidity stays constant to the starting humidity • Next step is to prove homogenization… The Burp Project: RH Ambient CO2 Burp Burp Burp
  • 15. www.outco.com Temperature in the bucket is directly related to the temperature in the room. The Burp Project Burp Burp
  • 16. www.outco.com Treatments: CONTROL: No intentional altering of ethylene levels PLUS: Liquid ethephon at 200 ppm C2H4 MINUS: 2 Sachets containing 2.5 grams of EthylBloc™ Conclusions and questions: Ethylene concentrations in post-harvest Cannabis flowers are extremely high, and were consistent across all treatment groups. Is this a stress response due to wounding? Does ethylene increase respiration? Gasses during Cure Ethylene
  • 17. www.outco.com Does anything happen to THC, CBD, …? 17 Cannabinoids during Cure 15% 20% 25% 0 5 10 15 20 25 30 35 Cannabinoidbywt. Days of Cure Potency
  • 18. www.outco.com 0 2 4 6 0 5 10 15 20 25 30 35 %decarboxylation Days of Cure THC/THCA Does anything happen to THC, THCA, …? 18 Cannabinoids during Cure
  • 19. www.outco.com Does anything happen to terpenes? Please! 19 Terpenes during Cure 0% 1% 2% 3% 0 5 10 15 20 25 30 35 Terpenesbywt. Days of Cure Terpenes
  • 20. www.outco.com Maybe to individual terpenes? 20 Terpenes during Cure 0 2 4 6 8 10 12 0 2 4 6 0 5 10 15 20 25 Terpenesbywt. Days of cure AutoCure Terpenes Limonene Bisabolol Linalool Humulene bCP Myrcene
  • 21. www.outco.com Now we can start to optimize 21 Terpenes during Cure 0% 100% 200% 300% Change MAP Change VAC Change Control Changeovertime Terpenes in Cure Limonene Myrcene Terpinolene Total
  • 22. www.outco.com Extraction: Removal of a substance from a matrix. Needs a solvent, e.g. butane, CO2, ethanol. Separation: Mechanical force, not chemical properties, dictates success, e.g. Rosin, Ice Water Hash, Kief 22 What is an Extract?
  • 25. www.outco.com For what: • Yield per Run YpR • Yield per Week YpW • Cannabinoid Conc. CC • Terpene Content TC • Recovery Rec 25 Optimizing your Extraction (SFE) With what: • Temperature T • Pressure P • Time t • Flow Rate FR • Particle Size PS
  • 26. www.outco.com For what: • Yield per Run YpR • Yield per Week YpW • Cannabinoid Conc. CC • Terpene Content TC • Recovery Rec 26 Optimizing your Extraction Process With what: • Temperature T • Pressure P • Time t • Flow Rate FR • Particle Size PS
  • 27. www.outco.com Does milling destroy THC? Optimizing your Extraction Process 0% 1% 2% %decarb by Size 0 0.2 0.4 0.6 0.8 1 1.2 1.4 %wt. Terpenes by Size
  • 28. www.outco.com But it does give you higher yields! Optimizing your Extraction Process 20 22 24 26 28 30 32 34 Non-Ground Food Blender 2 mm 6 mm 10 mm %Recovery Cannabinoid Recovery by Size 75 80 85 90 95 Non-Ground Food Blender 2 mm 6 mm 10 mm %Recovery Terpene Recovery by Size
  • 29. www.outco.com 29 Design of Experiment to the Rescue • Test multiple factors simultaneously • Few test for whole space response surface • Higher order effects of factors • Fast and efficient
  • 30. www.outco.com Expt. No. Temp. (˚C) Pres. (psi) A 34 1100 B 34 1900 C1 47 1500 C2 47 1500 D 60 1100 E 60 1900 Factor No. Factor Super - Super + Unit 1 Temperature 34 60 ˚C 2 Pressure 1100 1900 psi Temperature (˚C) Pressure (psi) Yield THC (g) 34 60 1100 1900 47 1500 0 Executing the DoE Critical Point: 304.25 K & 72.9 atm Factor No. Factor Super - Super + Sub - Sub + Unit 1 Temperature 34 60 5.0 29 ˚C 2 Pressure 1100 1900 900.0 1900 psi Expt. No. Temp. (˚C) Pres. (psi) F 5.0 900.0 G 5.0 1900 H1 17 1400 H2 17 1400 I 29 900.0 J 29 1900
  • 31. www.outco.com A Taylor expansion describes the response surface. Matrix algebra solves the Taylor expansion Y=bX b=(X’X)-1X’Y a=bX 31 Calculating the Response Surface y0+ ixi+ iixi 2+ ijxixj i i i j
  • 32. www.outco.com a= 14.9 xT + 123 xp + 18.4 xTxp 32 Analyzing the DoE, THC Recovery (Super)
  • 33. www.outco.com 33 Analyzing the DoE, THC Recovery (Sub) a= - 7.75 xT + 126 xp + 59.3 xTxp
  • 34. www.outco.com a= - 14.9 xT - 11.7 xp + 16.8 xTxp 34 Analyzing the DoE, %Terpene (Super)
  • 35. www.outco.com 35 Analyzing the DoE, %Terpene (Sub) a= 11.8 xT - 16.6 xp - 12.5 xTxp
  • 37. www.outco.com SFE, 900.0 – 1900 psi, 5.0 – 60 ˚C, 22h max 37 Compare Sub- and Supercritical Response Sub Super THC Recovery 60% 80% Terpene Fraction 52% conc. at 34% yield 63% conc. at 82% yield
  • 38. www.outco.com • THC extracts faster than THCA • THC to THCA ratio adjusted by SFE 38 Lessons learned in SFE % Decarboxylation S.M. 7h 22h Exp. B 8.0% 25% 10% Exp. J 14% 25% 14%
  • 39. www.outco.com • CBD extracts faster than THC • CBD to THC ratio adjusted by SFE 39 Lessons learned in SFE CBD/THC S.M. 7h 22h Exp. A 4.1E-03 1.3E-02 5.0E-03 Exp. J 1.7E-04 1.3E-03 3.1E-03 Bonus: Decarboxylation of CBDA slower than for THCA J. of Supercritical Fluids, 2010, 603
  • 40. www.outco.com • Enrichment in minor cannabinoids • CBG enrichment by SFE 40 Lessons learned in SFE CBG/total Canna. S.M. 7h 22h Exp. B 2.9% 6.% 2.9% Exp. J 3.0% 13% 4.9% J. of Supercritical Fluids, 2010, 603
  • 41. www.outco.com Changing terpene profiles in SFE • Sativa: rich in monoterpenes • Indica: rich in sesquiterpenes 41 Lessons learned in SFE Hazekamp, et al.; Cannabis and Cannabinoid Research 2016, 202 7h 22h
  • 43. www.outco.com Apeks Supercritical • Andy Joseph, President • Jeremy Sexton, Director of Engineering Fritsch • Barry Schubmehl, Application Consultant • Leos Benes, Global Lab. Serv. Manager 43 Thanks
  • 44. www.outco.com 44 The Crew Blake Grauerholz Taylor Trah Matt Zbiec Chris Cortina and team Thank You
  • 45. www.outco.com 45 Thank You! See expanded results from our experiments on IG: @outcosd & @dr.justice_grows And our blog: http://outco.com/blog/
  • 46. www.outco.com 46 Oversees all Extraction, Formulation and Production at OutCo. jointly leads OutCo’s R&D ● PhD in Organic Chemistry, ETH Zürich, Switzerland ● Postdoc in Physical Organic Chemistry, The Scripps Research Institute, San Diego ● Mentor, Board Member, Scientific Advisor to Cannabis Startups, Journals and the NCIA Public Presentations: ● Emerald Conference 2017 ● CannaCon Seattle 2017 ● ACS Conference 2017 ● CannMed (Harvard Medical School) 2017 ● Terpenes & Testing Magazine 2017 Dr. Markus Roggen Vice President, Extraction www.slideshare.net/MarkusRoggen

Notes de l'éditeur

  1. Burps are always happening at approx. 7 am.
  2. Burps are always happening at approx. 7 am.
  3. I think Chris’s data collection wasn’t perfect… twist this one just to state that ethylene production is high
  4. 2kg plant matter, 6 hours run time.
  5. 2kg plant matter, 6 hours run time.