Presentation at ACS Spring 2022 conference.
Recently, there has been a flood of cannabidiol (CBD)-containing products, with divers marketing claims for a plethora of use cases. With this new market segment, regulatory oversight is still developing, and label claims of CBD concentration is often verifiable. CBD is unstable in solution and some CBD products are anecdotally reported to turn purple on storage; however, the decomposition products of CBD are mostly unknown.
Delic Lab embarked on a long and painstaking hunt for those decomposition products, established their identity through complementary chemical methods and established reaction pathways between them.
We will present our findings about common CBD oxidation products, who those are highly photochemically unstable and decomposes rapidly. Decomposition leads to a multitude of new cannabinoid derivatives.
1) O documento discute a corrida da vida cristã com base no texto bíblico de Hebreus 12:1-8, comparando-a a uma maratona e enfatizando a importância de não desistir da fé.
2) Cristãos devem se inspirar nos muitos exemplos bíblicos de fé e também nos atuais cristãos perseguidos, livrando-se de obstáculos e do pecado para perseverar na corrida com foco em Jesus.
3) Deus disciplina seus filhos por amor quando eles erram, para mant
Namoro cristão e a Sociedade Moderna. Relacionamentos. Aninha Andrad
1) O documento discute temas relacionados a relacionamentos modernos, incluindo namoro precoce, esperar por Deus e santidade no relacionamento.
2) É enfatizado que namorar com propósito de casamento e seguir os padrões divinos trarão bênçãos, enquanto relacionamentos sem compromisso podem causar danos emocionais.
3) Aguardar o casamento para o ato sexual é aconselhado, pois protege a saúde física e emocional e agrada a Deus.
Quantitative analysis and volumetric analysisMussaOmary3
This document provides information on quantitative analysis and volumetric analysis techniques. It defines key terms like concentration, molarity, and standard solutions. It describes common volumetric apparatus and how to perform acid-base titrations using appropriate indicators. It also covers concepts like molar ratios, dilution calculations, and determining water of crystallization through titration reactions. The document provides examples of calculations for molarity, concentration, purity, and molar mass determinations.
Production of 1 tetradecene at 100 tons per yearaman_hb
1-tetradecene commonly called poly alpha olefins (PAOs) is used to improve the polymer’s properties, such as softness and flexibility, is an unsaturated fatty oil which is either natural or synthetic, when it is applied as thin coating it absorb atmospheric oxygen and polymerize forming a tough elastic layer. These oils harden and become completely dry after being exposed to air over a period of time. Some synonyms of 1-Tetradecene are Tetradecenen1, Tetradecylene C14 alpha olefin,
O documento discute a crucificação de Jesus Cristo, citando passagens bíblicas. Apresenta a crucificação como o evento central do cristianismo, no qual Jesus cumpriu profecias e consumou o plano de redenção. Também aborda o significado da cruz segundo o apóstolo Paulo.
Presentation on CO2 plant (Production Process & Quality Control).pptxNSTU
This document describes the manufacturing process for producing carbon dioxide (CO2) at a plant. The process involves burning natural gas to produce a flue gas containing CO2, which is then captured and purified in multiple steps. Key steps include scrubbing to remove water-soluble impurities, absorption to remove acidic impurities using MEA and soda ash solutions, stripping the CO2 from the solution, cooling, purification using potassium permanganate, activated carbon and other filters, compression to high pressure, drying, carbon filtration, liquefaction, storage, and vaporization before transfer to filling lines. The process is designed to produce very high purity CO2 meeting stringent specifications.
Estimation of Vitamin C by iodine titration .pptxSajjad Alam
This document describes the process of estimating the amount of vitamin C in a sample using iodine titration. Key steps include:
1. Preparing standard solutions of potassium dichromate, sodium thiosulfate, and iodine through calculations of amounts needed.
2. Standardizing the iodine solution against the sodium thiosulfate solution.
3. Titrating a 0.125g sample of vitamin C that has been dissolved in metaphosphoric acid with the standard iodine solution.
4. Calculating the amount of vitamin C in the sample based on the titration volume and normality of iodine. The results found 101mg of vitamin C in the
1) O documento discute a corrida da vida cristã com base no texto bíblico de Hebreus 12:1-8, comparando-a a uma maratona e enfatizando a importância de não desistir da fé.
2) Cristãos devem se inspirar nos muitos exemplos bíblicos de fé e também nos atuais cristãos perseguidos, livrando-se de obstáculos e do pecado para perseverar na corrida com foco em Jesus.
3) Deus disciplina seus filhos por amor quando eles erram, para mant
Namoro cristão e a Sociedade Moderna. Relacionamentos. Aninha Andrad
1) O documento discute temas relacionados a relacionamentos modernos, incluindo namoro precoce, esperar por Deus e santidade no relacionamento.
2) É enfatizado que namorar com propósito de casamento e seguir os padrões divinos trarão bênçãos, enquanto relacionamentos sem compromisso podem causar danos emocionais.
3) Aguardar o casamento para o ato sexual é aconselhado, pois protege a saúde física e emocional e agrada a Deus.
Quantitative analysis and volumetric analysisMussaOmary3
This document provides information on quantitative analysis and volumetric analysis techniques. It defines key terms like concentration, molarity, and standard solutions. It describes common volumetric apparatus and how to perform acid-base titrations using appropriate indicators. It also covers concepts like molar ratios, dilution calculations, and determining water of crystallization through titration reactions. The document provides examples of calculations for molarity, concentration, purity, and molar mass determinations.
Production of 1 tetradecene at 100 tons per yearaman_hb
1-tetradecene commonly called poly alpha olefins (PAOs) is used to improve the polymer’s properties, such as softness and flexibility, is an unsaturated fatty oil which is either natural or synthetic, when it is applied as thin coating it absorb atmospheric oxygen and polymerize forming a tough elastic layer. These oils harden and become completely dry after being exposed to air over a period of time. Some synonyms of 1-Tetradecene are Tetradecenen1, Tetradecylene C14 alpha olefin,
O documento discute a crucificação de Jesus Cristo, citando passagens bíblicas. Apresenta a crucificação como o evento central do cristianismo, no qual Jesus cumpriu profecias e consumou o plano de redenção. Também aborda o significado da cruz segundo o apóstolo Paulo.
Presentation on CO2 plant (Production Process & Quality Control).pptxNSTU
This document describes the manufacturing process for producing carbon dioxide (CO2) at a plant. The process involves burning natural gas to produce a flue gas containing CO2, which is then captured and purified in multiple steps. Key steps include scrubbing to remove water-soluble impurities, absorption to remove acidic impurities using MEA and soda ash solutions, stripping the CO2 from the solution, cooling, purification using potassium permanganate, activated carbon and other filters, compression to high pressure, drying, carbon filtration, liquefaction, storage, and vaporization before transfer to filling lines. The process is designed to produce very high purity CO2 meeting stringent specifications.
Estimation of Vitamin C by iodine titration .pptxSajjad Alam
This document describes the process of estimating the amount of vitamin C in a sample using iodine titration. Key steps include:
1. Preparing standard solutions of potassium dichromate, sodium thiosulfate, and iodine through calculations of amounts needed.
2. Standardizing the iodine solution against the sodium thiosulfate solution.
3. Titrating a 0.125g sample of vitamin C that has been dissolved in metaphosphoric acid with the standard iodine solution.
4. Calculating the amount of vitamin C in the sample based on the titration volume and normality of iodine. The results found 101mg of vitamin C in the
- DELIC Labs conducts research on cannabis and mushroom production, collaborating with academic and industry partners. Research topics include process optimization, analytics, and formulation studies.
- CBD usage is increasing globally but users face confusion over legality, regulation, and determining proper dosages. CBD concentrations in e-liquids were found to deviate significantly from labeled amounts in some cases.
- CBD is subject to degradation over time from factors like heat, light, pH levels, and metal leaching. On average, 20% degradation was observed after 30 days at 37°C.
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsMarkus Roggen
This lecture gives an overview of the state of the cannabis science, the North American markets and our cannabis research.
Bridging the gap between analytical chemistry, machine learning, and synthetic chemistry, this compilation of studies explores the multifaceted nature of cannabis compounds. We begin with advancements in extraction techniques, utilizing machine learning to optimize yield predictions in large-scale botanical recovery, specifically focusing on cannabis. This approach significantly enhances the efficiency and precision of extraction processes. We then transitions to molecular analysis, examining the stability and transformation of CBD derivatives, highlighting the need for robust quality control in product development. Additionally, the lecture addresses the critical aspect of safety in cannabis use by exploring innovative strategies for heavy metal testing, demonstrating how pooling methods can reduce testing resources while maintaining safety standards. The lecture will answer the question of how to build the best joint, the implications of joint architecture on cannabis consumption, offering insights into optimizing product efficacy and consumer experience.
Overall, this lecture encapsulates the collaborative efforts between academia and innovative research, providing a comprehensive understanding of the complexities and potential of cannabis chemistry.
PUNTOG - HEAD SHOP - VAPE SHOP - HEMP SHOP - GROW SHOP
VENDITA E ASSISTENZA ON LINE SU PRODOTTI NATURALI E AL CBD - (CANAPA)
www.puntog-shop.com
Mobile +39 345 889 3933
Email : info@puntog-shop.com
ORDINI TELEFONICI PER PRODOTTI NATURALI AL CBD
Spediamo la merce in tutta Italia con Consegna in pacco assolutamente robusto. Riceverai la merce entro tre giorni lavorativi dall’ordine. Chiama Ora!
From Leaf to Lab: Uncovering the Molecular Mysteries of CannabisMarkus Roggen
This lecture presents our cannabis research, conducted in collaboration with the University of British Columbia (UBC) Chemistry Department.
Bridging the gap between analytical chemistry, machine learning, and synthetic chemistry, this compilation of studies explores the multifaceted nature of cannabis compounds. We begin with advancements in extraction techniques, utilizing machine learning to optimize yield predictions in large-scale botanical recovery, specifically focusing on cannabis. This approach significantly enhances the efficiency and precision of extraction processes. We then transitions to molecular analysis, examining the stability and transformation of CBD derivatives, highlighting the need for robust quality control in product development. Additionally, the lecture addresses the critical aspect of safety in cannabis use by exploring innovative strategies for heavy metal testing, demonstrating how pooling methods can reduce testing resources while maintaining safety standards. The lecture will answer the question of how to build the best joint, the implications of joint architecture on cannabis consumption, offering insights into optimizing product efficacy and consumer experience.
Overall, this lecture encapsulates the collaborative efforts between academia and innovative research, providing a comprehensive understanding of the complexities and potential of cannabis chemistry.
The aim of this review is to present some of the recent publications on cannabidiol (CBD; 2), a major non-psychoactive constituent of Cannabis, and to give a general overview. Special emphasis is laid on biochemical and pharmacological advances, and on novel mechanisms recently put forward, to shed light on some of the pharmacological effects that can possibly be rationalized through these mechanisms. The plethora of positive pharmacological effects observed with CBD make this compound a highly attractive therapeutic entity.
Like cannabis, hemp oil may be analyzed easily and effectively for its cannabinoid content. This application note highlights the use of a High Sensitivity HPLC method to determine 11 important cannabinoids, including CBD, in hemp oil.
CBDV is a research venture seeking to develop analytical methods like HPLC to quantify psilocybin in psychedelic mushrooms for cultivation sites, as current methods take too long; they developed a 3.5 minute HPLC method using ammonium bicarbonate and acetonitrile to quantify psilocybin without degradation, and will next explore extraction methods from mushrooms.
Formulation and evaluation of Ibuprofen MicrosphereShouvik Mondal
The document describes the formulation and evaluation of ibuprofen microspheres. Three formulations of ibuprofen microspheres were created using different polymers and cross-linking agents. Formulation F2, which used aluminium chloride as the cross-linker, showed the highest drug entrapment efficiency of 97.6% and slowest in vitro release profile over 3 hours, releasing approximately 50% of the drug. Evaluation of the microspheres included determining drug entrapment efficiency, studying swelling behavior, and characterizing particle size and in vitro drug release profiles. Formulation F2 was concluded to be the best formulation based on the evaluation results.
CBD as medicine from ancient wisdom to modern science. psychoactive tetrahydrocannabinol (THC) vs non-psychoactive cannabidiol (CBD). Current use of CBD.
Vinyl sulfones: Click applications in bioconjugation. The resurgence of a che...Fernando Hernandez-Mateo
Applications of vinyl sulfones in the field of bioconjugations. The vinyl sulfone is a chemical function with "click-chemistry" characteristic that enable it for a rapid and efficient covalent linkage of the compounds derivatized with this function and those bearing complementay chemical functions (thiol and amines)
While research has been stymied by decades of legal restrictions, relaxation of regulations has led to an explosion of studies and, more importantly, to the confirmation or discovery of numerous health benefits of Cannabis Oil. Join in the debate by being more informed of the many benefits of this natural product.
This document provides a review of the potential use of cannabinoids in cancer management. It summarizes the key literature on the actions, antitumor activity, and mechanisms of cannabinoids, including both natural compounds derived from Cannabis sativa and synthetic versions. Studies have shown some cannabinoids may have therapeutic potential against a wide range of cancers. However, the results remain contradictory and the mechanisms of action are not fully understood. While pathways like ERK signaling and ceramide production appear important, more research is still needed to determine how cannabinoids might be used clinically in cancer.
Don't Hold Your Breath! Cannabis Labs Virtual 2021Markus Roggen
CBDV is a research venture seeking to add scientific insights to cannabis and mushroom production through collaborative research on process design, optimization, and analytics. The research focuses on topics like chemometrics, kinetic studies, in-process analytics, and computational studies to understand fundamental cannabis and mushroom chemistry. Studies have found that smoking produces higher levels of toxic thermal degradation products than vaping, and that consumption method, voltage level, and oil weight can impact toxicant levels and THC delivery.
Synthetic cannabinoids are human-made chemicals that are similar to THC, the main psychoactive ingredient in marijuana. They act on the same brain cannabinoid receptors as THC and anandamide. In 2008, several synthetic cannabinoids were found in herbal smoking mixtures. There are seven major structural groups of synthetic cannabinoids, including naphthoylindoles, naphthylmethylindoles, naphthoylpyrroles, and others. Many specific synthetic cannabinoids are listed along with their receptor binding properties and use in research or herbal mixtures.
Synthetic cannabinoids are human-made chemicals that are similar to THC, the main psychoactive ingredient in marijuana. They act on the same brain cannabinoid receptors as THC and anandamide. In 2008, several synthetic cannabinoids were found in herbal smoking mixtures. There are seven major structural groups of synthetic cannabinoids, including naphthoylindoles, naphthylmethylindoles, naphthoylpyrroles, and others. Many specific synthetic cannabinoids are listed along with their research uses and binding affinities to cannabinoid receptors.
Berberine, an alkaloid compound found in several plants, was isolated and characterized from Coptidis rhizome. The study investigated berberine's hepatoprotective effects on carbon tetrachloride (CCl4)-induced liver damage in rats. Rats treated with CCl4 showed increased liver enzymes (ALT, AST) and decreased antioxidant enzyme (SOD), indicating liver injury. Rats given berberine after or before CCl4 exposure showed reduced liver enzymes and increased SOD in a dose-dependent manner, demonstrating berberine's protective effects against CCl4-induced toxicity and its ability to prevent or treat liver damage.
Unveiling the Cannabis Plant’s PotentialMarkus Roggen
Cannabinoid research is one of the most exciting areas of the cannabis science field, with new information being discovered about the potential therapeutic benefits of cannabinoids on a seemingly frequent basis. As we learn more about the cannabinoids that make up the cannabis plant and their unique qualities, research must be conducted with a focus on applying knowledge toward developing wellness products and cannabis therapies for patients. This panel will discuss the unique challenges facing the cannabinoid research field, results from recent research efforts, and what the future may hold for therapeutic applications of cannabinoids.
Have a Good Trip? How to Analyze PsychedelicsMarkus Roggen
Entheogens, frequently used interchangeably with hallucinogens and psychedelics, are naturally occurring psychoactive substances. Historically, these substances have been used to induce a change of perception, mood, consciousness, or behavior for the purposes of spiritual development or social enrichment. In addition to these uses, these substances have become strong candidates for alternative medicines for the treatment of psychological disorders. Cannabis, a more common entheogen, has paved the way for decriminalization and legalization of other substances, such as psilocin, psilocybin, MDMA, and LSD to be used for clinical treatments. While these compounds in many places are still classified as Schedule I substances under the Controlled Substances Act, other entheogenic plants with different psychoactive compounds are not, such as Mitragyna speciosa and Amanita muscaria, which already appear on the market in the form of edibles, extracts, or powders. With the lack of standardized methods for these psychoactive targets, and with the rise of legalization and clinical treatment centers, it is important to understand this emerging market from a safety and quality perspective. This session will focus on emerging products, testing targets, sample preparation, method development, and analytical challenges. Attendees of this session will learn technical steps that need to be considered to develop robust, reproducible analytical methods, and a quality assurance program to expand into this new and evolving area of testing.
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- DELIC Labs conducts research on cannabis and mushroom production, collaborating with academic and industry partners. Research topics include process optimization, analytics, and formulation studies.
- CBD usage is increasing globally but users face confusion over legality, regulation, and determining proper dosages. CBD concentrations in e-liquids were found to deviate significantly from labeled amounts in some cases.
- CBD is subject to degradation over time from factors like heat, light, pH levels, and metal leaching. On average, 20% degradation was observed after 30 days at 37°C.
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsMarkus Roggen
This lecture gives an overview of the state of the cannabis science, the North American markets and our cannabis research.
Bridging the gap between analytical chemistry, machine learning, and synthetic chemistry, this compilation of studies explores the multifaceted nature of cannabis compounds. We begin with advancements in extraction techniques, utilizing machine learning to optimize yield predictions in large-scale botanical recovery, specifically focusing on cannabis. This approach significantly enhances the efficiency and precision of extraction processes. We then transitions to molecular analysis, examining the stability and transformation of CBD derivatives, highlighting the need for robust quality control in product development. Additionally, the lecture addresses the critical aspect of safety in cannabis use by exploring innovative strategies for heavy metal testing, demonstrating how pooling methods can reduce testing resources while maintaining safety standards. The lecture will answer the question of how to build the best joint, the implications of joint architecture on cannabis consumption, offering insights into optimizing product efficacy and consumer experience.
Overall, this lecture encapsulates the collaborative efforts between academia and innovative research, providing a comprehensive understanding of the complexities and potential of cannabis chemistry.
PUNTOG - HEAD SHOP - VAPE SHOP - HEMP SHOP - GROW SHOP
VENDITA E ASSISTENZA ON LINE SU PRODOTTI NATURALI E AL CBD - (CANAPA)
www.puntog-shop.com
Mobile +39 345 889 3933
Email : info@puntog-shop.com
ORDINI TELEFONICI PER PRODOTTI NATURALI AL CBD
Spediamo la merce in tutta Italia con Consegna in pacco assolutamente robusto. Riceverai la merce entro tre giorni lavorativi dall’ordine. Chiama Ora!
From Leaf to Lab: Uncovering the Molecular Mysteries of CannabisMarkus Roggen
This lecture presents our cannabis research, conducted in collaboration with the University of British Columbia (UBC) Chemistry Department.
Bridging the gap between analytical chemistry, machine learning, and synthetic chemistry, this compilation of studies explores the multifaceted nature of cannabis compounds. We begin with advancements in extraction techniques, utilizing machine learning to optimize yield predictions in large-scale botanical recovery, specifically focusing on cannabis. This approach significantly enhances the efficiency and precision of extraction processes. We then transitions to molecular analysis, examining the stability and transformation of CBD derivatives, highlighting the need for robust quality control in product development. Additionally, the lecture addresses the critical aspect of safety in cannabis use by exploring innovative strategies for heavy metal testing, demonstrating how pooling methods can reduce testing resources while maintaining safety standards. The lecture will answer the question of how to build the best joint, the implications of joint architecture on cannabis consumption, offering insights into optimizing product efficacy and consumer experience.
Overall, this lecture encapsulates the collaborative efforts between academia and innovative research, providing a comprehensive understanding of the complexities and potential of cannabis chemistry.
The aim of this review is to present some of the recent publications on cannabidiol (CBD; 2), a major non-psychoactive constituent of Cannabis, and to give a general overview. Special emphasis is laid on biochemical and pharmacological advances, and on novel mechanisms recently put forward, to shed light on some of the pharmacological effects that can possibly be rationalized through these mechanisms. The plethora of positive pharmacological effects observed with CBD make this compound a highly attractive therapeutic entity.
Like cannabis, hemp oil may be analyzed easily and effectively for its cannabinoid content. This application note highlights the use of a High Sensitivity HPLC method to determine 11 important cannabinoids, including CBD, in hemp oil.
CBDV is a research venture seeking to develop analytical methods like HPLC to quantify psilocybin in psychedelic mushrooms for cultivation sites, as current methods take too long; they developed a 3.5 minute HPLC method using ammonium bicarbonate and acetonitrile to quantify psilocybin without degradation, and will next explore extraction methods from mushrooms.
Formulation and evaluation of Ibuprofen MicrosphereShouvik Mondal
The document describes the formulation and evaluation of ibuprofen microspheres. Three formulations of ibuprofen microspheres were created using different polymers and cross-linking agents. Formulation F2, which used aluminium chloride as the cross-linker, showed the highest drug entrapment efficiency of 97.6% and slowest in vitro release profile over 3 hours, releasing approximately 50% of the drug. Evaluation of the microspheres included determining drug entrapment efficiency, studying swelling behavior, and characterizing particle size and in vitro drug release profiles. Formulation F2 was concluded to be the best formulation based on the evaluation results.
CBD as medicine from ancient wisdom to modern science. psychoactive tetrahydrocannabinol (THC) vs non-psychoactive cannabidiol (CBD). Current use of CBD.
Vinyl sulfones: Click applications in bioconjugation. The resurgence of a che...Fernando Hernandez-Mateo
Applications of vinyl sulfones in the field of bioconjugations. The vinyl sulfone is a chemical function with "click-chemistry" characteristic that enable it for a rapid and efficient covalent linkage of the compounds derivatized with this function and those bearing complementay chemical functions (thiol and amines)
While research has been stymied by decades of legal restrictions, relaxation of regulations has led to an explosion of studies and, more importantly, to the confirmation or discovery of numerous health benefits of Cannabis Oil. Join in the debate by being more informed of the many benefits of this natural product.
This document provides a review of the potential use of cannabinoids in cancer management. It summarizes the key literature on the actions, antitumor activity, and mechanisms of cannabinoids, including both natural compounds derived from Cannabis sativa and synthetic versions. Studies have shown some cannabinoids may have therapeutic potential against a wide range of cancers. However, the results remain contradictory and the mechanisms of action are not fully understood. While pathways like ERK signaling and ceramide production appear important, more research is still needed to determine how cannabinoids might be used clinically in cancer.
Don't Hold Your Breath! Cannabis Labs Virtual 2021Markus Roggen
CBDV is a research venture seeking to add scientific insights to cannabis and mushroom production through collaborative research on process design, optimization, and analytics. The research focuses on topics like chemometrics, kinetic studies, in-process analytics, and computational studies to understand fundamental cannabis and mushroom chemistry. Studies have found that smoking produces higher levels of toxic thermal degradation products than vaping, and that consumption method, voltage level, and oil weight can impact toxicant levels and THC delivery.
Synthetic cannabinoids are human-made chemicals that are similar to THC, the main psychoactive ingredient in marijuana. They act on the same brain cannabinoid receptors as THC and anandamide. In 2008, several synthetic cannabinoids were found in herbal smoking mixtures. There are seven major structural groups of synthetic cannabinoids, including naphthoylindoles, naphthylmethylindoles, naphthoylpyrroles, and others. Many specific synthetic cannabinoids are listed along with their receptor binding properties and use in research or herbal mixtures.
Synthetic cannabinoids are human-made chemicals that are similar to THC, the main psychoactive ingredient in marijuana. They act on the same brain cannabinoid receptors as THC and anandamide. In 2008, several synthetic cannabinoids were found in herbal smoking mixtures. There are seven major structural groups of synthetic cannabinoids, including naphthoylindoles, naphthylmethylindoles, naphthoylpyrroles, and others. Many specific synthetic cannabinoids are listed along with their research uses and binding affinities to cannabinoid receptors.
Berberine, an alkaloid compound found in several plants, was isolated and characterized from Coptidis rhizome. The study investigated berberine's hepatoprotective effects on carbon tetrachloride (CCl4)-induced liver damage in rats. Rats treated with CCl4 showed increased liver enzymes (ALT, AST) and decreased antioxidant enzyme (SOD), indicating liver injury. Rats given berberine after or before CCl4 exposure showed reduced liver enzymes and increased SOD in a dose-dependent manner, demonstrating berberine's protective effects against CCl4-induced toxicity and its ability to prevent or treat liver damage.
Similar to Deep Purple: Discolouration in CBD products (20)
Unveiling the Cannabis Plant’s PotentialMarkus Roggen
Cannabinoid research is one of the most exciting areas of the cannabis science field, with new information being discovered about the potential therapeutic benefits of cannabinoids on a seemingly frequent basis. As we learn more about the cannabinoids that make up the cannabis plant and their unique qualities, research must be conducted with a focus on applying knowledge toward developing wellness products and cannabis therapies for patients. This panel will discuss the unique challenges facing the cannabinoid research field, results from recent research efforts, and what the future may hold for therapeutic applications of cannabinoids.
Have a Good Trip? How to Analyze PsychedelicsMarkus Roggen
Entheogens, frequently used interchangeably with hallucinogens and psychedelics, are naturally occurring psychoactive substances. Historically, these substances have been used to induce a change of perception, mood, consciousness, or behavior for the purposes of spiritual development or social enrichment. In addition to these uses, these substances have become strong candidates for alternative medicines for the treatment of psychological disorders. Cannabis, a more common entheogen, has paved the way for decriminalization and legalization of other substances, such as psilocin, psilocybin, MDMA, and LSD to be used for clinical treatments. While these compounds in many places are still classified as Schedule I substances under the Controlled Substances Act, other entheogenic plants with different psychoactive compounds are not, such as Mitragyna speciosa and Amanita muscaria, which already appear on the market in the form of edibles, extracts, or powders. With the lack of standardized methods for these psychoactive targets, and with the rise of legalization and clinical treatment centers, it is important to understand this emerging market from a safety and quality perspective. This session will focus on emerging products, testing targets, sample preparation, method development, and analytical challenges. Attendees of this session will learn technical steps that need to be considered to develop robust, reproducible analytical methods, and a quality assurance program to expand into this new and evolving area of testing.
Your Secret Sauce to Succeeding as a Cannabis Business: A Data-Driven ApproachMarkus Roggen
The cannabis industry is going through boom-bust cycles, many businesses are losing money or barely scrape by. All that is set against an ever-growing market with sales growing 20-30% year over year.
In this session we are analysing various factors exerting pressure on the industry, from taxes to testing costs, but also business strategies and operational decisions. This is all funded on extensive analysis of dataset from sales, business performance, production processes and public sources.
The work from an interdisciplinary team of economists, data scientists and chemists cumulated in an in-depth analysis of the cannabis economy and guiding principles for industry-wide success.
Hot Topics and Hotboxing: Latest research on cannabis aerosolsMarkus Roggen
Cannabis testing focuses on harm reduction, by testing for unwanted pesticides, heavy metals and biological contamination. On one side, cannabinoid levels are precisely measured in the product.
Although these final product tests miss one important aspect of cannabis consumption. The actual process of consumption. For inhalable products, like joints and vape cartridges, the dosing of cannabinoids and chemical changes during burning/vaporization are mostly unknow.
We have developed a testing platform to quantify cannabinoid and terpene levels on a puff per puff basis. This setup also allows us to screen the aerosol and gas phase for potential toxicants present. We also looked at cannabinoid concentrations puff by puff, how those compare between joints and vapes, and how those levels change over the lifecycle of a product.
In this talk we will present our findings from our latest vape and joint experiment and answer the longstanding question: Which part of a joint is the best to smoke? And, will cannabis kill you?
How Long Is Your Trip? Analysing the Micros and Heroics of PsychedelicsMarkus Roggen
Psychedelics are a diverse group of drugs that are known for their ability to alter consciousness, perception, mood, and thought. Detecting the presence, quantity and quality of these compounds is crucial to research development and involves various analytical tools such as High Performance Liquid Chromatography (HPLC) with optical or mass detectors, and other instruments types. These analytical tests are performed for a variety of reasons, including product, drug, or safety testing, all of which are subject to regulations and guidelines set by the licensing authorities. Besides the regulations, we face several other challenges with psychedelic analysis, such as the lack of standardized testing methods, difficulties in sample preparation, and analyte stability.
Birds, Bees and Buds: How to Talk About Cannabis and How to Label it CorrectlyMarkus Roggen
The current labeling of cannabis products is complicated, useless, and even gives the wrong incentive to the customer. The current market is tilted towards buying the highest total THC percentage, because it is a number that everyone believes they understand. There is a lot wrong with this. Starting from the problem that total THC is miscalculated. Adding the fact that “potency” and intoxication are not directly linked. Cannabis offers more bioactive compounds then just THC and CBD, but current labeling doesn’t show it. How can we present a cannabis product in a new way to guide the customer/patent to the right product. This presentation will build on my publications in the area of total THC labeling and chemovar research.
Crystallizing the science of CBD purificationMarkus Roggen
Cannabidiol, or CBD, is the new star of functional ingredients. It is a food, medicine, saviour of the farmers, even a health elixir.
The cannabis and hemp industries have recently experienced extreme growth and progress in all fields. Countries, states and countries are legalizing hemp and/or cannabis, cannabinoid producers see unpreceded business growth, new treatment option for various conditions are researched and approved. But while the markets are growing, hemp and cannabis producers are suffering. An overproduction depresses commodity prices, and inefficient processes squeeze the profit margins. Additionally, hemp and cannabis products require high purity of cannabinoid ingredients, both from a regulatory level and for patient care.
This presentation will cover the latest research on CBD isolation, from its solubility behaviour in common extraction solvents to purification via crystallization. Our latest findings in understanding, controlling, and optimizing cannabis production in analytics, processing, extraction and formulation are presented. The collaborative effort of the multidisciplinary research team at Delic Labs led to a diverse set of insight in every stage of production.
Simulations of Test Reduction Using Pooled Heavy Metals Analysis in CannabisMarkus Roggen
Background: Cannabis species have a propensity to bioaccumulate toxic heavy metals from their growth media. Increased testing for these metals is required to improve the safety of the legal medical and recreational cannabis industries. However, the current methods used for mandated heavy metals tests are not efficient for a large framework. As a result, there is limited testing capacity, high testing costs, and long wait times for results across North America.
Objective: This study aimed to demonstrate that pooling strategies can be used to increase the throughput in cannabis testing labs and reduce some of the strain on the industry.
Methods: This paper presents an algorithm to simulate different pooling strategies. The algorithm was applied to real world data sets collected from Washington and California state testing labs.
Results: Using a single pooling method, for the California lab, pooling four samples on average resulted in a 54.1% reduction in tests required for 100 samples. Conclusion: The algorithms generated from lab data demonstrated that pooled testing strategies can be developed on a case- by-case method to reduce the time, effort, and costs associated with heavy metals tests.
Highlights: The benefits of pooled testing will vary depending on the region and rate of contamination seen in each testing lab. Overall, our results demonstrate pooled testing has the potential to reduce the fiscal costs of testing through increased efficiency, allowing increased testing, leading to greater safety.
Structure Activity Relationship between the Emerging Psychedelic Industry and...Markus Roggen
DELIC Labs seeks to establish a research hub in Vancouver to study cannabis and mushrooms through process design, optimization, analytics, and formulation research. It collaborates with academic and industry partners globally. The document discusses psychedelic compounds and their medical potential but also highlights flaws in current clinical trials, a lack of knowledge about psilocybin mushroom composition, and Delic Labs' work using metabolomics to address this. It also covers the patenting of psilocybin crystal structures and questions whether this is appropriate given the medical applications of these compounds.
Out of the Shadows: Identifying Impurities in Cannabis ProductsMarkus Roggen
Highly concentrated cannabis products have seen rapid growth, as customers become more accustomed to cannabis consumption and actively seek out high-potency products. Cannabis concentrates come in various forms and product names, from Badder, Budder and Crumble to Distillate, Oil and Shatter. Those products can have THC concentrations are high as 95%, compared with less than 25% common in cannabis flower.
While the actual THC concentration can vary between 70 and 95%, what is common for all cannabis concentrates is that the total of identified compounds seldomly goes above 95% of product weight.
Delic Labs is a research venture that seeks to add fundamental scientific insight to the field of cannabis and mushroom production. In this regard, we set out to identify those compounds in the missing mass balance for cannabis concentrates. This presentation will show our latest advances in characterizing and quantifying impurities in cannabis concentrates. For example, we found reduced cannabinoid species in CBN products, THC isomers in distillates and oxidation products in CBD formulations.
Artificial Intelligence for Craft Cannabis ProductsMarkus Roggen
Cannabis extraction operations focus on extraction yields. This is an imprecise way to think about production. Defining the yield as yield per pound of biomass is very difference to yield per hour. And yield should not be the only focus for extractors. Quality of extract, cost of extraction, loss in post-processing, all these aspects should be considered too.
Our laboratory undertook extensive experimental studies on the extraction behavior of various solvents. We furthermore analyzed thousands of real-world extractions, from various producers and for different instruments to build a machine learning algorithm that can optimize extraction processes autonomously.
We present our latest results and insights from developing and utilizing our extraction optimization AI, to give the audience most actionable insight on how to make better cannabis extracts.
Don’t hold your breath: Smoke and vaping studies on cannabis products to qua...Markus Roggen
Delic Labs is a research company that collaborates with academic and industry partners to study cannabis and mushroom production through process design, optimization, and analytics research. Their research focuses on understanding thermal degradation of cannabinoids and terpenes during smoking and vaping, as well as quantifying cannabinoid and terpene levels inhaled on a puff-by-puff basis to provide insights into real-world usage. The research aims to add fundamental scientific insights to support the cannabis and mushroom industries.
DELIC Labs seeks to add scientific insight to cannabis and mushroom production through collaborative research. Their research focuses on process design, optimization, analytics, and formulation. They collaborate with academic and industry partners. Their research topics include process control, kinetics, in-process analytics, computational studies, and process development. CO2 extraction optimization is limited by focusing on single parameters and empirical exploration. DELIC Labs uses over 100,000 data points from multiple instruments and producers to develop machine learning and Bayesian optimization models to identify optimal extraction conditions considering multiple interactive factors.
Cannabis/Hemp Decarboxylation Monitoring by IRMarkus Roggen
CBDV is a research venture focused on supporting the cannabis and mushroom industries through collaborative research. Some areas of research include process design, optimization, and analytics. CBDV utilizes various analytical techniques like infrared spectroscopy to monitor decarboxylation reactions for cannabis extracts. IR spectroscopy allows for fast, easy, and economical in-process monitoring of decarboxylation without sample preparation. CBDV has developed IR monitoring methods for crude oil and flower and shown IR can predict cannabinoid concentrations during decarboxylation. Computational studies explored rate differences in THCA and CBDA decarboxylation. In summary, CBDV utilizes IR spectroscopy to monitor and control decarboxylation, a key processing step.
1) CBDV is a research venture that seeks to add scientific insight to cannabis and mushroom production through process design, optimization, analytics, and formulation research conducted in collaboration with academic and industry partners.
2) CBDV's research topics include chemometrics, kinetics, in-process analytics, computational studies, and process development for fundamental cannabis and mushroom chemistry.
3) CBDV has expertise in analytical chemistry, process chemistry, engineering, physics, data science, and statistics and is led by Dr. Markus Roggen and Prof. Glenn Sammis to provide scientific insights and solutions for the cannabis and mushroom industries.
Data Analytics for Process OptimizationMarkus Roggen
Understanding the cannabis production processes is key to improve them. We present our data analytics and optimization principles for cannabis extraction and processing.
Dr. Markus Roggen founded Complex Biotech Discovery Ventures (CBDV) to establish a research hub focused on fundamental scientific insights into cannabis production processes like decarboxylation and crystallization through collaborative projects with academic and industry partners utilizing analytical techniques like infrared spectroscopy and computational studies. CBDV seeks to optimize cannabis processing through in-line monitoring, design of experiments, data analytics, and developing a metabolite database to support the industry.
This document discusses using data analytics to optimize cannabis extraction and production processes. It describes how tracking additional metrics like net weight collected, run time, and flow rate can help producers increase yields and profit margins. Specifically, a predictive algorithm could help fill data gaps. The document also discusses cannabis extraction variables that impact yields, such as temperature, pressure and run time. It suggests extraction runs have an initial mass transfer mode where longer times yield more, but eventually reach a diffusion mode with diminishing returns. Overall, the document advocates for data-driven approaches to optimize cannabis extraction and production efficiency.
MJBiz Con: Leading Issues in Hemp ScienceMarkus Roggen
This document summarizes hemp processing techniques including extraction methods using solvents like CO2 and ethanol. It discusses post-processing steps like decarboxylation to convert acids to neutrals, distillation to separate compounds by boiling point, chromatography to separate mixtures, and crystallization to produce pure CBD isolate. The genetic differences between hemp and cannabis are also covered as well as how regulations define hemp based on THC content.
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...Leonel Morgado
Current descriptions of immersive learning cases are often difficult or impossible to compare. This is due to a myriad of different options on what details to include, which aspects are relevant, and on the descriptive approaches employed. Also, these aspects often combine very specific details with more general guidelines or indicate intents and rationales without clarifying their implementation. In this paper we provide a method to describe immersive learning cases that is structured to enable comparisons, yet flexible enough to allow researchers and practitioners to decide which aspects to include. This method leverages a taxonomy that classifies educational aspects at three levels (uses, practices, and strategies) and then utilizes two frameworks, the Immersive Learning Brain and the Immersion Cube, to enable a structured description and interpretation of immersive learning cases. The method is then demonstrated on a published immersive learning case on training for wind turbine maintenance using virtual reality. Applying the method results in a structured artifact, the Immersive Learning Case Sheet, that tags the case with its proximal uses, practices, and strategies, and refines the free text case description to ensure that matching details are included. This contribution is thus a case description method in support of future comparative research of immersive learning cases. We then discuss how the resulting description and interpretation can be leveraged to change immersion learning cases, by enriching them (considering low-effort changes or additions) or innovating (exploring more challenging avenues of transformation). The method holds significant promise to support better-grounded research in immersive learning.
Or: Beyond linear.
Abstract: Equivariant neural networks are neural networks that incorporate symmetries. The nonlinear activation functions in these networks result in interesting nonlinear equivariant maps between simple representations, and motivate the key player of this talk: piecewise linear representation theory.
Disclaimer: No one is perfect, so please mind that there might be mistakes and typos.
dtubbenhauer@gmail.com
Corrected slides: dtubbenhauer.com/talks.html
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
Immersive Learning That Works: Research Grounding and Paths ForwardLeonel Morgado
We will metaverse into the essence of immersive learning, into its three dimensions and conceptual models. This approach encompasses elements from teaching methodologies to social involvement, through organizational concerns and technologies. Challenging the perception of learning as knowledge transfer, we introduce a 'Uses, Practices & Strategies' model operationalized by the 'Immersive Learning Brain' and ‘Immersion Cube’ frameworks. This approach offers a comprehensive guide through the intricacies of immersive educational experiences and spotlighting research frontiers, along the immersion dimensions of system, narrative, and agency. Our discourse extends to stakeholders beyond the academic sphere, addressing the interests of technologists, instructional designers, and policymakers. We span various contexts, from formal education to organizational transformation to the new horizon of an AI-pervasive society. This keynote aims to unite the iLRN community in a collaborative journey towards a future where immersive learning research and practice coalesce, paving the way for innovative educational research and practice landscapes.
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...AbdullaAlAsif1
The pygmy halfbeak Dermogenys colletei, is known for its viviparous nature, this presents an intriguing case of relatively low fecundity, raising questions about potential compensatory reproductive strategies employed by this species. Our study delves into the examination of fecundity and the Gonadosomatic Index (GSI) in the Pygmy Halfbeak, D. colletei (Meisner, 2001), an intriguing viviparous fish indigenous to Sarawak, Borneo. We hypothesize that the Pygmy halfbeak, D. colletei, may exhibit unique reproductive adaptations to offset its low fecundity, thus enhancing its survival and fitness. To address this, we conducted a comprehensive study utilizing 28 mature female specimens of D. colletei, carefully measuring fecundity and GSI to shed light on the reproductive adaptations of this species. Our findings reveal that D. colletei indeed exhibits low fecundity, with a mean of 16.76 ± 2.01, and a mean GSI of 12.83 ± 1.27, providing crucial insights into the reproductive mechanisms at play in this species. These results underscore the existence of unique reproductive strategies in D. colletei, enabling its adaptation and persistence in Borneo's diverse aquatic ecosystems, and call for further ecological research to elucidate these mechanisms. This study lends to a better understanding of viviparous fish in Borneo and contributes to the broader field of aquatic ecology, enhancing our knowledge of species adaptations to unique ecological challenges.
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...Sérgio Sacani
Context. With a mass exceeding several 104 M⊙ and a rich and dense population of massive stars, supermassive young star clusters
represent the most massive star-forming environment that is dominated by the feedback from massive stars and gravitational interactions
among stars.
Aims. In this paper we present the Extended Westerlund 1 and 2 Open Clusters Survey (EWOCS) project, which aims to investigate
the influence of the starburst environment on the formation of stars and planets, and on the evolution of both low and high mass stars.
The primary targets of this project are Westerlund 1 and 2, the closest supermassive star clusters to the Sun.
Methods. The project is based primarily on recent observations conducted with the Chandra and JWST observatories. Specifically,
the Chandra survey of Westerlund 1 consists of 36 new ACIS-I observations, nearly co-pointed, for a total exposure time of 1 Msec.
Additionally, we included 8 archival Chandra/ACIS-S observations. This paper presents the resulting catalog of X-ray sources within
and around Westerlund 1. Sources were detected by combining various existing methods, and photon extraction and source validation
were carried out using the ACIS-Extract software.
Results. The EWOCS X-ray catalog comprises 5963 validated sources out of the 9420 initially provided to ACIS-Extract, reaching a
photon flux threshold of approximately 2 × 10−8 photons cm−2
s
−1
. The X-ray sources exhibit a highly concentrated spatial distribution,
with 1075 sources located within the central 1 arcmin. We have successfully detected X-ray emissions from 126 out of the 166 known
massive stars of the cluster, and we have collected over 71 000 photons from the magnetar CXO J164710.20-455217.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
2. Introduction
DELIC Labs is a research venture that seeks to add fundamental scientific
insight to the field of cannabis and mushroom production.
We seek to support the cannabis and mushroom industries by
establishing a centralized hub in Vancouver, BC, for collaborative
research focused on:
• Process Design
• Process Optimization
• Process Analytics
• Formulation Research
3. Collaborative Research
DELIC Labs collaborates with academic, industry and private groups
around the globe. Some highlights of those collaborations are:
• University of British Columbia, Vancouver
• Loyalist College, Belleville
• Via Innovations by Dr. Monica Vialpando
• Veridient Science by Dr. Linda Klumpers
Fundamental Collaboration
4. Research Topics
• Chemometrics and data analytics for process control and optimization
• Kinetic studies to understand mechanisms
• In-process analytics for process control
• Computational studies to understand mechanisms
• Process development, like crystallization
Fundamental Cannabis and Mushroom Chemistry
7. 3
Outline
- Purple CBD: Current understanding of its origin
- Testing the current hypothesis
- Identification of the compound responsible for the
formation
8. 3
Outline
- Purple CBD: Current understanding of its origin
- Testing the current hypothesis
- Identification of the compound responsible for the
formation
- Future work
9. CBD Degradation
- Global CBD sales predicted to exceed
US $19 billion by 2025.1
[1] Dobian, CBD Market to reach $19.5 billion by 2025, but only with FDA approval says top researcher. Forbes. July
28, 2021.
Available at https://www.forbes.com/sites/irisdorbian/?sh=2cd295c94bf8.
2
10. CBD Degradation
- Global CBD sales predicted to exceed
US $19 billion by 2025.1
- Current reports demonstrate differences
between advertised and measured CBD
concentrations.2
(1/3 of tested products contained <50% of
advertised CBD content)
[1] Dobian, CBD Market to reach $19.5 billion by 2025, but only with FDA approval says top researcher. Forbes. July
28, 2021.
Available at https://www.forbes.com/sites/irisdorbian/?sh=2cd295c94bf8.
[2] Liebling, J. P.; Clarkson, N. J.; Gibbs, B. W.; Yates, A. S.; O’Sullivan, S. E. An analysis of over-the-counter
cannabidiol
products in the United Kingdom. Cannabis Cannabinoid Res. 2020. doi: 10.1089/can.2019.0078.
4.5
3.2
0 1 2 3 4 5
Advertised
Measured
Percentage CBD (%)
Mean CBD content in tested
products
Adapted from Liebling et. al2
2
11. CBD Degradation
- Anecdotal evidence supports the
degradation of CBD solution with multiple
reports of CBD e-liquids and solutions
turning purple.
Sourced from Reddit3
[3] Reddit. CBD E-juice turned purple in the
tankhttps://www.reddit.com/r/Vaping/comments/e0z2ru/cbd_ejuice_turned_purple_in_the_ta
nk/ (Accessed March, 2022). 3
12. CBD Degradation
- Anecdotal evidence supports the
degradation of CBD solution with multiple
reports of CBD e-liquids and solutions
turning purple.
- Common conception that HU-331 and its
anion are the cause.
[3] Reddit. CBD E-juice turned purple in the
tankhttps://www.reddit.com/r/Vaping/comments/e0z2ru/cbd_ejuice_turned_purple_in_the_ta
nk/ (Accessed March, 2022).
Sourced from Reddit3
3
13. The Beam Test
- A classical colourimetric test for the identification of hashish using ethanolic KOH (5%).4
[4] Beam, W. Chemistry section in Fourth Report of Wellcome Tropical Research Laboratories, part B.
Khartoum, 1911; pp 25.
4
14. The Beam Test
- A classical colourimetric test for the identification of hashish using ethanolic KOH (5%).4
Cannabinoids
responsible for a
positive test result5
[4] Beam, W. Chemistry section in Fourth Report of Wellcome Tropical Research Laboratories, part B.
Khartoum, 1911; pp 25.
[5] Adams, R. Marijuana. Harvey Lecture. Bull. N. Y. Acad. Med. 1942, 18 (11), 705-730.
4
15. The Beam Test
- A classical colourimetric test for the identification of hashish using ethanolic KOH (5%).4
Example quinones
responsible for
the purple
colouration6
Cannabinoids
responsible for a
positive test result5
[4] Beam, W. Chemistry section in Fourth Report of Wellcome Tropical Research Laboratories, part B.
Khartoum, 1911; pp 25.
[5] Adams, R. Marijuana. Harvey Lecture. Bull. N. Y. Acad. Med. 1942, 18 (11), 705-730.
[6] Mechoulam, R.; Ben-Zvi, Z.; Gaoni, Y. Hashish-XIII. On the nature of the beam test. Tetrahedron,
1968, 5615-5624.
4
25. Tracking HU-331 Concentration
- CBD is oxidizing to HU-331
- HU-331 is deprotonated
Where is the
base?
𝒉𝒗
(65% PG, 30% VG, 5%
CBD)
6
26. Tracking HU-331 Concentration
- CBD is oxidizing to HU-331
- HU-331 is deprotonated
Where is the
base?
Light-driven deprotonation in neutral, protic media?
𝒉𝒗
(65% PG, 30% VG, 5%
CBD)
6
27. Tracking HU-331 Concentration
- CBD is oxidizing to HU-331
- HU-331 is deprotonated
Where is the
base?
𝒉𝒗
(65% PG, 30% VG, 5%
CBD)
Mass Chromatogram
6
36. Isolation of CBDHQ and its anion
High absorption coefficient of HU-331 anion
suggests low concentrations can result in drastic
colouration in CBD solutions
(2 mg HU-331 in 0.6 mL DMSO-d6)
9
37. HU-331 Rate of Decomposition
- Is HU-331 degradation a light-driven process?
10
38. HU-331 Rate of Decomposition
- Is HU-331 degradation a light-driven process?
HU-331 (0.23 mg) +
dinitrobenzene
internal standard in
DMSO-d6 (0.5 mL)
10
39. R² = 0.9933
0.4
0.5
0.6
0.7
0.8
0.9
1
1.1
0 10 20 30 40 50 60
HU-331
Degradation
Relative
to
T
0
Time (min)
Light
Dark
Storage
Conditions
HU-331 Rate of Decomposition
- Is HU-331 degradation a light-driven process?
HU-331 (0.23 mg) +
dinitrobenzene
internal standard in
DMSO-d6 (0.5 mL)
10
40. R² = 0.9933
0.4
0.5
0.6
0.7
0.8
0.9
1
1.1
0 10 20 30 40 50 60
HU-331
Degradation
Relative
to
T
0
Time (min)
Light
Dark
Storage
Conditions
HU-331 Rate of Decomposition
- 45% reduction in [HU-331] after 60
minutes exposure to white light
- Is HU-331 degradation a light-driven process?
HU-331 (0.23 mg) +
dinitrobenzene
internal standard in
DMSO-d6 (0.5 mL)
10
41. Conditions Absorption Maximum (λmax)
CBD (30 mg) + HU-331 (1 mg) + Light in IPA (2 mL) 544 nm
CBD (30 mg) + HU-331 (1 mg) + Light in PG (2 mL) 545 nm
Identification of the Anion in CBD Solutions
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
380 430 480 530 580 630 680
Absorbance
(A)
Wavelength (nm)
CBD+HU-331+Light in IPA
CBD+HU-331+Light in PG
11
42. 0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
380 430 480 530 580 630 680
Absorbance
(A)
Wavelength (nm)
Deprotonated HU-331 in IPA
CBD+HU-331+Light in IPA
CBD+HU-331+Light in PG
Conditions Absorption Maximum (λmax)
CBD (30 mg) + HU-331 (1 mg) + Light in IPA (2 mL) 544 nm
CBD (30 mg) + HU-331 (1 mg) + Light in PG (2 mL) 545 nm
HU-331 anion in IPA 542 nm
Identification of the Anion in CBD Solutions
11
53. Presence of HU-331 anion?
48 h
15
No HU-331 anion at high
concentration (>10 mg HU-331)
54. Conclusions
- HU-331 forms spontaneously within E-
liquids in the presence of oxygen.
- The formation of purple-coloured
CBD solutions is a result of a light-
driven degradation of HU-331.
- HU-331 anion likely not solely
responsible for the purple colour, if at
all.
- Degradation of HU-331 leads to
significant formation of novel products
inside CBD solutions.
16
55. Conclusions
- HU-331 forms spontaneously within E-
liquids in the presence of oxygen.
- The formation of purple-coloured
CBD solutions is a result of a light-
driven degradation of HU-331.
- HU-331 anion likely not solely
responsible for the purple colour, if at
all.
- Degradation of HU-331 leads to
significant formation of novel products
inside CBD solutions.
48 h
16
56. Conclusions
- HU-331 forms spontaneously within E-
liquids in the presence of oxygen.
- The formation of purple-coloured
CBD solutions is a result of a light-
driven degradation of HU-331.
- HU-331 anion likely not solely
responsible for the purple colour, if at
all.
- Degradation of HU-331 leads to
significant formation of novel products
inside CBD solutions.
48 h
16
57. Conclusions
- HU-331 forms spontaneously within E-
liquids in the presence of oxygen.
- The formation of purple-coloured
CBD solutions is a result of a light-
driven degradation of HU-331.
- HU-331 anion likely not solely
responsible for the purple colour, if at
all.
- Degradation of HU-331 leads to
significant formation of novel products
inside CBD solutions.
48 h
16
58. Future Work
48 h
- What mechanism follows HU-331’s photoexcitation that leads to the purple-coloured
solution?
17
59. Future Work
- What mechanism follows HU-331’s photoexcitation that leads to the purple-coloured
solution?
- What is causing the purple discolouration if not HU-331’s anion?
48 h
17
60. Acknowledgements
DELIC Labs:
Kendra Payne
Sajni Shah
Dr Eric Janusson
Dr Tom Dupree
Amanda Assen
Dingding Xuan
Ali Wasti
University of British Columbia:
Dr Glenn Sammis – Supervisor
Dr Tao Huan
Dr Maria Ezhova
18