Jim Mitchell and Google NotebookLM
Cannabinoid and Psychedelic Pharmacology and Drug Development
Explore Cannabinoid and Psychedelic Pharmacology with AI-Powered Learning. Welcome to a groundbreaking approach to mastering cannabinoid and psychedelic pharmacology and the FDA drug development pathway! This podcast series, powered by Google’s Notebook LM, offers a cutting-edge, AI-guided learning experience tailored for formal classes or self-directed study. Each 30-day series delves deep into the science of cannabinoid and psychedelic pharmacology, exploring molecular signaling pathways, therapeutic applications, and regulatory challenges. Using a spiraling learning approach, foundational t...
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Episodes
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 27 Applying Six Sigma and Other Continuous Improvement Tools 31.01.2025 20:37
This podcast episode explores the application of Six Sigma and continuous improvement tools in natural product manufacturing, particularly focusing on cannabis and psychedelic compounds. The discussion covers: - The DMAIC (Define, Measure, Analyze, Improve, Control) methodology and its practical applications - Quality by Design (QbD) principles and risk management frameworks - Real-world case stud...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 26 Advanced Topics in Process Chemistry and Scalability 31.01.2025 46:36
This podcast episode explores the complex challenges of scaling up production of cannabinoid and psychedelic APIs (Active Pharmaceutical Ingredients) from laboratory to commercial scale. Using Watson's Pharmaceutical Process Development as a guide, the discussion covers key aspects including: - Balancing yield maximization, cost minimization, and waste management while maintaining product safety a...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 25 Global Perspectives and Harmonization 31.01.2025 10:22
This podcast episode explores global regulations for cannabis and psychedelic therapies, comparing approaches between the US FDA, Canada, and the EU. The discussion covers ICH guidelines for harmonizing drug development standards internationally, the role of botanical drug classifications, and the challenges of balancing innovation with accessibility. Key topics include mutagenic impurity guidelin...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 24 Intellectual Property, Patents, and Regulatory Exclusivities 31.01.2025 18:04
This podcast episode explores intellectual property rights in cannabinoid and psychedelic drug development. The discussion covers various aspects of patent protection, including novel drug formulations, extraction processes, and synthetic analogs. The speakers examine the tension between protecting pharmaceutical innovations and ensuring treatment accessibility, while also addressing the ethical c...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 23 Pharmacovigilance and Post-Marketing Surveillance 31.01.2025 23:12
This podcast episode explores pharmacovigilance and post-market surveillance in cannabinoid and psychedelic therapies. The discussion covers how the FDA monitors drug safety after approval, the importance of real-world data collection, and the role of Risk Evaluation and Mitigation Strategies (REMS) in ensuring patient safety. The speakers examine unique challenges in monitoring these therapies, i...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 22 Clinical Trial Design Nuances for Cannabinoid Therapies 31.01.2025 21:44
This podcast episode explores the complexities and challenges of clinical trials for cannabinoid therapies. The discussion covers key aspects including: - Dosing variability and product consistency challenges in plant-derived compounds - Patient compliance and addressing stigma around cannabis research - Placebo control difficulties unique to cannabinoid studies - Special considerations for vulner...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 21 Clinical Trial Design Nuances for Psychedelic Therapies 31.01.2025 14:47
This podcast episode explores the complex challenges of designing clinical trials for psychedelic therapies, particularly focusing on unique issues like the placebo effect and functional unblinding. The discussion covers how researchers use active placebos and creative trial designs to control for expectation bias. It also examines the FDA's stance on regulating psychedelic therapy, highlighting t...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 20 Safety Considerations Beyond the Lab (Societal and Ethical Implications) 31.01.2025 21:56
This podcast episode explores the societal safety implications of cannabinoids and psychedelics, covering key topics like addiction potential, psychological risks, and substance misuse. The discussion examines how regulatory frameworks and quality control measures like cGMP compliance can help ensure public safety. The episode also delves into the FDA's role in drug approval, the importance of acc...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 19 Product Lifecycle Management and Post-Approval Changes 31.01.2025 13:28
This episode explores pharmaceutical product lifecycle management, focusing on what happens after FDA drug approval. It explains how companies can make post-approval changes through different regulatory pathways (CBE0, CBE30, and PAS). The discussion covers Quality by Design (QbD) principles, mutagenic impurities, and the unique challenges of botanical drug development. The episode emphasizes the...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 18 Process Analytical Technology (PAT) in Natural Products 31.01.2025 18:31
This podcast episode explores Process Analytical Technology (PAT) and its transformative impact on manufacturing natural products, particularly cannabinoids and psychedelics. The discussion covers key analytical tools like NIR and Raman spectroscopy, explaining how they enable real-time quality control and monitoring during production. The episode highlights PAT's benefits including reduced waste,...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 17 Critical Material Attributes (CMAs) in Cannabis and Psychedelic Manufacturi 31.01.2025 17:28
This podcast episode explores Critical Material Attributes (CMAs) in botanical drug manufacturing, focusing on cannabis and psychedelics. The discussion covers key aspects including: - The unique challenges of working with botanical materials compared to synthetic drugs - Important CMAs like moisture content, particle size, and microbial load that affect product quality - How cultivar selection im...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 16 Label Accuracy in Psychedelic Products 31.01.2025 29:34
This podcast episode explores the critical importance of label accuracy in psilocybin products, drawing parallels to early challenges in the cannabis industry. The discussion covers key topics including: - The use of advanced testing methods like LCMS (liquid chromatography mass spectrometry) to accurately measure psilocybin and psilocin levels - Current challenges in the unregulated market, descr...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 15 Label Accuracy in Cannabinoid Products 31.01.2025 10:42
This episode explores label accuracy in cannabinoid products, with a focus on the challenges and importance of proper labeling in the CBD/THC industry. The discussion covers research from JAMA showing widespread mislabeling issues, the potential dangers of inaccurate labels for consumers, and the critical role of third-party testing and cGMP compliance in ensuring product safety. The conversation...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 14 Botanical Drug Development Guidance (FDA) 31.01.2025 16:33
This episode explores the complexities of botanical drug development, focusing on cannabis and psychedelic mushrooms. The discussion covers key quality control challenges, including the variability of active compounds in natural products and the importance of standardization. The episode explains crucial regulatory frameworks like the Botanical Drug Master File (BDMF) and ICHM7 guidelines, which e...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 13 cGMP Fundamentals and Their Societal Impact 31.01.2025 22:10
This podcast episode explores the fundamentals of Current Good Manufacturing Practices (cGMP) in pharmaceutical production, with a special focus on emerging cannabinoid and psychedelic therapies. The discussion covers key aspects of cGMP including documentation, quality control, facility standards, and personnel training. The episode delves into historical examples like the thalidomide tragedy to...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 12 Phase-Appropriate Validation vs. Verification 31.01.2025 30:19
This podcast episode explores the critical differences between validation and verification in analytical methods, particularly for botanical and fungal products. The discussion covers how validation requirements evolve through different phases of product development, from initial testing to commercial production. Key topics include dealing with natural variability in botanical materials, the impor...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 11 Nitrosamine Impurities and Genotoxic Concerns 31.01.2025 33:42
This podcast episode explores the critical role of impurity assessments in psychedelic drug development, focusing on two major types: nitrosamine and genotoxic impurities. The discussion covers why these impurities are concerning, with nitrosamines being carcinogenic and genotoxic impurities capable of damaging DNA. The episode delves into detection methods, control strategies, and regulatory requ...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 10 Control of Impurities (Organic, Inorganic, Residual Solvents) SUPPLEMENT 31.01.2025 18:31
This podcast episode explores the fascinating differences between natural botanical extracts and their synthetic counterparts, with a focus on impurities. It delves into how the endocannabinoid system (ECS) interacts with these compounds and introduces the concept of polypharmacy - where multiple compounds work together synergistically. The discussion covers important aspects like variability in n...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 10 Control of Impurities (Organic, Inorganic, Residual Solvents) 31.01.2025 25:10
This deep-dive podcast episode explores the critical world of drug impurities and their impact on pharmaceutical safety. The discussion covers the ICH guidelines (Q3A through Q3E) that govern impurity control, sophisticated analytical techniques for detection, and real-world applications in both traditional pharmaceuticals and emerging substances like cannabis and psilocybin. The episode breaks do...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 9 Stability Testing and Shelf-Life Determination 31.01.2025 23:57
This podcast episode explores the science of stability testing and shelf-life determination for sensitive compounds derived from plants and fungi. The discussion covers two main testing approaches - real-time and accelerated testing- and delves into the complexities of working with multiple active compounds like cannabinoids and fungal metabolites. The episode emphasizes the critical importance of...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 8 Risk Management (ICH Q9) and Subjective Risk Assessments 31.01.2025 15:41
This podcast episode explores pharmaceutical risk management through ICH Q9 guidelines, focusing on how companies assess and mitigate risks in drug development. The discussion covers key risk assessment tools like Failure Mode and Effects Analysis (FMEA) and Fault Tree Analysis (FTA). Special attention is given to the unique challenges of managing risks in botanical pharmaceuticals like psilocybin...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 7 Design of Experiments (D.O.E.) in Process Optimization 31.01.2025 19:44
This podcast episode explores Design of Experiments (DOE) in pharmaceutical development, particularly focusing on optimizing processes for compounds like dronabinol and psilocybin. The discussion covers three main types of DOE - factorial designs, fractional factorial designs, and response surface methodology (RSM). The episode explains how these methodologies help scientists systematically optimi...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 6 Analytical Method Development and Validation 31.01.2025 15:20
This podcast episode explores analytical method development and validation in cannabis and psychedelic testing. It breaks down the six key parameters of ICH Q2 guidelines (specificity, accuracy, precision, linearity, range, and robustness) and explains their importance in ensuring product safety and reliability. The discussion covers sophisticated testing techniques like HPLC and mass spectrometry...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 5 Identifying CQAs and CPPs 31.01.2025 15:39
This podcast episode explores Critical Quality Attributes (CQAs) and Critical Process Parameters (CPPs) in the manufacturing of botanical and psychedelic products. The discussion covers key aspects of product quality including potency, purity, safety, and stability. The episode delves into the complexities of extraction processes, including solvent choice and temperature control, while explaining...
30 Day FDA Drug Development in Cannabinoid and Psychedelic Spaces - Day 4 Quality by Design (QbD) – Fundamentals SUPPLEMENT 31.01.2025 20:11
This podcast episode explores the fundamental differences between synthetic single-molecule compounds and natural extracts in the context of cannabinoids and psychedelics. The discussion delves into the complexities and challenges of working with natural extracts, including concepts like residual complexity, batch variability, cultivar stability, and polypharmacy. The episode then introduces Quali...
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