InSilicoMinds

InSilicoMinds

Information Technology & Services

San Diego, California 1,243 followers

AI, Modeling & Simulation for Pharma, Life Sciences, & Medical Device Companies.

About us

InSilicoMinds specializes in providing AI and advanced modeling and simulation solutions for Pharma & Life Sciences. We leverage the best of breed validated global solutions and service providers to offer the best in class in silico solutions which help our clients optimize their drug development cycle, reduce costs, save time, and improve patient outcomes. InSilicoMinds enhances its portfolio of computational solutions through an exclusive partnership with InSilicoTrials, a premier provider of AI and simulation tools for drug development, reflecting both companies' commitment to innovation and excellence in advancing drug research and development. We are a team of experienced life sciences, digital innovation, and in silico experts that work together to provide our in silico solution. Our team has extensive experience working with a wide range of pharmaceutical and life sciences clients, from small startups to large multinational corporations. We understand the unique challenges facing these industries, and we have the knowledge and expertise to help our clients succeed. Expertise -In Silico Modeling & Simulation -Bioinformatics & Computational Biology/Chemistry -Clinical Research & In Silico Trials -Domain Advisory & Consultancy -Staff Augmentation

Website
http://www.insilicominds.com
Industry
Information Technology & Services
Company size
51-200 employees
Headquarters
San Diego, California
Type
Privately Held
Founded
2021
Specialties
Bioinformatics, Drug Discovery, Target Identification, Computational Biology, Data Science, Digital Health, Artificial Intelligence, AI/ML, ML Ops, Biomarker Discovery, Drug Repurposing, in-Silico, PhDs, Personalized Medicine, Therapeutics, Precision Medicine, Proteomics, Genomics, Modeling & Simulation, In Silico, PBPK Modeling, QSP Modeling, PK Modeling, PD Modeling, Machine Learning, PopPK Modeling, Mechanistic Modeling, IVIVC, IVIVR, Computational Chemistry, Generic Drug Development, Formulation Optimization, Disease Progression Models, Pharmaceuticals, and Life Sciences

Locations

  • Primary

    6658 Monterra Trail

    San Diego, California 92130, US

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  • Financial District

    8th Floor, Block A, Ramky Selenium,

    Gachibowli, Telangana 500035, IN

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Employees at InSilicoMinds

Updates

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    Atal Incubation Centre - CCMB, partnered with Central Drugs Standard Control Organization (CDSCO), FDA India, Ministry of Health and Family Welfare, Government of India & Indian Council of Medical Research (ICMR) to host a workshop on “𝗖𝗼𝗺𝗽𝗹𝗲𝘅 𝗜𝗻 𝗩𝗶𝘁𝗿𝗼 𝗠𝗲𝘁𝗵𝗼𝗱𝘀 𝗮𝗻𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗕𝗶𝗼𝗹𝗼𝗴𝘆”, focusing on recent scientific and regulatory advances in these fields. 🇮🇳 The day-long workshop, attended by nearly 40 regulators and representatives from ICMR, Biotechnology Industry Research Assistance Council (BIRAC), & Humane Society International India (HSI), proved an insightful, first-of-its-kind interaction with drug regulators in #India. The session on 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 & 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗥𝗲𝗴𝘂𝗹𝗮𝘁𝗼𝗿𝘆 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲 & 𝗔𝗽𝗽𝗿𝗼𝘃𝗮𝗹𝘀 was a key highlight, featuring talks by Dr. Tausif Ahmed from Dr. Reddy's Laboratories, Mr. Nirnith Devireddy, and Dr. Pranav Karmwar from InSilicoMinds. We delved into the integration of computational tools in regulatory processes, showcasing their importance in drug safety and efficacy assessments. ✨ The workshop also featured sessions on translational advances in stem cell biology, industrial adoption of 𝗖𝗼𝗺𝗽𝗹𝗲𝘅 𝗜𝗻 𝗩𝗶𝘁𝗿𝗼 𝗠𝗼𝗱𝗲𝗹𝘀 (𝗖𝗜𝗩𝗠), and their standardization, qualification, and validation. These sessions were led by experts like Dr. Sujata Mohanty from AIIMS (All India Institute of Medical Sciences, New Delhi), Dr. Kasturi Mahadik from Atal Incubation Centre - CCMB, and Dr. Viraj Mehta from Sai Life Sciences Ltd, highlighting the cutting-edge research and its practical applications in #drugdevelopment. 🧪 A brainstorming activity titled "𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝘁𝗼 𝘁𝗵𝗲 𝗮𝗱𝗼𝗽𝘁𝗶𝗼𝗻 𝗼𝗳 𝗡𝗲𝘄 𝗔𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗠𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗲𝘀 (𝗡𝗔𝗠𝘀)" encouraged interactive discussions among CDSCO regulators, ICMR, DBT/BIRAC, & Industry. Notable remarks were made by Dr. Anita Krishnan from Biocon Biologics and Dr. Kasinath Viswanathan PhD from Zydus Group, providing valuable insights into the #future of NAMs. 📈 Dr. Rajeev Raghuvanshi from Indian Pharmacopoeia Commission (CDSCO) also contributed significantly to the discussions, emphasizing CDSCO's commitment to human-relevant #research and #regulatory advancements. 🧑🔬 The concluding remarks and reflections on the way forward were shared by Dr. Sonia Gandhi from Biotechnology Industry Research Assistance Council (BIRAC) and Dr. Annam Visala from CDSCO, emphasizing the collaborative efforts needed to advance human-relevant biology. 🧬 We are grateful for the support and participation of all the esteemed speakers and organizations. This workshop marks a significant step towards fostering innovation and regulatory excellence in India’s biopharmaceutical landscape. 🤝 CPHMS | Centre for Predictive Human Model Systems #Biotechnology #ComputationalBiology #BiotechInnovation #HealthTech #GovtOfIndia #PharmaIndustry #Biopharmaceuticals

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    𝐈𝐧𝐬𝐩𝐢𝐫𝐢𝐧𝐠 𝐝𝐢𝐬𝐪𝐮𝐢𝐬𝐢𝐭𝐢𝐨𝐧𝐬 𝐚𝐭 𝐭𝐡𝐞 𝟕𝟑𝐫𝐝 #𝐈𝐏𝐂-𝟐𝟎𝟐𝟒! ✨ The 𝗜𝗻𝗱𝗶𝗮𝗻 𝗣𝗵𝗮𝗿𝗺𝗮𝗰𝗲𝘂𝘁𝗶𝗰𝗮𝗹 𝗖𝗼𝗻𝗴𝗿𝗲𝘀𝘀 (𝗜𝗣𝗖) 𝟮𝟬𝟮𝟰 hosted by the #IPA - Indian Pharmaceutical Association, is a yearly scientific program that aims to expand the horizons of #pharmacetuicals by bringing together renowned researchers, industry leaders, & bright minds to explore growing themes and ideas. The 2024 edition was focused on the Role of Indian Pharma for Global well-being, offering captivating discussions and innovative approaches to building powerful foundations for the future. The colloquium ventured through ideas on HealthCare revolutions and #AI, cutting-edge #pharmaceutical research, drug repurposing, academic evolutions, and #growth in patient care. Mr. Jayapal Reddy Thumma and Mr. Anand Aggala mediated the event, fostering collaborations and vibrant discussions. Our CEO Mr. Nirnith Devireddy and CSO Dr. Pranav Karmwar illustrated the future of AI Modeling & Simulation in #pharmaceutical development. Their #insights highlighted how AI-driven technologies are shaping drug discovery, optimizing processes, and advancing personalized medicine. With the aim to enhance global #healthcare outcomes leveraging pioneering therapies, passionate perspectives and limitless possibilities blossomed to unlock the potential of AI. InSilicoMinds, a leading provider of AI-powered Modelling & Simulation solutions for #pharmaceutical development, is well-positioned to #support your organization in navigating this rapidly evolving landscape. Our team of experts has decades of experience in modeling and simulations for #drugdevelopment and #regulatory compliance. By partnering with us, you can gain a competitive edge, #accelerate your drug development timelines, and ultimately improve patient outcomes #worldwide. InSilicoTrials #InSilicoModeling #RegulatoryAffairs #DataScience #ArtificialIntelligence #LifeSciences #Biotech #Pharma

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    𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐢𝐧𝐠 𝐨𝐧𝐜𝐨𝐥𝐨𝐠𝐲 𝐝𝐫𝐮𝐠 𝐝𝐨𝐬𝐚𝐠𝐞𝐬 𝐢𝐬 𝐚 𝐦𝐮𝐥𝐭𝐢-𝐟𝐚𝐜𝐞𝐭𝐞𝐝 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞 𝐝𝐮𝐞 𝐭𝐨 𝐭𝐡𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐱 𝐧𝐚𝐭𝐮𝐫𝐞 𝐨𝐟 𝐜𝐚𝐧𝐜𝐞𝐫. Tumor heterogeneity, patient variability, and the intricacies of combination therapies add layers of complexity. Traditional methods often fall short, creating a need for innovative solutions. 🏥Collaborations like those between the FDA and International Society of Pharmacometrics (ISoP) underscore commitment to pioneering solutions that ensure efficacy and safety in cancer therapeutics by recommending modeling and simulation as essential approaches to tackle these #challenges effectively. 💻 Integrating preclinical evidence, pharmacodynamic markers, and advanced modeling, we optimize drug dosages and provide comprehensive #solutions that account for the multi-dimensional aspects of dose finding. Our innovative approach ensures #efficacy and #safety in cancer therapeutics, addressing the intricate challenges of dosage #optimization. 💊 ✨ Unlock the future of oncology with InSilicoMinds. Our modeling and simulation techniques enable precise dosage optimization, enhancing patient outcomes and advancing therapeutic efficacy. 🤝 Partner with InSilicoMinds to harness the power of in silico methods and drive innovation in oncology drug development.  InSilicoTrials #Oncology #DrugDevelopment #InSilico #CancerTreatment #DosageOptimization #HealthcareInnovation #Pharmaceuticals #Biotechnology

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    𝙱𝚒𝚘𝚎𝚚𝚞𝚒𝚟𝚊𝚕𝚎𝚗𝚌𝚎 𝚠𝚒𝚝𝚑 𝙸𝚗 𝚂𝚒𝚕𝚒𝚌𝚘 𝙰𝚙𝚙𝚛𝚘𝚊𝚌𝚑𝚎𝚜 🔬💊 𝗔𝗿𝗲 𝘆𝗼𝘂𝗿 𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝗕𝗶𝗼𝗲𝗾𝘂𝗶𝘃𝗮𝗹𝗲𝗻𝗰𝗲 (𝗕𝗘) 𝘀𝘁𝘂𝗱𝗶𝗲𝘀 𝗳𝗮𝗹𝗹𝗶𝗻𝗴 𝘀𝗵𝗼𝗿𝘁? Standard BE evaluation faces significant #challenges: prolonged study durations, increased costs, and complex designs, especially for #drugs with long half-lives, highly variable drugs (HVD), and special formulations. These hurdles can compromise the #efficiency and #accuracy of BE studies, impacting drug approval and patient access to #generics.   Bioequivalence refers to the comparison between a generic drug and a brand-name drug to ensure they have the same #bioavailability and #therapeutic effect. Accurate BE studies are essential to confirm that the generic version performs similarly to its branded counterpart, ensuring #safety and #efficacy for patients. 💻 𝗕𝗘 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗜𝗻 𝗦𝗶𝗹𝗶𝗰𝗼 𝗔𝗽𝗽𝗿𝗼𝗮𝗰𝗵𝗲𝘀 In silico approaches address many challenges of #traditional BE studies. These methods effectively handle sparse #data, separate sources of variability, and increase study power and efficiency. By optimizing study designs and employing advanced simulations, in silico methods enhance the #robustness and #accuracy of BE evaluations, especially for highly variable drugs and special formulations.   ✨ Transitioning to in silico approaches is not just a technological upgrade; it's a paradigm shift that ensures safer, more effective treatments. InSilicoMinds is at the forefront of this revolution, driving advancements in pharmacometrics and bioequivalence. 🤝 Join us in exploring the #future of BE studies and discover how #insilico methodologies can transform #pharmaceuticalresearch. InSilicoTrials #Bioequivalence #Pharmacokinetics #InnovativeSolutions #DrugDevelopment #Bioavailability #Pharmacometrics #BEStudies #ClinicalTrials #PatientSafety #FDAApproval

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    𝐀𝐏𝐈 (𝐀𝐜𝐭𝐢𝐯𝐞 𝐏𝐡𝐚𝐫𝐦𝐚𝐜𝐞𝐮𝐭𝐢𝐜𝐚𝐥 𝐈𝐧𝐠𝐫𝐞𝐝𝐢𝐞𝐧𝐭) 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: 𝐀𝐧 𝐢𝐧 𝐬𝐢𝐥𝐢𝐜𝐨 𝐞𝐧𝐳𝐲𝐦𝐚𝐭𝐢𝐜 𝐬𝐲𝐧𝐭𝐡𝐞𝐬𝐢𝐬 𝐚𝐩𝐩𝐫𝐨𝐚𝐜𝐡 🧑💻💊 Exciting #advancements in pharmaceutical manufacturing are here! Enzymatic synthesis, coupled with in silico approaches, offers superior advantages over traditional methods for API #development. Here’s why: 🔬 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗮𝗻𝗱 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆: Enzymes provide unparalleled specificity, targeting precise #chemical bonds to streamline synthesis pathways. This results in higher #yields and #purity of APIs, minimizing waste and maximizing #efficiency. 🧬 𝗜𝗻 𝗦𝗶𝗹𝗶𝗰𝗼 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: By harnessing computational tools, we optimize enzymatic pathways in virtual #environments. This allows us to #predict outcomes, #refine processes, and #accelerate innovation in API synthesis, saving time and resources. Let's embrace these transformative technologies to drive forward #sustainable and #efficient API development. 🚀💊 👆 If you have an R&D problem that could benefit from in silico approaches, we'd love to help. Reach out to us at [email protected], and let's solve it together. Visit 🔗 https://lnkd.in/gmhabTiD to read our case studies. #API #EnzymaticSynthesis #APISynthesis #PharmaceuticalInnovation #Biotechnology #InSilicoModeling #DrugDevelopment #R&D #Pharmaceuticals #Innovation #LifeSciences #Healthcare #TechInPharma #Sustainability

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    𝐒𝐚𝐟𝐞𝐭𝐲 𝐀𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭𝐬 𝐰𝐢𝐭𝐡 𝐈𝐧 𝐒𝐢𝐥𝐢𝐜𝐨 𝐌&𝐒: 𝐇𝐨𝐰 𝐭𝐡𝐞 𝐅𝐃𝐀 𝐢𝐬 𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐖𝐚𝐲 🌎 [𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆] In the fast-paced world of food, cosmetics, and pharmaceutical industries, ensuring the safety of #chemicals is paramount. The FDA's Center for Food Safety and Applied Nutrition (CFSAN) is at the forefront of this effort, leveraging in silico #modeling approaches to predict toxicity endpoints and safeguard public health. ⚗️  💻In silico methods, including (Q)SAR and read-across modeling, offer rapid and reliable preliminary assessments of chemical #hazards. At CFSAN, regulatory scientists from the Office of Food Additive Safety (OFAS) and the Office of Applied Research and Safety Assessment (OARSA) are actively using these techniques to evaluate the #safety and predict the #toxicity of a vast array of #chemicals found in everyday products.    The FDA's use of in silico modeling showcases the transformative potential of these techniques in #regulatory science. These methods not only streamline safety assessments but also enhance our ability to #protect public #health. 🧑⚕️   ✨ At InSilicoMinds, we are passionate about advancing these innovative approaches. If you have an R&D problem that could benefit from in silico modeling, we'd love to help. 👆 Reach out to us at [email protected] and let's solve it together. Do visit 🔗https://lnkd.in/gmhabTiD to read our case studies. FDA InSilicoTrials #InSilico #ToxicityPrediction #ChemicalSafety #FDA #CFSAN #Innovation #Research #SafetyAssessment #RegulatoryScience #OFAS #OARSA #FoodSafety #CosmeticSafety #PharmaceuticalSafety #R&D #DataScience #Biotech

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    𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐭𝐡𝐞 𝐃𝐫𝐮𝐠 𝐒𝐚𝐟𝐞𝐭𝐲 𝐒𝐮𝐢𝐭𝐞: 𝐑𝐞𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐢𝐳𝐢𝐧𝐠 𝐂𝐚𝐫𝐝𝐢𝐚𝐜 𝐑𝐢𝐬𝐤 𝐀𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭🫀💻 In an era where regulatory bodies are enhancing the assessment of drug-induced proarrhythmic risks, the 𝗗𝗿𝘂𝗴 𝗦𝗮𝗳𝗲𝘁𝘆 𝗦𝘂𝗶𝘁𝗲 emerges as a game-changer. Developed by our exclusive partner InSilicoTrials, a leading provider of in silico solutions, and offers cutting-edge computational tools and solutions to accelerate #drugdiscovery and #development. 🌍 The Drug Safety Suite includes the innovative 𝗖𝗼𝗺𝗽𝗿𝗲𝗵𝗲𝗻𝘀𝗶𝘃𝗲 𝗜𝗻 𝗩𝗶𝘁𝗿𝗼 𝗣𝗿𝗼𝗮𝗿𝗿𝗵𝘆𝘁𝗵𝗺𝗶𝗮 𝗔𝘀𝘀𝗮𝘆 (𝗖𝗶𝗣𝗔) 𝗜𝗻𝗦𝗶𝗹𝗶𝗰𝗼 initiative to increase early detection of cardiac safety liabilities. 𝗦𝗧𝗵𝗿𝗶𝗣𝘀 helps to identify drug compound #safety windows, guiding in vitro and in vivo testing to reduce #risks and #investments. 𝗤𝗧/𝗧𝗱𝗣 𝗥𝗶𝘀𝗸 𝗦𝗰𝗿𝗲𝗲𝗻 evaluates clinical risks using CredibleMeds classification, ensuring comprehensive safety assessments across various #drug concentrations. By incorporating advanced #modelingandsimulation, it provides a unified, #cloud-based platform designed for ease of use, ensuring rigorous evaluation without the need for extensive IT investments. ⏬ 🔰 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝗗𝗿𝘂𝗴 𝗦𝗮𝗳𝗲𝘁𝘆 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝗧𝗼𝗱𝗮𝘆 With its robust, #cybersecure infrastructure and pay-per-use model, the Drug Safety Suite is built to support the latest in #regulatory guidelines and scientific #research. This results in a drastic reduction in R&D #timelines and #costs, allowing for early disqualification of unsafe #molecules and more accurate decision-making. ✨ Don't miss the opportunity to #enhance your drug development process— request a demo and a free test today to see how the Drug Safety Suite can #revolutionize your cardiac safety assessments. #DrugSafety #CardiacSafety #InSilico #CiPA #R&DInnovation #Pharmaceuticals #ClinicalResearch #RegulatoryCompliance #DrugDevelopment #SimulationTechnology #CloudSolutions 

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    𝐈𝐂𝐇 𝐌𝟏𝟐 𝐆𝐮𝐢𝐝𝐞𝐥𝐢𝐧𝐞 𝐔𝐩𝐝𝐚𝐭𝐞: 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐃𝐃𝐈 𝐄𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐈𝐧 𝐒𝐢𝐥𝐢𝐜𝐨 💊📰 International Council for Harmonisation (ICH) has released the final version of the M12 guideline on drug-drug interaction (DDI) studies, marking a significant #milestone in streamlining the assessment of potential DDIs during #drugdevelopment. Building upon our previous overview (🔗https://lnkd.in/gdZNmw24), we delve into the guideline's emphasis on leveraging modeling and simulation techniques to enhance DDI evaluation. 𝗧𝗵𝗲 𝘂𝗽𝗱𝗮𝘁𝗲𝗱 𝗠𝟭𝟮 𝗴𝘂𝗶𝗱𝗲𝗹𝗶𝗻𝗲 𝘂𝗻𝗱𝗲𝗿𝘀𝗰𝗼𝗿𝗲𝘀 𝘁𝗵𝗲 𝗽𝗶𝘃𝗼𝘁𝗮𝗹 𝗿𝗼𝗹𝗲 𝗼𝗳 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵𝗲𝘀, 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴 𝘀𝘁𝗮𝘁𝗶𝗰 𝗺𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝘁𝗶𝗰 𝗺𝗼𝗱𝗲𝗹𝘀 𝗮𝗻𝗱 𝗽𝗵𝘆𝘀𝗶𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹𝗹𝘆-𝗯𝗮𝘀𝗲𝗱 𝗽𝗵𝗮𝗿𝗺𝗮𝗰𝗼𝗸𝗶𝗻𝗲𝘁𝗶𝗰 (𝗣𝗕𝗣𝗞) 𝗺𝗼𝗱𝗲𝗹𝘀, 𝗶𝗻 𝗰𝗵𝗮𝗿𝗮𝗰𝘁𝗲𝗿𝗶𝘇𝗶𝗻𝗴 𝗗𝗗𝗜 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹. These in silico models complement in vitro and clinical studies, offering a powerful means to:  🔹 Assess the need for dedicated clinical DDI studies  🔹 Support dosing recommendations in the absence of clinical data  🔹 Extrapolate findings to untested scenarios (e.g., different doses, special populations) PBPK models simulate the absorption, distribution, metabolism, and excretion processes, allowing for comprehensive DDI predictions. The guideline outlines potential applications of PBPK modeling, some are:  🔸 Selecting key #clinical DDI studies and informing study designs  🔸 Explaining #pharmacokinetic observations (e.g., due to genetic polymorphisms)  🔸 Predicting DDIs under different dosing regimens or untested scenarios More importantly, the guideline emphasizes the need for rigorous #verification, #validation, and sensitivity analyses to ensure the models are fit-for-purpose. 🧩 By embracing #modelingandsimulation approaches, drug developers can streamline DDI assessments, optimize #resource allocation, and make more informed decisions regarding #clinicalstudy requirements and dosing recommendations. ️ ✨ At InSilicoMinds, we harness PBPK modeling, mechanistic modeling, and machine learning capabilities to provide robust DDI predictions and support regulatory submissions. InSilicoTrials #ICH #M12Guideline #DrugDrugInteractions #PredictiveModeling #PBPK #StaticModels #ModelingSimulation #DrugDevelopment #RegulatorySubmissions #PharmaceuticalInnovation 

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    𝐈𝐂𝐇 𝐌𝟏𝟐: 𝐃𝐑𝐔𝐆 𝐈𝐍𝐓𝐄𝐑𝐀𝐂𝐓𝐈𝐎𝐍 𝐒𝐓𝐔𝐃𝐈𝐄𝐒 💊💻 Mixing multiple medications can be a recipe for disaster - drug interactions often lead to adverse effects or reduced efficacy. 🌏 In today's polypharmacy era, where complex patients juggle numerous prescriptions, evaluating an investigational drug's potential for dangerous drug-drug interactions (DDIs) is crucial. The International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) 𝗠𝟭𝟮 𝗴𝘂𝗶𝗱𝗲𝗹𝗶𝗻𝗲 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝘀 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗽𝗿𝗼𝗺𝗼𝘁𝗲 𝗮 𝗰𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝘁 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗶𝗻 𝗱𝗲𝘀𝗶𝗴𝗻𝗶𝗻𝗴, 𝗰𝗼𝗻𝗱𝘂𝗰𝘁𝗶𝗻𝗴, 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗿𝗽𝗿𝗲𝘁𝗶𝗻𝗴 𝗲𝗻𝘇𝘆𝗺𝗲- 𝗼𝗿 𝘁𝗿𝗮𝗻𝘀𝗽𝗼𝗿𝘁𝗲𝗿-𝗺𝗲𝗱𝗶𝗮𝘁𝗲𝗱 𝗶𝗻 𝘃𝗶𝘁𝗿𝗼 𝗮𝗻𝗱 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝗱𝗿𝘂𝗴-𝗱𝗿𝘂𝗴 𝗶𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝗼𝗻 (𝗗𝗗𝗜) 𝘀𝘁𝘂𝗱𝗶𝗲𝘀 𝗱𝘂𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗼𝗳 𝗮 𝘁𝗵𝗲𝗿𝗮𝗽𝗲𝘂𝘁𝗶𝗰 𝗽𝗿𝗼𝗱𝘂𝗰𝘁. A consistent approach will reduce uncertainty for #pharmaceutical industry to meet the requirement of multiple regulatory agencies and lead to more efficient utilization of #resources. 📌 In short, this guideline provides a roadmap for navigating the DDI minefield, offering recommendations tailored to each drug's unique profile and therapeutic context. This harmonized ICH guidance facilitates a consistent approach by industry across different regions, reducing the burden from divergent regional requirements. It should enable more efficient utilization of resources in evaluating and mitigating potential drug-drug interactions. 📈 ✨ At InSilicoMinds, we revolutionize drug interaction studies through advanced in silico modeling and simulation. Our cutting-edge techniques efficiently predict and analyze potential drug interactions, optimizing outcomes and accelerating the drug development process. Partner with our quantitative modeling expertise to drive innovation in pharmaceutical research. 🔗 Want to dive deeper into the world of ICH guidelines? Check out our comprehensive blog post on https://lnkd.in/gjdrvUYa for more details.    InSilicoTrials #DrugDevelopment #ICH #Pharma #Innovation #Regulatory #GlobalHarmonization #DDI #Pharmacokinetics #ClinicalTrials #PredictiveModeling #PBPK #RiskAssessment #RegulatoryGuidance #Biotech #Biotechnology #Pharmacology #Pharmaceuticals

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    𝐄𝐧𝐡𝐚𝐧𝐜𝐢𝐧𝐠 𝐏𝐞𝐝𝐢𝐚𝐭𝐫𝐢𝐜 𝐃𝐫𝐮𝐠 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: 𝐈𝐂𝐇 𝐄𝟏𝟏 𝐆𝐮𝐢𝐝𝐞𝐥𝐢𝐧𝐞 𝐚𝐧𝐝 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 & 𝐒𝐢𝐦𝐮𝐥𝐚𝐭𝐢𝐨𝐧 👶💊 While pediatric extrapolation has been used, past guidelines provided limited harmonized approaches across regions. This led to potential delays in #pediatric access and unnecessary #clinicaltrials exposing children unnecessarily. 𝗧𝗵𝗲 𝗡𝗲𝗲𝗱? Reducing likelihood of differences between regions through harmonized #guidelines on extrapolation can: ⏬ Reduce pediatric exposure in unnecessary trials  🌍 Facilitate timely global access to pediatric medicines The International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) has developed a harmonized guideline, ICH E11, 𝘁𝗼 𝗳𝗮𝗰𝗶𝗹𝗶𝘁𝗮𝘁𝗲 𝘁𝗵𝗲 𝘁𝗶𝗺𝗲𝗹𝘆 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗼𝗳 𝘀𝗮𝗳𝗲 𝗮𝗻𝗱 𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲 𝗺𝗲𝗱𝗶𝗰𝗶𝗻𝗲𝘀 𝗳𝗼𝗿 𝗰𝗵𝗶𝗹𝗱𝗿𝗲𝗻. This guideline outlines an approach to the ethical study of medicinal products in the pediatric population. 𝗤𝘂𝗮𝗻𝘁𝗶𝘁𝗮𝘁𝗶𝘃𝗲 𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴 𝗮𝗻𝗱 𝘀𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻 (𝗠&𝗦) 𝗺𝗲𝘁𝗵𝗼𝗱𝘀 𝗶𝗹𝗹𝘂𝗺𝗶𝗻𝗮𝘁𝗲 𝗮𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝗳𝘂𝗹 𝗽𝗮𝘁𝗵 𝗳𝗼𝗿𝘄𝗮𝗿𝗱 𝗶𝗻 𝗽𝗲𝗱𝗶𝗮𝘁𝗿𝗶𝗰 𝗱𝗿𝘂𝗴 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗯𝘆 𝘀𝘆𝗻𝗲𝗿𝗴𝗶𝘀𝘁𝗶𝗰𝗮𝗹𝗹𝘆 𝗵𝗮𝗿𝗻𝗲𝘀𝘀𝗶𝗻𝗴 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗱𝗮𝘁𝗮 𝗿𝗲𝘀𝗲𝗿𝘃𝗼𝗶𝗿𝘀 𝘁𝗼 𝗯𝗿𝗶𝗱𝗴𝗲 𝗸𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 𝗴𝗮𝗽𝘀, 𝗴𝘂𝗶𝗱𝗲 𝗼𝗽𝘁𝗶𝗺𝗮𝗹 𝘀𝘁𝘂𝗱𝘆 𝗱𝗲𝘀𝗶𝗴𝗻𝘀, 𝗮𝗻𝗱 𝗽𝗿𝗼𝗴𝗻𝗼𝘀𝘁𝗶𝗰𝗮𝘁𝗲 𝗽𝗵𝗮𝗿𝗺𝗮𝗰𝗼𝗸𝗶𝗻𝗲𝘁𝗶𝗰, 𝗽𝗵𝗮𝗿𝗺𝗮𝗰𝗼𝗱𝘆𝗻𝗮𝗺𝗶𝗰, 𝗮𝗻𝗱 𝘀𝗮𝗳𝗲𝘁𝘆 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀 - 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹𝗹𝘆 𝗺𝗶𝗻𝗶𝗺𝗶𝘇𝗶𝗻𝗴 𝘁𝗵𝗲 𝗻𝘂𝗺𝗯𝗲𝗿 𝗼𝗳 𝗽𝗲𝗱𝗶𝗮𝘁𝗿𝗶𝗰 𝗽𝗮𝘁𝗶𝗲𝗻𝘁𝘀 𝗿𝗲𝗾𝘂𝗶𝗿𝗲𝗱 𝗳𝗼𝗿 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝘁𝗿𝗶𝗮𝗹𝘀. By embracing M&S, drug developers can enhance the #efficiency, #safety, and #ethical conduct of pediatric clinical trials, ultimately #accelerating access to essential #medicines for children worldwide. 🌍 ✨ Want to dive deeper into the world of ICH guidelines? Check out our comprehensive blog post on 🔗 https://lnkd.in/gjdrvUYa for a detailed exploration of this game-changing initiative.    InSilicoTrials #PediatricDrugDevelopment #ICH #ModelingAndSimulation #ClinicalTrials #Extrapolation #Pediatrics 

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    Exciting progress in the field of generic drugs! The FDA's Center for Drug Evaluation and Research (CDER) is taking significant steps forward with their innovative research programs under the Generic Drug User Fee Amendments (GDUFA). ✨️ These efforts in Modeling and Simulation are crucial for ensuring the safety, effectiveness, and quality of generic medications. 👏 Kudos to the FDA for their commitment to advancing scientific understanding and improving public health. CDER Small Business and Industry Assistance (SBIA) FDA #Pharma #FDA #GenericDrugs #Innovation #Research #Healthcare

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    Today, FDA published the FY 2023 Generic Drug User Fee Amendments (GDUFA) Science and Research Report summarizing the scientific progress and research outcomes that support the development and assessment of generic drugs: https://lnkd.in/efVXP2aa GDUFA research provided the scientific foundation for the approval of complex generic drugs, such as medicines used to treat patients with alcohol use disorder and opioid dependence. GDUFA research helps FDA establish new approaches for manufacturers to develop generic drugs that were previously too challenging to develop, which helps make more generic medicines available. Read the report for more information. 

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