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How Pharma Is Utilizing AI and Analytic Capabilities to Produce Positive Results

Abhinav Anand | July 7, 2022 | 1100 views | Read Time : 1 min

How Pharma
Applications for AI are as diverse as the industries that employ them, and pharma has identified the particular varieties of AI that are most effective in attaining quicker, more fruitful results across a variety of business activities. In a world where every second counts, pharma and biotech businesses are under pressure to shorten the time to insight and deliver success. As a result, leading organizations quickly realize the potential of artificial intelligence (AI) as a crucial tool for advancing their operations.

Leading pharma and biotech firms have realized the potential of AI and are utilizing it to boost productivity and innovation across the board, from production to drug discovery. Their procedures have significantly benefited from the application of machine learning (ML) and natural language processing (NLP), and the results are only becoming better because AI gets stronger and "smarter" the more data it processes.

Advantages Pharma Industry Can Leverage

  • Increased effectiveness across the spectrum in the pharmaceutical industry
  • Drug discovery accelerates
  • Superior disease surveillance, detection, and prevention
  • Clinical trials with lower risk
  • Greater insight into the client

NLP is used to turn clinical trial data that is text-intensive and highly categorized into the data utilized in machine learning (ML) models, allowing the computer system to apply patterns to the data and generate insights. Clinical trial data is structured and enriched, making it possible to analyze and visualize the data for use in successful plans and strategies for clinical trial design, manufacturing, marketing, and other areas. Faster time to insight and improved business outcomes are the end results.

A particularly true principle of machine learning applications is that the outcomes from using AI applications are only as reliable as the data itself. The Pharma Intelligence offering, which combines high-quality, extensive data from the pharmaceutical and biotechnology industries with advanced analytics and AI applications, has assisted customers with high-value products in resolving some of their most difficult key problems, including target prioritization, modalities innovation, competitive benchmarking, clinical trial design and deployment, and more.

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New Haven Pharmaceuticals, Inc.

New Haven Pharmaceuticals unites industry-leading experience with data-driven insight. By applying contemporary metadata analysis to large volumes of medical information, New Haven Pharmaceuticals is able to create new solutions and significant health benefits while leveraging knowledge gleaned from decades of clinical knowledge about highly regarded drugs.

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Globenewswire | May 12, 2023

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Endo Announces Agreement with Slayback Pharma to Distribute Prevduo™ the First and Only FDA-Approved Neostigmine-Glycopyrrolate Combination

prnewswire | April 28, 2023

Endo International plc announced that its subsidiaries Endo Ventures Limited and Par Pharmaceutical, Inc. have executed an agreement with Slayback Pharma LLC to distribute Slayback's Prevduo™ (neostigmine methylsulfate and glycopyrrolate injection) pre-filled syringe on an exclusive basis in the U.S. The U.S. Food and Drug Administration (FDA) approved Prevduo™ in February 2023 for the reversal of the effects of nondepolarizing neuromuscular blocking agents (NMBA) after surgery, while decreasing the peripheral muscarinic effects (e.g., bradycardia and excessive secretions) associated with cholinesterase inhibition following NMBA reversal administration. Endo will commercialize Prevduo™ through its Par Sterile Products business and expects to launch the product in June 2023. When launched, Prevduo™ will be the first and only FDA-approved neostigmine–glycopyrrolate combination product in the U.S. Both neostigmine methylsulfate and glycopyrrolate have been approved in the U.S. as single, active ingredient drug products. Neostigmine is always administered in conjunction with glycopyrrolate, and currently, its administration requires two syringes. "Prevduo™ further strengthens our commitment to supporting healthcare providers and their patients through ready-to-use products that streamline operations," said Scott Sims, Senior Vice President and General Manager, Injectable Solutions & Generics at Endo. "We're proud to partner with Slayback to bring this critical care product to market and help hospitals deliver quality patient care." "Following the development and FDA approval of Prevduo™, we're pleased to partner with Endo and tap into Endo's proven capabilities in commercializing injectable solutions, including ready-to-use products," said Ajay Singh, Founder and CEO of Slayback Pharma. Ready-to-use, or RTU, products streamline operations for hospitals by eliminating the need to prepare or transfer the product before patient administration. This may reduce waste and costs, optimize convenience and workflow and reduce the chance for preparation error—all of which support quality patient care. About Endo Endo is a specialty pharmaceutical company committed to helping everyone we serve live their best life through the delivery of quality, life-enhancing therapies. Our decades of proven success come from passionate team members around the globe collaborating to bring treatments forward. Together, we boldly transform insights into treatments benefiting those who need them, when they need them.

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Exscientia Highlights "The Future of AI-enabled Drug Discovery" at SLAS Europe

Businesswire | May 23, 2023

Exscientia plc announced two abstracts for oral and poster presentation, as well as the closing keynote to be delivered at the Society for Laboratory Automation and Screening (SLAS) Europe Conference and Exhibition being held May 22-26, 2023, in Brussels, Belgium. These presentations highlight Exscientia’s recent advancements in technology, including the development of computer-aided biology (CAB) approaches, encompassing design of experiments (DoE) and automation for biochemical assay optimisation. The SLAS Conference is Europe’s premiere venue for industry, government and academic researchers, developers and providers of laboratory automation technology innovation. “At Exscientia, our mission is to encode and automate drug discovery. We believe that within this decade the design of all new drug candidates will be augmented with AI. I am delighted to showcase at SLAS Europe how our recent technology advances enable and drive our projects,” said Dr Garry Pairaudeau, Chief Technology Officer at Exscientia. Integrating laboratory automation of synthesis and screening with its AI-driven computational design platform is the logical next step for the company. “This will facilitate the next transformation in speed and productivity, as we aim to bring better medicines to patients faster. We’re looking forward to opening our purpose-built automation studio in Oxfordshire, U.K., later in 2023.” The company’s presentation at SLAS will demonstrate how far along Exscientia is in automating the drug discovery processes. “We believe automation has the potential to radically improve the timely creation of high-quality drug candidates, so that future patients may benefit from innovative science faster,” Pairaudeau stated. Closing Keynote Presentation Title: The future of AI-enabled drug discovery Room/Location: Plenary Theater Date/Time: Thursday, May 25 / 16:30 – 17:30 PM CET This presentation will highlight Exscientia’s distinct approach to molecular design, using an end-to-end patient centric, AI-enabled platform, which has led the way in the precision design of AI-generated molecules resulting in the first AI-designed compounds to enter clinical trials. To reach Exscientia's goal of fully encoding and automating drug discovery, the company is assembling an automated physical laboratory alongside its suite of sophisticated computational design tools, methods and scalable engineering platform. This presentation will highlight Exscientia's current progress in the automation field and the critical steps needed in the implementation of automated, digital laboratories. Abstracts Accepted for Presentation Oral Presentation Title: Computer-aided biology: DoE solutions Track: Frontiers in Technology Room/Location: 231 Date/Time: Thursday, May 25 / 15:30 – 16:00 PM CET Exscientia is building an automated ecosystem of chemistry, biology and compound management, including developing a pipeline of fully automated biochemical assays from assay development onwards. This presentation highlights how CAB has been leveraged to achieve this pipeline, combining DoE (a statistical methodology) with automation to rapidly determine optimum conditions to run assays efficiently through analysis of multi-factorial experimental results. Utilising CAB also allows Exscientia to increase capacity and efficiency across FTEs, time and reagents required to run assays, increase assay robustness and investigate areas of biology not normally studied. Poster Title: Improving assay optimisation and pharmacological sensitivity of a nuclease by employing a computer-aided biology approach Session/Track: Session A; Frontiers in Technology Abstract Number: 1034-A Date/Time: Wednesday, May 24 / 13:30 – 14:30 PM Exscientia researchers demonstrated the practical use of CAB to simultaneously improve an assay’s performance and reduce the reagent requirement, cost and labour for assay development. This presentation highlights the application of CAB to optimise the buffer of a nuclease assay, resulting in a 15-fold enhanced assay signal in low salt buffer conditions, alongside over a three-fold decrease in protein requirement​ and reduced assay development cycle times. The low salt requirement is a previously unforeseen result from CAB use which would have not been predicted from the literature. This highlights the potential for technology to improve assay performance in ways a human alone would not have been able to predict. About Exscientia Exscientia is an AI-driven precision medicine company committed to discovering, designing and developing the best possible drugs in the fastest and most effective manner. Exscientia developed the first-ever functional precision oncology platform to successfully guide treatment selection and improve patient outcomes in a prospective interventional clinical study, as well as to progress AI-designed small molecules into the clinical setting. Our internal pipeline is focused on leveraging our precision medicine platform in oncology, while our partnered pipeline broadens our approach to other therapeutic areas. By pioneering a new approach to medicine creation, we believe the best ideas of science can rapidly become the best medicines for patients.

Read More

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SERB Pharmaceuticals and SFJ Pharmaceuticals announce a U.S. partnership for bentracimab, a ticagrelor reversal agent

Globenewswire | May 12, 2023

SERB Pharmaceuticals, a global specialty pharmaceutical company, and SFJ Pharmaceuticals, a global drug development company, announce that SERB has acquired exclusive US rights to the ticagrelor reversal agent bentracimab from SFJ. Bentracimab is a novel, monoclonal antibody fragment designed to reverse the antiplatelet activity of ticagrelor. Ticagrelor, marketed by AstraZeneca as Brilinta®, is a reversible oral P2Y12 platelet inhibitor for patients who have suffered a heart attack or stroke, or who have acute coronary syndromes or coronary artery disease (CAD). Bentracimab, if approved by the FDA, could allow these patients to benefit from the antithrombotic effect of ticagrelor, preventing vascular events and reducing risk of death, while giving physicians a way to control bleeding in rare emergency situations such as surgery or a major bleeding event. SFJ will remain responsible for the ongoing clinical trials of bentracimab and will work in collaboration with SERB to submit the Biologics License Application (BLA) to the US Food and Drug Administration (FDA), which they expect to file later this year. Jeremie Urbain, Executive Chairman of SERB Pharmaceuticals, said: “The acquisition of bentracimab marks a significant step in our strategy to grow through investment in innovative, biologic products for critical care conditions and leverages our existing commercial and technical capabilities. We're excited to partner with SFJ, recognized leaders in late-stage drug development, to bring this life-saving medicine to healthcare professionals and the patients they treat.” Robert DeBenedetto, Chief Executive Officer of SFJ, said: “We are pleased to partner with Jeremie and the entire SERB team on this important step to help advance bentracimab to patients. Bentracimab has recognized potential benefits and we have confidence that SFJ in collaboration with SERB will be able to expeditiously and efficiently see bentracimab through the approvals process by the US FDA.” Bentracimab binds ticagrelor and its major active metabolite with high affinity and specificity. A prespecified interim analysis of the ongoing Phase 3 trial REVERSE-IT published in the New England Journal of Medicine Evidence demonstrated that bentracimab immediately and sustainably reversed the antiplatelet effects of ticagrelor, and was generally well tolerated, with only minor adverse events reported. In 2019 bentracimab received Breakthrough Therapy Designation from the FDA, a process designed to expedite the development and review of drugs which may demonstrate substantial improvement over available therapy. The companies did not disclose specific financial terms. Leopoldo Zambeletti acted as advisor for SFJ, and Evercore acted as advisor for SERB. About SERB Pharmaceuticals SERB is a global specialty pharmaceutical company with a growing portfolio of medicines for emergency care and rare diseases. For over 30 years we have made treating these complex and life-threatening conditions possible, supporting clinicians, healthcare systems and governments while offering hope to patients and their families. SERB has the broadest antidote portfolio in the world, including medical countermeasures for chemical, biological, radiological and nuclear (CBRN) risks. As a fully integrated company, we have the experience and capabilities to acquire, develop, and manufacture our medicines to the highest standards, and make them available worldwide through our secure supply chain. SERB operates in the US as BTG Pharmaceuticals.Learn more at https://SERB.com. About SFJ Pharmaceuticals® SFJ is a global drug development company, which provides a unique and highly customized clinical development partnering model for the world's top pharmaceutical and biotechnology companies. SFJ provides at-risk funding and the global clinical development management and oversight necessary for regulatory submission for some of the most promising drug development programs of Pharmaceutical and Biotechnology companies. SFJ's mission is to leverage its financial strength and global team of pharmaceutical development experts to accelerate the development of life-saving and life-enhancing drugs for the benefit of physicians and the patients they serve. www.sfj-pharma.com

Read More

BUSINESS INSIGHTS, PHARMA TECH

Endo Announces Agreement with Slayback Pharma to Distribute Prevduo™ the First and Only FDA-Approved Neostigmine-Glycopyrrolate Combination

prnewswire | April 28, 2023

Endo International plc announced that its subsidiaries Endo Ventures Limited and Par Pharmaceutical, Inc. have executed an agreement with Slayback Pharma LLC to distribute Slayback's Prevduo™ (neostigmine methylsulfate and glycopyrrolate injection) pre-filled syringe on an exclusive basis in the U.S. The U.S. Food and Drug Administration (FDA) approved Prevduo™ in February 2023 for the reversal of the effects of nondepolarizing neuromuscular blocking agents (NMBA) after surgery, while decreasing the peripheral muscarinic effects (e.g., bradycardia and excessive secretions) associated with cholinesterase inhibition following NMBA reversal administration. Endo will commercialize Prevduo™ through its Par Sterile Products business and expects to launch the product in June 2023. When launched, Prevduo™ will be the first and only FDA-approved neostigmine–glycopyrrolate combination product in the U.S. Both neostigmine methylsulfate and glycopyrrolate have been approved in the U.S. as single, active ingredient drug products. Neostigmine is always administered in conjunction with glycopyrrolate, and currently, its administration requires two syringes. "Prevduo™ further strengthens our commitment to supporting healthcare providers and their patients through ready-to-use products that streamline operations," said Scott Sims, Senior Vice President and General Manager, Injectable Solutions & Generics at Endo. "We're proud to partner with Slayback to bring this critical care product to market and help hospitals deliver quality patient care." "Following the development and FDA approval of Prevduo™, we're pleased to partner with Endo and tap into Endo's proven capabilities in commercializing injectable solutions, including ready-to-use products," said Ajay Singh, Founder and CEO of Slayback Pharma. Ready-to-use, or RTU, products streamline operations for hospitals by eliminating the need to prepare or transfer the product before patient administration. This may reduce waste and costs, optimize convenience and workflow and reduce the chance for preparation error—all of which support quality patient care. About Endo Endo is a specialty pharmaceutical company committed to helping everyone we serve live their best life through the delivery of quality, life-enhancing therapies. Our decades of proven success come from passionate team members around the globe collaborating to bring treatments forward. Together, we boldly transform insights into treatments benefiting those who need them, when they need them.

Read More

PHARMACY MARKET

Exscientia Highlights "The Future of AI-enabled Drug Discovery" at SLAS Europe

Businesswire | May 23, 2023

Exscientia plc announced two abstracts for oral and poster presentation, as well as the closing keynote to be delivered at the Society for Laboratory Automation and Screening (SLAS) Europe Conference and Exhibition being held May 22-26, 2023, in Brussels, Belgium. These presentations highlight Exscientia’s recent advancements in technology, including the development of computer-aided biology (CAB) approaches, encompassing design of experiments (DoE) and automation for biochemical assay optimisation. The SLAS Conference is Europe’s premiere venue for industry, government and academic researchers, developers and providers of laboratory automation technology innovation. “At Exscientia, our mission is to encode and automate drug discovery. We believe that within this decade the design of all new drug candidates will be augmented with AI. I am delighted to showcase at SLAS Europe how our recent technology advances enable and drive our projects,” said Dr Garry Pairaudeau, Chief Technology Officer at Exscientia. Integrating laboratory automation of synthesis and screening with its AI-driven computational design platform is the logical next step for the company. “This will facilitate the next transformation in speed and productivity, as we aim to bring better medicines to patients faster. We’re looking forward to opening our purpose-built automation studio in Oxfordshire, U.K., later in 2023.” The company’s presentation at SLAS will demonstrate how far along Exscientia is in automating the drug discovery processes. “We believe automation has the potential to radically improve the timely creation of high-quality drug candidates, so that future patients may benefit from innovative science faster,” Pairaudeau stated. Closing Keynote Presentation Title: The future of AI-enabled drug discovery Room/Location: Plenary Theater Date/Time: Thursday, May 25 / 16:30 – 17:30 PM CET This presentation will highlight Exscientia’s distinct approach to molecular design, using an end-to-end patient centric, AI-enabled platform, which has led the way in the precision design of AI-generated molecules resulting in the first AI-designed compounds to enter clinical trials. To reach Exscientia's goal of fully encoding and automating drug discovery, the company is assembling an automated physical laboratory alongside its suite of sophisticated computational design tools, methods and scalable engineering platform. This presentation will highlight Exscientia's current progress in the automation field and the critical steps needed in the implementation of automated, digital laboratories. Abstracts Accepted for Presentation Oral Presentation Title: Computer-aided biology: DoE solutions Track: Frontiers in Technology Room/Location: 231 Date/Time: Thursday, May 25 / 15:30 – 16:00 PM CET Exscientia is building an automated ecosystem of chemistry, biology and compound management, including developing a pipeline of fully automated biochemical assays from assay development onwards. This presentation highlights how CAB has been leveraged to achieve this pipeline, combining DoE (a statistical methodology) with automation to rapidly determine optimum conditions to run assays efficiently through analysis of multi-factorial experimental results. Utilising CAB also allows Exscientia to increase capacity and efficiency across FTEs, time and reagents required to run assays, increase assay robustness and investigate areas of biology not normally studied. Poster Title: Improving assay optimisation and pharmacological sensitivity of a nuclease by employing a computer-aided biology approach Session/Track: Session A; Frontiers in Technology Abstract Number: 1034-A Date/Time: Wednesday, May 24 / 13:30 – 14:30 PM Exscientia researchers demonstrated the practical use of CAB to simultaneously improve an assay’s performance and reduce the reagent requirement, cost and labour for assay development. This presentation highlights the application of CAB to optimise the buffer of a nuclease assay, resulting in a 15-fold enhanced assay signal in low salt buffer conditions, alongside over a three-fold decrease in protein requirement​ and reduced assay development cycle times. The low salt requirement is a previously unforeseen result from CAB use which would have not been predicted from the literature. This highlights the potential for technology to improve assay performance in ways a human alone would not have been able to predict. About Exscientia Exscientia is an AI-driven precision medicine company committed to discovering, designing and developing the best possible drugs in the fastest and most effective manner. Exscientia developed the first-ever functional precision oncology platform to successfully guide treatment selection and improve patient outcomes in a prospective interventional clinical study, as well as to progress AI-designed small molecules into the clinical setting. Our internal pipeline is focused on leveraging our precision medicine platform in oncology, while our partnered pipeline broadens our approach to other therapeutic areas. By pioneering a new approach to medicine creation, we believe the best ideas of science can rapidly become the best medicines for patients.

Read More

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