Powerful Antibiotic Discovered Using Machine Learning For First Time

Slashdot: Science | February 21, 2020

Powerful Antibiotic Discovered Using Machine Learning For First Time
A powerful antibiotic that kills some of the most dangerous drug-resistant bacteria in the world has been discovered using artificial intelligence. The Guardian reports To find new antibiotics, the researchers first trained a "deep learning" algorithm to identify the sorts of molecules that kill bacteria. To do this, they fed the program information on the atomic and molecular features of nearly 2,500 drugs and natural compounds, and how well or not the substance blocked the growth of the bug E coli. Once the algorithm had learned what molecular features made for good antibiotics, the scientists set it working on a library of more than 6,000 compounds under investigation for treating various human diseases. Rather than looking for any potential antimicrobials, the algorithm focused on compounds that looked effective but unlike existing antibiotics. This boosted the chances that the drugs would work in radical new ways that bugs had yet to develop resistance to.

Spotlight

In this report, we provide an outlook on the use of medicines and spending levels through 2020. We take a global view of the markets for all types of pharmaceuticals, including small and large molecules, brands and generics, those dispensed in retail pharmaceutics as well as those used in hospital or clinic settings.


Other News
BUSINESS INSIGHTS

Omnicell Completes Acquisition of ReCept

Omnicell, Inc. | December 30, 2021

Omnicell, Inc. a leading provider of medication management solutions and adherence tools for health systems and pharmacies, has completed the previously announced acquisition of ReCept Holdings, Inc. The addition of ReCept’s specialty pharmacy management services for health systems, provider groups, and federally qualified health centers expands Omnicell’s Advanced Services portfolio to address the growing and complex specialty pharmacy market. ReCept provides implementation and managed services for health systems and other provider organizations to optimize their specialty pharmacy programs and the related pharmaceutical aspects of patient care. This total solution supports on-site management, including payor contracting, staffing, licensing, quality assurance, 340B administration, and preferred pricing agreements designed to improve margin and profitability, while keeping the patient at the center of care. “ReCept’s specialty pharmacy management services capabilities naturally complement Omnicell’s intelligent infrastructure, giving us deeper expertise to address the growing market need for managing complex specialty medications as part of a broader, more comprehensive medication management strategy,” Randall Lipps, chairman, president, CEO, and founder of Omnicell Under the terms of the purchase agreement, the acquisition price was $100 million, subject to customary adjustments, as provided for in the agreement and plan of merger. The ReCept business that is being acquired recorded annual recurring revenue of $24 million (unaudited) for the 12 months ended September 30, 2021, and is expected to accelerate Omnicell’s Advanced Services revenue growth. Omnicell used cash on its balance sheet to fund the transaction, which is expected to be accretive to Omnicell’s non-GAAP EBITDA beginning in the first quarter of 2023. About Omnicell Since 1992, Omnicell has been committed to transforming the pharmacy care delivery model to dramatically improve outcomes and lower costs. Through the vision of the autonomous pharmacy, a combination of automation, intelligence, and technology-enabled services, powered by a cloud data platform, Omnicell supports more efficient ways to manage medications across all care settings. Over 7,000 facilities worldwide use Omnicell automation and analytics solutions to help increase operational efficiency, reduce medication errors, deliver actionable intelligence, and improve patient safety. More than 60,000 institutional and retail pharmacies across North America and the United Kingdom leverage Omnicell's innovative medication adherence and population health solutions to improve patient engagement and adherence to prescriptions, helping to reduce costly hospital readmissions.

Read More

BUSINESS INSIGHTS

SiO2 Materials Science and Doosan Corporation Enter Into Strategic Partnership to Accelerate Market Development in Asia

SiO2 Materials Science | December 27, 2021

Doosan Corporation, founded in 1896, one of South Korea's largest diversified conglomerates, and SiO2 Materials Science, a privately-owned U.S. advanced materials science corporation introducing breakthrough disruptive technology for packaging biological pharmaceuticals and vaccines, announced an exclusive partnership to sell, market, and distribute SIO2's vial, syringes and blood collection tubes in Asia/Oceania. The partnership will focus initially on the pharmaceutical and diagnostics markets but will extend to other markets through the joint development of new technologies. As part of the strategic partnership, Doosan will invest $100 million into SiO2 and will additionally invest in substantial infrastructure and human resources for the acceleration of the business in Asia/Oceania. The partners have defined key volume milestones over a 15 year period. "The Asia and Oceania region represents a significant market opportunity for vials and syringes specifically designed for biologic drugs and vaccines. South Korea has become a world leader in biological drug manufacturing, so it makes sense to establish a strong presence with a respected partners in the market," says Lawrence Ganti, President of SiO2 Materials Sciences The SiO2 Materials Sciences technology platform combines the benefits of glass and plastic while eliminating the drawbacks of both. The technology has been commercially validated through the packaging of hundreds of millions of COVID-19 vaccine doses around the world and is working with more than 100 active projects with leading pharmaceutical and diagnostic companies to bring their products to market in a safer container. The company was a key collaborator and part of the US Government's COVID-19 Response (formerly known as Operation Warp Speed) and has expanded its manufacturing footprint in Auburn, Alabama, more than 12-fold in the last 18 months. "South Korea is a strategic hub for biologic drug manufacturing. Doosan believes that the SiO2 technology would greatly support the packaging of these new drugs and vaccines and are proud to exclusively represent the technology in Asia," says Han Lee, Vice President of Doosan. "There is so much potential in the SiO2 technology, and we will also jointly develop new technologies and products by bringing our existing technologies and engineering minds together," says Chief Business Officer of Doosan Corporation. About SiO2 Materials Science SiO2 Materials Science is an advanced materials science corporation introducing breakthrough disruptive technology serving the biopharma, molecular diagnostic, and consumer healthcare industries. The company is located in Auburn, Alabama. The company has deep partnerships with leading professors at the foremost research universities such as University of California - Santa Barbara, University of Chicago, and MIT / Harvard. About Doosan Doosan Corporation is Korea's oldest conglomerate, founded in 1896. The company operates across multiple divisions such as: Electro-Materials, Industrial Vehicles, Fuel Cell Power, Retail, and Digital Innovation. The company is always developing innovative new business in support of materials science.

Read More

BUSINESS INSIGHTS

Treatment to Expand Global Library of Medicine with Dermatologic Diseases

Treatment.com International Inc. | January 05, 2022

Treatment.com International Inc. a healthcare AI technology company, has entered into a research project agreement with the University of Minnesota to add more than 220 dermatologic diseases to their proprietary, responsive AI engine known as the Global Library of Medicine (GLM). The addition of these diagnoses will bring another level of accuracy and specificity to the GLM, enhancing soon-to-be-released products such as the Treatment Mobile app, which is set for release this month. Kevin A. Peterson, MD, MPH, FRCS(Ed), FAAFP and Chief Medical Officer of Treatment, says, “Engaging in research with the University of Minnesota Dermatology department brings extensive academic medical expertise that enhances our ability to provide richly detailed descriptions of dermatologic concerns. The rich experience of the University of Minnesota Medical School will help the GLM provide more accurate descriptions of complex presentations of skin diseases. Combining our advanced AI infrastructure with the rich clinical and research expertise of the Medical School will substantially enhance our AI platform’s ability to provide better access to high quality information and directly supports the mission of the GLM to enhance health outcomes for individuals around the world.” “We are proud that the University of Minnesota is participating with us on this latest research project, which is in addition to other mutually beneficial agreements we’ve entered into with the University. The Global Library of Medicine is one way we are realizing Treatment’s plan to provide the most accurate and reliable data about health concerns, made available to clinicians, organizations, and patients alike.” John Fraser, Treatment’s CEO The Global Library of Medicine is the foundation of Treatment’s Clinical solutions, which offer unique ways to bring healthcare into the digital age by providing better access to up-to-the-minute healthcare information and promoting better health outcomes around the world. Treatment Mobile and the intelligent digital assistant will be released in select North American clinics in 2022. About Treatment.com Treatment.com is a disruptive healthcare technology company that is harnessing the power of AI to help global citizens improve their health through personalized recommendations and insights. Based in Vancouver with a US subsidiary, the company spent the last five years working with a team of world-class doctors, engineers, mathematicians, and AI specialists to develop a complex AI engine that leverages the most robust, personalized data to generate highly predictive and accurate insights. Treatment.com is the parent company of Treatment Mobile, and an intelligent digital health assistant which will empower people to take control of their health through an innovative mobile app, powered by Treatment’s exclusive AI engine.

Read More

RESEARCH

DisperSol Technologies Announces Collaboration with Ajax Therapeutics to Develop Enhanced KinetiSol Drug Formulations

DisperSol Technologies | December 18, 2021

DisperSol Technologies LLC announced that it is has entered into a research collaboration with Ajax Therapeutics, Inc. to apply its KinetiSol technology to enhance the bioavailability of an Ajax drug candidate in development for the treatment of hematologic malignancies. “Ajax is taking an innovative approach to developing a pipeline of selectively targeted small molecules and we look forward to applying our proprietary KinetiSol technology to help enhance the bioavailability of one of these promising drug candidates. This collaboration is another example of our partnering strategy with our KinetiSol technology platform to help improve the bioavailability of next generation targeted therapies to provide new treatments for patients in need.” Dr. Edward Rudnic, CEO of DisperSol Technologies About DisperSol Technologies DisperSol is a clinical-stage drug development company focused on developing new treatments for patients utilizing its proprietary KinetiSol® technology platform. KinetiSol has proven capable of creating novel therapeutics from poorly bioavailable drugs to deliver unique clinical benefits to patients. The platform enables a drug development path forward to patients when other options fail to make a difference. DisperSol’s active programs include, DST-0509 about to enter Phase 3 for iron overload disorder and DST-2970 in Phase 2 for refractory metastatic prostate cancer. Additional earlier-stage programs include DST-5407 for non-squamous non-small cell lung cancer. About Ajax Therapeutics Ajax Therapeutics, Inc. is pursuing uniquely selective approaches to develop novel therapies targeting key cytokine signaling pathways that drive hematologic malignancies. By combining the deep cancer and structural biology insights of our founding scientists with the industry’s most advanced computational drug discovery and protein structure platforms from our founding partner, Schrödinger, Inc., we aim to discover and develop more precisely designed therapies to address significant unmet needs for patients with hematologic malignancies.

Read More

Spotlight

In this report, we provide an outlook on the use of medicines and spending levels through 2020. We take a global view of the markets for all types of pharmaceuticals, including small and large molecules, brands and generics, those dispensed in retail pharmaceutics as well as those used in hospital or clinic settings.

Resources