AI System recreated Nobel Prize-winning chemical reactions in lab – The Week

An artificial intelligence (AI) system has independently mastered and successfully recreated Nobel Prize-winning chemical reactions in the laboratory. The remarkable achievement, detailed in a study published in the prestigious journal Nature, marks a significant milestone in the field of AI-driven scientific discovery.

Dubbed "Coscientist" by its creators, a team of researchers from Carnegie Mellon University, this cutting-edge AI system has demonstrated its ability to execute complex organic chemistry reactions, particularly the palladium-catalysed cross couplings that garnered the Nobel Prize for Chemistry in 2010. The researchers, led by chemist and chemical engineer Gabe Gomes, have hailed this as the first instance of non-organic intelligence planning, designing, and executing such intricate reactions initially devised by human chemists.

Harnessing the power of large language models, similar to those fueling popular chatbots like GPT-4, Coscientist showcases the potential for AI to expedite scientific discoveries, enhance experimental reliability, and augment the overall pace of research. By training on vast amounts of textual data, the AI system can process and generate natural language, enabling it to perform a range of scientific tasks.

Equipped with diverse software modules, Coscientist emulates the activities of research chemists. It can scour public information on chemical compounds, access technical manuals for robotic lab equipment, write code for experiments, and analyze resulting data to refine its approach. The researchers meticulously assembled the AI system, piecing together various components to construct a comprehensive tool for scientific exploration.

Notably, Coscientist exhibits "chemical reasoning," utilizing chemistry-related information and acquired knowledge to guide its actions. It leverages publicly available chemical information encoded in the Simplified Molecular Input Line Entry System (SMILES), a machine-readable notation for representing molecular structures. By scrutinizing specific parts of molecules within the SMILES data, Coscientist adapts its experimental plans accordingly.

The breakthrough moment for the research team came when they witnessed Coscientist asking all the "right questions." The AI system sought answers from a wide range of sources, including Wikipedia, the American Chemical Society, the Royal Society of Chemistry, and academic papers describing the Suzuki and Sonogashira reactions. These reactions, discovered in the 1970s, employ palladium to catalyze carbon bonds in organic molecules.

In an astonishing display of speed and accuracy, Coscientist devised a precise procedure for the required reactions within minutes. The resulting samples analyzed by the researchers demonstrated the unmistakable "spectral hallmarks" of the Suzuki and Sonogashira reactions, which have proven instrumental in developing novel medications targeting inflammation, asthma, and other medical conditions.

While acknowledging the immense potential of AI in scientific exploration, Gomes emphasizes the need for responsible and cautious usage. Understanding the capabilities and limitations of AI systems is crucial in crafting rules and policies that prevent any harmful misuse, whether intentional or accidental. Gomes, alongside other experts, lends their expertise to the US government's efforts to ensure the safe and secure application of AI.

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AI System recreated Nobel Prize-winning chemical reactions in lab - The Week

5 trends in cardiology to watch – Harvard Health

Longtime readers of the Heart Letter know that most of our stories focus on steps you can take right now to improve your heart health. But once in a while, we look ahead at what's on the horizon in this dynamic field. We consulted Dr. Eugene Braunwald, Distinguished Hersey Professor of Medicine at Harvard Medical School, where he has worked since 1972. At age 94, he continues to work and publish, adding to the more than 1,100 articles he has authored since the early 1950s. His pioneering research helped elucidate how heart attacks happen, which ushered in new ways to treat and prevent them.

Dr. Braunwald's discoveries also advanced the understanding of hypertrophic cardiomyopathy, valvular heart disease, and heart failure. (His life and research are described in Eugene Braunwald and the Rise of Modern Medicine, written by former Harvard Heart Letter editor in chief Dr. Thomas H. Lee.) The trends Dr. Braunwald is most excited about, summarized below, may one day affect heart health at every stage of life from birth to old age.

Dr. Braunwald: The future of cardiology will focus on preventing heart disease very early in life, a concept known as primordial prevention. Instead of waiting until people develop risk factors such as high blood pressure, high cholesterol, or diabetes and treating them, we will be able to identify and prevent the development of those conditions in the first place. Many of these conditions are caused not by a single gene but by many genes. We now have specialized genetic tests to create polygenic risk scores that help predict cardiovascular risk [see "Genetic profiling for heart disease: An update" in the October 2023 Heart Letter]. In the future, these tests will become more accurate and less expensive, so I foresee doing these tests in newborns.

For example, if a baby has genes linked to the development of high blood pressure by age 30, you could modify that child's diet to prevent the problem. Focusing on prevention very early in life could make a huge difference in reducing cardiovascular disease, which remains the most common cause of death in adults worldwide.

Dr. Braunwald: For people who already have heart disease, medications that lower blood pressure and cholesterol are an important part of avoiding future heart problems. Until recently, however, there haven't been any drugs to address inflammation, which ignites the artery-damaging process that leads to a heart attack. But in June 2023, the FDA approved the anti-inflammatory drug colchicine [Lodoco] for people who have or are at high risk for heart disease. The drug, which has been used for many years to treat gout, can lower the risk of heart attack and related problems by about 30%. Investigators and the pharmaceutical industry are now looking very closely at this category of medications. Going forward, I predict there will be a whole battery of new anti-inflammatory drugs. It will be similar to the current situation with high blood pressure, where we have many different drugs that doctors can use to treat this common problem.

Dr. Braunwald: A heart attack cuts off blood flow to part of the heart's muscle, creating damage that scars the heart. Over time, especially in people with repeat heart attacks, this can impair the heart's ability to function normally, leading to heart failure. For more than two decades, scientists have tried to repair damaged hearts using cardiac cell therapy, also known as stem cell therapy. The original concept was to infuse large numbers of stem cells derived from bone marrow into the heart to regenerate heart muscle cells. While the initial results appeared promising, these cells aren't incorporated into the heart muscle, and they quickly disappear. Now, several other techniques are being explored, including isolating the substances released from transplanted cells that appear to be responsible for their benefits. By making these substances which include factors that encourage blood vessel growth in the lab, we might be able to provide "cell therapy without cells." I'm also excited about the promise of pluripotent stem cells, a discovery based on technology that was awarded the 2012 Nobel Prize in Medicine and Physiology. These are cells that have been reprogrammed into their embryonic state and can therefore be directed to generate any type of adult cells, including heart muscle cells.

Dr. Braunwald: Despite steady progress in heart transplantation, many hundreds of people die each year waiting for a heart transplant [see "An advance in heart transplantation" in the July 2020 Heart Letter]. Over the years, there have been a number of successful interspecies transplants known as xenotransplantation including in non-human primates. In the past two years, two men with end-stage heart failure received transplants using genetically modified pig hearts. [One survived for six weeks, the other for two months]. Pigs are a logical choice because their hearts are similar in size to a human's. In both cases, several genes in the donor pig were inactivated and human genes were inserted into the pig's genome to stop the recipient from rejecting the new organ. These early studies have paved the way for further advances in xenotransplantation.

Dr. Braunwald: A left ventricular assist device, or LVAD, is a small pump implanted in the chest to help a greatly weakened, failing heart deliver blood to the body. In addition to becoming smaller, more powerful, and less expensive, LVADs will undergo other improvements in the coming years. Current devices use a driveline, a cable that passes through the skin to connect the pump to a battery and control system worn outside the body. In the future, devices will be charged through the skin without requiring a driveline, which is a common place for infections. Another potential advance is the use of biocompatible materials in the pump, which means patients might not need to take anti-clotting drugs. People with advanced heart failure may receive an LVAD temporarily while waiting for a heart transplant, or even instead of a transplant, in what we call "destination therapy."

Image: Westend61/Getty Images

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5 trends in cardiology to watch - Harvard Health

Holidays linked to surge in heart attacks, warns cardiology chief ahead of Christmas – WTOV Steubenville

OHIO COUNTY, W.Va. Heart health is not something most think of during the holidays but it should be.

Studies show the holidays are among the deadliest times of the year for heart attacks.

"There is a rise in heart attacks around the holidays, in particular this year because Christmas falls on a Monday. So, we will have more heart attacks and possibly even bigger heart attacks," said Mike Campsey, chief of cardiology, WVU Medicine Wheeling Hospital.

Studies show heart attacks most commonly occur on Mondays, as people push off their symptoms and wait until the weekend is over to address any issues.

And since its the holiday, they will just push them of further.

Campsey says there is a 15 percent increase of heart episodes during the holidays and a 35 percent increase on Christmas Eve alone.

"You know, I think it is important for patients to remember what the symptoms of a heart attack are," he said.

Chest discomfort, cold, clammy sweats, shortness of breath, arm pain, neck pain, shoulder pain, and jaw pain are the big ones.

"If its something that is new that has just come out of the patient of the person, I would just come in and get it checked out, come into the emergency room, Campsey said. I don't think putting it off until Monday or Tuesday is the way to do it."

In addition to calling 911, Campsey says make sure you are taking your medicine, and check your blood pressure and you can use aspirin if you are getting chest discomfort.

And for the holiday, he says not to steer away from your normal routine. Don't do more activities or eat more than usual. Stay consistent,

"You only get one heart, so you want to take care of it, Campsey said. So that would be the biggest reason to take care of your heart is you only get one."

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Holidays linked to surge in heart attacks, warns cardiology chief ahead of Christmas - WTOV Steubenville

Chamber Cardio Launches Innovative Value-Based Cardiology Care Platform with Early Success – PR Newswire

WASHINGTON, Dec. 19, 2023 /PRNewswire/ --Chamber Cardio, a pioneering technology-enabled delivery platform, is proud to announce its official launch. Positioned as a partner for cardiology practices navigating the transition to value-based care, Chamber Cardio addresses the pressing clinical and financial challenges faced by the cardiology industry today.

In the current landscape, only a fraction - less than 15% - of cardiology practices have embraced value-based contracts, while the financial burden of cardiovascular disease remains substantial for the healthcare system. Chamber Cardio, leveraging technology-enabled support, emerges as a transformative solution, providing evidence-based insights as well as operational support crucial for success in value-based care.

Designed with cardiologists in mind, Chamber Cardio offers a suite of tools aimed to help them in their transition to value-based care. The customizable platform enables cardiologists to regain control by offering real-time data, evidence-based guidelines, and contracting support. Additionally, Chamber Cardio provides a dedicated care team that acts as an extension of practices, facilitating the implementation of value-based contracts.

Co-Founded by George Aloth, a former BCBS health plan President & CEO and kidney care VBC executive, Dr. Sameer Sheth, a cardiologist at Massachusetts General Hospital, andDr. Jeffrey De Flavio, a Co-Founder of Pearl Health and founding CEO of Group Recover Together,Chamber Cardio is positioned as the go-to solution for cardiologists committed to improving outcomes and growing their practice.

"As a practicing cardiologist, I've both experienced and witnessed the challenges faced within practices," notes Co-Founder and President, Dr. Sameer Sheth. "Chamber Cardio is our response to these challenges. It's a platform built by cardiologists, for cardiologists, empowering us to deliver the best care possible while fostering collaboration and innovation in our field."

"Chamber Cardio is not just a platform; it's our vision to transform cardiology care," explains George Aloth, Co-Founder & CEO. "Our goal is to provide unparalleled support to cardiologists in their transition to value-based care, putting them in control of their practice while offering patients the best experience, ultimately improving health outcomes for heart disease."

The platform addresses inefficiencies in existing care models that often lead to increased acute events for patients and challenges for cardiologists. "Practicing outcome driven cardiology reduces health disparities and improves care for everyone," said Co-Founder Dr. Jeffrey De Flavio. "We are going to change the way our nation's cardiologists practice, freeing them from short-sighted incentives and aligning them with patients."

Chamber Cardio distinguishes itself by offering its technology platform, contracting services and care team support in the transition to value-based care free to practices. This commitment to partnership with network practices ensures a win-win scenario for all. Additionally, Chamber Cardio facilitates local physician networking for patient referrals, creating a robust and interconnected cardiology community.

Chamber Cardio is poised to make a dramatic impact on both cardiology practices and health plans. By making the transition to value-based care more accessible, Chamber Cardio empowers cardiologists to provide top-quality care, increasing revenue potential for practices and substantially lowering health plan costs.

About Chamber Cardio:Chamber Cardio is a groundbreaking healthcare company designed to support cardiologists in their shift to providing value-based care. Co-Founded by George Aloth, Dr. Sameer Sheth, and Dr. Jeffrey De Flavio, Chamber Cardio empowers cardiology teams with the tools, resources, and support needed to excel in the evolving healthcare landscape. Chamber Cardio is committed to improving patient care and enhancing the capabilities of cardiology practices.

SOURCE Chamber Cardio

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Chamber Cardio Launches Innovative Value-Based Cardiology Care Platform with Early Success - PR Newswire