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Disruptive Innovation: Ready, Willing and Able to Deliver Quality Therapeutics at Speed

Drug development can be done better, faster and less expensively. The industry is facing up to that reality, moving a variety of disruptive innovations…

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Disruptive innovation: ready, willing and able to deliver quality therapeutics at speed

Published: Aug 22, 2022

By Gail Dutton

Drug development can be done better, faster and less expensively. The speed of COVID-19 mRNA vaccine development proved it. Now, the industry is facing up to that reality, moving a variety of disruptive innovations forward with the blessing of regulators.

Bristol-Myers Squibb has been on this track for some time. The biopharma leader is using quantitative systems pharmacology and pharmacometrics to provide statistical, mathematical approaches to model not only the data but diseases and their cellular interaction pathways. “Basically, we’re developing disease models in silico,” Akintunde (Tunde) Bello, VP of clinical pharmacology and pharmacometrics at BMS told BioSpace.

These are far more comprehensive than the in silico models of the past. “We work on matrix teams,” he said, explaining that this is where individuals work in complex environments and report to both project and functional managers. Therefore, although the work is computer-based and database driven, the team includes some members from the drug development team, such as clinicians, biostatisticians and drug supply scientists.

Fewer Trials and Patients Required

“The work we do provides insights and information that you normally would have gotten by running a clinical trial,” Bello explained. This is done by “utilizing clinical data and the literature to develop models and approaches that inform the drug development teams, and oftentimes streamline and optimize the way we do development.” Consequently, fewer clinical trials need to be conducted and fewer patients need to be enrolled for drug developers to get the answers they need.

Akintunde (Tunde) Bello, VP of clinical pharmacology and pharmacometrics, BMS

“The Holy Grail is to move to the point where in silico models can identify targets for development and inform the experiments before we get to the clinic,” Bello said. At that point, it may be possible for these models to identify which experiments should be conducted to determine the assets and targets to take forward into development.

“Some aspects of modeling have become widespread, such as population pharmacokinetics and pharmacodynamics analyses and exposure response rate analyses,” he continued. “The mathematical and statistical models provide additional insights beyond those indicated by the clinical endpoints in terms of how the drug is behaving, important co-variates of the patient or disease that determine response and special populations for which you may need a different approach.” This could include pediatrics, or patients with specific organ impairments. 

“What is nascent is quantitative systems pharmacology (QSP) mechanistic modeling,” Bello said. This form of modeling is coming to the fore now to inform decision-making and, therefore, reduce the development pipeline and timeline.

The FDA has Bought In

BMS has consulted with the FDA in terms of how to utilize these new QSP modeling approaches, Bello shared. Factors include “what the FDA needs to understand and the level of rigor required for a good QSP model to be useful.” He noted that several of BMS’s corporate partners also are developing QSP capabilities.

 “The FDA and other regulators are really interested in hearing about these approaches and having a dialogue about how to employ them, and the level of rigor needed for them to feel confident in the readouts. The FDA is really good about encouraging companies to come and discuss their plans and approaches,” he emphasized. During the past two years, the regulator has hosted several workshops regarding QSP and other methods to optimize and streamline workflows, reduce timelines and increase the probability of success.

The benefits of QSP vary depending upon factors that include the project and its stage of development. “It’s sometimes hard to quantify,” Bello said, “but it clearly has an impact. We have examples across different therapeutic areas and drug modalities where we have used this modeling approach to streamline decision-making, giving us more confidence in whether an asset should be progressed and what doses should be assessed.

“Without this approach, trials could be much bigger and take much longer because you’re kind of shooting in the dark. These modeling approaches focus you on where you need to be working.”

Balancing Risk with Caution

People in the biopharma industry are, by their very natures, risk-takers, Bello said, but there are very structured, regulatory-approved methods that must be followed. The challenge, he continued, is how to speed and optimize drug development to meet unmet needs sooner.

In the just-released book, The Messenger, author and Wall Street Journal reporter Peter Loftus comments on the challenge of innovating in a highly regulated industry. He recounts Moderna president Stephen Hoge’s efforts to help his scientists envision future success, saying this “must have shocked many of them who had lived in perpetual fear of failure and being told they weren’t moving fast enough.”

Perhaps, as Maik Jornitz, CEO of G-CON Manufacturing, pointed out in the Biopharma Trends Leaders Report 2022, “The biggest challenge is the industry itself – and beliefs that the old and the inefficient are better than the new and the innovative. Radical changes in the thought and action of the industry only happen when they are absolutely necessary, or when early adopters prove the gains in efficiency are so outstanding that these early adopters become major competitors.”

Looking forward, “We’re going to see an increase in the utilization of model-based drug development because of the value they bring. Will we get to a stage where everything can be done in silico?” Bello asked. It’s possible, but that is in the far-distant future, because of the immense understanding required of all the biological and chemical systems and interactions within the human body. “That’s a ‘DeepMind’ type of effort,” he said, that aggregates advances in multiple disciplines to accelerate and accentuate the value computer science brings to real-world scientific challenges.

The Value of Decentralized Trials

Until that day, randomized clinical trials may remain the gold standard. But there are ways to increase their efficiency. As Simon Tilley, product management lead for health & life sciences at SAS, told BioSpace, “The pandemic accelerated the collision of two disciplines – clinical trials and wearables. [This brought] decentralized clinical trials (DCTs) into the mainstream and [enabled] study protocols to operate on patient cohorts without the need for patients to attend the study sites as often. DCTs present opportunities away from relatively short physician visits to capture a continuous stream of measurements wherever patients happen to be.

“As we embrace DCTs, we will have an ever-increasing opportunity to involve and engage more distributed patient populations…including patients who previously had been excluded,” Tilley continued. “It will enable the delivery of trial populations that better match the drug target populations, will marginalize social factors and support health equity…thus delivering better health care to more people.”

The events of the past two and a half years have shown that technologies are ready, regulators are willing and the biopharma ecosystem is able to operate better and faster at all levels – from discovery through approval – to bring innovative therapies to fruition.

Source: BioSpace

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Government

CDC Warns Thousands Of Children Sent To ER After Taking Common Sleep Aid

CDC Warns Thousands Of Children Sent To ER After Taking Common Sleep Aid

Authored by Jack Phillips via The Epoch Times (emphasis ours),

A…

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CDC Warns Thousands Of Children Sent To ER After Taking Common Sleep Aid

Authored by Jack Phillips via The Epoch Times (emphasis ours),

A U.S. Centers for Disease Control (CDC) paper released Thursday found that thousands of young children have been taken to the emergency room over the past several years after taking the very common sleep-aid supplement melatonin.

The Centers for Disease Control and Prevention (CDC) headquarters in Atlanta, Georgia, on April 23, 2020. (Tami Chappell/AFP via Getty Images)

The agency said that melatonin, which can come in gummies that are meant for adults, was implicated in about 7 percent of all emergency room visits for young children and infants “for unsupervised medication ingestions,” adding that many incidents were linked to the ingestion of gummy formulations that were flavored. Those incidents occurred between the years 2019 and 2022.

Melatonin is a hormone produced by the human body to regulate its sleep cycle. Supplements, which are sold in a number of different formulas, are generally taken before falling asleep and are popular among people suffering from insomnia, jet lag, chronic pain, or other problems.

The supplement isn’t regulated by the U.S. Food and Drug Administration and does not require child-resistant packaging. However, a number of supplement companies include caps or lids that are difficult for children to open.

The CDC report said that a significant number of melatonin-ingestion cases among young children were due to the children opening bottles that had not been properly closed or were within their reach. Thursday’s report, the agency said, “highlights the importance of educating parents and other caregivers about keeping all medications and supplements (including gummies) out of children’s reach and sight,” including melatonin.

The approximately 11,000 emergency department visits for unsupervised melatonin ingestions by infants and young children during 2019–2022 highlight the importance of educating parents and other caregivers about keeping all medications and supplements (including gummies) out of children’s reach and sight.

The CDC notes that melatonin use among Americans has increased five-fold over the past 25 years or so. That has coincided with a 530 percent increase in poison center calls for melatonin exposures to children between 2012 and 2021, it said, as well as a 420 percent increase in emergency visits for unsupervised melatonin ingestion by young children or infants between 2009 and 2020.

Some health officials advise that children under the age of 3 should avoid taking melatonin unless a doctor says otherwise. Side effects include drowsiness, headaches, agitation, dizziness, and bed wetting.

Other symptoms of too much melatonin include nausea, diarrhea, joint pain, anxiety, and irritability. The supplement can also impact blood pressure.

However, there is no established threshold for a melatonin overdose, officials have said. Most adult melatonin supplements contain a maximum of 10 milligrams of melatonin per serving, and some contain less.

Many people can tolerate even relatively large doses of melatonin without significant harm, officials say. But there is no antidote for an overdose. In cases of a child accidentally ingesting melatonin, doctors often ask a reliable adult to monitor them at home.

Dr. Cora Collette Breuner, with the Seattle Children’s Hospital at the University of Washington, told CNN that parents should speak with a doctor before giving their children the supplement.

“I also tell families, this is not something your child should take forever. Nobody knows what the long-term effects of taking this is on your child’s growth and development,” she told the outlet. “Taking away blue-light-emitting smartphones, tablets, laptops, and television at least two hours before bed will keep melatonin production humming along, as will reading or listening to bedtime stories in a softly lit room, taking a warm bath, or doing light stretches.”

In 2022, researchers found that in 2021, U.S. poison control centers received more than 52,000 calls about children consuming worrisome amounts of the dietary supplement. That’s a six-fold increase from about a decade earlier. Most such calls are about young children who accidentally got into bottles of melatonin, some of which come in the form of gummies for kids, the report said.

Dr. Karima Lelak, an emergency physician at Children’s Hospital of Michigan and the lead author of the study published in 2022 by the CDC, found that in about 83 percent of those calls, the children did not show any symptoms.

However, other children had vomiting, altered breathing, or other symptoms. Over the 10 years studied, more than 4,000 children were hospitalized, five were put on machines to help them breathe, and two children under the age of two died. Most of the hospitalized children were teenagers, and many of those ingestions were thought to be suicide attempts.

Those researchers also suggested that COVID-19 lockdowns and virtual learning forced more children to be at home all day, meaning there were more opportunities for kids to access melatonin. Also, those restrictions may have caused sleep-disrupting stress and anxiety, leading more families to consider melatonin, they suggested.

The Associated Press contributed to this report.

Tyler Durden Mon, 03/11/2024 - 21:40

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International

Red Candle In The Wind

Red Candle In The Wind

By Benjamin PIcton of Rabobank

February non-farm payrolls superficially exceeded market expectations on Friday by…

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Red Candle In The Wind

By Benjamin PIcton of Rabobank

February non-farm payrolls superficially exceeded market expectations on Friday by printing at 275,000 against a consensus call of 200,000. We say superficially, because the downward revisions to prior months totalled 167,000 for December and January, taking the total change in employed persons well below the implied forecast, and helping the unemployment rate to pop two-ticks to 3.9%. The U6 underemployment rate also rose from 7.2% to 7.3%, while average hourly earnings growth fell to 0.2% m-o-m and average weekly hours worked languished at 34.3, equalling pre-pandemic lows.

Undeterred by the devil in the detail, the algos sprang into action once exchanges opened. Market darling NVIDIA hit a new intraday high of $974 before (presumably) the humans took over and sold the stock down more than 10% to close at $875.28. If our suspicions are correct that it was the AIs buying before the humans started selling (no doubt triggering trailing stops on the way down), the irony is not lost on us.

The 1-day chart for NVIDIA now makes for interesting viewing, because the red candle posted on Friday presents quite a strong bearish engulfing signal. Volume traded on the day was almost double the 15-day simple moving average, and similar price action is observable on the 1-day charts for both Intel and AMD. Regular readers will be aware that we have expressed incredulity in the past about the durability the AI thematic melt-up, so it will be interesting to see whether Friday’s sell off is just a profit-taking blip, or a genuine trend reversal.

AI equities aside, this week ought to be important for markets because the BTFP program expires today. That means that the Fed will no longer be loaning cash to the banking system in exchange for collateral pledged at-par. The KBW Regional Banking index has so far taken this in its stride and is trading 30% above the lows established during the mini banking crisis of this time last year, but the Fed’s liquidity facility was effectively an exercise in can-kicking that makes regional banks a sector of the market worth paying attention to in the weeks ahead. Even here in Sydney, regulators are warning of external risks posed to the banking sector from scheduled refinancing of commercial real estate loans following sharp falls in valuations.

Markets are sending signals in other sectors, too. Gold closed at a new record-high of $2178/oz on Friday after trading above $2200/oz briefly. Gold has been going ballistic since the Friday before last, posting gains even on days where 2-year Treasury yields have risen. Gold bugs are buying as real yields fall from the October highs and inflation breakevens creep higher. This is particularly interesting as gold ETFs have been recording net outflows; suggesting that price gains aren’t being driven by a retail pile-in. Are gold buyers now betting on a stagflationary outcome where the Fed cuts without inflation being anchored at the 2% target? The price action around the US CPI release tomorrow ought to be illuminating.

Leaving the day-to-day movements to one side, we are also seeing further signs of structural change at the macro level. The UK budget last week included a provision for the creation of a British ISA. That is, an Individual Savings Account that provides tax breaks to savers who invest their money in the stock of British companies. This follows moves last year to encourage pension funds to head up the risk curve by allocating 5% of their capital to unlisted investments.

As a Hail Mary option for a government cruising toward an electoral drubbing it’s a curious choice, but it’s worth highlighting as cash-strapped governments increasingly see private savings pools as a funding solution for their spending priorities.

Of course, the UK is not alone in making creeping moves towards financial repression. In contrast to announcements today of increased trade liberalisation, Australian Treasurer Jim Chalmers has in the recent past flagged his interest in tapping private pension savings to fund state spending priorities, including defence, public housing and renewable energy projects. Both the UK and Australia appear intent on finding ways to open up the lungs of their economies, but government wants more say in directing private capital flows for state goals.

So, how far is the blurring of the lines between free markets and state planning likely to go? Given the immense and varied budgetary (and security) pressures that governments are facing, could we see a re-up of WWII-era Victory bonds, where private investors are encouraged to do their patriotic duty by directly financing government at negative real rates?

That would really light a fire under the gold market.

Tyler Durden Mon, 03/11/2024 - 19:00

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Spread & Containment

Fauci Deputy Warned Him Against Vaccine Mandates: Email

Fauci Deputy Warned Him Against Vaccine Mandates: Email

Authored by Zachary Stieber via The Epoch Times (emphasis ours),

Mandating COVID-19…

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Fauci Deputy Warned Him Against Vaccine Mandates: Email

Authored by Zachary Stieber via The Epoch Times (emphasis ours),

Mandating COVID-19 vaccination was a mistake due to ethical and other concerns, a top government doctor warned Dr. Anthony Fauci after Dr. Fauci promoted mass vaccination.

Coercing or forcing people to take a vaccine can have negative consequences from a biological, sociological, psychological, economical, and ethical standpoint and is not worth the cost even if the vaccine is 100% safe,” Dr. Matthew Memoli, director of the Laboratory of Infectious Diseases clinical studies unit at the U.S. National Institute of Allergy and Infectious Diseases (NIAID), told Dr. Fauci in an email.

“A more prudent approach that considers these issues would be to focus our efforts on those at high risk of severe disease and death, such as the elderly and obese, and do not push vaccination on the young and healthy any further.”

Dr. Anthony Fauci, ex-director of the National Institute of Allergy and Infectious Diseases (NIAID. in Washington on Jan. 8, 2024. (Madalina Vasiliu/The Epoch Times)

Employing that strategy would help prevent loss of public trust and political capital, Dr. Memoli said.

The email was sent on July 30, 2021, after Dr. Fauci, director of the NIAID, claimed that communities would be safer if more people received one of the COVID-19 vaccines and that mass vaccination would lead to the end of the COVID-19 pandemic.

“We’re on a really good track now to really crush this outbreak, and the more people we get vaccinated, the more assuredness that we’re going to have that we’re going to be able to do that,” Dr. Fauci said on CNN the month prior.

Dr. Memoli, who has studied influenza vaccination for years, disagreed, telling Dr. Fauci that research in the field has indicated yearly shots sometimes drive the evolution of influenza.

Vaccinating people who have not been infected with COVID-19, he said, could potentially impact the evolution of the virus that causes COVID-19 in unexpected ways.

“At best what we are doing with mandated mass vaccination does nothing and the variants emerge evading immunity anyway as they would have without the vaccine,” Dr. Memoli wrote. “At worst it drives evolution of the virus in a way that is different from nature and possibly detrimental, prolonging the pandemic or causing more morbidity and mortality than it should.”

The vaccination strategy was flawed because it relied on a single antigen, introducing immunity that only lasted for a certain period of time, Dr. Memoli said. When the immunity weakened, the virus was given an opportunity to evolve.

Some other experts, including virologist Geert Vanden Bossche, have offered similar views. Others in the scientific community, such as U.S. Centers for Disease Control and Prevention scientists, say vaccination prevents virus evolution, though the agency has acknowledged it doesn’t have records supporting its position.

Other Messages

Dr. Memoli sent the email to Dr. Fauci and two other top NIAID officials, Drs. Hugh Auchincloss and Clifford Lane. The message was first reported by the Wall Street Journal, though the publication did not publish the message. The Epoch Times obtained the email and 199 other pages of Dr. Memoli’s emails through a Freedom of Information Act request. There were no indications that Dr. Fauci ever responded to Dr. Memoli.

Later in 2021, the NIAID’s parent agency, the U.S. National Institutes of Health (NIH), and all other federal government agencies began requiring COVID-19 vaccination, under direction from President Joe Biden.

In other messages, Dr. Memoli said the mandates were unethical and that he was hopeful legal cases brought against the mandates would ultimately let people “make their own healthcare decisions.”

“I am certainly doing everything in my power to influence that,” he wrote on Nov. 2, 2021, to an unknown recipient. Dr. Memoli also disclosed that both he and his wife had applied for exemptions from the mandates imposed by the NIH and his wife’s employer. While her request had been granted, his had not as of yet, Dr. Memoli said. It’s not clear if it ever was.

According to Dr. Memoli, officials had not gone over the bioethics of the mandates. He wrote to the NIH’s Department of Bioethics, pointing out that the protection from the vaccines waned over time, that the shots can cause serious health issues such as myocarditis, or heart inflammation, and that vaccinated people were just as likely to spread COVID-19 as unvaccinated people.

He cited multiple studies in his emails, including one that found a resurgence of COVID-19 cases in a California health care system despite a high rate of vaccination and another that showed transmission rates were similar among the vaccinated and unvaccinated.

Dr. Memoli said he was “particularly interested in the bioethics of a mandate when the vaccine doesn’t have the ability to stop spread of the disease, which is the purpose of the mandate.”

The message led to Dr. Memoli speaking during an NIH event in December 2021, several weeks after he went public with his concerns about mandating vaccines.

“Vaccine mandates should be rare and considered only with a strong justification,” Dr. Memoli said in the debate. He suggested that the justification was not there for COVID-19 vaccines, given their fleeting effectiveness.

Julie Ledgerwood, another NIAID official who also spoke at the event, said that the vaccines were highly effective and that the side effects that had been detected were not significant. She did acknowledge that vaccinated people needed boosters after a period of time.

The NIH, and many other government agencies, removed their mandates in 2023 with the end of the COVID-19 public health emergency.

A request for comment from Dr. Fauci was not returned. Dr. Memoli told The Epoch Times in an email he was “happy to answer any questions you have” but that he needed clearance from the NIAID’s media office. That office then refused to give clearance.

Dr. Jay Bhattacharya, a professor of health policy at Stanford University, said that Dr. Memoli showed bravery when he warned Dr. Fauci against mandates.

“Those mandates have done more to demolish public trust in public health than any single action by public health officials in my professional career, including diminishing public trust in all vaccines.” Dr. Bhattacharya, a frequent critic of the U.S. response to COVID-19, told The Epoch Times via email. “It was risky for Dr. Memoli to speak publicly since he works at the NIH, and the culture of the NIH punishes those who cross powerful scientific bureaucrats like Dr. Fauci or his former boss, Dr. Francis Collins.”

Tyler Durden Mon, 03/11/2024 - 17:40

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