Trending With Impact: New Drug Combinations Inhibit Stress Proteins

Researchers tested antiviral, anticancer, and immunosuppressive drug combinations that may aid in treating neurodegenerative disorders, including Alzheimer’s disease.

Figure 5. Neratinib and AR12 combine to reduce the expression of HSP90, HSP70, GRP78 and HSP27 via autophagy.
Figure 5. Neratinib and AR12 combine to reduce the expression of HSP90, HSP70, GRP78 and HSP27 via autophagy.

The Trending with Impact series highlights Aging publications that attract higher visibility among readers around the world online, in the news, and on social media—beyond normal readership levels. Look for future science news about the latest trending publications here, and at Aging-US.com.

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Heat shock proteins (HSPs), also known today as stress proteins, were first observed in fruit flies in the 1960s. After Dr. Ferruccio Ritossa inadvertently subjected a preparation of fruit fly salivary glands to a non-lethal increase in temperature, he discovered a new pattern of chromosomal “puffing.” In 1974, researchers identified the proteins that were encoded by the “puffs” recorded by Dr. Ritossa, and named them heat shock proteins. 

These newfound proteins appeared to only become detectable when the cells were heated. Researchers later learned that HSPs can also be induced by oxidants, toxins, heavy metals, free radicals, viruses, and other stressors. Since its discovery, variations of this genetic system have been found in all bacteria, plants, and animals—including humans. HSPs have been well-studied since this revelation, and researchers now believe these molecular chaperones play important roles in protein refolding, aging-related diseases, and overall longevity. 

“Toxic misfolded proteins are key drivers of AD [Alzheimer’s disease], ALS [Amyotrophic lateral sclerosis], HC [Huntington’s Chorea] and other neurodegenerative diseases.”

Researchers from Virginia Commonwealth UniversityTranslational Genomics Research Institute, and the Banner Alzheimer’s Institute took part in a research study experimenting with combinations of therapeutic agents that may improve neurodegenerative diseases. In 2021, their paper was published in Aging’s Volume 13, Issue 13, and entitled, “Inhibition of heat shock proteins increases autophagosome formation, and reduces the expression of APP, Tau, SOD1 G93A and TDP-43.”

“In this paper we examined using isogenic colon cancer cells [with] several existing drugs that function by increasing autophagy and degrading misfolded proteins.”

THE STUDY

“Aberrant expression of chaperone proteins is found in many human pathologies including cancer, in virology and in AD, ALS and HC.”

In this study, researchers tested drugs that have been used preclinically and clinically in several anticancer studies. The drugs used were: AR12, an antiviral chaperone ATPase inhibitor; Neratinib, a tyrosine kinase inhibitor; a combination of AR12 and Neratinib; Fingolimod, an immunosuppressive sphingosine l-phosphate receptor modulator; MMF, monomethyl fumarate; and a combination of Fingolimod and MMF.

The cells they tested these drug combinations on in vitro included Vero cells (African Green Monkey kidney cells), isogenic HCT116 colon cancer cells (genetically manipulated colon cancer cells), and GB6 cells (glioblastoma cancer stem cells). They also used plasmids, antibodies, and siRNAs. Researchers acknowledged that the use of non-neuronal cells may be a limitation of this study.

“Our present studies were performed in non-neuronal cells and as a caveat, it is possible that our data in HCT116 and Vero cells will not be reflective of the same processes in neuronal cells.”

Despite this caveat, results from their research were promising. Some combinations of these drugs were capable of knocking down many disease specific proteins that form toxic aggregates inside cells and in extracellular environments via autophagy. 

CONCLUSION

“As the mechanism of drug-action became clearer it was apparent that these agents should also be tested in neurodegenerative diseases. The entire neurodegenerative field needs rapid translational methods that target the underlying cause of disease, toxic misfolded protein. The findings from this work warrant further testing with a focus on clinical utility.”

Click here to read the full research paper, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.


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Salt Water-Infused Blood Reverses Aging

From the University of California Berkeley and Apheresis Care Group, researchers ​​discovered a method of “refreshing” blood that reverses some of the effects of aging.

Infusion drips with bottles of yellow albumin fluid.
Infusion drips with bottles of yellow albumin fluid.

The Top-Performer series highlights papers published by Aging that have generated a high Altmetric attention score. Altmetric scores, located at the top-left of trending Aging papers, provide an at-a-glance indication of the volume and type of online attention the research has received.

Read Aging’s Top 100 Altmetric papers.

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Is it possible for old blood to be “refreshed” in order to rejuvenate youth and combat the effects of aging? Aging researchers have a long history of analyzing the blood in search of the keys to healthy aging. In 2020, researchers from the University of California Berkeley and Apheresis Care Group uncovered groundbreaking new insights about the rejuvenation of aging blood with the potential to slow, and potentially to reverse, aging. Their well-read priority research paper was published by Aging and entitled, “Rejuvenation of three germ layers tissues by exchanging old blood plasma with saline-albumin.” To date, this top-performing paper has generated an impressive Altmetric Attention score of 147.

Blood Plasma

Approximately 55% of the body’s total blood volume is composed of a pale yellow liquid—plasma. Plasma largely consists of water (about 92%), with traces of mineral salts, sugars, fats, hormones, and vitamins. This watery substance also contains important proteins, such as immunoglobulin (antibodies), clotting/coagulation factors, and albumin.

“In people, albumin levels correlate with disease, nutrition, and socio-economic status rather than chronological age; and even when health, etc. status are not considered, albumin diminishes only marginally, by 2-4% at 75 years of age from its 26 years of age levels [2124].”

Plasmapheresis is a general term used to describe procedures that remove, treat, and return or exchange blood plasma to the blood. Patients with autoimmune diseases, sickle cell disease, certain forms of neuropathy, and even severe cases of malaria have benefitted from plasmapheresis. 

Heterochronic Parabiosis

Heterochronic parabiosis, a plasmapheresis-like procedure, is the surgical joining of two organisms in an effort to study the physiological changes that result from shared blood flow. Researchers have used this model of joining young and old animals together to observe the effects of old blood in young mice, and vice versa. In a 2005 study, University of California Berkeley and Apheresis Care Group researchers found that, through the process of heterochronic parabiosis, old mice sharing blood with young mice produced rejuvenating effects in old mice. 

“The general conclusion of these studies was that the old partners had better health and/or repair of cartilage, muscle, liver, brain, spinal cord, kidneys, bone, skin, etc., and often the young animals experienced premature aging of their respective tissues [13468].”

However, the same researchers suspected that the rejuvenating effects demonstrated by heterochronic parabiosis were not direct results of youthful factors in the young murine blood itself. They also suspected that the premature aging experienced by the young mice were not due to old factors in the aged blood either. The team proposed that simply diluting the young and old factors in the blood may be the cause of these effects. In 2020, the researchers conducted a new study, this time using saline and albumin, to test their hypothesis.

“Historically, the phenomena of heterochronic parabiosis and blood exchange remained unconfirmed with respect to the key assumption as to whether the addition of young factors is needed for rejuvenation, and if premature aging of young mice stemmed from the introduction of old blood factors or a simple dilution of young factors.”

The Study

In this study, the researchers began by conducting a plasmapheresis procedure in mice called a neutral blood exchange (NBE). Half of the platelet-rich-plasma (PRP) was removed from the blood in young and old mice and was replaced with a simple saline and 5% purified albumin.

“Through a half-hour long series of small volume exchanges, 50% of the PRP of old and young mice was replaced with saline plus 5% mouse albumin while the circulating red and white blood cells were returned isochronically to the animal.”

Their results showed that a single session of NBE improved regeneration, reduced fibrosis, enhanced myogenesis, and other factors in the old mice. In the young mice, they found that this procedure did not have adverse effects or worsen the aforementioned factors. To verify their findings, the team studied human blood samples from four older individuals (between the ages 65 and 70) and conducted an FDA approved procedure, Therapeutic Plasma Exchange (TPE), using the same saline/albumin formula.

“To confirm these findings and to explore their evolutionary conservation, we took advantage of the fact that there is a procedure for human patients analogous to NBE, where most of the plasma is replaced by physiologic solution supplemented with commercial human albumin, called Therapeutic Plasma Exchange, TPE, which is FDA approved and routinely used in the clinic [1618].”

Conclusion

In summary, their research found that simply diluting old blood factors with a neutral substance such as saline and albumin contributes to improving muscle repair, attenuating fibrosis, enhancing myogenic proliferation, reducing liver adiposity and fibrosis, and increasing hippocampal neurogenesis. In some areas, they found that these effects were even stronger in TPE than results after heterochronic parabiosis or blood exchange.

“The theoretical significance of this study is in a better understanding of how blood heterochronicity acts to quickly and profoundly rejuvenate old mammals, and the clinical significance of this work is in developing TPE as a new modality to broadly improve organ health and repair in older individuals preventing illnesses that develop or become more severe in later decades of life.”

Click here to read the full priority research paper, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

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Trending With Impact: Circulating Mitochondria and Inflamm-Aging

Authors from the National Institute on Aging wrote a trending editorial paper on mitochondria extracellular vesicles and aging.

Figure 1. Mitochondrial DNA in extracellular vesicles and association with human aging.
Figure 1. Mitochondrial DNA in extracellular vesicles and association with human aging.
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The Trending With Impact series highlights Aging publications that attract higher visibility among readers around the world online, in the news, and on social media—beyond normal readership levels. Look for future science news about the latest trending publications here, and at Aging-US.com.

Some structures inside cells play elusive, yet important roles in human aging. Researchers believe structures classified as extracellular vesicles (EVs), released outside of cell walls, may also play key components in the aging process—specifically related to chronic inflammation.

“EVs are lipid-bound nano-sized vesicles that are secreted outside of cells into the circulation (Figure 1A).”

Two researchers from the National Institutes of Health‘s National Institute on Aging wrote a trending editorial paper, published by Aging in 2021, and entitled, “Mitochondria as extracellular vesicle cargo in aging.” 

Inflammation and Aging

The term “inflamm-aging” has been coined to describe the common state of chronic low-grade inflammation associated with aging. Researchers believe that inflammation contributes to many age-related diseases, including cardiovascular disease, diabetes, cancer, and even dementia.

“In fact, inflammation-related diseases account for more than 50% of worldwide deaths, stressing the importance of inflammation in driving age-related disease and mortality [1,2].”

In the elderly, cellular damage and stress (among other causes) may contribute to chronic inflammation, which can initiate a release of mitochondrial damage-associated molecular patterns. This process can initiate cells to release mitochondrial DNA (mtDNA) into the space outside of the cell as circulating cell-free mitochondria DNA (ccf-mtDNA).

“Due to the similarities between mtDNA and bacterial DNA, this release can in turn elicit a sterile inflammatory response through activation of the innate immune system.”

Circulating Cell-Free Mitochondria DNA

Authors of this editorial believe that ccf-mtDNA may contribute to systemic chronic inflammation. In a previous study, researchers found, in general, that higher plasma/serum levels of ccf-mtDNA were reported in patients with inflammatory-related diseases and after acute injury or infection. However, ccf-mtDNA’s role in aging is complex, as one study showed that ccf-mtDNA levels initially decline into middle-age, and then gradually increase after age 50. 

The molecular details of how ccf-mtDNA exists within blood circulation has yet to be elucidated. Questions still linger surrounding whether or not components in the blood bind to ccf-mtDNA. If components do bind to ccf-mtDNA, are they capable of protecting ccf-mtDNA from destruction in circulation?

Extracellular Vesicles and mtDNA

“Given these gaps in the field, we recently explored whether plasma mtDNA can be encapsulated in extracellular vesicles (EVs) [5].”

The researchers evaluated multiple studies to find that mtDNA can be encapsulated in EVs isolated from plasma—both in cells that have been grown in vitro and in plasma EVs from patients with breast cancer. The next question the researchers addressed was: How do levels of mtDNA in plasma EVs fair in normal conditions and with age?

“To address this need, we isolated plasma EVs and analyzed mtDNA levels with human age. Individuals in this aging cohort had donated plasma at two different time points approximately 5 years apart, which enabled us to examine both crosssectional and longitudinal changes.”

Conclusion

“In both our cross-sectional and longitudinal analyses, EV mtDNA levels decreased with advancing age [5] (Figure 1B).”

The researchers concluded by reporting EV mtDNA levels decreased over a span of five years in the longitudinal cohort. Mitochondrial components, including mtDNA, may be important EV cargo. They emphasized that further research is needed and that it is important for researchers to consider age when using EVs as diagnostic or prognostic markers of disease. 

Click here to read the full editorial paper, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

2021 Ride for Roswell

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Behind the Study: COVID-19 Affect on Elderly

Dr. David Sinclair from Harvard Medical School and member of the Aging Editorial Board details his review published by Aging on May 29, 2020, entitled, “Why does COVID-19 disproportionately affect older people?

Researchers explain their studies that were published in Aging

Behind the Study is a series of transcribed videos from researchers elaborating on their recent oncology-focused studies published by Aging. Visit the Aging YouTube channel for more insights from outstanding authors.

It’s David Sinclair here. I’m talking to you from my home in Boston during this pandemic stayed home time, but also wanted to talk to you about a new paper that we have coming out, or just came out in our journal, Aging, and its title is, “Why Does COVID-19 Disproportionately Affect the Elderly?”—which has become one of the biggest questions I think in this whole pandemic. And, if we could understand why the elderly were more susceptible, first of all, we could help them survive and have less severe cases, but also we could learn perhaps why younger people are also more susceptible. One thing that I often hear when I pose that question is oh, it’s just that old people are sicker and they die. Well, that’s not a good enough explanation because the elderly, even if they are healthy, have a much greater chance of dying than someone whose say, less than 65.

In fact, of all the main causes of death or risk factors in COVID-19, age is by far the most important one, independent of all those other risk factors. So a study just came out in the UK that looked at 17 million people that had COVID-19 and they could tell us based on that, what the ranking of the what’s called the hazard ratio of which symptoms and which lifestyle and cobalt morbidities track with COVID-19 more fatality risk.

And actually, in order starting with number five, it was diabetes/obesity. Number three was being male, that’s fairly risky. Having cancer of the blood was bad, which makes sense because you’ve disrupted your immune system. But by far the riskiest thing is age, independent of all these other things. In fact, compared to these other risks, age is basically the major determinate. If you’re 80, numbers where you’re about tenfold higher to someone who’s in their late 50s. So that led us to try to figure out what is going on with the age that makes them more susceptible. And again, it’s not just that those people start out sicker. And so we’ve written this perspective and gathered a lot of data from around the world, papers that have come out, papers that have been in publication. So in this perspective, we’ve gathered a lot of data from around the world, new papers, old papers, and really put together a list of things that we think are the most likely explanations for the elderly succumbing to COVID-19, independent of their actual underlying diseases and frailty.

Figure 1. Ineffective clearance of SARS-CoV-2 infection in the aged respiratory system.
Figure 1. Ineffective clearance of SARS-CoV-2 infection in the aged respiratory system.

So let’s first go through one of the figures—you’ll see figure one is a beautiful illustration drawn by my wonderful coauthors, Amber Mueller and Maeve McNamara. And it’s a picture of what goes wrong in the elderly compared to someone who can clear the infection. And what you’ll see is that there’s a cut through the lung. And what happens in the elderly is that the virus goes down into the lung, causes hyper immune response. And in the late stages of the disease in the elderly particularly, it’s a hyper immune response, which we call the cytokine storm. And what we’ve recently discovered, the planet that is not just my lab, is that the virus can attack the endothelial cells of the agent. And that’s not just in the lung, which of course is a problem for getting blood flow and oxygen across, but what’s also important is that these endothelial cells that line the blood vessels, particularly the micro capillaries, line at the heart, the brain, even the extremities.

And so what we’re seeing in elderly patients particularly that undergo this cytokine storm is what’s called a coagulopathy, which means that lining of the blood vessels is getting inflamed and causing clots to form. And you get a rise in this marker called the D-dimer, which is a breakdown product of clotting. And what we’re seeing is even in young people, there’s propensity for stroke, myocardial infarction, heart attack, and even things like numbing of the toes and the fingers. And you can see that there are what are called chilblains in some people, you get these dark areas on the body. So that’s particularly fatal if it’s not controlled and it’s very difficult to control that. So what’s behind all of this susceptibility to the agent?

Well, there are two things going on, mainly one is the inability to clear the virus initially. So if you’re young, you can have a spike in viral numbers. It starts to get in your throat, drift down into the lungs. But young people tend to not have this overreaction, they tend to form antibodies fairly rapidly and clear the viral. If you clear the virus very quickly, you’ll actually have very little risk of going into hospital or the ICU. As an aside, if you don’t have a very strong case of COVID-19, looks like you don’t mount a very strong immune response, but that’s another topic for a future discussion. What’s more important is to focus on: What is it about the aging immune system that’s defective that leads to their inability to clear the virus? And then the second part that’s important for the agent is: What happens once they start to clear the virus and why is that so detrimental?

And what we are seeing is that the virus particles, particularly the viral RNA, lasts a long time, sometimes for weeks in the body. And those remnants actually are what we think are stimulating this hyper-immune reaction cytokine storm, which is driven largely by a particular protein complex called the inflammasome, which is already hyperactive, chronically in the agent. And we’ll talk about that later on, but just to give a shout-out to my co-authors, their drawings were beautiful. So we’ll get back to the disease course in a moment. One of the things I want to bring up is one of the great things in this article that Amber and Maeve did was that they drew a table of respiratory viral infections and what are the risk factors? And so I have the table in front of me so I’ll just read off some of them, which you can see in the paper.

Mers in the original SARS, they actually had high risk. One of the risks was one in Type 2 diabetes, obesity, cardiovascular diseases, hypertension, old age, this is for Mers. For SARS one, it was again diabetes, renal disease, neurological diseases, metabolic, and interestingly dermatological diseases, which is probably an immune thing. But why is that important? What that tells us is that these particular type of corona viruses attack the agent, and in particular, the agent with underlying co-morbidities, these underlying diseases. But what I would like to us to consider and what I’d like to argue is that it’s not just about having obesity, having diabetes, having heart disease that is the problem. Those are symptoms of a more insidious problem, which is that those people are most likely older than their chronological age, or they’re actually very old biologically because they’ve lived a long time, but we know that biological age will be accelerated by being obese, by not exercising and just living the lifestyle that we know from epidemiology is not the perfect one.

At least half of America is overweight or obese. If you include certain cutoffs, some people estimate that it’s over 75% and this drives the aging process. And one of the side effects of course is obesity but obesity may not be the main driver actually, that’s a symptom of the problem that I want to talk to you about. So there are lots of things that go wrong in the aged body. And by age, I’m not just talking about birthday candles, I’m talking about actual biological age. Now biological age can be measured in a variety of ways. Let’s just talk about that for a minute. We can measure the DNA methylation status of ourselves, the so-called Horvath DNA methylation clock, we can measure that pretty easily in a blood test or a swab from the cheek these days get a very accurate estimation of how old someone is biologically.

But there are other things that change in a predictable way. And unlike 10 years ago where we thought we’d never have biomarkers, now we have quite a few. You can look at changes in immune cell diversity, such as T-cells, you can build a very good immune clock. You can look at the levels of NAD in the body, which decline with time. One of the things that we, Gordan Lauc and I, professor Gordan Lauc and I, wrote about is a paper actually also in the journal, Aging, is that the immune system changes in part because sugars change that are attached to proteins. This is the process of glycation and Gordan’s lab has done an amazing job, they’ve found that there’s a glycan clock and what he calls it is the glycogen age of a person.

And why is that important? Because as we get older, the type of sugars that are attached to proteins in the body, whether it’s antibodies or actually the coronavirus spike protein, and even the H2 so-called receptor on the surface of endothelial cells, these are all changed as we get older in terms of their glycation. And if you look at figure 3 in the paper, you can see a beautiful rendition of these changes. And we also have epigenetic changes that control how cells behave. And we know that during aging, epigenetic changes occur, and we think that cells lose their identity. And that’s true for immune cells, it’s true for the lining of the blood vessels, the endothelial cells, and that may be why the virus has a greater chance of attacking an older person’s body as well.

And then finally, there’s the process of immunosenescence. Now that there’s two types of immunosenescence and I don’t want to get people confused here. Immunosenescence typically refers to just the aging of the overall immune system. That means that there’s less variety of T-cells. There’s less ability to mount an immune response and clear viruses, but there’s also cellular immunosenescence or what you call immuno. But there’s also cellular senescence which is a different story, which is about cells checking out of the cell cycle and becoming more like zombie cells. And you can stay in those for galactosidase or p16, and this is another type of cellular senescence.

There’s some overlap between the immunosenescence and cellular senescence, but it’s important to realize they’re not the same thing. And so that’s the lead-up to the whole paper, which goes into detail about these various causes susceptibility to viruses in general, but also to COVID-19. Now, one of the areas that we work on of course are the sirtuins. These are enzymes that our bodies make. There are seven of them in most of our cells, and they’re very important for fighting against diseases, both chronic diabetes, heart disease, Alzheimer’s, we believe based on a lot of mouse and human genetic studies. But also we’re finding are important for viral defenses. And we put forward a hypothesis in this paper that the sirtuin defenses are lost during COVID-19 infections. And one of the reasons for that is the following.

So sirtuins need NAD and unfortunately, as we get older, we think that a lot of our cells lose the ability to make an NAD effectively and they also destroy it for reasons that we don’t fully understand yet. But what we’ve also discovered in my lab and in others, Charlie Brenner put out a nice paper about this a few weeks ago, is that a virus, coronavirus and other types of viruses, deplete NAD in cells. And we think this is part of their defense, the viral attack and the inability of cells to survive the attack. Now they do this through activation of the PARPs. PARPs are poly ADP road to cell trans… polimeracion. So they do this by activating the PARPs, such as PARP1, PARP12, PARP14. And PARPs are enzymes that polymerize NAD and depleted from the cell. And we think that by either blocking the PARP activity or replacing, replenishing the NAD levels in infected cells and in the body of patients, we can give them a better chance of survival.

Now, why would we worry about NAD and sirtuins? Well sirtuins, particularly sirtuin 6, sirtuin 1, sirtuin 2, they control inflammation and they dampen it when it’s overactive. I mentioned the inflammasome. Well, one of the key components of the inflammasome is called NLRP3, and the acetylation chemical to that protein is what causes it to be active. Actually, if we deescalate of enzymes like CERT1, CERT2 deacetylate NLRP3, it brings that activity down. And so what we’re thinking is that when cells are infected, the NAD levels go down. So sirtuins are unable to dampen the inflammatory response and you get this cytokine storm. So in other words, if we were to raise NAD levels in patients, we may be able to prevent their bodies from going into this state of shock and aseptic like response.

Figure 2. Factors that increase the fatality risk of COVID-19.
Figure 2. Factors that increase the fatality risk of COVID-19.

Now I will admit, at first I didn’t think this was something that I should rush into. Of course, I would look like somebody with a hammer looking for a nail because you’d think that everything that I do looks like an NAD problem, but studies like the Brown paper that came out as well as studies over the last five years in my lab that have looked at NAD changes during macrophage activation and the PARP response have really pushed me into the belief that, as I write in this article with my coauthors, that NAD is part of this story. Now it’s not the whole story. In fact, the NAD story in this paper is only a small part of it, about 5%, but I want to talk about it because a lot of people are asking me, “David, what about NAD?” And interestingly, I’ve been working with a team in Boston on making an NAD precursor a drug.

And so for the last two years, with the help of a great team at Brigham and Women’s Hospital, they’ve been testing the safety and efficacy of an NAD precursor called MIB626, which is a proprietary version of NAD booster. So far, the molecule is extremely safe in the people that have been tested. It’s able to greatly raise NAD levels. Now there’s some debate out there in the Twitter-verse that the molecules that we work on in my lab and in these clinical trials don’t raise NAD and are not effective. Well, I can tell you that you probably shouldn’t get your scientific information from Twitter because it’s completely wrong. And now what’s interesting and exciting is that in the next few weeks, very extensive, double blind placebo controlled study is about to begin with this molecule. And we’ll see, pretty quickly I think, whether patients are helped by raising an NAD. Particularly the more severe ones.

Now, there are anecdotal case studies already. Some of them are online that you can look up if you’re interested, of patients recovering quite rapidly, supposedly, with treatment with NAD boosters like NMN, which is one of the ones that we work on. But those individual case studies don’t prove anything as we now know from having studied other molecules in other people’s study molecules in the world for COVID-19. So that’s why we’ve decided to do this very rigorous placebo controlled study and not just go for compassionate use. And we’ll see over the next few weeks, perhaps few months, realistically, whether this molecule that we’re working on is going to dampen the inflammatory response in patients that really need it. Drugs are very hard to make, most of them don’t work, so I’m not promising anything, I’m not expecting too much, but I think that we need to give this a shot.

And the other reason for believing in this work is that aging, as I started out in this review, in this talk mentioning, we think aging is the major driver of COVID-19 susceptibility. Aging of all of the different parts of the body in particular, the immune and circulatory systems. Now, if we can delay aging or reverse it, perhaps in some way with NAD boosting or with other drugs that are out there such as Metformin, which [inaudible] is arguing could be used to bring down blood sugar to improve the body’s survival. These kinds of longevity molecules could be used to bring not just the virus down, but boost the survival and the resilience and the defenses of the host up in the same way that you don’t just have weapons of war, you have the defenses as well.

And so on the defensive side, I think bringing up the defenses of the age is just as valid, if not more important than attacking the virus itself. So why would I say, “It’s just as important or more important?” Well consider that this is not the only virus that’s going to attack humanity going forward and vaccines while they’re great and we hold out full on. It probably won’t work against the next outbreak, whether it’s bird flu, regular flu, or another coronavirus, or even a mutated version of this one that’s out in the population. So we need to work also on the body’s ability to fight infections, in general.

So with that, I think I should let you all go. I’ve talked long enough about this paper. I hope you enjoy it. We really enjoyed writing it. It was challenging I’ll admit because it was written in real time as data was coming in and do a lot of things to update. And I’m grateful to Aging, the journal, for making papers available and published within rapid time. And I can tell you that the review process, the peer review process, was extensive. We’ve got pages and pages of comments from reviewers that really helped, particularly in this case. So, enjoy the paper and I’ll keep you updated through my other social media, but also through papers that we hope to publish in the next few months.

Thanks, take care.

Click here to read the full study published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

Aging - 2021 Ride for Roswell
Aging – 2021 Ride for Roswell

For media inquiries, please contact [email protected].

Trending With Impact: A New Marker of Aging and Cellular Senescence

Researchers from the Campisi Lab discovered new insights while investigating Cdkn1a transcript variants 1 and 2.

Embryonic stem cell colony

The Trending with Impact series highlights Aging publications that attract higher visibility among readers around the world online, in the news, and on social media—beyond normal readership levels. Look for future science news about the latest trending publications here, and at Aging-US.com.

Listen to an audio version of this article

The phenomenon in which cells are still metabolically active but can no longer proliferate is known as cellular senescence. Cellular senescence is a normal mechanism in development and tissue homeostasis—and a hallmark of aging.

“Most of my lab works on a process called cellular senescence, which is a cellular response to stresses and damage, many of which increase with age,” Dr. Judy Campisi, Professor at the Buck Institute for Research on Aging and Senior Scientist at the Lawrence Berkeley National Lab, said in a recent Aging interview

An international team of researchers from Dr. Campisi’s lab are in search of new biological markers of cellular senescence and aging. Understanding mechanisms of aging such as senescence is key for developing new, safe interventions that may extend human life—with compounding socioeconomic and cultural impacts. Researchers from this lab come from institutions including the Buck Institute, the University of California, Berkeley’s Lawrence Berkeley National Lab, Universidad de CórdobaUniversidad MayorGeroscience Center for Brain Health and Metabolism, and Unity Biotechnology. The team published a trending 2021 paper in Aging‘s Volume 13, Issue 10, entitled, “Cdkn1a transcript variant 2 is a marker of aging and cellular senescence.” 

“Our results are, to our knowledge, the first to study Ckdn1a transcript variants in the context of aging.”

THE STUDY

There are a number of mechanisms that drive cellular senescence. Previously, mRNA and protein coding gene Cdkn1a transcript variant 1 (p21var1) has been better-studied compared to Cdkn1a transcript variant 2 (p21var2). The authors of this paper explain that this is likely because the encoded protein is identical to that encoded by variant 1, and both variants are regulated by p53. However, neither variants have ever before been studied in the context of aging. In this study, the researchers explored the expression levels of both Cdkn1a transcript variants 1 and 2 in the context of cellular senescence using several tissues from aged mice and a cell culture model of mouse cells.

“The stringent cell growth arrest associated with cellular senescence is determined, among other mechanisms, by activities of cyclin-dependent kinase inhibitor proteins p16Ink4a and p21Cip1/Waf1, encoded by the Cdkn2a and Cdkn1a loci, respectively [1].”

Study results showed that both variants are induced during cellular senescence. They showed that p21var1 and p21var2 are equally sensitive to transcriptional upregulation after p53 stabilization. The in vitro models also found that p21var2 is preferentially induced with age.

“In sum, p21var2 expression is consistently elevated with age, in contrast with an absence of age-related change in p21var1 levels.”

The researchers conducted further tests in vivo to examine the expression pattern of p21var2 and their results suggested that the circadian regulation of p21Cip1/Waf1 is driven solely by expression of Cdkn1a transcript variant 1. The team also induced cellular senescence in vivo with doxorubicin and ABT-263 (navitoclax) and evaluated the variants’ expression. These results confirmed their in vitro findings that p21var2 is more prone to cellular senescence than p21var1, thus making it a better marker for assessing the presence of senescent cells in vivo.

CONCLUSION

“We show that, although tissue-specific exceptions may arise, p21var2 but not p21var1 is a better candidate marker of aging and senescence in mice.”

Click here to read the full research paper, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

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2021 Ride for Roswell
2021 Ride for Roswell

Behind the Study: Cdkn1a Transcript and Aging

Dr. Judith Campisi discusses her priority research paper published in 2021 by Aging, entitled, “Cdkn1a transcript variant 2 is a marker of aging and cellular senescence.”

Researchers explain their studies that were published in Aging

Behind the Study is a series of transcribed videos from researchers elaborating on their recent oncology-focused studies published by Aging. A new Behind the Study is released each Monday. Visit the Aging YouTube channel for more insights from outstanding authors.

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Hello, my name is Judy Campisi. I am a Professor at the Buck Institute for Research on Aging and also a Senior Scientist at the Lawrence Berkeley National Lab. And my laboratory, which is a pretty international laboratory with people from Asia and Europe, published a paper in aging, “Cdkn1a transcript variant 2 is a marker of aging and cellular senescence.”

So why do we care about this?

Well, most of my lab works on a process called cellular senescence, which is a cellular response to stresses and damage, many of which increase with age. And it’s now clear from mouse models that if you eliminate senescent cells, which increase with age, you can increase the health span of a mouse – not necessarily the lifespan, but the health span. So it becomes kind of important to have ways of identifying senescent cells in detail, and we have not been able to do that so far with absolute certainty because there frankly are no senescent-specific markers. So there are markers that are commonly expressed by senescent cells, but none of them are absolutely specific.

Figure 1. The Cdkn1a variant 2 transcript is preferentially induced during aging.
Figure 1. The Cdkn1a variant 2 transcript is preferentially induced during aging.

And so what we have done is we have looked at one of those markers, which is a gene called Cdkn1a and it codes for approaching, called P21. So everyone knows that P21 is one of those common biomarkers of aging, but it also is not necessarily strictly limited to aging. And what we’ve found is that there are two mRNAs that are made from that gene, that had been known before. We looked at these two mRNAs separately and found that one of them, which is called the variant 2, is a better marker of senescence and aging than the other mRNA. And that gives us a little bit of a edge in trying to unambiguously identify senescent cells in vivo and even in culture.

So the importance of this work is that it helps refine our ways of identifying these cells. We now know that these cells are important in aging, certainly in mice, probably in humans as well. So with this group of mine, many of which come from Spain or France or Russia, many of them contributed to refining this marker and allowing us to be able to have a better way of having some confidence that a senescent cell is indeed senescence.

And I can stop here.

Click here to read the full study published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

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Trending With Impact: Epigenetic Shifts, Aging, and Disease

Researchers from Harvard University and the Broad Institute wrote a theory article, published by Aging in 2021, and entitled, “Shifting epigenetic contexts influence regulatory variation and disease risk.”

Figure 1. Cross-tissue accessibility.
Figure 1. Cross-tissue accessibility.

The Trending with Impact series highlights Aging publications that attract higher visibility among readers around the world online, in the news, and on social media—beyond normal readership levels. Look for future science news about the latest trending publications here, and at Aging-US.com.

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From birth to advanced age, chemical changes occur which affect the genetic material in human cells comprising chromosomes—known as chromatin. These nongenetic changes, otherwise referred to as epigenetic aging, accumulate with age and impact transcriptional programs. From growth and development to adulthood, these changes can denote shifting epigenetic contexts. 

“Shifting epigenetic contexts influence regulatory variation and disease risk”

There is a considerable amount of evidence that suggests a causal relationship between changes in epigenetic state and cell aging. Curiously, researchers have repeatedly observed similar epigenetic changes occurring across different cell and tissue types, throughout different stages of life. These potentially synchronized changes may implicate mechanisms of the aging process.

“Together, these findings suggest that a central trajectory for epigenetic state that reflects innate aging processes may exist [20], upon which extrinsic and cell-type effects are layered.”

In 2021, researchers from Harvard University and the Broad Institute wrote a theory article that was published in Aging’s Volume 13, Issue 12, and entitled, “Shifting epigenetic contexts influence regulatory variation and disease risk.” The authors described common epigenetic trends throughout human growth, development, and aging. They also aimed to show how changing epigenetic contexts may influence the behavior of evolutionary forces and risk of genetic disease. 

FETAL TO ADULT EPIGENETIC SHIFTS

The researchers point out that in order to better understand the contribution of epigenetic changes to disease and aging, it is important to understand the developmental changes that occur between fetal and adult tissues, and their interaction with epigenetic aging.

“Furthermore, these fetal to adult epigenetic shifts can be compounded by additional modifications through aging-associated epigenetic changes.”

Characterizing these epigenetic trends and examining their potential interaction with later-in-life epigenetic aging were main goals of this study. In order to do this, the researchers defined genomic regions where, over the course of development and aging, chromatin accessibility consistently shifts. Chromatin can be broadly classified in either of two epigenetic states: activating or repressing modifications. These states refer to chromatin accessibility and the increased or decreased ability of DNA to access gene-regulatory machinery, such as transcription factors. The authors note that they used an accessibility-based definition of epigenetic context, and that there are other marks of epigenetic changes (e.g. methylation, and etc.) that are not captured by this definition.

“Epigenetic marks established during development can persist into adulthood [9], but they do so in the context of shifts in epigenetic states (see below) as tissues transition into their adult forms and functions.”

CONCLUSION

The researchers utilized genome-wide association study (GWAS) datasets to find that gene variants in adult tissues gaining nearby accessibility have stronger associations across a number of aging-related diseases, including neoplasms, arthritis, and atherosclerosis.

“In other words, it is the change in epigenetic context that modifies the regulatory potential of these variants, and this has direct impacts on individual associations with multiple diseases.”

Among their many findings, the researchers explain that the regulatory sequences which are most active during development are subject to strong negative selection later in life. 

“We utilize our findings to propose a model for how evolutionary forces may have acted at these loci in humans, and how these forces in turn influence the distribution of mutations conferring heritable disease risk across a number of age-associated pathologies.”

Click here to read the full theory article, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

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Behind the Study: COVID-19 and Chronological Aging

Dr. Michael P. Lisanti from The University of Salford describes his 2020 paper published by Aging, entitled, “COVID-19 and chronological aging: senolytics and other anti-aging drugs for the treatment or prevention of corona virus infection?

Researchers explain their studies that were published in Aging

Behind the Study is a series of transcribed videos from researchers elaborating on their recent oncology-focused studies published by Aging. A new Behind the Study is released each Monday. Visit the Aging YouTube channel for more insights from outstanding authors.

Hi, I’m professor Michael Lisanti and I’m the Chair of Translational Medicine at the University of Salford, and today I want to talk about our new prospective article, which links COVID-19 and chronological aging, and is focused on potential treatments and prevention strategies. I got interested in this topic because there seems to be an association between COVID-19 fatalities and aging, especially in patients with advanced chronological age. Patients over 65, and their 70s and 80s, are more likely to have increased morbidity and mortality. And so, I thought there may be a link there, between aging and senescence and the viral replication, as well as the potential therapy.

What I’d like to highlight about this particular article is that it proposes potential treatment strategies as well as prevention strategies. The reason is because it appears that this disease, the virus itself, may target senescent cells and senescent cells have been rewired to increase protein synthesis and also to increase the secretion of inflammatory mediators, which is known as the SASP, the senescence-associated secretory phenotype.

And so, one idea would be to use drugs that are senolytics. Senolytics are drugs that target and lyse senescent cells, but also to use protein synthesis inhibitors. The reason is because proteins synthesis inhibitors and senolytic drugs would prevent viral replication, which would reduce viral transmission. And so this could be used as a preventative strategy. I’ll just give you a couple of examples. If you have a drug which is an FDA-approved protein synthesis inhibitor, it should inhibit the secretion of inflammatory mediators, like IL-6. It should inhibit the fibrosis by preventing the secretion and production of collagen. And most importantly, the virus is also made of protein, so if you have a protein synthesis inhibitor, it will also inhibit viral replication.

Figure 1. What is the relationship between COVID-19 and advanced chronological age?
Figure 1. What is the relationship between COVID-19 and advanced chronological age?

There are three drugs I’d like to mention in particular. One is azithromycin, which is a senolytic. The others are also protein synthesis inhibitors, like doxycycline and rapamycin. All three have been shown to reduce IL-6 production because of their inhibition of protein synthesis activity. And also, all three of them have been shown to inhibit viral replication, not specifically of COVID 19, but since this effect on protein synthesis is a generalized effect, it should work for any virus. For example, azithromycin has been shown to inhibit the replication of Zika virus and Ebola virus, doxycycline has been shown to inhibit the replication of dengue virus, and rapamycin, which is another protein synthesis inhibitor with anti-aging properties, has been shown to inhibit replication of the HIV virus.

So, it seems to me that it’s a no-brainer that we should be repurposing FDA-approved drugs that are protein synthesis inhibitors, both for prevention, to prevent the inflammation fibrosis that’s occurring that’s killing people with COVID-19, and also to prevent the contagion by inhibiting viral replication. So I think this could provide a very inexpensive way forward because drugs like doxycyclin are only less than 10 cents a day, and could be used, as I said, for both prophylaxis and treatment. But, I think we need to use it early in the disease to prevent the fibrosis and inflammation, which makes them long, very inflexible and unable to expand and contract, and leads them to a fibrotic lung disease, which prevents patient recovery and could explain lethality of the disease.

I would like to directly engage with people to pick this up, to bring this forward as potential clinical trials. These clinical trials could be done directly in healthcare workers because they are the most vulnerable. In addition, they could be done in patients with advanced chronological age, or even with patients that are asymptomatic, that have been identified as the virus-positive. And it would be like a window trial where you would do viral titers first, and then you would give the drug and then you could also look at the viral titers after administering the drugs. So this would be a very easy, straightforward trial.

All the diagnostic tools for COVID-19 have already been identified and perfected, so all we need to do is interject FDA-approved drugs, which are protein synthesis inhibitors, to look at the eradication, the virus. So this would also be a very inexpensive clinical trial. But I would like to engage with infectious disease experts and virologists to help facilitate. Thank you.

Of course, I would like to thank two foundations which have supported our work: The Fox Point Foundation in Canada and The Healthy Life Foundation in the UK for providing the equipment and infrastructure at the University of Salford.

Click here to read the full paper, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

For media inquiries, please contact [email protected].

Aging Is Easily Treatable

In 2018, Dr. Mikhail Blagosklonny wrote a thought provoking theory article, entitled: “Disease or not, aging is easily treatable.”

Figure 1. Relationship between aging and diseases. When growth is completed, growth-promoting pathways increase cellular and systemic functions and thus drive aging. This is a pre-pre-disease stage, slowly progressing to a pre-disease stage. Eventually, alterations reach clinical disease definition, associated with organ damage, loss of functions (functional decline), rapid deterioration and death.
Figure 1. Relationship between aging and diseases. When growth is completed, growth-promoting pathways increase cellular and systemic functions and thus drive aging. This is a pre-pre-disease stage, slowly progressing to a pre-disease stage. Eventually, alterations reach clinical disease definition, associated with organ damage, loss of functions (functional decline), rapid deterioration and death.

The Top-Performer series highlights papers published by Aging that have generated a high Altmetric attention score. Altmetric scores, located at the top-left of trending Aging papers, provide an at-a-glance indication of the volume and type of online attention the research has received.

Read Aging’s Top 100 Altmetric papers.

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Would re-classifying aging as an official disease help fuel the anti-aging drug industry? While many sufficient arguments can place aging in this category, Dr. Mikhail Blagosklonny—Editor-in-Chief at AgingOncotargetOncoscienceand Cell Cycle, and adjunct faculty member at the Roswell Park Comprehensive Cancer Center—believes that classifying aging as a disease is unnecessary and counterproductive.

“It is commonly argued that aging should be defined as a disease so as to accelerate development of anti-aging therapies. This attitude is self-defeating because it allows us to postpone development of anti-aging therapies until aging is pronounced a disease by regulatory bodies, which will not happen soon.”

In 2018, Dr. Blagosklonny wrote a theory article that was published in Aging’s Volume 10, Issue 11, and entitled, “Disease or not, aging is easily treatable.” To date, this top-performing paper has generated an Altmetric Attention score of 54.

“HEALTHY” AGING

In this article, Dr. Blagosklonny emphasizes his theory that human aging is the quasi-programmed continuation of growth and development. He explains that progressive aging later in life results in aberrant systematic hyperfunction, which leads to disease and, eventually, death. 

“Aging is a normal continuation of the normal developmental program, so it is NOT a program but a purposeless, unintended quasi-program [1016].”

Beginning after the growth process, Dr. Blagosklonny segments the aging process into four stages: pre-pre-diseasepre-diseaseclinical disease, and death (see Figure 1). In the early stages of aging, the unseen asymptomatic abnormalities which arise have not yet reached the currently agreed upon clinical definitions of disease. Dr. Blagosklonny explains that “healthy” aging can be interchangeable with “pre-pre-disease” and “pre-disease.”

“‘Healthy’ aging has been called subclinical aging [33], slow aging [18,34] or decelerated aging [35], during which diseases are at the pre-disease or even pre-pre-disease stage.”

TREATING AGING

“Aging is easily treatable.”

Dr. Blagosklonny justifies this instinctually debatable claim simply by pointing out the ways in which humans are already defying aging. Calorie restriction, intermittent fasting, and the ketogenic diet have all been proven to slow aging and extend healthy lifespan. Certain nutrients, conventional drugs, and pharmacological therapies which have shown anti-aging properties include metformin, aspirin, statins, beta-blockers, ACE inhibitors, Angiotensin II receptor blockers (ARB), and (the anti-aging therapy Dr. Blagosklonny is most intrigued by) rapamycin, and other rapalogs. 

“Rapamycin (Rapamune/Sirolimus), an allosteric inhibitor of mTOR complex 1 [63,66], is a natural rapalog as well as the most potent and best studied rapalog.”

Dr. Blagosklonny chronicles numerous studies over the years verifying rapamycin’s life- and health-extending effects in microorganisms, mice, humans, (non-human) primates, and even canines. Read more about the origin and applications of rapamycin.

PREVENTATIVE MEDICINE IS ANTI-AGING

“Gerontologists think of metformin as an anti-aging drug [121130], and metformin can be combined with rapamycin [131].”

In addition to the use of rapamycin and other anti-aging drugs, current preventative medicine strategies can be seen as anti-aging therapies, and vice versa. Dr. Blagosklonny discusses examples of preventative medicine and anti-aging therapy. In one example, patients who present with pre-diabetic symptoms may be treated with metformin to decrease insulin-resistance in advance, in order to prevent diabetes in the future. This is an example of preventative medicine as an anti-aging therapy.

“Physicians generally do not think of metformin as an anti-aging drug, simply because it is expected that life will be extended, if diseases are prevented.”

CONCLUSION

“Aging does not need to be defined as a disease to be treated.”

In conclusion, Dr. Blagosklonny proposes that “aging can be treated as a pre-disease to prevent its progression to diseases.” He suggests that, to preventatively combat disease brought on by aging, rapamycin and conventional life-extending drugs can be combined with “modestly low-calorie/carbohydrates diet, physical exercise, and stress avoidance.”

Click here to read the full theory article, published by Aging.

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Aging is an open-access journal that publishes research papers monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our societies from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.


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Deep Learning Technology Consolidates Wearable Sensor Data

Smart watch / Smartphone

The Top-Performer series highlights papers published by Aging that have generated a high Altmetric attention score. Altmetric scores, located at the top-left of trending Aging papers, provide an at-a-glance indication of the volume and type of online attention the research has received.

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Wearable sensors (smartwatches, smartphones, and other devices) allow users to monitor some biomarkers of their own health with mobile biofeedback technology. In 2019, one-in-five adults in the United States reported regularly using a wearable fitness tracker or smartwatch. Since the COVID-19 pandemic, mobile downloads of health and home fitness apps have increased by 46%—in addition to a boom in wearable sensor use.

“Wearable device motion data have already been used for monitoring acute illnesses including detection of early signs of the outbreak of influenza-like illnesses [28] and COVID-19 [3034].” 

Large quantities of these data are being collected consistently from individual users. This potentially useful information is also being collected from large populations of people living in different countries, working in different occupations, with unique health statuses, and across multiple environmental seasons and stages of life. Wearable sensor data provides an opportunity to conduct large-scale studies that could lead to new global discoveries in aging and disease research.

“In fact, only mobile technology can support large-scale studies involving monitoring of early signs of a disease or measuring recovery rates, all requiring sampling more often than once per week.”

However, there are a number of different manufacturers of wearable sensors, smartwatches, and mobile devices. In addition to the inevitable inaccuracies, such as missing data, outliers, and even seasonal variation of physical activity, there are also varying measurements between devices of different manufacturers. These inaccuracies and variations create inconsistencies when comparing large-scale data from wearable sensors.

“We applied deep learning technology to systematically address these challenges.”

In 2021, researchers from Singapore’s Gero AI and Russia’s Moscow Institute of Physics and Technology authored a paper, published in Aging’s Volume 13, Issue 6, and entitled, “Deep longitudinal phenotyping of wearable sensor data reveals independent markers of longevity, stress, and resilience.” To date, this top-performing research paper has generated an Altmetric attention score of 43

The Study

“We trained and characterized a simple model that learns physical activity patterns from wearable devices, which are directly associated with morbidity risks on the population level.”

Three wearable sensor manufacturers were assessed in this study: UK Biobank, NHANES, and Healthkit. Researchers collected wearable sensor data for physical activity (steps per minute) from 103,830 users over the course of one week and, among 2,599 users, up to two years of data were collected. The team trained and validated a deep learning neural network technology—the GeroSense Biological Age Acceleration (BAA) system—to extract health-associated features from the physical activity recordings.  

“GeroSense BAA model employs additional neural network components to address this domain shift problem to ensure learning device-independent representations of the input signal.”

Conclusion

“We demonstrate that deep neural networks trained to predict morbidity risk from wearable sensor data can provide a high-quality and cheap alternative for BAA determination.”

The researchers explained that the application and wide deployment of their GeroSense BAA system may provide the means to accurately monitor stress and resilience in response to environmental conditions and interventions among people in different populations, countries, and socio-economic groups. 

“We hope that future developments will lead to further applications of AI in geroscience research, public health, and policy decision-making.”

Click here to read the full research paper, published by Aging.

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Aging is an open-access journal that publishes high-quality research papers bi-monthly in all fields of aging research and other topics. These papers are available to read at no cost to readers on Aging-us.com. Open-access journals offer information that has the potential to benefit our communities from the inside out and may be shared with friends, neighbors, colleagues, and other researchers, far and wide.

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