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How Old Are You Really? New Test Calculates Biological Age and Longevity With 90% Accuracy

How Old Are You Really? New Test Calculates Biological Age and Longevity With 90% Accuracy

Yahoo13-05-2025

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You've heard it for years: Age is just a number. But there's been a huge focus lately on biological age, which is how old your cells are. There are a bunch of different ways to calculate this number, including tests you can order online. But researchers have just discovered a new way of calculating your biological age—and they say it's the most accurate one you'll find. It's called the Health Octo Tool, and it uses a slew of different metrics to figure out your biological age.
Meet the experts: David Cutler, M.D., a family medicine physician at Providence Saint John's Health Center in Santa Monica, CA; Parul Goyal, M.D., a geriatrician at Vanderbilt Health in Nashville; Shabnam Salimi, M.D., Ph.D., physician-scientist and an investigator at the University of Washington Medicine Healthy Aging & Longevity Research Institute
Here's why there's so much buzz around it right now, plus why knowing your biological age may help you live longer.
The Health Octo tool is a new health assessment tool that uses several metrics taken from a physical exam and routine lab tests. When used together, it can help determine a person's biological age and predict their risk of disability and death, according to a scientific paper published in Nature Communications.
The tool centers around an aging concept called health entropy, which is how much molecular and cellular damage the body accumulates over time, as well as how that damage impacts organs and bodily systems.
To create the tool, the researchers analyzed data from the Baltimore Longitudinal Study on Aging, analyzing participants' medical history as well as data from physical exams and other medical tests. The researchers also included data from two other large studies on more than 45,000 adults.
The scientists created what they called a Body Organ Disease Number, which was based on the number of organ systems, like the cardiovascular, respiratory, and central nervous systems, that were impacted by disease. They also factored in whether a person had a history of cancer or stroke to get a score between one and 14.
The researchers also created something called a Speed-Body Clock and Speed-Body Age to break down how a person's biological age impacts their walking speed (which is a common measure of function in older people). Also in the mix: Disability-Body Clock and Disability Body Age, which analyzes how getting older impacts the risk of developing cognitive and physical disability.
All of those metrics can be gathered from a person's medical history, physical exam, and test results to calculate a person's aging process.
Ultimately, the researchers say that the Health Octo tool is better than major tests used for assessing biological age, including the frailty index, a widely-used test that looks at a person's susceptibility to age-related health issues. The researchers found that the test can predict the odds of developing disability and death with 90% or higher accuracy.
The Health Octo tool uses some of the same data from existing biological tests, but takes things a step further. Many of the tests that are currently used focus on the impact of certain diseases, but don't consider how those diseases and minor disorders impact a person's overall health, the researchers explained in the paper.
'Health decline is multi-dimensional,' says lead study author Shabnam Salimi, M.D., Ph.D., physician-scientist and an investigator at the University of Washington Medicine Healthy Aging & Longevity Research Institute. 'So, we decided to develop a multi-dimensional health metric that captures intrinsic aging and rate of aging.'
Knowing your biological age has become more of a fun health flex lately, but doctors say it's important to know this number beyond bragging rights. 'There is some value to seeing the things you should be doing,' says David Cutler, M.D., a family medicine physician at Providence Saint John's Health Center in Santa Monica, CA. Meaning, if you know your diet isn't as clean as it should be, and your biological age is older than your chronological age (i.e. how many years you've been alive), it should be a wake-up call to do things differently.
'Biological aging mechanisms underlie accumulation of chronic diseases,' Dr. Salimi says. 'So, translating health to rate of aging can help to better understand biological aging mechanisms and response to interventions that target biological age.'
Parul Goyal, M.D., a geriatrician at Vanderbilt Health in Nashville, agrees. 'Knowing your biological age is a good tool so that patients are more aware of what their health looks like,' she says. 'They can then make proactive, positive changes in their health to be more physically fit and emotionally engaged.'
While Dr. Cutler points out that 'you probably know that you should be doing things differently anyway,' if you're not on top of your health habits, he notes that a higher biological age may motivate some people to make changes. Of course, that doesn't mean that it will. 'Is that going to make people drink less, avoid smoking, and eat better? We don't know,' Dr. Cutler says.
Doctors recommend doing a lot of different things to age in a healthy way, although none are shocking. Here's the advice Dr. Cutler and Dr. Goyal share with their patients:
Eat a healthy, varied diet—ideally the Mediterranean diet.
Limit alcohol or avoid it entirely.
Don't smoke or quit smoking.
Try to be active on a daily basis.
Stay on top of routine healthcare, including cancer screenings.
Wear a helmet when you ride a bike.
Use your seatbelt in the car.
Try to minimize stress in your life.
Focus on getting good sleep.
Try to stay mentally stimulated.
Socialize with friends and family.
Dr. Salimi says that she and her fellow researchers are now working on developing an app to make the Health Octo Tool easier to use.
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New documents give insight into Luigi Mangione's state of mind in the months leading up to the murder of UnitedHealthCare's CEO
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In August 2024, roughly four months before he allegedly shot and killed Thompson in midtown Manhattan, Mangione wrote in his diary: 'I finally feel confident about what I will do. The details are coming together. And I don't feel any doubt about whether it's right/justified. I'm glad-in a way-that I've procrastinated bc it allowed me to learn more about [UnitedHealthcare].' 'The target is insurance. It checks every box,' he continued in the August 15 entry. That summer, Mangione – who had an active social media presence for years – appeared to stop posting online, prompting worried messages from some of his friends. In October, another diary entry reads, '1.5 months. The investor conference is a true windfall. It embodies everything wrong with our health system, and-most importantly-the message becomes self-evident. The problem with most revolutionary acts is that the message is lost on normies.' He then goes on to explain his reasoning for not targeting the health care industry through a bombing, writing that 'innocent' lives would be unaffected by his attack. At the time of that writing, Mangione – the privileged scion of a well-to-do family, high school valedictorian and Ivy League graduate – had reportedly vanished from view of his loved ones. 'Nobody has heard from you in months, and apparently your family is looking for you,' one user posted on X in October, tagging an account belonging to Mangione. 'I don't know if you are okay,' another posted. Mangione allegedly gunned down Thompson on a busy sidewalk as Thompson walked toward a Manhattan hotel hosting his company's investors' conference, authorities said. The suspect appeared to be driven by anger against the health insurance industry and against 'corporate greed' as a whole, according to an NYPD intelligence report obtained by CNN. The previously unreported writings lay bare Mangione's plans to target the insurance industry. Prosecutors argue in the filing that his actions motivated a barrage of threats against health insurance workers and made them worry for their safety. CNN has reached out to Mangione's attorneys for comment. In the months since the fatal shooting of Thompson, Mangione has become a cult-like figure. There has been a massive outpouring of support on social media and at his court appearances from people with deep frustration and anger at the American for-profit health care system. They see the American health insurance industry as broken, overly expensive and quick to deny coverage. The majority of insured US adults had at least one issue with their health insurance within the span of a year, including denial of claims, according to a survey released in June 2023 by nonprofit health policy research group KFF. A legal defense fund in support of Mangione has raised more than $1 million as of Wednesday. In the diary entries, Mangione – who allegedly used a ghost gun to carry out the killing of Thompson – criticizes bombers: 'They commit an atrocity whose horror either outweighs the impact of their message, or whose distance from their message prevents normies from connecting the dots.' In the October 22 entry, Mangione went on to ask, 'Do you bomb the HQ? No. Bombs=terrorism. Such actions appear the unjustified anger of someone who simply got sick/had bad luck and took their frustration out on the insurance industry, while recklessly endangering countless employees.' Instead of carrying out a bombing, targeting the CEO at the conference is 'targeted, precise and doesn't risk innocents,' adding that it would bring light to the event and the 'greed' of its attendees. He also appears to reference the Unabomber, Ted Kaczynski, calling such attacks 'counter-productive' because they would lose public support. 'Normies categorize him as an insane serial killer, focus on the act/atrocities themselves, and dismiss his ideas,' Mangione writes. 'And most importantly—- by committing indiscriminate atrocities he becomes a monster, which makes his ideas those of a monster, no matter how true. He crosses the line from revolutionary anarchist to terrorist-the worst thing a person can be.' Mangione's intentions to target the insurance industry were made clear by the writings, which prosecutors say prove that he committed first-degree murder in furtherance of terrorism, the Wednesday filing states. UnitedHealthcare became a symbol of the health insurance industry that Mangione aimed to abolish, prosecutors said. 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The killing of the husband and father of two struck fear in C-suites across the country, as an NYPD intelligence report obtained by CNN warned online rhetoric could 'signal an elevated threat facing executives in the near-term.' Mangione inspired some individuals to partake in a 'broader campaign of threats of violence' against UnitedHealthcare employees and other health insurance workers, the document says. In the aftermath of Thompson's killing, threats had been aimed at other UnitedHealthcare executives and employees also reported feeling unsafe, prosecutors said. UnitedHealthcare doctors sending out denial letters to customers feared for their safety, requesting that they not be required to sign their names to the letters, prosecutors said. Some physicians quit their jobs out of fear of retribution. The company advised employees not to wear company branded clothes, and online threats prompted it to pull pictures of senior executives from its website, the filing states. 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New documents give insight into Luigi Mangione's state of mind in the months leading up to the murder of UnitedHealthCare's CEO
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FacebookTweetLink Follow Diary entries written by Luigi Mangione reveal the now 27-year-old's detailed thinking ahead of the alleged killing of UnitedHealthcare CEO Brian Thompson last year, a new court filing shows. A red notebook was recovered by police at the time of his December 9 arrest at a McDonald's in Altoona, Pennsylvania. In diary writings contained in that notebook, Mangione vents about his frustrations with the health insurance industry and his intent to carry out an attack. The entries also shed light on Mangione's focus on the court of public opinion and how he intended to gain widespread support through the alleged killing. The new filing from the Manhattan District Attorney's Office is a response to a motion filed last month by Mangione's defense team seeking to stay or dismiss the New York case against him. Mangione has pleaded not guilty to all federal and state charges against him. In August 2024, roughly four months before he allegedly shot and killed Thompson in midtown Manhattan, Mangione wrote in his diary: 'I finally feel confident about what I will do. The details are coming together. And I don't feel any doubt about whether it's right/justified. I'm glad-in a way-that I've procrastinated bc it allowed me to learn more about [UnitedHealthcare].' 'The target is insurance. It checks every box,' he continued in the August 15 entry. That summer, Mangione – who had an active social media presence for years – appeared to stop posting online, prompting worried messages from some of his friends. In October, another diary entry reads, '1.5 months. The investor conference is a true windfall. It embodies everything wrong with our health system, and-most importantly-the message becomes self-evident. The problem with most revolutionary acts is that the message is lost on normies.' He then goes on to explain his reasoning for not targeting the health care industry through a bombing, writing that 'innocent' lives would be unaffected by his attack. At the time of that writing, Mangione – the privileged scion of a well-to-do family, high school valedictorian and Ivy League graduate – had reportedly vanished from view of his loved ones. 'Nobody has heard from you in months, and apparently your family is looking for you,' one user posted on X in October, tagging an account belonging to Mangione. 'I don't know if you are okay,' another posted. Mangione allegedly gunned down Thompson on a busy sidewalk as Thompson walked toward a Manhattan hotel hosting his company's investors' conference, authorities said. The suspect appeared to be driven by anger against the health insurance industry and against 'corporate greed' as a whole, according to an NYPD intelligence report obtained by CNN. The previously unreported writings lay bare Mangione's plans to target the insurance industry. Prosecutors argue in the filing that his actions motivated a barrage of threats against health insurance workers and made them worry for their safety. CNN has reached out to Mangione's attorneys for comment. In the months since the fatal shooting of Thompson, Mangione has become a cult-like figure. There has been a massive outpouring of support on social media and at his court appearances from people with deep frustration and anger at the American for-profit health care system. They see the American health insurance industry as broken, overly expensive and quick to deny coverage. The majority of insured US adults had at least one issue with their health insurance within the span of a year, including denial of claims, according to a survey released in June 2023 by nonprofit health policy research group KFF. A legal defense fund in support of Mangione has raised more than $1 million as of Wednesday. In the diary entries, Mangione – who allegedly used a ghost gun to carry out the killing of Thompson – criticizes bombers: 'They commit an atrocity whose horror either outweighs the impact of their message, or whose distance from their message prevents normies from connecting the dots.' In the October 22 entry, Mangione went on to ask, 'Do you bomb the HQ? No. Bombs=terrorism. Such actions appear the unjustified anger of someone who simply got sick/had bad luck and took their frustration out on the insurance industry, while recklessly endangering countless employees.' Instead of carrying out a bombing, targeting the CEO at the conference is 'targeted, precise and doesn't risk innocents,' adding that it would bring light to the event and the 'greed' of its attendees. He also appears to reference the Unabomber, Ted Kaczynski, calling such attacks 'counter-productive' because they would lose public support. 'Normies categorize him as an insane serial killer, focus on the act/atrocities themselves, and dismiss his ideas,' Mangione writes. 'And most importantly—- by committing indiscriminate atrocities he becomes a monster, which makes his ideas those of a monster, no matter how true. He crosses the line from revolutionary anarchist to terrorist-the worst thing a person can be.' Mangione's intentions to target the insurance industry were made clear by the writings, which prosecutors say prove that he committed first-degree murder in furtherance of terrorism, the Wednesday filing states. UnitedHealthcare became a symbol of the health insurance industry that Mangione aimed to abolish, prosecutors said. He was not insured by UnitedHealthcare from 2014 to 2024, prosecutors say, but at the time of his arrest, Mangione allegedly had a handwritten notebook that expressed 'hostility toward the health insurance industry and wealthy executives in particular,' according to a federal complaint. 'Having no business relationship with them, he chose UHC solely because they were the largest health insurance company and one of the country's largest companies by market cap,' the new filing said. Notably, three 9mm shell casings from the crime scene had the words 'delay,' 'deny' and 'depose' written on them, the NYPD has said, an apparent nod to a 2010 book critiquing insurance industry tactics. Mangione hoped the alleged killing would intimidate health insurance employees, cause the public to focus on greed in the health insurance industry and prevent investors and financial analysts from investing in the industry, according to the filing. The killing of the husband and father of two struck fear in C-suites across the country, as an NYPD intelligence report obtained by CNN warned online rhetoric could 'signal an elevated threat facing executives in the near-term.' Mangione inspired some individuals to partake in a 'broader campaign of threats of violence' against UnitedHealthcare employees and other health insurance workers, the document says. In the aftermath of Thompson's killing, threats had been aimed at other UnitedHealthcare executives and employees also reported feeling unsafe, prosecutors said. UnitedHealthcare doctors sending out denial letters to customers feared for their safety, requesting that they not be required to sign their names to the letters, prosecutors said. Some physicians quit their jobs out of fear of retribution. The company advised employees not to wear company branded clothes, and online threats prompted it to pull pictures of senior executives from its website, the filing states. Meanwhile, the company's call center received a slew of death threats, the filing said. 'You are gonna hang,' one caller said. 'That means that the killing of Brian Thompson was just a start. There are a lot more that are gonna be taken out. The only question is whether you're gonna be their collateral damage when its done or not.' Police were hired to protect the company's headquarters in Minnesota. Threats were also made to employees at the company's New York City office. Forty company executives received personal security, with one executive who received threats dying her hair and moving into another home out of fear for her safety, according to the filing. Other health insurance executives, including Emblem Health's CEO, were also targeted. Posters were put up outside the company's headquarters with the CEO's picture that read 'Health Care CEOs should not feel safe. Deny, Defend Depose.' The killing 'demonstrated his concerted effort to broadcast his message of ideological intimidation as broadly and loudly as possible,' prosecutors said. CNN's Kara Scannell, Zoe Sottile, Lauren del Valle and Michelle Watson contributed to this report.

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