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Samsung reverses big S Pen change for Galaxy S27 Ultra after bold experiment fails
Samsung has backed away from one of its more ambitious S Pen experiments for next year’s Galaxy S27 Ultra, choosing to stick with its long-standing digitizer-based input system after testing a radically thinner alternative. According to ETNews, Samsung had been exploring a new pen technology that could eliminate the digitizer layer inside the display. The […]
One dead after shooting at Last Call Sports Bar in Jackson
One person is dead after a shooting at Last Call Sports Bar early Sunday morning.
Column: Accessing mental health support shouldn’t require a walk across campus
"While well-intentioned universities have developed mental health support systems, they are poorly designed to meet students’ needs."
Alvaro Folgueiras hits game-winner to lift Iowa past No. 1 Florida, into first Sweet 16 since 1999
Florida's hopes at back-to-back national titles are gone.
Arizona Diamondbacks Spring Training Gameday Thread, #30 @ Padres
Roster moves The Arizona Diamondbacks made the following roster moves and have 33 players in camp. Optioned to Triple-A Reno: Reassigned to Minor League camp: The first of these is a bit of a surprise. Only yesterday, I was noting how Abner seemed to have the inside track for left-handers job, after the recent meltdowns […]
Jerry Hanlon, longtime Michigan football coach, dies at 96
"Michigan Athletics has lost one of the finest ambassadors and mentors our football program has ever known," U-M AD Warde Manuel said in a statement.
Alcaraz eyes clay court season after early Miami exit
World number one Carlos Alcaraz remained confident his game is improving despite a third-round exit at the Miami Open, and after a few days to reset he'll be turning his attention to the clay court season.My mind right now is to take some days off, to reset my mind, reset the batteries, be ready and in good shape for the clay season."
Hackaday Links: March 22, 2026
On Friday, Reuters reported that Amazon is going to try to get into the smartphone game…again. The Fire Phone was perhaps Amazon’s biggest commercial misstep, and was only on the market…
Why Have Patriots Not Done More To Address Pass Rush?
The New England Patriots had just 35 sacks last season, ranking near the bottom of the league in the regular season.
Your Thymus and Your Healthspan
Our thymus gland plays a central role in the development or our immune system, specifically for supporting T cell development (how these cells got their name, maturation and differentiation in the thymus) and discriminating between self and foreign, non-self antigen proteins with production of dendritic cells. As we age, our thymus gland shrinks—the process known as involution—with progressive change from spongy to fatty tissue, with loss of functionality. But this process, with respect to timeline and extent, markedly varies from one person to the next. And to make things even more complicated, our thymus gland anatomy and precise location in the chest also is highly variable. So the famous Frank Netter diagrams from the 1960s (such as at left below) don’t capture the remarkable heterogeneity that a random set of 12 chest CT scans (below at right). What I consider as 2 landmark papers in Nature this week (here and here) used AI to quantify health of the thymus in 2 large cohorts, and then correlate the metric to a broad array of health outcomes. In this edition of Ground Truths, I’m going to cover three questions: (1) How was thymus health determined by AI?; (2) How is thymus health linked to key clinical outcomes? and (3) Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? Subscribe 1. How was thymus health determined by AI? This was accomplished by extensive work developing and validating an AI pipeline for 2 stages, the first for localization and segmentation of the thymus bed, and the second to quantify a digital marker, termed the thymic health score. There’s a lot to this algorithmic development, so I won’t go into all the details, but just provide a rudimentary outline of what was done. The 1st stage used supervised learning with 2 radiologists reviewing 2,461 chest CT scans. That work trained a 3D U-Net model to automatically identify the thymic bed’s 3D cropped region using center of mass coordinates, which reached 99.8% accuracy. The 2nd stage used a foundation model that was pre-trained with SwAV (which stands for Swapping Assignment between multiple Views), a self-supervised model, that generated a high-dimensional thymus representation of 4,096 features. That compares to the radiology reductionist and subjective scoring of 0 to 3 where 0 means the thymus is fully degenerated and fatty, and 3 is considered dense, intact glandular soft tissue. Notably, the self-supervised learning (SSL) performance was superior to supervised (AUC ~0.75 vs 0.55, respectively) reflecting the shallowness of the 0-3 classifier vs SSL’s holistic, self-taught AI. The thymic health score ranged from 0 to 100, with the highest number indexed to fully preserved thymic health. The algorithmic work extended to explainability with both Shapely value distribution, meaning the model was holistic not relying on any “magic” pixel, and occlusion sensitivity, demonstrating the model’s performance was not affected by ribs, sternum, lung tissue, but rather focused on the thymic bed directly. Below are a few saliency maps from the occlusion sensitivity that indicate the thymic bed focus, not affected by neighboring structures, using the jet color scale. Now the AI was ready for processing ~25,000 CT scans, each over 30 MB files, from the 2 large participant cohorts to provide a thymic health score, it did so in less than 14 hours, which is less than 2 seconds per scan! Share 2. How is thymus health linked to key clinical outcomes? The two cohorts were the National Lung Screening Trial, NLST (N=25,031) and the Framingham Heart Study, FHS (N=2,581) each with baseline demographics and long term follow up of >12 years for health outcomes. From the NSLT, you can see below that increased age and body-mass index were correlated to reduced thymic health. And, overall, men had reduced thymic health scores compared with women. There are a lot of graphs in the paper for outcomes, for both the NLST and FHS cohorts. To simplify the major outcomes, below is a composite Figure with striking reduction of all-cause mortality and for the different causes of death. The results were consistent between the 2 cohorts. For example, the cardiovascular mortality hazard ratio average was 0.57 in NLST and 0.38 in FHS (weighted to be 0.53 for the aggregate). The reduction of mortality also extended to digestive diseases and pulmonary disease (data not shown below). Lung cancer incidence was reduced by 36% for high vs low thymic health (Figure below, with a panel -incidence and b panel-mortality, adjusted for age, sex, BMI, smoking status). Notably, there was a smoker’s paradox: lower incidence and improved survival for lung cancer in smokers who had a high thymus health score. Smoking was associated with lower thymic scores whereas alcohol was not. Higher thymic health was linked to higher HDL cholesterol, lower triglycerides, lower fasting blood glucose, and lower systolic and diastolic blood pressure. Inflammation biomarkers, such as C-reactive protein and interleukin-6, were elevated in the people with lower thymic health scores. In their second paper, the same team looked at the relationship between thymic score and outcomes for 3,476 patients receiving cancer immunotherapy. The non-small cell lung cancer progression-free survival was reduced in patients with low thymic health score. A parallel relationship for survival was seen for other types of cancer including melanoma, breast, and kidney with a 44% lower risk among high thymic scores (Figure). A similar pattern was seen with different immune checkpoint inhibitors. The thymus health score outperformed programmed death ligand-1 (PD-L1)and tumor mutation burden (TMB) assay of the tumor and was an independent prognostic marker of progression-free survival. In this dataset, a direct connect with thymus score and adaptive immune function was noted with a correlation before cancer treatment for both T-cell diversity and thymus T-cell production (a metric known as T cell receptor excision circles). Thymus Removal Study There is a highly relevant citation about thymus function before moving onto ways to rejuvenate it. In 2023, a very important study of thymus removal during cardiothoracic surgery was published, with 1146 patients undergoing thymus removal vs 1146 matched controls (mean age 55 years). The adverse outcomes for thymus removal were striking, with a 2.9 higher risk of all-cause mortality and doubling of cancer incidence, 1.5 fold increase in cancer mortality, and 1.5-fold increase in autoimmune diseases. The immune function showed marked compromise after thymus removal, as reflected by CD4+ and CD8+ T cells (Figure below) Share Ground Truths 3. Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? In recent months we’ve learned a lot about the process of thymus involution and the pathways by which this may be modulated. Thymus involution is primarily due to loss to thymus epithelial cells (TECs) and there are 2 subtypes with different functions: the cortical, responsible for positive selection of T cells, and the medullary, for negative selection. When adipose tissue infiltrates the thymus, thymic adipocytes are pro-inflammatory, knocking out T-cell output. Likewise, systemic inflammation, or “inflammaging,” from smoking, obesity, and chronic stress promote thymic adipocytes. Now, from preclinical studies, we know about key pathways that account for these processes. Historically, back in 2014, FOXN1 was recognized as a single master transcription factor essential for TEC function, with studies in mice with forced FOXN1 upregulation leading to thymus regeneration. That laid the foundation for potential regrowth of quiescent thymus cells. It took awhile to find pathways to accomplish this goal and to even refute its role as the master regulator. The Liver-Thymus Axis Feng Zhang and his team recently showed that injection of an mRNA vaccine to the liver encoding DLL1, IL-7 and FLT3-L in combination, factors known to support thymopoiesis (Figure), successfully enhanced immune function in aged mice. However, the effect was transient. The FGF21 Story Two reports in 2025 addressed the thymus gland’s production of FGF21, a growth factor (fibroblast growth factor 21) and its control of thymus involution. This growth factor is also produced by the liver, but it doesn’t have impact on the thymus in aged rodent models. In contrast, The liver’s hepatocyte growth factor (HGF) has been shown to reverse senescent TEC structural changes. Growth hormone stimulates production of insulin growth factor-1 (IGF-1) in the liver and the thymus. Two small studies in human participants (TRIIM, for Thymus Regeneration, Immunorestoration, and Insulin Mitigation) of 6 and 50 people, respectively, treated with combined human growth hormone, metformin and DHEA, suggested the potential of slowing epigenetic aging and improving thymus mass and function. But the combination of drugs, small sample, and lack of controls make conclusions murky. Increased thymus FGF21 led to increased CD8 T cells in old mice and extended healthspan and improved physical performance. Building on the previous FOXN1 data, ablation of β-klotho, the obligatory co-receptor for FOXN1, accelerated thymic aging. The benefit to FGF21 was confirmed in a companion paper using an FGF21 knock-in mouse model showing thymus enlargement and increased TECs throughout the lifespan. (schematic Figure below). The accompanying editorial for these 2 papers speculated: “The proposed link between age-associated thymus involution and organismal aging is intriguing, and suggests we might seek to achieve systemic rejuvenation by counteracting thymic involution.” Other Factors Lessons from the Axolotl (Mexican Salamander) In an elegant set of experiments of the axolotl (Figure), known for its complete thymus regeneration after total surgical removal, mediators were identified. Surprisingly FOXN1 was dispensable. But midkine, a growth factor, appeared to be the driver, the initiator of thymus cell growth, survival, and repair. Other components that contributed were Postn+ (periostin-expressing mesenchymal niches) and Ccl19, a chemokine protein from the bloodstream. RANK and RANKL RANK (receptor activator of nuclear factor κB its ligand (RANKL) have been considered key regulators of medullary TECs. In a study of both aged mice and human thymus cell cultures, their key role was confirmed, with multiple benefits of resorting TEC function, recruitment of progenitor cells, and T cell development. Subscribe Summing Up This body of work strongly supports the health of the thymus gland as a critical regulator of human healthspan, not just a correlate or link. The new landmark studies are reinforced by the regenerative biology experimental models that have shown, via an array of mediators, that healthspan of aged mice is at least in part dependent on thymus gland function and its critical role for maintaining adaptive immunity. It sure seems that we’d be better off having an immune reservoir of naive T cells instead of a profile in older adults of exhausted, low quality, memory T cells, with a senescent phenotype. It is striking that we ignored the importance of the thymus gland for many decades. A wake-up call was the results of the thymectomy matched control study reviewed here, with the opposite of high thymic health score improved health outcomes. The convergence of AI and healthspan here is notable. The exceptional and laborious work for developing and validating (no less explaining) the AI to quantify thymus health set the foundation for probing the connect the major health outcomes in two cohorts with extensive follow-up. We’ve never had a way to meaningfully quantify the thymus gland before, so this represents important leverage of supervised, self-supervised, and transformer models. The study wouldn’t have been possible without AI. And it begs the question as to whether there are ways we can maintain our thymus at a high health score. But it’s not so simple to rejuvenate our thymus. There are multiple risks including the induction of autoimmunity, increasing the risk of cancer, and inducing a pro-inflammatory state. For example, factors that increase TEC proliferation could compromise the medulllary negative selection process and leak out auto-reactive (self-attacking) T cells. Thymic cells could be induced to proliferate, but we know, for example, that growth hormone and IGF-1 are associated with an increase risk of cancer. If thymus rejuvenation doesn’t clear out the accumulated senescent cells in older adults, then inflammation within the gland could block the production of TECs. Keeping these risks in mind, we now have identified many ways to keep our thymus healthy as we age that undoubtedly will be tested in clinical trials going forward. Ultimately, the benefit-to-risk tradeoffs will be defined. In the meantime, we have desperately needed an immunome. As I’ve stressed in multiple prior Ground Truths, we have no test in the clinic to assess a patient’s immune status! It was very encouraging for me to get an email from Hugo Aerts, the senior author of the landmark papers in the days after they were published: “I also wanted to say that your Substack on “Why We Need an Immunome” was inspiring for this work. We found it a very compelling perspective and greatly enjoyed reading it.” Just having an assessment of a person’s immune status via a chest CT scan, with millions of these performed per year, might help in guiding the right immunotherapy for cancer (e.g. more intensive, combinations for those with low thymic health scores) and help define people who are increased risk for age-related diseases of cancer, cardiovascular, and neurodegenerative. The main theme of Super Agers is that we now have many layers of data (genetics, proteins, biomarkers, organ clocks that can be integrated via multimodal AI) for us to define a person’s specific risk decades before one of these age-related diseases leads to symptoms, enabling prevention. From the new studies this week, we can add thymus health score as yet another way to understand a person’s risk, a window into their adaptive immune system and healthspan. And perhaps someday we will be able to safely rejuvenate the thymus, or maintain its health through one’s life, and use the thymus health score to monitor. NB: I wrote this post (No A.I.) A Quick Poll Loading... ********************************************************************* Thanks to Ground Truths subscribers (now > 200,000) from every US state and 212 countries. Your subscription to these free essays and podcasts makes my work in putting them together worthwhile. Please join! If you found this interesting PLEASE share it! Share Ground Truths Paid subscriptions are voluntary and all proceeds from them go to support Scripps Research. They do allow for posting comments and questions, which I do my best to respond to. Please don’t hesitate to post comments and give me feedback. Let me know topics that you would like to see covered. Leave a comment Many thanks to those who have contributed—they have greatly helped fund our summer internship programs for the past two years. It enabled us to accept and support 47 summer interns in 2025! We aim to accept even more of the several thousand who will apply for summer 2026.
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Oscar-Winning Alumnus Returns to Pasadena’s ArtCenter for Entertainment Design Expo
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In Maine’s marquee Senate primary, Janet Mills reaches out to women by raising Graham Platner’s online past
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Burcum: UCare collapsed. The Legislature needs to ask why.
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Game Preview: Carolina Hurricanes @ Pittsburgh Penguins 3/22/2026
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White House navigates vaccine politics, midterm risks in CDC director search
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One All-in-One AI Platform, Endless Business Possibilities for Just $85
1min.AI combines writing, images, and video.
Franklin Templeton CEO Jenny Johnson on the values needed to keep a billion-dollar business in the family
Jenny Johnson is CEO of $12 billion family-run asset management business Franklin Templeton, which oversees nearly $2 trillion in assets. Growing the company and succeeding in the role took everyone in the family, including herself, putting their egos aside.
ChatGPT Took a Science Exam Designed by College Professors and Scored a Low D, and That Should Worry You
Confident. Clear. But a new study suggests ChatGPT's polished tone might be masking something far more troubling about how it actually reasons.
iPhone 18 Pro camera may come with pro software, Apple considered buying Halide
Two months ago, Halide cofounder and designer Sebastiaan de With made a surprise announcement that he was joining Apple’s design...
Apple Wanted to Buy Halide to Boost iPhone 18 Pro's Camera App—Now There's a Lawsuit
Apple's plans to enhance the iPhone 18 Pro's Camera app led it to consider acquiring Halide, but the talks ultimately collapsed and were followed by a fierce legal dispute between the startup's co-founders, according to The Information reports. In the summer of 2025, Apple reportedly held discussions to acquire Lux Optics, the developer behind the popular iPhone camera apps Halide, Kino, and Spectre.
1 person hurt, multiple detained after overnight shooting in Surprise
An overnight shooting has left one person in the hospital in the West Valley on Saturday morning.
These are my favorite budget-friendly iPhone 17e accessories
Best budget accessories for iPhone 17e: cases, chargers, MagSafe gear, AirPods, and more to upgrade your setup for less.
Apple TV Is Now Almost 20 Years Old
The Apple TV is now almost two decades old amid rumors of the announcement of a new model. Today marks 19 years Apple launched the original Apple TV. Apple CEO Steve Jobs unveiled the Apple TV at Macworld Expo in January 2007 alongside the original iPhone, but it didn't launch until March. The Apple TV was initially previewed as the "iTV". The device allowed users to wirelessly stream movies, TV shows, music, and photos from their Mac or PC directly to their TV.
For decades, no one listened to him… today his theory about the origin of life is intriguing scientists - Futura-Sciences
When Tibor Gánti passed away at the age of 75 on April 15, 2009, he remained largely unknown. Much of his career unfolded behind the Iron Curtain, which divided Europe for decades and limited the exchange of scientific knowledge. While his theories gained some attention during the communist era, today...
NASCAR All-Star Race Fan Zone entertainment announced at Dover Motor Speedway
From a giant rubber duck to live stunts and interactive games... the Fan Zone at Dover Motor Speedway is set to bring high-energy, family-friendly fun to race weekend.
UFC Fight Night odds, lines, predictions, time: Evloev vs. Murphy picks from proven MMA expert
Expert Kyle Marley reveals his UFC Fight Night best bets for the March 21 London card on Paramount+
Former Dallas Cowboys wide receiver announces retirement from the NFL
A former Dallas Cowboys wide receiver who spent one season with the team and 10 more with the Indianapolis Colts have announced his retirement from the NFL.
Big money flows into state attorney general races as legal battles shape American politics
There are races in 30 states this year for attorney general, and groups that support those candidates prepared for the elections by raising record amounts in 2025.
Big money flows into state attorney general races as legal battles shape American politics
There are races in 30 states this year for attorney general, and groups that support those candidates prepared for the elections by raising record amounts in 2025.
Big Money Flows Into State Attorney General Races as Legal Battles Shape American Politics
With control of Congress on the ballot in November, state attorney general races can get lost in the shuffle. But just outside the election spotlight, there are partisan groups, corporate interests and advocacy networks revving up campaigns for offices that are playing a growing role in American ...
MAGA says the SAVE America Act is crucial. A new poll shows Americans don’t agree
To hear some prominent MAGA voices tell it, the marathon Senate debate over the “SAVE America Act” is an existential one for the Republican Party. But the urgency to pass the legislation is not felt by Americans more widely.
iPhone spyware is everyone's problem now
Anyone with an iPhone can now be the target of invasive malware that siphons off personal texts, call histories and calendar data.
Sign on shuttered Keizer store accuses Bricks & Minifigs of Lego theft
A dispute over what was once dubbed "one of the largest collections of Star Wars Lego figures in the world" led to a Keizer Police investigation.
Vanderbilt's Mikayla Blakes is a scoring machine. What to know about her in March Madness
Mikayla Blakes is the fastest player in Vanderbilt history to reach 1,000 career points, hitting the milestone in 42 games.
Community's Choice Awards spotlight: Affiliated Dermatologists
Milwaukee Top Choice Community’s Choice Awards nominations are almost done. Don’t ghost your favorite local businesses.
Inside Fidji Simo's quest to make OpenAI profitable
Nearly 8 months into her job as OpenAI's CEO of Applications, Fidji Simo must start minting money while convincing staffers the mission hasn't changed.
You’ve Lost Your Health Insurance. It Shouldn’t Have Been a Surprise.
You would think you’d get texts, emails, phone calls and letters if your insurer was about to drop you. But you may be wrong.
This tool puts ChatGPT, Gemini, Grok, and more AI models in one place
Stop wasting time switching tabs.
'Not a done deal': Democrats start to sweat over Virginia's redistricting referendum
The unique nature of the April special election and the state's recent redistricting history have presented challenges for Democrats, even as they hold a financial edge in the race.
Manheim Township grad shines a light on nurses in documentary series
When she was 13 years old, Lancaster native Carolyn Jones gave up her violin for a Pentax 35 camera.
Vaz and Tsimikas to start vs Lecce
Good attacking depth and a knack for jostling opponents. Plus, an assist and a penalty won. It may not have been enough to eliminate Bologna from the Europa League, but it might have been enough to co...
Your 2026 NCAA Basketball Tournament Viewing Guide: March 21, 2026
Bummed about only one men’s tournament game at a time for 6 hours today? THAT’S WHAT THE WOMEN’S TOURNAMENT IS FOR!
🗞️Today's headlines: Joan García, academy talent and much more
The call from Luis de la Fuente to Barça’s goalkeeper is one of the top stories of the day on this football-filled Saturday.A great weekend is approaching ahead of an international break, where the...