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Jacob Misiorowski's velocity intact, strikeouts down so far in playoffs
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Oct 23 • 12:03 AM EDT • Sports • sports.yahoo.com
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Democrats fear slippage with Black voters makes Michigan Senate race feel ‘far closer than it should’

Abdul El-Sayed often talks about building a new and broad coalition of Michigan voters. A looming question in the state’s pivotal Senate race is whether he can keep the old one intact — particularly with the Black voters who are pivotal to any Democratic victory.

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Oct 20 • 3:29 PM EDT • Politics • cnn.com
Accel Entertainment: Chicago Is Delayed, But The Investment Thesis Is Intact

Accel Entertainment stays a Buy with $13–$14 near-term and $16 upside post-Chicago rollout. Click here to read my analysis on ACEL stock.

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Oct 19 • 5:54 PM EDT • Entertainment • seekingalpha.com
Guardant Health (GH) After Shield And Reveal Data Is The Undervalued Story Still Intact

Guardant Health (GH) is back in focus after new data on its Shield blood test for colorectal cancer screening and Guardant Reveal test for melanoma residual disease were released in October 2026. Investors have taken notice of this Shield and Guardant Reveal data, even as the Guardant Health share price has eased in the short term. The 1-month share price return is down 9.32% and the 7-day share price return is down 5.30%. At the same time, the 1-year total shareholder return of 142.29% and...

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Oct 17 • 8:20 PM EDT • Health • finance.yahoo.com
A $100,000 Science Prize Could Leave His Social Security Checks Intact, but Still Raise His Tax Bill

A $100,000 honorary science prize sounds like a clean windfall, but for a retiree on Social Security, the tax math that follows can turn a moment of recognition into a costly surprise.

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Oct 16 • 9:00 PM EDT • Science • finance.yahoo.com
A $100,000 Science Prize Could Leave His Social Security Checks Intact, but Still Raise His Tax Bill

A $100,000 honorary science prize sounds like a clean windfall, but for a retiree on Social Security, the tax math that follows can turn a moment of recognition into a costly surprise.

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Oct 16 • 9:00 PM EDT • Science • 247wallst.com
Scientists discover an ancient shipwreck dating to when the Great Pyramid was built

The wreck was found with relatively intact cargo on the seabed off the coast of Türkiye and is believed to be between 4,400 and 4,700 years old

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Oct 15 • 11:00 AM EDT • Science • scientificamerican.com
Beyond Takedowns: Disrupting the Business of Counterfeiting

A brand protection program can remove thousands of infringing listings and still leave the business behind them largely intact.

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Oct 12 • 2:41 PM EDT • Business • ipwatchdog.com
Intact hires former Allianz Commercial risk consulting exec

Rahul Khanna, formerly with Allianz Commercial, has been named global head of risk consulting at Intact Insurance.

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Oct 5 • 12:46 PM EDT • Business • businessinsurance.com
Presbyterian clears St. Thomas, 55-21

The nation's fifth-longest FCS home winning streak stayed intact in dominant fashion on Saturday afternoon, as the Presbyterian College football team put the pedal to the metal and raced past St. Thomas by a final score of 55-21.

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Oct 4 • 12:19 AM EDT • Sports • sports.yahoo.com
vivo X Fold6 finally goes global

Most of its specs are intact too, and the battery capacity is cut by only a tiny amount, believe it or not. Exactly three months after being released in...

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Sep 30 • 10:00 PM EDT • Technology • gsmarena.com
Scientists Simulated Microgravity in Human Cells and Found Something Unexpected About DNA

Simulated microgravity changed the nucleus but left the genome surprisingly intact.

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Sep 29 • 8:11 AM EDT • Science • zmescience.com
Scientific research funding used to be bipartisan. Under Trump, it’s become a constant political football

The NIH grant process remains intact. But supporters on the Hill and in research institutions worry the administration will try to alter it again.

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Sep 26 • 7:02 AM EDT • Politics • bostonglobe.com
JD Sports keeps its nerve on guidance despite a bruising half

JD Sports Fashion PLC (LSE:JD., OTC:JDSPY) has kept its full-year profit forecast intact, even after a rough six months in which earnings slid by a fifth. The FTSE 100 trainers-and-tracksuits giant still expects profit before tax and adjusting items of £700 million to £800 million for the...

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Sep 23 • 2:07 AM EDT • Sports • finance.yahoo.com
JD Sports keeps its nerve on guidance despite a bruising half

JD Sports Fashion PLC (LSE:JD., OTC:JDSPY) has kept its full-year profit forecast intact, even after a rough six months in which earnings slid by a fifth. The FTSE 100 trainers-and-tracksuits giant still expects profit before tax and adjusting items of £700 million to £800 million for the...

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Sep 23 • 2:07 AM EDT • Sports • ca.finance.yahoo.com
Carolina Hurricanes look to repeat top honors

The Hurricanes return with a roster almost completely intact. They lost veteran goaltender Frederik Andersen to free agency.

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Sep 22 • 6:25 AM EDT • Sports • spectrumlocalnews.com
Denmark hails 'binding' Greenland deal with Trump

The terms of the deal are uncertain, and Denmark says its sovereignty remains intact

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Sep 19 • 8:11 AM EDT • Politics • euractiv.com
Control Resonant's Has Remedy's Signature Touch, Uplifting Its Sharp Combat That Eventually Dulls

Remedy's follow-up to 2019's Control moves to action combat in an open world and tells a more character-focused story with its paranatural edge intact.

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Sep 18 • 9:00 AM EDT • Technology • ign.com
Library board gets down to business, refills committees, advances 2027 budget

There are still a few chairs open, but after mass resignations earlier this year, a nearly intact Evanston Public Library Board got down to business on

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Sep 17 • 2:50 PM EDT • Business • evanstonroundtable.com
Barcelona vs Racing Santander – Predicted lineup and team news

Hansi Flick’s Barcelona side will be aiming to keep their perfect record intact as they welcome Racing Santander to Camp Nou on Wednesday, looking for a sixth straight La Liga victory this season.Ba...

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Sep 16 • 5:45 AM EDT • Sports • sports.yahoo.com
Scientists Discover the Moon May Have Formed in Just Five Hours

The Moon may have emerged largely intact within hours of the colossal impact that shaped its birth. Earth has an unusually large moon for a planet of its size and position in the solar system, yet scientists still do not fully understand how that companion came to exist. Now, researchers from the Southwest Research Institute

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Sep 15 • 9:13 AM EDT • Science • scitechdaily.com
'World of Warcraft Forever' is Blizzard's take on Classic+, revamping vanilla Azeroth in new ways for perpetual expansion

World of Warcraft Forever is Blizzard's long-rumored "Classic+" take, designed to keep Warcraft's old-school social-first gameplay intact while providing new content.

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Sep 12 • 2:56 PM EDT • Technology • windowscentral.com
Cuba: US Embassy issues health alert due to GI pathogens like norovirus, Shigella

The US Embassy in Havana issued a health alert last week after seeing a significant increase in diarrheal illness across Cuba, associated with the continuing degradation of the water and energy infrastructure. This degradation affects water supply, and food storage and temperature control. Recent cases have included E. coli, norovirus, Shigella, and other gastrointestinal pathogens. This comes after a health alert dated August 28 which noted that Cuba’s water delivery infrastructure is increasingly unstable. The Embassy is aware of reports of residential neighborhoods that have gone for long periods without receiving water from municipal or public sources. Dengue cases surge in the Tampa Bay area Prolonged and worsening water issues and power outages caused by the regime’s mismanagement of public infrastructure impact the entire island. Water often only flows to residences when city power is on for a sufficient amount of time. Media reports indicate wells are running dry across the country due to drought, aggravating the ability to supplement water delivery. The lack of water, coupled with power shortages that have disrupted cold chain networks, can present significant health and safety challenges. We remind U.S. citizens to be aware of the risks when traveling to Cuba and take precautions. Embassy officials offer the following precautions to prevent illnesses: Avoiding Foodborne Illness: Be cautious of meat, poultry, seafood, eggs, dairy, and other perishable foods that may have been inadequately stored. Avoid foods that appear to have been sitting at room temperature for extended periods. Avoid raw or improperly washed vegetables. Be cautious of food cooked and then cooled, stored, or reheated, as improper temperature control can allow pathogens or toxins to develop. Wash hands thoroughly with soap and water before eating and after using the restroom. Hand sanitizer may be less effective against certain gastrointestinal pathogens, including norovirus. Outbreak News Today is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Water Safety: Use only water known to be safe for drinking, brushing teeth, making ice, and cooking. Use bottled or appropriately treated water; check that bottle seals are intact before opening. Avoid ice unless the water source is known to be safe. Do not use untreated tap water to prepare beverages or food. Be aware that contamination can occur when food, utensils, and surfaces are washed with contaminated water. If You Become Ill: Stay hydrated, especially with frequent diarrhea or vomiting. Most illnesses are self-limited and improve within several days. Seek medical attention for persistent or severe diarrhea, bloody stools, high fever, significant abdominal pain, repeated vomiting, signs of dehydration, or symptoms not improving. Common medications (e.g., acetaminophen, ibuprofen, antibiotics) are frequently unavailable in Cuba; consider bringing your own supply. If you like the reporting on Outbreak News Today, please consider a paid subscription for $5/month or $30 a year. Help support the cause of this niche journalism. It is appreciated.

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Sep 6 • 11:29 PM EDT • Health • outbreaknewstoday.substack.com
Over 4,400 human brains found intact in skeletons: scientists finally know why - Futura-Sciences

For decades, archaeologists have puzzled over a strange phenomenon: skeletons stripped bare by time, with only one soft and unlikely survivor remaining, the brain. Now, a team of researchers says it has finally uncovered the chemistry behind this mystery. It appears that the answer does not come from a rare...

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Aug 30 • 2:00 PM EDT • Science • futura-sciences.com
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Losing A Parent Doubles Rates Of Mental Health Problems Among Children

By Dennis Thompson HealthDay ReporterMONDAY, Aug. 21, 2026 (HealthDay News) — Children who lose a parent develop mental health problems at twice the rate of kids with an intact family, a new study reports. Losing a parent to death, imprisonment or separation all dramatically increase risk of mental ...

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Aug 24 • 9:12 AM EDT • Health • usnews.com
Six Flags Entertainment (FUN) Following Wider Losses Is The Fair Value Case Still Intact

Six Flags Entertainment (FUN) has drawn fresh attention after reporting second quarter 2026 results that showed lower revenue and larger net losses compared with the same period a year earlier. See our latest analysis for Six Flags Entertainment. Following the results, Six Flags Entertainment’s share price has moved to $16.68, with a 1-day share price return of 1.46% and a 7-day share price return of 5.90%. However, the 90-day share price return is down 21.76% and the 1-year total shareholder...

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Aug 14 • 2:33 PM EDT • Entertainment • simplywall.st
Mike Boynton reveals how he learned of May exit

Mike Boynton Jr. reveals he learned of Dusty May's exit via a tweet and how he kept the Michigan roster intact.

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Jul 24 • 1:42 PM EDT • Sports • sports.yahoo.com
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Instagram now lets you swap out the music in your old posts

With the new "Replace Audio," tool, users can update the music on their post at any time while keeping the post's existing likes, comments, shares, and reach intact.

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Jul 21 • 12:15 PM EDT • Technology • techcrunch.com
Despite business angst, Washington climbs in CNBC’s state rankings — but still trails its former standing

Washington climbed three spots to No. 11 in CNBC's annual America's Top States for Business rankings, up from No. 14 last year, suggesting that many of the state's underlying competitive strengths remain intact even as debate over its business climate has intensified.

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Jul 9 • 12:08 PM EDT • Business • geekwire.com
Which healthcare jobs will AI eliminate? And which will it leave intact—or create from scratch?

The next 10 years will see the technology’s job-replacement rate largely determined by non-technological factors.

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Jul 6 • 7:28 PM EDT • Health • healthexec.com
Patchwork laws challenge nationwide hog production

The newest iteration of the long-overdue Farm Bill leaves intact California’s Prop 12. There’s an obscene amount of information within the bill, but animal welfare laws have the potential to shape the food systems here in America. A country unable to feed itself is a country unable to defend itself. In terms of Prop 12, […]

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Jul 6 • 6:55 AM EDT • Politics • coloradopolitics.com
Cruz and Cantwell refuse to bend to SEC and Big Ten concerns in revised college athletics legislation

The revised Protect College Sports Act enters markup with media pooling rights intact, despite pushback from the SEC and Big Ten conferences.

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Jun 16 • 1:48 PM EDT • Sports • foxnews.com
Trump sought to break Iran’s regime. He settled for reopening Hormuz.

The emerging agreement ends a costly war but leaves Iran’s leadership intact and its nuclear future still subject to negotiation.

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Jun 15 • 12:16 AM EDT • Politics • washingtonpost.com
How the NBA champion New York Knicks can run it back: Roster gets expensive, but the core can stay intact

The Knicks are NBA champions for the first time in 53 years, and their title window with this roster should stay wide open for a while

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Jun 14 • 9:50 AM EDT • Sports • cbssports.com
Appeals court keeps intact deadline for Kennedy Center to remove Trump’s name

An appeals court is keeping intact a federal judge’s ruling requiring the Kennedy Center to remove President Donald Trump’s name from its building by the end of Friday.

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Jun 12 • 7:20 PM EDT • Politics • cnn.com
Trump administration proposes new rules on prediction markets that would still allow most sports activity

The Trump administration on Wednesday proposed a set of new federal regulations for prediction markets that appear to largely leave the booming industry intact.

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Jun 10 • 11:51 AM EDT • Sports • cnn.com
Takeaways from the California gubernatorial primary election

Money can't buy love. The gubernatorial glass ceiling remains intact. California voters show — again — that boring can be beautiful. Five takeaways from the gubernatorial primary.

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Jun 3 • 12:36 PM EDT • Politics • latimes.com
Orioles take win streak into matchup with the Red Sox

The Baltimore Orioles will attempt to keep a three-game win streak intact when they take on the Boston Red Sox

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Jun 3 • 4:43 AM EDT • Sports • foxsports.com
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Andrew Yang’s upstart cell phone business acquires Helium Mobile

Noble Mobile plans to keep Helium’s low-cost cellular plans intact

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Jun 2 • 9:00 AM EDT • Business • fortune.com
Patriots' Kayshon Boutte might hint that Brendan Sorsby's NFL chances are fully intact
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May 29 • 4:27 PM EDT • Sports • sports.yahoo.com
Clyburn's district stays intact as South Carolina Republicans scrap redistricting

The majority-Black district held for 34 years by South Carolina Democratic Rep. Jim Clyburn will survive intact, for now, after Republican state lawmakers rejected a plan to redraw congressional maps.

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May 27 • 5:00 AM EDT • Politics • npr.org
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Yankees news: New York sends down Spencer Jones, Yovanny Cruz

Yanks clear space for Cole, Cabby. Grisham’s knee intact; Lombard Jr. climbs up prospect list; Rice’s path to majors; the emergence of Rice and Schlittler

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May 22 • 5:00 AM EDT • Sports • sports.yahoo.com
Stunning 150-million-year-old stegosaur skull rewrites dinosaur evolution

A spectacular dinosaur discovery in Spain is giving scientists a rare new look inside the world of stegosaurs. Paleontologists uncovered the best-preserved stegosaur skull ever found in Europe, belonging to the iconic plated dinosaur Dacentrurus armatus, which roamed Earth around 150 million years ago. Because stegosaur skulls are extremely fragile and almost never survive intact, the fossil is helping researchers uncover previously unknown details about how these armored giants evolved.

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May 16 • 8:00 PM EDT • Science • sciencedaily.com
Supreme Court deals blow to Virginia Democrats in fight over state court ruling

The Supreme Court on Friday rejected Virginia Democrats’ emergency appeal seeking to revive a voter-approved congressional redistricting overhaul, leaving intact a Virginia Supreme Court ruling that struck down the effort as unconstitutional ahead of the 2026 midterm elections.

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May 15 • 6:55 PM EDT • Politics • foxnews.com
Review: Indiana Jones and The Great Circle Arrives Surprisingly Intact on Switch 2

With image quality that eclipses Xbox Series S.

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May 13 • 1:00 PM EDT • Technology • digitalfoundry.net
How The Tencent Music Entertainment Group (TME) Narrative Is Shifting With Mixed Analyst Signals

Tencent Music Entertainment Group’s fair value estimate has been trimmed slightly to US$17.59 from US$17.98, a small reset that keeps the overall framework intact while adjusting assumptions. That move sits against a mixed wave of analyst calls, where several downgrades and price target cuts are balanced by an upgrade to Buy with a US$17.40 target. This reflects competing views around competition, earnings visibility and the recent share pullback. Read on to see what is driving this split...

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May 3 • 7:08 AM EDT • Entertainment • finance.yahoo.com
Why forest conservation is also public health

In a lowland forest in southeastern Madagascar, what was missing proved as telling as what was found. Researchers trapping small mammals in the Manombo Special Reserve caught tuft-tailed rats in the intact interior forest. In the nearby littoral forest, despite repeated efforts, they found none. The traps held black rats instead. The observation appears in […]

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Apr 21 • 10:14 PM EDT • Health • news.mongabay.com
It’s Time To Forget About The MacBook Air

Apple’s MacBook Neo has disrupted the PC laptop market while leaving the MacBook market relatively intact. Is there value in Tim Cook disrupting the MacBook Air?

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Apr 11 • 1:45 PM EDT • Technology • forbes.com
IT’S SCIENCE. IT’S SURREAL. IT’S THE SIBILANCE OF KIM SALMON

KIM SALMON APPEARS on my screen intact, in motion, but not, I assure him, infected by any filters adding bunny ears, cat whiskers or fish scales. Dignity is appropriate for the man who emerged from the most isolated punk scene of all in late ‘70s Perth to become a force of nature, and whose early swamp-rock take on life after punk was to spawn a decade and a half later – for better and worse – the more earnest, less thrilling grunge movement.Yes, somehow that mega selling, decade-defining scene

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Apr 8 • 3:00 PM EDT • Science • bernardzuel.net
Exclusive: US intelligence assesses Iran maintains significant missile launching capability, sources say

Roughly half of Iran’s missile launchers are still intact and thousands of one-way attack drones remain in Iran’s arsenal despite the daily pounding by US and Israeli strikes against military targets over the past five weeks, according to recent US intelligence assessments, three sources familiar with the intel told CNN.

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Apr 2 • 7:16 PM EDT • Politics • cnn.com
You can finally change the goofy Gmail address you chose years ago

All your data remains intact, and you can go back to your original address at any time.

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Mar 31 • 1:55 PM EDT • Technology • arstechnica.com
Scientists Stunned: Colossal Eggs Discovered 3,500 Meters Beneath an Active Volcano

Beneath an active seafloor volcano off Vancouver Island, researchers have documented a congregation of giant eggs at roughly 3,500 meters, a discovery that reframes how life can flourish under extreme conditions. The eggs belong to the Pacific white skate, an elusive deep‑sea species adapted to cold, crushing pressure and perpetual darkness. What seemed an unlikely nursery is actually a geothermally warmed refuge, where subtle heat helps embryos survive a marathon incubation. The finding links volcanic energy to a quiet engine of biodiversity, turning a hostile landscape into an incubator. A living volcano, a hidden nursery The seamount long assumed dormant now exhales mineral‑rich, shimmering plumes, proof of hydrothermal life at depth. Expedition cameras swept across black basalt and pale bacterial mats, revealing vents that pulse with warmth. That warmth, though modest by human standards, alters the physics of development for cold‑adapted embryos. In a realm where metabolism creeps, even a few degrees can mean faster growth and higher survival. The volcano is not only active; it is ecologically formative, drafting a blueprint for a thriving oasis. Giant eggs and a skate built for the abyss The Pacific white skate, Bathyraja spinosissima, is built for the abyss: broad wings, armored spines, and a life history that trades speed for endurance. Females lay outsized, rectangular “mermaid’s purses,” often 46–50 centimeters long, packed with rich yolk to fuel years of growth. In the frigid deep, embryos can require around four years to hatch, a timeline that magnifies every energetic advantage. The scale is striking—large eggs, large adults, and a textbook case of deep‑sea gigantism. The volcano’s gentle heat may literally shave months or years from the wait. Why heat matters at the bottom of the sea Hydrothermal circulation delivers low‑level warmth without the turbulence that would scatter fragile egg‑cases. Slightly elevated temperatures accelerate enzyme kinetics, nudging development along while keeping embryos within a safe range. Mineral‑laden fluids likely shape local microbiomes, which, in turn, can influence biofilms on egg surfaces. The environment acts like a slow, steady incubator, countering the deep sea’s tyrannies of cold and scarcity. For a species with long maturation and few offspring, every incremental boost compounds across generations. An ecosystem sculpted by fire and water Seafloor volcanoes create steep environmental gradients, stitching together hot vents, cool eddies, and mineral gardens into mosaic habitats. Microbes harvest chemical energy, seeding food webs that support crustaceans, fishes, and skates. Cameras documented egg‑cases nestled among rocky ledges, near communities nourished by vent‑driven chemistry. These islands of productivity behave like deep‑sea oases, sustaining life far beyond the vent orifice’s flickering light. The nursery’s success underscores how geological forces engineer biological opportunity. “Finding a cradle of life tucked beneath a breathing volcano reminds us that the planet’s harshest places can be profoundly generous.” What the discovery could change The nursery reframes conservation priorities in regions where volcanism quietly underwrites reproduction. Protecting hydrothermal corridors could safeguard entire lifecycles, not just charismatic adults spotted during occasional surveys. It also sharpens questions about how climate‑driven shifts in ocean circulation might influence vent activity, temperature fields, and embryo survival. With methodical mapping, time‑series cameras, and environmental DNA, scientists can track whether nurseries remain stable or drift with geologic rhythms. Key implications include: Enhanced understanding of deep‑sea reproduction at hydrothermal sites. New conservation targets centered on geothermal nurseries. Comparative studies with other volcanic regions, from the Galápagos to rift zones. Biotechnological insights from organisms adapted to long, cold development. Better models of how seafloor heat shapes regional biodiversity. Methods behind the revelation Remotely operated vehicles threaded through chimney fields, gathering video, temperatures, and mineral signatures. High‑definition imagery captured the distinctive, horned egg cases, their edges dusted with fine volcanic silt. Geochemical profiles mapped how heat and chemicals disperse, outlining the “thermal lanes” where eggs most cluster. Combined, these datasets reveal a nursery organized by geothermal topography, with egg‑cases concentrated in pockets of gentle, sustained warmth. A fragile boon in a changing ocean Deep‑sea environments feel remote, yet they intersect with global pressures: mining proposals, cable routes, and shifting oxygen levels. The nursery’s resilience hinges on stable heat flow, intact substrates, and minimal disturbance from noise or sediment. Safeguarding such places is not just about protecting novelty; it preserves a slow, ancient strategy that lets large, long‑lived animals endure in the coldest reaches of the Pacific. Where geology and biology meet, the planet’s deep time still writes living stories. This volcano‑warmed nursery adds a vital chapter to that story, revealing how subtle thermal gifts can tip the scales toward life in the abyss. With each dive, researchers trace the contours of an unseen world, where fire feeds water, and water—against all odds—feeds the future.

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Mar 29 • 5:00 PM EDT • Science • iowaparkleader.com
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'Kim's Convenience' review: Back onstage with sitcom warmth intact

Ins Choi's 'Kim Convenience,' the Toronto hit play that inspired a TV show, opens at the Ahmanson Theatre, refreshes a familiar immigrant family drama with warmth and gentle humor.

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Mar 27 • 6:00 AM EDT • Entertainment • latimes.com
Google Translate’s real-time headphone translations feature expands to iOS and more countries

The real-time headphone translations experience keeps each speaker’s tone, emphasis, and cadence intact, so it’s easier to follow the conversation and tell who’s saying what.

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Mar 26 • 3:11 PM EDT • Technology • techcrunch.com
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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