Is the military fueling eating disorders?

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Good morning. As discussed, it’s Ice Cream Every Day Season. But yesterday I was reminded, through a harrowing arachnid encounter while pedaling uphill, that it’s also Spiders On My Bike Every Day Season. (I park next to a shrub.)

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AI-Powered Blood Test Detects Early Retinal Damage in Diabetes 

Scientists have developed an AI-assisted prediction tool that can identify patients with type 2 diabetes at high risk of developing diabetic retinal neurodegeneration (DRN) before symptoms appear. Their findings were published today in the journal PLOS Medicine.

“Our study suggests that early retinal nerve damage in diabetes leaves measurable signals in the blood,” write the authors of the study, led by Wei Wang, MD, PhD, associate professor at the Guangdong Provincial Clinical Research Center for Ocular Diseases. “These findings suggest that a simple blood test analyzed with artificial intelligence may help identify people with diabetes who are at highest risk of early retinal nerve damage, well before visible damage appears on the retina.”

Type 2 diabetes affects more than half a billion people worldwide, carrying with it an increased risk of long-term complications including progressive neurodegeneration. Retinal nerves are among the earliest tissues to be damaged, which can eventually lead to severe visual impairment and vision loss. However, current diagnostic methods can only detect DRN once the retina has already suffered irreversible damage. 

Wang and colleagues developed a machine learning algorithm called Pro-DRN using data from 1,218 participants in the Guangzhou Diabetic Eye Study, all of whom were diagnosed with type 2 diabetes but had not yet developed DRN at the time of enrollment. The AI model integrated proteomics data from blood samples with yearly retinal images collected over a six-year follow-up period. 

This led to the identification of 71 proteins associated with the development of DRN. Among them, the proteins most consistently driving accurate predictions were ACTA2, COL6A3, and HSPG2, which are key structural components involved in maintaining the integrity of the nerve and muscle tissue in the eyes. These results were then validated in an independent cohort of 502 patients from UK Biobank, where the core effects and protein signals were reproduced. 

Pro-DRN has been deployed as an interactive, web-based risk assessment tool that doctors can use to support early DRN screening and monitor patient evolution over time. Individuals identified as being at high risk of DRN could benefit from more frequent checkups and early interventions aimed at preventing or slowing down progressive neurodegeneration. 

Because DRN is one of the first symptoms of nerve degeneration induced by diabetes, early detection could also signal the onset of nerve injury elsewhere in the body. Such damage can contribute to cognitive impairment, dementia, and peripheral neuropathy, which can cause loss of sensation and motor control in the hands, feet, and other extremities. A single eye test could therefore provide valuable insights into the overall health of the nervous system. 

In addition, the proteins identified to be involved in DRN progression could be investigated as potential targets for the development of novel therapies. Furthermore, the AI-based tool could also prove valuable for the selection and stratification of participants in clinical trials evaluating neuroprotective strategies designed to prevent or delay nerve damage. 

“Pro-DRN may help move diabetic eye care from detecting established damage toward earlier, molecularly informed risk stratification, so that closer monitoring and future neuroprotective interventions can be directed to the people most likely to benefit,” Wang and colleagues write. 

The post AI-Powered Blood Test Detects Early Retinal Damage in Diabetes  appeared first on Inside Precision Medicine.

Mature Intestinal Cells Revert to Stem-Like State to Sustain Colorectal Cancer

Researchers at the Stevens Institute of Technology have identified a mechanism that helps explain how colorectal cancer (CRC) develops, persists, and resists treatment. The research, published in the journal Cell Death & Disease, shows that mature intestinal cells that revert to a stem cell-like state can sustain tumor growth more effectively than mutated intestinal stem cells, a finding that could inform new drug development strategies focused on preventing CRC recurrence.

“Our study suggests that intestinal cancers can arise not just from damaged stem cells, but also from cells that revert into stem-like cancer cells,” said senior author Ansu Perekatt, PhD, an assistant professor of chemistry and chemical biology at Stevens Institute of Technology, “and they may contribute to why colorectal cancer can be diverse and resistant to treatment.”

Colorectal cancer is the second leading cause of cancer-related death worldwide. Cancer stem cells are known to play a role in tumor growth, metastasis, treatment resistance, and relapse. The new study focused on understanding how these cancer-driving stem cell populations emerge within the intestinal epithelium.

Two different models have been proposed for how colorectal cancer can develop. The most widely held belief is the “bottom-up” model which suggests that mutations in stem cells initiate tumor formation. By comparison, the “top-down” model suggests that mature epithelial cells acquire mutations, dedifferentiate into stem-like cells, and then drive tumor growth. Histological features observed in many human colorectal tumors have suggested a luminal, or top-down, origin.

Under normal conditions, Lgr5-positive stem cells reside in intestinal crypts and their role is to replenish the intestinal lining. As their progeny migrate from the crypts toward the villi in the intestine walls, they stop dividing and become specialized mature cells. However, previous research has shown that the intestinal epithelium is highly plastic and that differentiated cells can regain stem cell characteristics under certain conditions.

To better understand the biology of these pathways, the Stevens employed mouse model carrying Smad4 loss-of-function and β-catenin gain-of-function mutations, to mimic two common drivers of human colorectal cancer. They then tracked the behavior of both stem cells and differentiated epithelial cells.

The researchers also performed single-cell RNA sequencing to characterize the cellular populations that emerged during tumor initiation and progression allowing them to compare mutant stem cells residing in the crypts with dedifferentiation-derived stem-like cells arising in the villi.

The data showed that mutant Lgr5-positive stem cells in the crypts were at a competitive disadvantage. While they carried cancer-associated mutations, many were displaced and ultimately replaced by normal stem cells. At the same time, a subset of progenitor and epithelial cells underwent dedifferentiation and reacquired stem-cell properties making them capable of sustaining tumor growth.

“We don’t know why they change and why only a subset changes,” Perekatt said. “It’s very random, very sporadic. But when they change, they develop tumors.”

According to the study, dedifferentiating epithelial cells showed early expression of both CD44 and Lgr5, markers associated with stemness and tumor initiation. The Stevens team also found abnormal activation of Notch signaling in villus epithelial cells before the formation of tumor-associated crypt structures, suggesting that this pathway may contribute to the acquisition of stem-like properties.

The dedifferentiation-derived cells showed growth-factor independence, which allows them to proliferate without relying on the supportive niche environment normally required by stem cells. They also exhibited metabolic adaptations associated with tumor survival.

The study also found evidence of stem-cell heterogeneity within tumors. Single-cell analysis identified populations with distinct proliferative, signaling, and metabolic states. One mutant stem-cell cluster exhibited cancer-associated and embryonic stem cell-like gene signatures, while other clusters appeared more quiescent.

“Our findings suggest that metabolic adaptations and dedifferentiation-driven stem cell heterogeneity may enhance adaptability and confer a selective advantage driving top-down tumorigenesis,” the researchers wrote.

The findings have implications for current and future treatment strategies. Many therapies focus on eliminating actively growing cancer cells, but the study suggests that stem-like cells generated through dedifferentiation may remain capable of regenerating tumors after treatment. Targeting the mechanisms that enable mature epithelial cells to revert to a stem-like state could prove an effective method for preventing cancer recurrence.

“If you are only treating the cells that become cancerous without targeting the cells that acquired the de novo stemness, the cancer will likely come back,” Perekatt said. “So it’s really important to understand what causes this reversion to stemness, in order to develop new and effective therapies for colorectal cancers.”

Future research will focus on unanswered questions raised by the study, including the source of the Notch signals that trigger dedifferentiation, the transcriptional programs activated during this process, and the metabolic vulnerabilities of the resulting stem-like tumor cells.

The post Mature Intestinal Cells Revert to Stem-Like State to Sustain Colorectal Cancer appeared first on Inside Precision Medicine.

The Download: AI can run your admin department now

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.

How small businesses can leverage AI

From accounting to design to market research and product development, there’s a staggering breadth of skills needed to run a business. Large companies can hire experts to handle these tasks, but small businesses don’t always have that luxury.

That’s where AI comes in. Today’s models can already take on a range of basic administrative work, from organizing notes and summarizing meetings to invoicing, goal-setting, and social media planning. Find out how small-business owners can put AI to work.

—Peter Hall

This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your inbox, sign up here.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 Anthropic has confidentially filed for IPO ahead of OpenAI
It aims to go public as early as this fall. (CNN)
+ The company did not disclose its target valuation. (Guardian)
+ It’s expected to list shortly after a trillion-dollar IPO by SpaceX. (BBC)
+ Beating OpenAI in the IPO race could have a big impact. (WSJ $)

2 The EU may exclude US cloud giants from critical contracts
The likes of Amazon, Microsoft, and Google could be shut out. (Reuters $)
+ The EU aims to reduce its dependence on US tech. (FT $)
+ Trump supercharged this sovereignty push. (Politico $)

3 Florida has become the first state to sue OpenAI
The lawsuit targets ChatGPT’s alleged child safety risks. (NPR)
 + Florida says OpenAI put profit ahead of safety. (Reuters $)
+ Chatbots are now starting to check user ages. (MIT Technology Review)

4 Hackers stole Instagram accounts just by asking Meta AI for them
They easily broke into a host of celebrity profiles. (404 Media)
+ The exploit shows the risk of offloading support to AI. (TechCrunch)
+ AI is making online crimes easier. (MIT Technology Review)

5 Chinese universities with military ties are seeking Nvidia chips
Two are blacklisted by the US Commerce Department. (Bloomberg $)
+ The Chinese military has sought restricted Nvidia chips for years. (NYT $)
+ US senators have slammed a loophole in chip export rules.
(Reuters $)

6 Blue Origin and NASA disagree on a crucial rocket’s next flight
+ Blue Origin says the rocket will fly again this year. (Engadget)+ But NASA is less optimistic. (CNBC)+ The rocket’s failure cast doubt on NASA’s moon plans. (BBC)

7 Moderna has won funding to develop an Ebola mRNA vaccine
The CEPI has pledged over $60 million to the effort. (Ars Technica)
+ To fight an outbreak raging out of control. (MIT Technology Review)

8 China is using AI to predict future political dissent
A company called Geedge Networks is developing the tech. (NYT $)

9 Geoengineering can thicken Arctic ice, but melt results are mixed
Trials show the tech has had a limited impact. (New Scientist $)

10 Top AI labs are expanding research into machine ‘consciousness’
Meta, Anthropic, and DeepMind are increasing their investments. (FT $)
+ A new tool could show how consciousness works. (MIT Technology Review)

Quote of the day

“Sam Altman and ChatGPT have chosen the AI race over the safety and security of our kids. They have chosen profit over public safety, and we’re not going to stand for it in here in Florida.” 

—Florida Attorney General James Uthmeier tells reporters why his state is suing OpenAI, the LA Times reports.

One More Thing

An open door in a corrugated metal building
The entrance to the Moscow storage facility of KrioRus, which was until recently the only cryonics company in Eurasia.
ALESSANDRO GANDOLFI


Why the sci-fi dream of cryonics never died

Cryonics is best known for its appearance in sci-fi films like 2001: A Space Odyssey. But its adherents have held on to a dream that advances in medicine will one day allow for resuscitation and additional years on Earth.

Around 500 people are preserved in liquid nitrogen globally, while another 4,000 are on waiting lists. Despite scant evidence that cryonics can work, believers remain optimistic that future science could eventually revive them.

Discover why the hope of human reanimation refuses to die.

—Laurie Clarke

We can still have nice things

A place for comfort, fun, and distraction to brighten up your day. (Got any ideas? Drop me a line.)

+ Hear Dolly Parton reimagined through this spot-on Dire Straits-style cover of “Jolene”.
+ Find out which birds people search for most in this interactive visualization of bird popularity.
+ Explore thousands of Q&As between students and astronauts on the ISS at this interactive site.
+ Paris’s oldest bridge disappeared beneath a giant inflatable cave in this surreal public art installation.

Chemotherapy-related cognitive impairment and non-pharmacological interventions targeting the nervous system: a systematic review

BackgroundChemotherapy-related cognitive impairment (CRCI) represents an increasingly recognized problem in the growing cancer survivor population within the US and worldwide. CRCI is characterized by deficits in memory, sustained attention, and executive function, which significantly worsens the cancer survivors’ quality of life. An increasing number of studies have been conducted using novel intervention approaches aimed at mitigating CRCI. In this systematic review, we sought to summarize the current evidence of cognitive improvement in cancer survivors receiving non-pharmacological interventions with neurostimulatory effects following chemotherapy.MethodsWe screened five databases (Embase, MEDLINE, PubMED, Scopus, and PsycINFO) for original articles reporting the administration of any type of brain stimulation or complementary/alternative therapies targeting the central and/or peripheral nervous system to improve cognitive outcomes in cancer survivors reporting CRCI. We systematically extracted information from each eligible study using participant, intervention, comparison, outcome(s), and study design (PICOS) framework according to Cochrane recommendations. We used the critical appraisal tool by Joanna Briggs Institute to assess the risk of bias.ResultsAfter screening 2,708 manuscripts, we performed a full-text review of 77 papers and identified 17 studies that met our inclusion criteria: nine randomized controlled trials, four case reports, one case series, two quasi-experimental study, and one cohort study. We identified seven studies which focused on CRCI and 10 others where cognitive function was properly reported for inclusion. Subjective and objective cognitive outcome measures reflecting overall performance, attention, working memory, processing speed, and quality of life with separate cognitive function reporting were assessed in patient(s) treated with transcranial direct current stimulation, transcranial magnetic stimulation, multisensory stimulation, Flexyx neurotherapy system, acupuncture, and electroacupuncture. Mild improvements in some of the cognitive outcome measures were observed in all studies. The weaknesses of these studies can be attributed to insufficient statistical power and testing, lack of a control group, randomization, blinding, and incorrect statistical methods.Discussion and conclusionWe found only a handful of trials reporting cognitive outcomes in CRCI interventions, with small sample sizes and biased study designs limiting the validity of the statistically significant findings. Our systematic review provides rationale for assessing the impact of non-pharmacological neurostimulatory techniques on CRCI in large-scale randomized controlled trials.