Paper Watch (4/25/2024): AI in Medicine, Touch, Strength Training, Fasting,etc.

Our regular feature where we cut through the noise of the thousands of new, health-related papers. We will pick a few recent papers and summarize them in a practical and not anxiety-inducing way for people trying to cut through the chatter of fitness influencers.

Paper Watch (4/25/2024): AI in Medicine, Touch, Strength Training, Fasting,etc.

Welcome back to our regular feature where we sift through thousands of new, health-related papers, and pick a few to summarize in a practical, simple, and not anxiety-inducing way.

Our main questions on each paper:

  • In simple language, what does it say?
  • Does it have good evidence?
  • Should what it says matter to normal people?
  • What simple thing, if anything, could a normal person do to take advantage of this finding?

Okay, away we go. And, as always, we rate each paper for practicality and level of interest, but we are mostly focused on finding ways to simplify findings. And more than anything else, we want to avoid over-optimization, so if a paper is telling you down to the minute how much sunlight to get at dawn, or that you should only drink coffee during eclipses, we are outta there.


This edition's articles and papers:

  1. Randomised controlled trials evaluating artificial intelligence in clinical practice: a scoping review - The Lancet Digital Health https://www.thelancet.com/journals/landig/article/PIIS2589-7500(24)00047-5/fulltext?dgcid=tlcom_carousel4
  2. A systematic review and multivariate meta-analysis of the physical and mental health benefits of touch interventions | Nature Human Behaviour https://www.nature.com/articles/s41562-024-01841-8
  3. The impact of life-long strength versus endurance training on muscle fiber morphology and phenotype composition in older men - PubMed https://pubmed.ncbi.nlm.nih.gov/37881849/
  4. Could a Calorie-Restricted Diet or Fasting Help You Live Longer? - The New York Times https://www.nytimes.com/2024/04/24/well/eat/calorie-restriction-fasting-longevity.html

Now, here are our takes on the articles and papers:

Paper: AI in Clinical Trials

Practicality (3/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ
Interest (4/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ

Summary

This paper presents an overview of recent clinical trials involving Artificial Intelligence (AI) and its integration into patient care. The research indicates that AI is primarily being used and tested in medical imaging, particularly in specialties like gastroenterology and radiology, with the majority of the trials showing positive outcomes. However, issues such as the focus on single-center trials, limited demographic data, and concern over the broad applicability of the AI tools suggest that while the results are promising, they might not be fully representative of the diverse real-world clinical settings.

What is the paper's main claim?

  • AI is increasingly being used in clinical trials, especially in medical imaging, yielding positive diagnostic results.
  • The real-world applicability and generalizability of these AI tools is still somewhat uncertain, if very promising.

Are the methods and/or data it uses appropriate and convincing?

  • Many trials are single-centered and have small sample sizes, which may reduce the ability to apply findings broadly across different patient populations.
  • The effect sizes and success rates appear positive, but without more varied demographics and multicenter data, it remains unclear how these results translate to general clinical practice.

What do we know now that we didn't know before, if anything?

  • We know that AI applications in healthcare are yielding positive outcomes in controlled clinical trial settings, particularly in imaging for gastroenterology.
  • There is an identified need for larger, multicenter trials that include more diverse patient demographics to assess the true effectiveness of AI tools.

What simple and practical thing could a normal person do knowing this?

  • Take AI seriously, especially in diagnostics and imaging

Paper: Benefits of Touch

Practicality (5/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ
Interest (5/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ

Summary

The study examined the impact of touch in promoting well-being, conducting an assessment of 137 previous studies involving over 12,000 individuals. The analysis revealed that touch significantly helps regulate stress hormones and increase weight in newborns, and also decreases pain and feelings of depression and anxiety in adults. Also, touch provided by objects or robots had similar physical benefits but lower mental health benefits compared to human touch.

What is the paper's main claim?

  • Touch interventions can lead to physical and mental health improvements across various age groups.
  • Newborns, in particular, gain weight and regulate stress better with touch, while adults experience reduced pain and anxiety.

Are the methods and/or data it uses appropriate and convincing?

  • The use of a multilevel meta-analysis with a large sample size and various outcomes lends credibility to the findings.
  • However, effects could be somewhat overestimated due to the impossibility of participant blinding and a bias towards publishing positive results.

What do we know now that we didn't know before, if anything?

  • This analysis provides a comprehensive look at the benefits of touch for health, backing up the claim that it is an important factor in well-being.
  • The finding that non-human touch (e.g., from robots) also provides physical benefits was less expected and adds to current knowledge.

What simple and practical thing could a normal person do knowing this?

  • Regular, comforting touch, such as hugging or massage, can be a simple yet effective way to support physical and mental health for both oneself and others.
  • It matters less than many think who (or what) does the touching.

Paper: Strength vs. Endurance Effects

Practicality (4/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ
Interest (5/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ

Summary

The research investigates how different types of lifelong exerciseβ€”strength training versus endurance trainingβ€”impact muscle characteristics in older men. It shows that those who engage in strength training maintain muscle qualities similar to young people, while endurance-trained and less active older individuals show signs of muscle aging.

What is the paper's main claim?

  • Strength training preserves muscle quality in older adults, keeping it akin to young, active individuals.

Are the methods and/or data it uses appropriate and convincing?

  • The research included muscle biopsies and strength measurements, providing direct evidence of muscle condition.
  • The effect size appears significant as older strength-trained athletes closely matched younger individuals, though detailed statistics or potential confounds are not discussed.

What do we know now that we didn't know before, if anything?

  • This study provides concrete evidence that lifelong strength training helps maintain "young" muscle characteristics in older age.

What simple and practical thing could a normal person do knowing this?

  • Older adults can be encouraged to include strength training in their exercise regimen to help maintain muscle health as they age.
  • Start resistance training sooner rather than later.

Article: Eating Less for Longevity

Practicality (3/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ
Interest (4/5): πŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈπŸƒβ€β™‚οΈ

Summary

Animal studies suggest that eating less can extend life span, with calorie restriction leading to a longer, healthier life in many species. However, the exact reasons why eating less contributes to longevity are still debated, with theories ranging from enhanced cell resilience to more efficient metabolism. For humans, evidence is less clear, although some health benefits have been observed, and it's still uncertain whether calorie restriction or the timing of eating contributes more to longevity.

What is the paper's main claim?

  • Reducing calories could increase life span based on animal studies.
  • Intermittent fasting might also be a significant factor in longevity.

Are the methods and/or data it uses appropriate and convincing?

  • The effects of eating less were studied over many years across various species, from mice to monkeys, but application in humans is challenging due to long lifespans.
  • Studies show mixed results, and while some health benefits are clear, the exact impact on human longevity remains difficult to confirm.

What do we know now that we didn't know before, if anything?

  • While the concept is not new, recent studies add to the understanding that timing of meals could be as important as calorie restriction itself.

What simple and practical thing could a normal person do knowing this?

  • Individuals may carefully explore moderate calorie restriction or intermittent fasting.
  • It’s important to balance diet changes with personal health needs and lifestyle, rather than aiming for extreme calorie reduction.

Back next week with thoughtful and simplifying takes on papers getting attention. And if you see anything you want us to look at, let us know.


Great! You’ve successfully signed up.

Welcome back! You've successfully signed in.

You've successfully subscribed to Simplavida.

Success! Check your email for magic link to sign-in.

Success! Your billing info has been updated.

Your billing was not updated.