Sleep Tracking, For Five Million Nights

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5 Sleep Phenotypes, By Actual Science

You probably know people can be broadly divided into “early birds” and “night owls”:

Early Bird Or Night Owl? Genes vs Environment

…and then the term “hummingbird” gets used for a person who flits between the two.

That’s three animals so far. If you read a book we reviewed recently, specifically this one:

The Power of When – by Dr. Michael Breus

…then you may have used the guide within to self-diagnose your circadian rhythm type (chronotype) according to Dr. Breus’s system, which divides people into bears, lions, wolves, and dolphins.

That’s another four animals. If you have a FitBit, it can “diagnose” you with being those and/or a menagerie of others, such as giraffe, hedgehog, parrot, and tortoise:

How Fitbit Developed the Sleep Profile Experience (Part 2 – Sleep Animals)

Five million nights

A team of researchers recently took a step away from this veritable zoo of 11 different animals and counting, and used a sophisticated modelling system to create a spatial-temporal map of people’s sleep habits, and this map created five main “islands” that people’s sleep habits could settle on, or sometimes move from island to island.

Those “five million nights” by the way? It was actually 5,095,798 nights! You might notice that would take from the 2020s to the 15970s to complete, so this was rather a matter of monitoring 33,152 individuals between January and October of the same year. Between them, they got those 5,095,798 nights of sleep (or in some cases, nights of little or no sleep, but still, they were there for the nights).

The five main phenotypes that the researchers found were:

  1. What we think of as “normal” sleep. In this phenotype, people get about eight hours of uninterrupted sleep for at least six days in a row.
  2. As above for half the nights, but they only sleep for short periods of time in bouts of less than three hours the other half.
  3. As per normal sleep, but with one interrupted night per week, consisting of a 5 hour sleep period and then broken sleep for a few more hours.
  4. As per normal sleep generally, but with occasional nights in which long bouts of sleep are separated by a mid-sleep waking.
  5. Sleeping for very short periods of time every night. This phenotype was the rarest the researchers found, and represents extremely disrupted sleep.

As you might suspect, phenotype 1 is healthier than phenotype 5. But that’s not hugely informational, as the correlation between getting good sleep and having good health is well-established. So, what did the study teach us?

❝We found that little changes in sleep quality helped us identify health risks. Those little changes wouldn’t show up on an average night, or on a questionnaire, so it really shows how wearables help us detect risks that would otherwise be missed.❞

~ Dr. Benjamin Smarr

More specifically,

❝We found that the little differences in how sleep disruptions occur can tell us a lot. Even if these instances are rare, their frequency is also telling. So it’s not just whether you sleep well or not – it’s the patterns of sleep over time where the key info hides❞

~ Dr. Edward Wang

…and, which gets to the absolute point,

❝If you imagine there’s a landscape of sleep types, then it’s less about where you tend to live on that landscape, and more about how often you leave that area❞

~ Dr. Varun Viswanath

In other words: if your sleep pattern is not ideal, that’s one thing and it’d probably be good to address it, by improving your sleep. However, if your sleep pattern changes phenotype without an obvious known reason why, this may be considered an alarm bell warning of something else that needs addressing, which may be an underlying illness or condition—meaning it can be worthwhile being a little extra vigilant when it comes to regular health screenings, in case something new has appeared.

Want to read more?

You can read the paper in full here:

Five million nights: temporal dynamics in human sleep phenotypes

Take care!

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  • 8 Signs Of Hypothyroidism Beyond Tiredness & Weight Gain

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    When it comes to hypothyroidism, most people know to look out for tiredness and weight gain, and possibly menstrual disturbances in those who menstruate. But those symptoms could be caused by very many things, so what more specific signs and symptoms of hypothyroidism should we look out for?

    Dr. James O’Donovan shows us in this short video:

    The lesser-known signs

    Dr. O’Donovan discusses:

    1. Asteatotic eczema (also called: eczema craquelé): dry, cracked skin with a “crazy paving” appearance, leading to fissures. It’s common on the lower legs, back, torso, and arms, especially in older patients and especially in winter.
    2. Cold peripheries with pale, dry, coarse skin: cold hands and feet, along with dryness due to decreased sweating; these invariably come together, though the exact link is unclear.
    3. Yellowish hue to the skin (carotenoderma): yellow-orange discoloration from elevated beta-carotene levels. This can easily be mistaken for jaundice and also occurs in diabetes, liver, and kidney diseases.
    4. Thin, brittle hair: the hair on one’s head may become dry, coarse, and fall out in handfuls.
    5. Loss of hair on the outer third of eyebrows: thinning or disappearance of hair in this very specific area.
    6. Slow-growing, rigid, brittle nails: slowed nail growth due to decreased cell turnover rate. Ridges may form as keratin cells accumulate.
    7. Myxedema: puffy face, eyelids, legs, and feet caused by tissue swelling from cutaneous deposition.
    8. Delayed wound healing: is what it sounds like; a slower healing process.

    10almonds note: this video, like much of medical literature as well, does focus on what things are like for white people. Black people with hypothyroidism are more likely to see a lightening of hair pigmentation, and, in contrast, hyperpigmentation of the skin, usually in patches. We couldn’t find data for other ethnicities or skintones, but it does seem that most of the signs and symptoms (unrelated to pigmentation) should be the same for most people.

    Meanwhile, for more on the above 8 signs, with visuals, enjoy:

    Click Here If The Embedded Video Doesn’t Load Automatically!

    Want to learn more?

    You might also like to read:

    The Three Rs To Boost Thyroid-Related Energy Levels

    Take care!

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  • Why Has Nobody Told Me This Before? – by Dr. Julie Smith

    10almonds is reader-supported. We may, at no cost to you, receive a portion of sales if you purchase a product through a link in this article.

    Superficially, this can be called a “self-help” book, but that undersells it rather. It’s a professionally-written (as in, by a professional psychologist) handbook full of resources. Its goal? Optimizing your mental health to help you stay resilient no matter what life throws your way.

    While the marketing of this book is heavily centered around Dr. Smith’s Internet Celebrity™ status, a lot of her motivation for writing it seems to be precisely so that she can delve deeper into the ideas that her social media “bites” don’t allow room for.

    Many authors of this genre pad their chapters with examples; there are no lengthy story-telling asides here, and her style doesn’t need them. She knows her field well, and knows well how to communicate the ideas that may benefit the reader.

    The main “meat” of the book? Tips, tricks, guides, resources, systems, flowcharts, mental frameworks, and “if all else fails, do this” guidance. The style of the book is clear and simple, with very readable content that she keeps free from jargon without “dumbing down” or patronizing the reader.

    All in all, a fine set of tools for anyone’s “getting through life” toolbox.

    Get Your Personal Copy Of “Why Has Nobody Told Me This Before?” on Amazon Now!

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  • Natural Alternatives for Depression Treatment

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    Questions and Answers at 10almonds

    Have a question or a request? You can always hit “reply” to any of our emails, or use the feedback widget at the bottom!

    This newsletter has been growing a lot lately, and so have the questions/requests, and we love that! In cases where we’ve already covered something, we might link to what we wrote before, but will always be happy to revisit any of our topics again in the future too—there’s always more to say!

    As ever: if the question/request can be answered briefly, we’ll do it here in our Q&A Thursday edition. If not, we’ll make a main feature of it shortly afterwards!

    So, no question/request too big or small

    Natural alternatives to medication for depression?

    Great question! We did a mean feature a while back, but we definitely have much more to say! We’ll do another main feature soon, but in the meantime, here’s what we previously wrote:

    See: The Mental Health First-Aid That You’ll Hopefully Never Need

    ^This covers not just the obvious, but also why the most common advice is not helpful, and practical tips to actually make manageable steps back to wellness, on days when “literally just survive the day” is one’s default goal.

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    Called “popcorn” for its appearance and tasty-snackness, this one otherwise bears little relation to the usual movie theater snack, and it’s both tastier and healthier. All that said, it can be eaten on its own as a snack (even with a movie, if you so wish), or served as one part of a many-dish banquet, or (this writer’s favorite) as a delicious appetizer that also puts down a healthy bed of fiber ready for the main course to follow it.

    You will need

    • 1 cauliflower, cut into small (popcorn-sized) florets
    • 2 tbsp extra virgin olive oil
    • 1 tbsp lime pickle
    • 1 tsp cumin seeds
    • 1 tsp smoked paprika
    • 1 tsp chili flakes
    • 1 tsp black pepper, coarse ground
    • ½ tsp ground turmeric

    Method

    (we suggest you read everything at least once before doing anything)

    1) Preheat your oven as hot as it will go

    2) Mix all the ingredients in a small bowl except the cauliflower, to form a marinade

    3) Drizzle the marinade over the cauliflower in a larger bowl (i.e. big enough for the cauliflower), and mix well until the cauliflower is entirely, or at least almost entirely, coated. Yes, it’s not a lot of marinade but unless you picked a truly huge cauliflower, the proportions we gave will be enough, and you want the end result to be crisp, not dripping.

    4) Spread the marinaded cauliflower florets out on a baking tray lined with baking paper. Put it in the oven on the middle shelf, so it doesn’t cook unevenly, but keeping the temperature as high as it goes.

    5) When it is charred and crispy golden, it’s done—this should take about 20 minutes, but we’ll say ±5 minutes depending on your oven, so do check on it periodically—and time to serve (it is best enjoyed warm).

    Enjoy!

    Want to learn more?

    For those interested in some of the science of what we have going on today:

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  • Dandelion Greens vs Collard Greens – Which is Healthier?

    10almonds is reader-supported. We may, at no cost to you, receive a portion of sales if you purchase a product through a link in this article.

    Our Verdict

    When comparing dandelion greens to collard greens, we picked the dandelion greens.

    Why?

    Collard greens are great—they even beat kale in one of our previous “This or That” articles!—but dandelion greens simply pack more of a nutritional punch:

    In terms of macros, dandelions have slightly more carbs (+3g/100g) for the same protein and fiber, and/but the glycemic index is equal (zero), so those carbs aren’t anything to worry about. Nobody is getting metabolic disease by getting their carbs from dandelion leaves. In short, we’re calling it a tie on macros, though it could nominally swing either way if you have an opinion (one way or the other) about the extra 3g of carbs.

    In the category of vitamins, things are more exciting: dandelion greens have more of vitamins A, B1, B2, B3, B6, B7, B9, C, E, and K, while collard greens have more vitamin B5. An easy and clear win for dandelions.

    Looking at the minerals tells a similar story; dandelion greens have much more calcium, copper, iron, magnesium, phosphorus, potassium, and zinc, while collard greens have slightly more manganese. Another overwhelming win for dandelions.

    One more category, polyphenols. We’d be here until next week if we listed all the polyphenols that dandelion greens have, but suffice it to say, dandelion greens have a total of 385.55mg/100g polyphenols, while collard greens have a total of 0.08mg/100g polyphenols. Grabbing a calculator, we see that this means dandelions have more than 4819x the polyphenol content that collard greens do.

    So, “eat leafy greens” is great advice, but they are definitely not all created equal!

    Let us take this moment to exhort: if you have any space at home where you can grow dandelions, grow them!

    Not only are they great for pollinators, but also they beat the collard greens that beat kale. And you can have as much as you want, for free, right there.

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    Enjoy!

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  • Modern Friendship – by Anna Goldfarb

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    It’s a topic we’ve covered before at 10almonds: Human Connection In An All-Too-Busy World.

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    After all the hard truths about modern friendship, she gets onto equally cheery topics such as why friendships fail, but fear not, solutions are forthcoming too—and indeed, that’s what most of the book is about.

    Covering such topics as desire, diligence, and delight, we learn how to not only practise wholehearted friendship, but also, how to matter to others, too. She finishes up with a “14-day friendship cleanse”, which sounds a lot more alarming than it actually is.

    The style is interesting, being personal and, well, friendly throughout—but still with scholarly citations as we go along, and actual social science rather than mere conjecture.

    Bottom line: if you find that your friendships are facing challenges, this book can help you to get to the bottom of any problems and move forwards (likely doing so together).

    Click here to check out Modern Friendship, and learn how to truly nurture and grow your connections!

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