Showing posts with label ontogeny. Show all posts
Showing posts with label ontogeny. Show all posts

Saturday, January 9, 2021

Phantosmia

AKA Regeneration of Olfactory Neurons and Combinatorial Perception in People Recovering from the Novel Coronavirus of 2019

This comes from a post-scripted entry to another post about the Tree of Heaven, to which I am pseudo-anosmic.

After some traumatic disturbance to your olfactory neurons, like from being attacked by a virus, you may experience changes in smell or taste. This is also called anosmia, partial anosmia, paraosmia, or phantosmia, the last referring to not a loss of smell but a change in the way things smell.

Phantosmia, like all phenomena in olfactory science, is not understood enough to say much from an evidenced-based point of view. I'm making a broad speculation here, not to explain, but to make someone interested enough that they will investigate further for themselves, and maybe even initiate more research into the topic.

The change in smell that comes from phantosmia is common, but its origins are often overlooked. It likely signals a change in the structure of neurons used to smell. These are the only part of your brain that pass the blood-brain barrier and rest outside your skull, in the mucous atop the epithelium skin way up in the top of your nostril canal (right where they swab that sample for your PCR test by the way, and not a coincidence). These neurons are thus both very vulnerable to damage, and able to regenerate indefinitely.

Combine this with another fact about olfaction -- it is combinatorial. That means when you smell "apple," there are a bunch of different receptors all lighting up in a pattern that means "apple." There is no Apple receptor, and no gene that codes our nose for Apple. For some there are, but for the most part, no. Olfaction is all gestalt. Take one piece out, and the entire picture gets weird as hell. Something's wrong but you can't tell what. So your brain misfires, it says "cigarette smoke" when it's really something else entirely. 

But after damage to your system, it is re-learning how to smell. Your nose-brain is a deep learning neural network that requires countless iterations to "learn" what a smell is. And while it's relearning after an infection, it gets confused.

In a very mild manner, and for reasons I will attribute to having been infected myself, my Tom Ford Italian Cypress lost its depth and presented as cinnamon and bubblegum, for about three days. If you've ever smelled Italian Cypress (and if not good luck it's discontinued since 2014), you would know that it does NOT smell like cinnamon and bubble gum. That's happened to me once before, and I will now assume it was because I was then also mildly infected with a virus. (Twice before actually, because the first time I ever smelled it, this is what I got, and why I didn't buy it; after almost a week the blotter revealed its powerful basenote, so I eventually gave it another try, and eventually I could smell the "whole thing," and then went and bought a bottle). 

And another thing -- when faced with new smells, we tend to call them bad. After repeated exposure, we can start to see them as good, but it's more likely we call new smells bad at first. Or at least "weird." So if your system is relearning how to smell, then lots of typical odor exposures will present as "bad" to you, simply by their being new, that is, new to your newly developing system. And all of the sudden, anything that doesn't compute properly on your new system could become "cigarette smoke," for example. Rotten meat is another good one for this, but it could be anything really (and it could also be really debilitating, just imagine.)

We also really suck at naming and describing bad smells. What does the Tree of Heaven smell like? How about a stink bug? Or go ask the folks at the South Coast Air Quality Management District about this. There's a direct correlation then, about the mental propensity for linguistically encoding sensory data, and combinatorially processing that raw data in the first place. Not only is it hard to "find the name" of a bad smell, it's actually hard to even "smell" it in the first place. 

Eventually, the system will recalibrate and relearn how to smell, and you'll be back to normal. But that doesn't always happen. Blunt trauma can kill those neurons forever. Really bad infections too. Sometimes it doesn't come back because you're not using it; like therapy after a stroke, it only comes back if you try really hard to use it.

And some of us, well, we're just getting older. Things don't work like they used to. And not only that, changes in smell can predict all kinds of neurological diseases decades in advance (Parkinson's, Alzheimer's, etc.).

But don't lose hope, I have apparently learned how to smell something new at 40 years old -- something I never had smelled before -- the Tree of Heaven. This may sound outrageous (it still does to me), but this massive revelation in olfactory research puts a lot of the details into that story. It comes from two different studies, one from Hebrew University and one from the Harvard Medical School, both of which are saying that there's two layers to olfactory perception, with the first layer of coding based on physicochemical properties of the odorant, and a second layer coded by your previous interactions with it. 

I'll repaste their description:
The general profile of excitatory vs. inhibitory responses by mitral cells changed with learning and task demands. In naive animals, most responsive cells (71%) responded by excitation to the odours. Following the learning of the 5-decision boundary task, the ratio of excitatory/inhibitory responses reversed. After learning, the majority (71.4%) of neurons now responded by inhibitory calcium transients to the odours (Fig. 6C,E). The ratio of inhibitory vs. excitatory responses reverted back to normal after retraining the mice on the 1-decision boundary task. Specifically, 73.3% of responsive neurons were again excitatory on day 18.

Hebrew University - Flexible Representations of Odour Categories in the Mouse Olfactory Bulb. Elena Kudryavitskaya, Eran Marom, David Pash, Adi Mizrahi. Hebrew University of Jerusalem. Mar 24 2020. BioRxiv. doi: https://doi.org/10.1101/2020.03.21.002006

Harvard Medical School - Stan L. Pashkovski et al, Structure and flexibility in cortical representations of odor space, Nature (2020). DOI: 10.1038/s41586-020-2451-1

If you lost your sense of smell, or can't get it back, check out some of these links to get more info about it and what you can do:

How Covid-19 can damage the brain
June 2020, BBC Future

How COVID-19 causes smell loss
July 25, phys.org

Suggested mechanism for COVID-induced smell loss - David H. Brann et al. Non-neuronal expression of SARS-CoV-2 entry genes in the olfactory system suggests mechanisms underlying COVID-19-associated anosmia, Science Advances (2020). DOI: 10.1126/sciadv.abc5801

AbScent - UK Organization raising public awareness of smell loss

National Institute on Deafness and Other Communicable Disorders (NIDC) - Smell Disorders

ENT UK - Loss of Smell as Marker of Covid-19 Infection

What Makes a Better Smeller?
Asifa Majid, Laura Speed, Ilja Croijmans, et al. Sage Pub., Jan 2017, volume 46 issue pp 406-430

This paper covers olfactory deficiencies and factors that make someone a better smeller, is based on neurodiversity and odor environment, and reviews how ambient odor or culinary traditions can influence odor perception.

There are at least three factors to consider as foundations of variation: our biological infrastructure, the experiences we navigate during our lifetime, and our physical and social environment (biology, experience, environment). Note the Japanese masters of koh-doóan, the ancient Japanese tradition of incense appreciation.

A few more recent sources of info on this topic:
Eric Song et al. Neuroinvasion of SARS-CoV-2 in human and mouse brain, Journal of Experimental Medicine (2021). DOI: 10.1084/jem.20202135

David H. Brann et al. Non-neuronal expression of SARS-CoV-2 entry genes in the olfactory system suggests mechanisms underlying COVID-19-associated anosmia, Science Advances (2020). DOI: 10.1126/sciadv.abc5801

Trying to Make Sense of Long COVID Syndrome, Dr. Francis Collins. NIH Director's Blog, January 19th, 2021. https://directorsblog.nih.gov/
***
image source: Neural cells in a live mouse - Richard Roth and Richard Huganir

Tuesday, December 10, 2019

The Evolving Artificial Organism



A taste of things to come, researchers are finally firing-up an artificial organism to record how it evolves from primitive unicellular origins to hyper-plexed associative memory network.

The artificial organism unfolds in a virtual world at over ten-thousand generations per hour (kind of hard to do in real life). We can then see how higher beings develop the ability to create associations, and eventually use this knowledge to build more intelligent robots.

Good thing olfaction is the prototypical primordial sensory system, because that’s why this new research is being posted right here. But think about this for a moment – there is no artificial nose. We already have the seeing retina, the hearing cochlea, and even a hand that feels. The nose however, has not been reverse-engineered.

There is a true challenge in replicating the sense of smell, and that is because our sense of smell is programmed by our autobiography. Smells don't mean much to us outside of our subjective experience with them. You just can't upload a dictionary of smells into an electronic nose and expect it to recognize random odors in its environment.

The only way you could do that is if you had a robot that grew up, just like a little kid, with multimodal experiences, social integration, and existential episodes, all associated together and built together into the tangled ball of nerve fibers that we call Self.

Your robot would then have its own limbic system, programmed by a childhood of interaction with the world. It would have to develop a life of its own, an autobiography. This self-identity would then be the substrate upon which the odor network is built. It could then recognize odors, as they would stimulate physiological and emotional responses and associative episodic memories.

Because smell is so tied to our limbic system, it requires a body in order to work. A cerebral organoid isn't a body per se. And neither is an artificially intelligent neural network. And neither is a robot that “comes to life” as a fully-formed adult, all booted-up and ready to go. Humans don’t do it like that. You can’t have a self without a history. (See Patient HM for more on that, however.)

What this new research now reminds us, is that not only does an artificial intelligentity need a body in order to smell, it also needs a lifetime of learning as well.

Notes:
Sep 2019, phys.org

Anselmo Pontes et al. The Evolutionary Origin of Associative Learning, The American Naturalist (2019). DOI: 10.1086/706252

Post Script:
Finally seeing someone recognize the utility of studying olfaction in the context of machine learning artificial intelligence:

"Srinivasan says he will focus on how noise or variability in odor coding determines the balance between discrimination and learning, explaining that the variability the duo is finding in their work might be a mechanism for distinguishing odors, which could be applied to making better machine learning or AI systems."
July 2019, phys.org

Wednesday, April 12, 2017

Embryos Can Smell Too

Comparing the embryonic development of various animals, Ernst Haeckel's Art Forms in Nature                   

Among the myriad ways olfaction is set apart from all other senses, this is perhaps the most important – Smell is the first sense to develop in ontogeny (the ‘lifetime’ of an organism), and begins in the womb.

We know babies can hear in the womb, but it isn’t often considered that they can smell too. Smell is a form of chemosensation. And if we think of an embryo as floating in a chemical soup, it makes sense that such an organism would be able to sense its surroundings. Possibly more surprising than this, it should be noted that adult humans have olfactory receptors in other parts of their bodes besides the nose. Certain organs are populated by the same nerve cells that relay the presence of aromatic molecules to our thinking brains via olfactory perception.

Here we must distinguish between sensation and perception. It is a misnomer to say that an embryo, or any such simple organism, can smell. Can you see with your eyes closed? Well, yes, but it depends on what you mean. The photoreceptors in your eyes still work whether your eyes are open or closed. In fact, they never stop working. The “seeing” part of you may stop, but the receptors are on all that time, ready to be stimulated by the most gentle of photon showers. (And when there is none – they make things up!) Babies in utero too can sense light levels in this way – but is that “seeing”? Not so much. And is it the same with smelling? Sort of. Perception requires a brain, but to sense does not. Plants can smell. Not really though; they can only sense chemicals.

Back through the mirror again, what does it mean for adult humans to smell, to perceive chemical signals? It is not a cognitive sense, or should we say a ‘cortical sense’. Smell is different in the way it uses a cortex, the perceptual-processor that creates an experience in our minds. For smell, the ‘processor’ is the limbic system itself, a beta-brain that runs inside, underneath, or within our more advanced human brains. This limbic system-chemical signal interaction is much more akin to the way a plant “sees” a sunset than a human. And so, to say that an embryo can smell, is less of a stretch than to say that it can see.

It makes matters more complex, however, when the chemical environment of the organism in utero actually affects its adult behavior. But because smell is a learned perception – an emergence of episodic memory – the osmic sensorium that we experience today and ultimately the way we respond to it, is predicated upon the very primitive origins of our ontological journey.

Post-Script
Study shows embryos can learn

Pond snails are able to sense chemicals released by their predators whilst they are still embryos in the egg and alter their behaviour accordingly, according to new research at Aberystwyth University and the University of Exeter and Plymouth University

When snails are exposed to predator smell during this very early developmental stage, they are better able to avoid predatory fish once they hatch...

The ability to respond to potential predators while still in the egg may be extremely important in allowing young vulnerable snails to survive.