Monday, May 31, 2010

Post 200: Cancer & Natural Disaster Dynamics

Note: This marks my 200th post, according to my Blogger archives, of attempting interdisciplinary inquiries into the human condition via essays.

Above: A picture from Squaw Valley near Lake Tahoe in California; quite a scene for late May! Note the eye-pleasing aesthetics of this fractal landscape.


Cancers, like avalanches, can be devastating.

Both are events that we'd like to prevent from causing catastrophe.

Cancer is a single cell gone haywire. An avalanche is a single snowball gone awry.

And nothing acts independently; interdependent communities (see The Daily G) tie these single entities to the fates of those in their proximities.

Cancer is a single cell that has manipulated its nearest neighbors into dividing uncontrollably. In time, this cancerous cell and its deceived 'followers' reach a critical mass, forming a tumor. For awhile, cancerous tumors remain isolated (Stages I-III), and extraction of this dangerous region of body tissue is still possible (say with robotic surgery): Physicians can still, "remove the tumor," as Nassim Taleb likes to say (hat tip to Dave Lull). However, cancer tumor mathematics behave like avalanches do: that is, explosive pressure builds up rather silently for awhile and then, all of the sudden, cascading effects spread nonlinearly and unpredictably with the force and fervor of a hurricane. This type of systemic rupture--a blow up--is known as metastasis in the context of cancer dynamics. As cells from the original tumor migrate throughout the body--like the snowballing that marks avalanche unfolding--other organ systems feel the effects: these shock waves, which initially only influenced a localized region, now begin degrading global physiological functioning (the entire mountainside starts crumbling). In a fractal manner, the 'one-cell-deceiving-neighboring-cells-to-produce-a-tumor' process repeats itself, throwing kindling on the burning fire. As this miscommunication problem expands like a forest fire, patients experience the signs and symptoms that we call Stage IV Cancer. At this point, the medical treatment approaches resemble those of fire fighters attempting to contain large-scale epidemics in the hills: chemotherapy is like direct attack, for instance.

And, the best way to counter a forest fire is to recognize and extinguish it during its early stages. The same applies to cancer (and to avalanches). Once the flood gates open, the limits of being human curb our intervention abilities. That doesn't mean we don't try our best to contain and treat the problem--we do--but when it's all said and done, we realize that the mathematics of these natural disaster phenomena suggest we'd be wise to expend resources up-front (prevention and detection) to nip these problems in the bud before they ever gain any sizeable momentum to start snowballing, cascading, spreading, and metastasizing (often, uncontrollably, unfortunately).

It's fascinating to then extend these links to economies, especially in light of the notion that economies are just fractal manifestations of physiologies, produced by simplicity embedded within simplicity, creating extensive complexity along the way. If economic bankruptcy for society is like a cancerous human body, and if cancer mathematics resemble those of avalanches and forest fires (and earthquakes, etc.), and if we suspect that the misbehavior of markets follows rough Mandelbrotian randomness and fractal flickering (Pareto / Zipf / Le'vy / Taleb et al. power-laws; though, Mother Nature tends to obey gravity, while digitally-driven extremistan markets face virtually no real physical ceiling), then hybridizing oncology with other disciplines seems like a decent idea to me. For starters, we could look at how detection and prevention of catastrophes are understood, studied, and practiced in these different fields.

1. "Forests and trees are a good line of defense because they hold back snow like a giant fence."
2. "Another good way to prevent avalanches is to break up heavy masses of snow."
The net result:
"As long as these methods are followed, many avalanches can be prevented each year. Of course, it is always important to know that none of nature’s disasters can be wholly prevented. Therefore, it is best to be prepared for what may someday come."
From these notes on avalanche mitigation, we could deduce a few conclusions about economic reasoning. Namely, economics and its associated mathematical modeling tend to push people to discard of redundancy. At the margin, profit maximization in the short-term, for instance, nudges firms to remove or change the use of any resources that don't drive the bottom-line toward the green right away. This stands in stark contrast to Nassim Taleb's Black Swan recommendations for how to be robust: (1) reduce leverage, (2) be over-insured, (3) avoid clustering, and (4) be resistant to shocks. Based on some forms of economic reasoning, trees that currently prevent avalanches would suddenly appear to be nuisances to resort owners: "Cut them away; their blocking our ski runs," they may say--that is, until that day, when the system-sans-reinforcing-and-redundant-scaffolding-nodes crashes to the ground, knocking out the recently built ski lifts, costing the company an unanticipated fortune that its insurance policy fails to cover properly. Similarly, in economies, when firms get 'too big to fail', the risk of blow-ups surfaces rapidly. Breaking up large chunks of snow is like enforcing anti-trust policy, as one possibility. Of course, deciding when to intervene is not easy: just exactly when did that clump of snow get too big for its local environment to handle anyways? But the connections are there, regardless. When gigantic firms go bankrupt, the resulting shockwaves effect the entire economy, as we've seen recently with the banking industry collapsing. Likewise, when large tumors start metastasizing (physiological bankruptcy), the entire body starts malfunctioning. In medicine, I see room for translating lessons learned from handling disasters in nature to caring for patients in emergency rooms, clinics, hospitals, and elsewhere (with a kindred spirit to the integrative work that Didier Sornette at UCLA likes to do).

Finally, this reflection reveals the importance of a related issue: accurate detection and preventive intervention. Much of what self-experimentation supplies is linked to tools for increasing self-awareness. In a way, self-experimentation (blending the Qualitative and Quantitative Self) is an execution framework for becoming more aware of ourselves and our multidirectional interactions with our immediate surroundings. For example, in his recently published paper, "The unreasonable effectiveness of my self-experimentation," Seth Roberts discusses how artisanal and hobbyist (stochastic) tinkering reflects human nature, and self-experimentation captures and applies these dynamics effectively. Whether working to prevent headaches, avalanches, or cancers, people must have ways to detect information signaling correctly; that's the foundation of Meta-Rule formation as a method for mapmaking.

And, when I work on cartography, I attempt to be hyper-optimistic in concert with being some type of skeptic; I do my best to see potential and seek promising opportunities while simultaneously working to hedge against instability, against avalanche-like catastrophe.

I want to prevent cancer disasters fervently, but I also want to detect serendipity perceptively. Yet, the Paradox of Living (searching versus acting) makes another appearance when we realize that preventing and curing cancer are really the same thing fundamentally.

What does that mean? Easy: self-similarity.

To good health,

Brent

7 comments:

  1. On redundancy:

    My paternal grandfather was an engineer who did design work on many large civic/public-interest projects like bridges, power-stations and warships. He admired the old Victorian Age engineering culture and always maintained that the final destruction of this golden age was wrought by accountants seeking efficiency (and Thatcherism/Monetarism with all its interfering bonus-seeking civil servants).

    Structures used to be made to last, with extremely high tolerances and layers of redundancy. Now even houses fall apart in no time, often due to the meanest, most short-sighted corner-cutting (such as the increasing use of unskilled and flimsy roofing techniques), and many expensive items can no longer be repaired and must be continually replaced.

    Efficiency - for whom?

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  2. @thedailyg. You can say that again!

    My wife is from China, and she and practically everyone else in and from China would much prefer buying and moving into a brand new house rather than a "used" or "old" house. She had reservations when we purchased our current home, which was built (and very well, I might add) in 1948--during the post WW2 housing boom in Southern California. She was worried that such an old house wouldn't last much longer. She even asked what the expiration date was! LOL. I tried to explain to her that houses can last many centuries if they are well built. My dad lives in the house that his mom was born in. It's an old farm house in the exurbs of Buffalo, NY, and was built in 1880. It's still standing and going strong.

    Now that it's come to light how much of a problem is off-gassing of toxic chemicals, especially in new construction, she's come to realize the value of a well-built "used" house. :)

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  3. Thanks, G and Aaron.

    In Sacramento, during the recent housing bubble, developers were building "cookie-cutter" homes with cheap materials and little architectural integrity or design: tract housing, as they say. And, they went one step further in reducing redundancy: they even built developments in dangerous flood plains! Now that the bubble has popped, Sacramento is left with sprawling suburbs of cheap homes that are not built to last, and there is nothing else to do with them except let them sit and serve as eyesore-reminders of the insatiable greed that drove the past few years.

    Who knows how these homes, which were designed to be built from scratch in very little time, will hold up over the years? Great for emergencies, not for neighborhoods.

    Best,

    Brent

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  4. Glasgow is full of beautiful old sandstone tenements, a bit like in New York (I think) - only millionaires could build such homes from scratch now.

    Aaron - right next to where my brother and father live there was a sort of swamp; developers drained it out and stuck cheap nasty commuter houses on it: these are virtually guaranteed to subside as the developers merely pumped out the swamp and didn't do anything to the surrounding land; in fact, I've heard that after a few years they're already having problems. And there was me thinking that the parable of 'the man who built his house on sand' was simple enough for a child to understand...

    My grandpa told me the eye-popping story of the time he worked on a certain Scottish nuclear power-station, designing the gantry-crane that would move the fuel-rods around. This was during the Thatcher era. The civil service bods who gave his team the contract kept changing the requirements at the last minute; he would manage to squeeze in all of their requirements and then each time they would come back and say "oh sorry - forgot to say, it has to be this weight" "oh sorry - forgot to say, there'll be a concrete dome at this height above it so it has to be squat" "oh forgot to say old bean, it also has to move barrels of waste around" (entails: auxiliary crane}. I dunno if they were trying to get more for less of a fee or were just utterly incompetent. Either way, we're talking about NUCLEAR FUEL-RODS... Helloooo, like, priorities!?

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  5. @G: This reminded me of something that I like to say regularly: "You cannot build a sturdy castle out of sand and Elmer's Glue." This means, to me, that you cannot fuel your body with excessive sugars (sand & glue) and expect to produce a healthy physiology, no matter how much exercise you do (nor how effective your exercise is, really).

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  6. @Epistemocrat:

    What about glass, wood and aluminium? :-)

    http://www.cracked.com/article_16449_7-people-from-around-world-with-real-mutant-superpowers.html

    (see #5)

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  7. @G: I stand corrected!

    I guess those inputs work in some rare n=1 cases ... the Problem of Induction strikes again.

    lol

    Nice find, amigo.

    Best,

    Brent

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