Category: Chronic Disease

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Chronic Disease Medical

Day 1698 and Capitalize On My Pain

We often talk about solving “pain points” when doing product development and market fit work for startups. We have popular metaphors in this vein. Start a company that sells painkillers not vitamins is so ubiquitous a piece of advice I can’t even locate its original source.

I’ve been thinking a lot about how much I personally apply this motto to the pain I’ve experienced in my own life. I’ve had personal pain points (travel and miniatures cosmetics sounded small but the market proved itself out) and now I am working on a medical spa concept as a side project in our barn in Montana.

The two growth areas in America, and soon I imagine the world, is artificial intelligence and healthcare for aging populations. I’ve been particularly interested in complex chronic diseases and the holistic approach required to treat them as I myself suffer from one.

If I experience a problem my instinct is to solve it for everyone. So I figure if the data coming from Jackson Hole is to be believed I should find a way to integrate what I know well (technology and complex disease management) and use that experience help our elders age with less pain. Literally painkillers perhaps in some cases.

I found this listicle in some dreck of an SEO bot optimized website so apologies to any original bloggers but it’s a decent list of how to think through why we like this metaphor. Skip if you just want my human written personal content. I’m just experimenting with including extra content from AI for my own recording keeping.

The Reality Test: Do users actively seek solutions, or do you need to educate them?


• The Money Test: Does budget appear instantly, or do they “need to think about it”?


• The Urgency Test: Do they want it this month, or is it “maybe next quarter”?


• The Solution Test: Are they actively looking for alternatives?


• The Decision Test: Do deals close in 1-2 calls?


• The Value Test: Can they quantify the cost of the problem?


• The Team Test: Does the whole team being sold on it want it?

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Biohacking Chronic Disease Medical

Day 1694 and Every Last Bacteria

It’s been a strange summer. It has been 41 days since I had surgery to drain an abscess that has become a deep tissue infection.

American medicine failed me but Istanbul has excellent medical if you are motivated enough to travel to fix intractable problems. And I most surely am motivated.

Add in the daily guidance of consumer grade LLMs taking input from myself and my family doctor and I managed a pretty miraculous recovery. Yes the bots are friendly but my physician agrees. It’s a very successful clinical outcome.

That’s Perplexity if you are curious. I like their mobile application and model choice options. Though pity any poor hacker who gets in as they are going to see some gnarly pictures if they make that bad decision.

Alas I am noticing the folliculitis troubles flaring again just as I’ve begun a fitness recovery protocol. Which you will notice in the image if you read the above image closely.

Alas progress is never a straight line. The flare up is bad enough I’ve opted to start another round of antibiotics (my fifth in this process) so any remaining bugs of the MSSA varietal cannot manage any retrenchment.

I’m showering with the scrub up washes surgeons use, I’m swabbing my nasal cavities with muciprin, and I’ll do a Cephalexin course.

Having fully passed through the onboarding loading dose regimen of Bimzelx with significant side effects, I need to see if it stabilizes. All this suffering will be for nothing if I give up now. But I must get to a place where I’m not constantly fighting infection and it can maintain lower inflammatory biomarkers. How this goes is anyone’s guess.

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Chronic Disease Medical

Day 1692 and Your Wellness Isn’t A Demonstration of Moral Integrity

I am enjoying the adaptive training program prompt managed by an artificial intelligence which I’ve amended around my chronic health conditions as well as my considerable slate of biometrics.

I’ve been using it for a week now as I needed a recovery plan for the fitness losses that came with a month of bed rest recovery after my surgery in July.

Not to suggest I was in terrific shape before the surgery as it discovered a deep tissue infection that went so deep and so rogue I’d likely been suffering from it for sometime despite my attempts at preventative care.

It’s upsetting seeing your resting heart rate go from mid 80s to mid 60s. Realizing your high resting heart rate isn’t because you are a lazy fattybombalatty who doesn’t do enough cardio (real thing a physical therapist has said to me) but because you have a chronic deep tissue antibiotic resistant bacterial infection. Ain’t chronic disease a trip?

Anyways, I’m healing and trying not to overdo things in the process as I’m a bit stupid when it comes to wellness. More is always better has been my mental orientation for much of my life and it’s a hard habit to kick.

Workaholics Anonymous needs a subgroup for those of us who can find ways to over do literally everything. And I do mean everything. I did a stretching and mobility routine last night that had my heart rate at 150BPM doing seated spinal twists. Did I stop? Nope. I finished the 30 minute program. My adaptive training programs response?

Complete rest – no negotiations

And who am I to negotiate with an AI who has no emotions involved in the process of putting together a recovery training regimen. It’s not going to moralize at me.

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Biohacking Chronic Disease Medical

Day 1688 and Deciding What To Outsource to Artificial Intelligence for Health and Wellness

One of my Twitter mutuals recently published an artificial intelligence prompt for making an adaptive fitness coach which works inside any of the major large models.

Having recently been saved from going septic and a gnarly deep tissue infection thanks to clever diagnostics from the commercial chatbots I am considering what else they might be able to help me along with in my day to day.

Being failed rather regularly by doctors over a decade of chronic illnesses has made me skeptical of the institutions in American medicine. But having one doctor (a dermatologist) miss a glaringly obvious differential really shook me.

Her dismissal of the details and particulars wasn’t malice, but a function of the systemic inability to put enough attention on the details of the person in front of her. Attention really was all she needed ironically.

I’m sure she didn’t set out to be that kind of doctor, I’d bet she hates that it’s all 90 second visits and Medicare coding and making money for the private equity group who owns the clinic. I feel for her. She surely wants to get back to doctoring.

No one can spot every detail and retain the complexities of every case. Especially one like mine. But a computer has a much better shot at mimicking Dr House than I do at finding a Dr House for myself. And it certainly has a better chance than someone who let the system dominate them into breezing over the details.

So I am using my mutual’s prompt to see if I can outsource a very slow and adaptive return to fitness after my month off from exercise to recover from surgery. I like what I’m seeing from all models that I’ve tried it on but I imagine I’ll have all the same “me” problems with overdoing it and pushing too hard. But who knows, maybe this aspect of wellness is better handled by machine than by me.

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Biohacking Chronic Disease Medical

Day 1673 and Xenomorph Stitch Fix

My abscess surgery wound has finally sealed up (not over) at 20 days post operative with four rounds of antibiotics. I say up because wounds heal from the bottom up.

Having a deep wound means the four stages of haemostasis, inflammation, proliferation and remodelling can take weeks if not months. I’m very lucky.

Ironically I took this image from a hyperbaric oxygen therapy website. I healed without the aid of HBOT machine we purchased as it was still being routed through chaos of the trade war

When I got the pathology report a week later, learning it was an MSSA antibiotic resistant infection so bad it reached my deep tissues made me even more afraid.

A deep abscess around a horizontal ingrown hair that was “probably just an inflamed lymph node”

All because one damned dermatologist couldn’t be bothered to have an opinion when I sought preventative care because I am a responsible immunocompromised patient. Turns out I really did need an ultrasound and surgery.

I was lucky my surgeon was quite talented. The single stitch she was able to use has been absorbed. That was the hardest part. I could manage the draining pustulence and the pain just fine. But the only visibility into the wound’s healing process are only via secondary diagnostic clues. It’s a waiting game that requires a strong dampener on your disgust reflex.

As the stitch fell into the wound and curled up I felt panic. It looked like a ringworm infection or the gestation of a Xenomorph. If I had not had access to artificial intelligence diagnostic tools I don’t know how I would have managed if I’m very honest.

Your brain sees things and the limbic response invades your dreams. A stitch mimicking the infamously hostile endoparasitoid from Aliens is a bad time. I relied heavily on artificial intelligence to monitor its progression.

My phone is now cluttered with images of the wound’s progress. My varied AI applications accepted me uploading progress pictures after some experimenting.

A wound in one’s bikini area is a “trust and safety” team’s nightmare. Mike Judge’s “hot dog/not hot dog” classifier sketch from the HBO comedy Silicon Valley got a gender update as I managed my case.

I was uploading “Georgia O’Keefe/Not Georgia O’Keefe” imagery. The models were playing Cunt/Not Cunt for those who need a less polite euphemism for machine learning classifiers.

Ever wonder how classifiers in ML work?

I’m certain special interests will eventually seek to keep these tools away from patients. We will be scared into letting them. But I know I got better care from a large language model than half the doctors I encountered.

All this cost me most of the month and around four thousand dollars. Which isn’t bad for transit, hotel, and a surgery in Istanbul.

The losses I can’t quantify are harder. A number of people who deserve responses from me probably won’t ever get it.

An in-group drama, ironically over usage of artificial intelligence, was paused by me not because it was resolved but because I could no longer find the fight in me to insist on apologies and reciprocal support while on Cipro in a hospital bed. It’s not fun to learn who is and isn’t your friend through medical emergencies.

My apologies to an offline gentleman who was the unwitting irritant who triggered said social wound. Maybe I should have excised any social obligation to them just as the surgery excised the infected tissue.

Either way, August can’t come soon enough and artificial intelligence deserves the credit for keeping alive through July.

Perhaps that should be considered in the complaints my counter parties had over the utility and need for artificial intelligence. It’s no god or anti-Christ, but it’s a damn fine diagnostic tool. No wonder the stakes in that fight are so high. Everyone wants a cut when you get cut open.

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Chronic Disease

Day 1670 and Bile and Spleen

I am, as per usual, having a shitty summer. Once we cross the Solstice it’s me hanging on to sanity by ny nails praying for the return of winter.

I can’t recall a time I had a good summer except perhaps jn the hazy memories of my early twenties when I was probably too stupid, traumatized and physically healthy to know one way or another.

Now I’m smarter, sicker and I’ve done enough emotional work to actually feel it all. Don’t knock that desensitized disassociation kids you may miss it when it’s gone.

Maybe it’s simpler than that. Back in the aughts & the briefly booming Obama ZIRP teens, our global climate weirding just had not hit New York City hard enough for me to have really bad summers.

I always had a window air conditioner and enough cash to run it. Either way, a summer where I wasn’t miserable isn’t a memory I cant access now. It’s sealed off under the pain of the now. The past being a foreign country and all.

I’ve certainly not had a good summer in the last decade. I’ve got daily tracking data from the last six years of my life and the summer is just an unending torment of bad biometrics, pain, cabin fever and seasonal affective disorder. Bet you didn’t know it has a summer variant did you?

I’m always sicker when it’s hot. So it’s just bile and spleen for now. Almost enough to make me want to toss the entire daily logging project till the torment lifts. Since I won’t do that I’ll pour the misery on page.

I can’t wait to see what August has in store for me. My cold comfort is knowing I will be enjoying a long week of financial news. At least that you can do indoors locked up under the air conditioning.

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Biohacking Chronic Disease Medical

Day 1668 and Rounding The Corner

I really feel the weight of month of July today as I am just now getting the sense I am making a recovery. I did not have post surgical wound care for an abscess on my list of “to do’s” for the month but here I am.

Nor did I expect to work through a pathology report on my own while cobbling together the best blend of infection coverage through a globe spanning set of physicians and sub specialties.

I didn’t know what a sub dermal panniculitis was or how to treat an infection where that was a proximate side effect. But I learned and I managed my care to a much better result. I had real consequences from disinterested burned out doctor and I had to step up.

Frankly I’ve spent more time on artificial intelligence projects doing differential diagnostics on myself than I ever conceived was possible. I owner my own data and inputs and I could make inferences while corroborating it with physicians who are more interested in my care.

I am a slow healer and there is a high cost associated with immune suppression biologic drugs for chronic autoimmune conditions. I have no choice but to be active in my own care and tools as simple as a deep search on Perplexity take you so far.

There is a high cost to healthcare in America and it’s not getting any better. That I can now reliably use any number of commercial AIs to break down lab and pathology reports is a huge boon to all of humanity. Real miracles are happening because someone used AI to double check blood work and symptoms.

Healthcare gets rationed by price or by time and we’ve never really known an abundance of trained doctors in my lifetime. But we might have an abundance of intelligence about healthcare in our lifetime.

Part of put quandary with care in America is regulatory capture by organizations like the American Medical Association and others of its ilk. Of course they prioritize what works best for keeping their continued privileged position on care.

I lost a lot of time this month to health but I gained more than I realized. We are seeing changes in a system that has only ever known scarcity. And we know it’s not good enough.

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Chronic Disease Medical

Day 1666 and Disability Rolls

It’s a shame that National Public Radio is going out in a Trump fire as used to regularly produce reporting that I find informative. Look at this old piece of reporting. We have seen a steady rise of disability rolls.

Thanks to their work I was made aware of the disability industrial complex and I was introduced its scope and cost. Even 2013 National Review was singing its praises. And it is staggering that disability has become the fall off program for those who only have unskilled labor to offer. Disability replaced welfare. And it’s not gotten any better.

I think about how easily I could have ended up on disability myself given my health issues if I didn’t work an information economy type of job you can do sitting day.

But I also know there are ranges of accommodations for most of the work I have now. Things could change and that work might be less valuable. I’m sure many Americans are considering this as automation and artificial intelligence threaten knowledge work.

I was somewhat aware of the relationship to welfare burdens being shifted from the federal government to states during the Clinton era for the rise of disability as it is still paid at the federal levels.

Naturally it meant a growth in disability as Washington D.C. has more money than say Washington state. But to realize just how much money disability rolls have grown and how tightly related they are is salient in our current financial and budget situation.

Comparison of lowered welfare rolls to the rise of disability claims. Source: Social Security Administration Credit: Lam Thuy Vo / NPR

A person on welfare costs a state money. That same resident on disability doesn’t cost the state a cent, because the federal government covers the entire bill for people on disability. So states can save money by shifting people from welfare to disability. And there are whole corporations that exist to make that transition seamless.

We are burdened by the unfit to work as manual labor has nowhere else to go but we will find other disabilities and other ways to get around labor if the contribution to rears ratios don’t work out in someone’s favor. After Covid this calculus got a lot worse.

Especially if health insurance continues to skyrocket. Better a live of poverty and healthcare than a live of poverty and no healthcare. But who knows if we choose to tackle this problem and when. If it’s all about getting what you can and we are in the exit scam era of America I am afraid to learn about the privileges of working while disabled.

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Chronic Disease Medical

Day 1664 and Pathology Report

Well, we finally got the culture and pathology reports back from the hospital in Istanbul. For those not following along I had an almost emergency surgery of an abscess that got infected.

And it’s kind of a good news, bad news situation. I dislike the useless preventive care dermatologist who dismissed me even more now.

The good news is that nothing malignant or cancerous is going on. The bad news is that the abscess was a gnarly mix of acute and chronic inflammatory issues that turned from a basic case of folliculitis (albeit 3cm deep so required slicing) to a nasty MSSA case that is resistant to the doxycycline typically prescribed. Yay.

Didn’t know hairs could grow sideways and frack your tissues till they produce a juicy abscess.

A little synopsis of the reports thanks to our favorite LLM Perplexity analyzing the reports with the additional context of my health history, recently bloodwork and current medical regimen.

  1. Pathology Report Review
    Gross Description
    • Multiple grey-white tissue fragments, largest 0.6×0.3×0.3cm.
    • Specimens from the excised lesion.
    Microscopy
    • Neutrophilic (PMN) inflammatory exudate on surface, consistent with acute infection.
    • Proliferative vascular stroma, frequent erythrocytes, and mixed chronic inflammatory infiltrate (suggesting ongoing/recurrent inflammation).
    • Fibrinous exudate, abscess cavity, active chronic inflammation, granulation tissue: typical of a maturing or organizing abscess.
    • Panniculitis: inflammation extending into subcutaneous fat.
    No evidence of malignancy was found.
    Interpretation: This confirms an abscess with active, mixed (acute-on-chronic) inflammation and granulation, but no neoplastic (cancerous) changes.
  2. Microbiology Report Review
    Culture
    • Growth: Staphylococcus aureus (methicillin-sensitive; MSSA)
    • Sensitive: Erythromycin, fusidic acid, linezolid, teicoplanin, tigecycline, trimethoprim-sulfamethoxazole.
    • Moderate: Levofloxacin.
    • Resistant: Tetracycline.
    Gram Stain
    • Numerous leukocytes and Gram-positive cocci in clusters, confirmatory of acute bacterial infection and consistent with S. aureus.

So the doxycline and indeed any of the basic tetracycline types I’ve been taking are useless. The extra five days of Augmentin were all for naught after I finished the Cipro. Thank goodness for topical antibiotic I am using is fusidic acid.

I’ll be moving to erythromycin orally and hoping for the best as once I finished the Cipro I started Augmentin which seems to have been functionally useless as a holding pattern antibiotic based on this report.

I’ve had a systemic staph infection before and it’s no fun. I’ve done IV antibiotics and I don’t know if I’d like a repeat. It’s my hope that Erythromycin does the job from here.

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Chronic Disease Medical

Day 1660 and Upchuck

I’m a week out from an unexpected “do it immediately, yesterday preferably” surgery on a cyst that went from “watch and wait” advice to hurry before it is a “septic crisis” faster than clearly the first doctor expected.

It’s a long story and if I felt better I’d link up all pieces in the two month saga of failed preventive care that had me flying into surgery to get sliced open. I’m not sure this IL-17 inhibitor is working out for me. Sure my inflammatory numbers look great but I can’t be constantly managing infections that require a scalpel.

I had a week of Cipro and the wound is looking good. I’m still waiting on a pathology report but I’m guessing it’s not arriving today. I am praying that I don’t need a follow up antibiotic but also I’m afraid to not be on one while I still have an open wound knitting back together.

Also I’m hoping for my tendons to remain strong. A fun side effect of Cipro is a much increased risk of tendon injuries for literally months afterwards. No intense workouts for me till the fall.

I took my last dose of Cipro this morning and within a few hours I was losing my lunch. Well my breakfast really. Don’t just eat acidic kiwis after a week of antibiotics folks. I am fairly sure none of the antibiotic came up but who really knows.

I am swinging from dumb medical calamity to stupid medical crisis every other month as I attempt to correct biometrics and optimize different variables. All I achieve is a the occasional small incremental grinding gains for my troubles. Maybe that’s what caused me to be sick to my stomach. Despair makes you nauseous right?