Uncertain Health in
an Insecure World – 70
“So What?”
Throughout 2015, a Microsoft Cloud ad touted the world-wide connectivity
of some 450 million fanatics to Real Madrid football, positing that “It is not
the device that is mobile… It is You!”
“So what?” is the Real
question.
On the threshold of 2016, an idea remains pervasive that good
health is a gift of better healthcare. In truth “It’s not the system of care that
brings health… It is You!”
“So what?” is it
that keeps humankind trapped in the era of imprecision
medicine.
Despite technology triumphs and access upgrades, most patients
still fly blind through a flawed healthcare system. This is partly because the
experience dis-empowers patients and dis-intermediates physicians.
“So what?” can be done to connect purported innovations with perceived
needs.
Modern medicine’s current whack-a-mole approach to disease detection
is wasteful. For example, the cost of false-positive mammograms performed on American
women exceeds >US$4B per year!! Could this have anything to do with the huge
number of imaging sites offering this basic diagnostic service?
Generalist physicians often function like epidemiologists.
Their point-of-care clinical decisions can be enhanced by simply adding one or
two data points. For example, public health information about the local
prevalence of beta-hemolytic strep cultures and antibiotic prescribing patterns
could reduce defensive medicine’s sore throat over-treatment bias, and the rise
in drug resistance.
Specialist physicians frequently apply aggregated randomized
clinical trial (RCT) and registry data to patient care. Unfortunately, many
patients just don’t respond. Despite statistically significant data showing a cohort
treatment’s benefit, averaged RCT responses are not a great predictor of
individual patient responses.
“So what?” can be
done. Views vary…
Enter two experts.
Michael Porter and Thomas Lee have proposed a new strategy
to “fix” struggling healthcare
systems around the world (Harvard
Business Review, October 2013). They suggest a laser-like focus on the
needs of the patient, and more rational service delivery in the right
locations. They warn that there are no “magic
bullet” solutions to the systemic problems and entrenched forces negatively
impacting healthcare value for patients.
The lack of precision in the maintenance of wellness is even
more shocking.
Leroy (Lee) Hood founded the Institute for Systems Biology in 2000, when he and others at the
University of Washington became convinced that RCT’s alone could not reflect
the complexity of individual disease biology. Their novel P4 paradigm – Predictive,
Preventive, Personalized and Participatory
– aggregates billions of human data points in the Cloud, reflecting the genomic
and environmental factors characterizing illness and wellness at
the organismic level.
Of note, the genetic risk of illness is not a disease state.
But if early-onset Alzheimer’s risk can be identified before
the transition from organismic illness into clinical disease, an intervention
to delay the onset could be very useful. For example, in early prion brain
disease, arachidonic acid metabolic and calcium signaling changes in the glutamate
receptor ionotropic N-methyl D-aspartate 1 (GRIN 1) protein superfamily (below) might offer interventional targets.
A new age registry study – the 100K Person Wellness Project – has been underway in Seattle
Washington since 2014. So far, one hundred and seven “well pioneers” have had
their genomes sequenced, and their gut microbiome, clinical, proteomic, metabolomic,
and Fitbit gyroscopic little data moved to the Cloud. Up there, 107 ‘N=1’ dense
data experiments have yielded >35,000 correlations designed to establish
each individual’s genetic risk for sixty diseases. Resulting high- or low-risk
genetic probability markers have revealed several actionable possibilities.
Wellness coaching opportunities to encourage personal behavior changes were
available for 70% of this cohort. For example, when hemochromatosis homozygous
subjects with arthritis proactively pursued weekly blood drawing, they were
restored back to normal health (i.e., wellness).
That’s “So what!”
These well pioneers actually took back control of their individual health!
In order to more widely apply P4 approaches, new technologies are needed. These include 3rd
generation DNA sequencing (cheaper, faster), peptide protein capture agents (for
ELISA assays on micro-sized blood samples), dynamic personalized data
(individualized Clouds), selected reaction monitoring (SRM) assays for targeting
blood proteins (reflecting specific cellular network perturbations in lung
cancer, PTSD, etc.), and single instrument multiplex diagnostics for micro RNA’s
and RNA sequencing (based on existing scientific evidence).
Some companion diagnostics are now available for home use.
But patients still have to go to the doctor for treatment.
“So what?”, then,
is the value of all this testing… to You?
Real value lies in information collected and modeled
being actionable at an individual level.
We in the Square begin 2016 full of hope, but with many
unresolved “So what?” questions.