By symptom
High blood pressure concern.
The reading came back elevated. You want the full picture before you start a prescription.
What’s actually going on
How I think about this.
Hypertension is the most common diagnosis in adult medicine and one of the most templated. The reflex is to start a medication, often before the workup has actually identified what is driving the number. That fixes the reading but misses the diagnostic information.
The drivers I see most are insulin resistance (the metabolic syndrome pattern almost always carries hypertension with it), sleep apnea (often missed, and often the largest single contributor when present), sodium-potassium imbalance (more about low potassium than high sodium for most patients), magnesium insufficiency, kidney function shifts that haven't quite crossed the diagnostic threshold yet, hormonal patterns (aldosterone, cortisol, thyroid), chronic stress with sympathetic nervous system overdrive, and the elevated ApoB that often runs alongside.
Blood pressure also reflects vascular health, which means the read points to interventions beyond pressure itself. The same patterns drive cardiovascular event risk, cognitive decline, and erectile dysfunction. Treating the reading without treating the system is treating the symptom.
The physician’s lens
How I read this in practice.
I read blood pressure with proper measurement first: cuff size right, multiple readings, ideally home readings averaged across days. Then the full cardiometabolic panel with fasting insulin and HbA1c. Kidney function (eGFR, BUN, urinalysis), electrolytes with magnesium, the thyroid panel, hsCRP. For new hypertension, I screen for sleep apnea. The metabolomic panel adds the upstream context that often points to the specific lever to pull first.
The systems behind it
Where this symptom comes from.
Most cases touch more than one. Open each area to read the biology underneath.
Biological pillars
Pillar
Metabolomics.
Urinary organic acids read the upstream patterns of energy production, neurotransmitter balance, detoxification, and recovery.
Read this pillarPillar
Exposomics.
You cannot optimize a system under continuous environmental pressure. I measure the load directly.
Read this pillarPillar
Chronobiology.
Every hormone, immune function, and metabolic process runs on a circadian schedule. The disruption is measurable, and the consequences are systemic.
Read this pillarSpecialty practice areas
Specialty
Cardiovascular health.
Advanced lipidology. ApoB, Lp(a), inflammation, particle size. The panel that actually predicts events.
Read this specialtySpecialty
Metabolic health.
Insulin sensitivity, body composition, cardiorespiratory fitness. The whole-organism metabolic system, read against optimal, not disease.
Read this specialtyWhat I’d test first
The data that explains it.
Blood pressure work needs the cardiometabolic panel, the kidney and electrolyte read, and the inflammation and insulin axis together. The metabolomic panel adds the upstream pattern most primary-care workups don't catch.
Blood work
Cardiometabolic blood panels
Reads ApoB, fasting insulin, kidney function, inflammation, and electrolytes. The full vascular and metabolic context.
Read the panelAdvanced testing
Metabolomix+
Adds the magnesium status, B-vitamin story, and oxidative stress patterns that often shift pressure when corrected.
Read the panelWhile you wait
Moves worth making before testing.
These are the levers I’d pull while we set up the workup. Most of them produce real signal inside two weeks.
- Measure properly at home. Same arm, same time of day, three readings averaged across a week. The reading in the clinic is often the worst one you will ever get.
- Lift heavy two to three times a week. Resistance training drops resting pressure as reliably as most medications.
- Cut alcohol entirely for two weeks. Even moderate intake raises pressure more than most patients realize.
- Eat more potassium. Leafy greens, beans, potatoes. The sodium-potassium ratio matters more than sodium alone.
If two weeks of the basics doesn’t move the needle, that is exactly the kind of presentation a Precision Call exists for. Your biology is telling you something the lifestyle layer cannot fix on its own.
More reading
What I’ve written on this system.
Article
The future of precision medicine, and the role metabolomics plays in it.
Precision medicine is where the field is going. Metabolomics is one of the most important reads it brings online. Here is what is real, what is hype, and what I think a practice will look like in ten years.
Read thisArticle
Metabolomics and weight loss: finding the blockers.
When weight loss is not responding to the right inputs, the blocker is usually metabolic. A metabolomics panel surfaces the specific blocker so the intervention can match it.
Read thisArticle
Hormone imbalances, read through a metabolomics lens.
A hormone panel tells me the levels. Metabolomics tells me what the body is doing with those levels. Together they explain symptoms a hormone panel alone misses.
Read thisBrowse other symptoms
Something else on your mind?
Fatigue and low energy
When the tank stays low no matter how much you sleep.
Brain fog
The lights are on but the signal feels weak.
Poor sleep
Either you can't fall asleep, or you can't stay asleep.
Digestive issues
Bloating, irregularity, sensitivities that keep widening.
Mood and stress
Patience runs short, recovery from stress takes longer.
Hormonal imbalance
Energy, sleep, libido, and weight stop responding to the basics.
Perimenopause
The years when the body's hormonal rhythm changes, before the period stops.
Low libido
Desire that used to be reliable is gone or muted. Both sexes, both directions.
Hair loss
Thinning, shedding, or texture changes that didn't used to happen.
Erectile dysfunction
ED is the canary. The body is telling you something about vascular and hormonal health.
Weight loss resistance
You eat well, you train, the scale doesn't move. Something deeper is in the way.
High cholesterol concern
Your last lab flagged it. You want a second opinion before you take a statin.
High blood pressure concern
The reading came back elevated. You want the full picture before you start a prescription.
Insomnia
You can't get to sleep. You can't stay asleep. Or both.
Athletic recovery problems
You train hard. You don't bounce back. Something physiological is in the way.
Headaches and migraines
Recurring headache patterns the standard workup hasn't solved.
Joint pain
Pain in one joint is often a local problem. Pain that travels, or pain in multiple joints, is usually a systemic one.
Anxiety
Some anxiety is psychological. Much of what shows up in clinic is biological with a psychological face.
Acne and skin issues
The skin is rarely the problem. It is the most visible report on what is happening one layer down.
Thyroid symptoms
Cold all the time. Hair shedding. Sluggish mornings. A 'fine' TSH that explains none of it.
PMS and cycle issues
A difficult cycle is often a window into how your body handles hormones across the rest of the month.
Food cravings
Cravings are biology pulling for what it needs, often dressed up as what it can get easily.
Chronic allergies
New or worsening allergies in adulthood usually point to a barrier and an immune tone, not a specific allergen.
Start here
Want me to read your data?
A complimentary 30-minute call by phone or video with me. You tell me what is going on. I tell you how I would approach it. You decide if I am the right physician for you.