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What we explain

Your hospital measures it. We explain it.

We do not run a lab and we do not sell a panel. These are the markers our parser already recognises on the reports your own lab produces, grouped by the seven systems the digital twin is built from. Each line says what the marker measures — not what your number means. That part belongs to your doctor.

Heart

The lipid panel and the apolipoproteins that carry it.

09
Total Cholesterol

All the cholesterol carried in your blood, added up.

Heart
LDL Cholesterol

The cholesterol carried on the particles that deposit it in artery walls.

Heart
HDL Cholesterol

The cholesterol carried on the particles that return it to the liver.

Heart
Non-HDL Cholesterol

Everything in the total that is not HDL.

Heart
VLDL Cholesterol

The cholesterol carried on the particles that move triglycerides.

Heart
Triglycerides

The fat your blood is carrying to be stored or burned.

Heart
Cholesterol/HDL Ratio

Total cholesterol expressed against the HDL portion of it.

Heart
Apolipoprotein B

The protein on each particle that can deposit cholesterol — one per particle.

Heart
Apolipoprotein A1

The main protein on HDL particles.

Heart

Metabolic

How your body is handling sugar, now and over the past months.

04
Fasting Glucose

The sugar in your blood after a night without food.

Metabolic
Hemoglobin A1c

How much sugar has attached to your red blood cells — an average over roughly three months.

Metabolic
Fasting Insulin

The insulin your body is producing while fasting.

Metabolic
HOMA-IR (Insulin Resistance)

Fasting glucose and fasting insulin read together.

Metabolic

Liver

The enzymes the liver releases and the proteins it makes.

07
ALT (SGPT)

An enzyme concentrated in liver cells.

Liver
AST (SGOT)

An enzyme found in the liver and in muscle.

Liver
Alkaline Phosphatase (ALP)

An enzyme from the bile ducts and from bone.

Liver
GGT

An enzyme from the bile ducts.

Liver
Bilirubin Total

The pigment left when red blood cells are broken down.

Liver
Albumin

The main protein the liver makes for your blood.

Liver
Total Protein

Albumin and the other blood proteins together.

Liver

Kidney

Filtration, and the salts the kidneys keep in balance.

11
Creatinine

A waste product from muscle that the kidneys clear.

Kidney
GFR

An estimate of how fast your kidneys are filtering.

Kidney
BUN

The nitrogen waste left from protein, cleared by the kidneys.

Kidney
Sodium

The salt that sets how much water your body holds.

Kidney
Potassium

The salt your nerves and heart muscle run on.

Kidney
Chloride

The salt that moves with sodium.

Kidney
Bicarbonate (CO2)

The buffer that keeps your blood from turning acidic.

Kidney
Anion Gap

The salts read against each other as a balance check.

Kidney
Uric Acid

A waste product from the breakdown of purines.

Kidney
Calcium

The mineral in your bones, nerves and muscle.

Kidney
Calcium (Corrected)

Calcium adjusted for how much albumin is carrying it.

Kidney

Thyroid

The signal from the pituitary and the hormones the thyroid answers with.

03
TSH

The signal your brain sends the thyroid gland.

Thyroid
Free T4

The thyroid hormone circulating unbound, ready to be converted.

Thyroid
Free T3

The active thyroid hormone circulating unbound.

Thyroid

Inflammation

The white cells, the platelets, and the differential your lab prints beside them.

13
WBC Count

The white blood cells your immune system is fielding.

Inflammation
Neutrophils %

The share of white cells that are neutrophils.

Inflammation
Neutrophils (Absolute)

The neutrophil count itself, not a share.

Inflammation
Lymphocytes %

The share of white cells that are lymphocytes.

Inflammation
Lymphocytes (Absolute)

The lymphocyte count itself, not a share.

Inflammation
Monocytes %

The share of white cells that are monocytes.

Inflammation
Monocytes (Absolute)

The monocyte count itself, not a share.

Inflammation
Eosinophils %

The share of white cells that are eosinophils.

Inflammation
Eosinophils (Absolute)

The eosinophil count itself, not a share.

Inflammation
Basophils %

The share of white cells that are basophils.

Inflammation
Basophils (Absolute)

The basophil count itself, not a share.

Inflammation
Platelet Count

The cell fragments that let your blood clot.

Inflammation
RDW

How much your red blood cells vary in size.

Inflammation

Nutrients

The vitamins, the iron store, and the red-cell picture that reflects them.

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Vitamin D, 25-Hydroxy

The circulating form of vitamin D your body stores.

Nutrients
Vitamin B12

The vitamin your nerves and red cells need.

Nutrients
Folate

The B vitamin that builds new cells alongside B12.

Nutrients
Ferritin

The protein that holds your stored iron.

Nutrients
Hemoglobin

The protein in red cells that carries oxygen.

Nutrients
Hematocrit

The share of your blood that is red cells.

Nutrients
RBC Count

How many red cells you are carrying.

Nutrients
MCV

The average size of one red cell.

Nutrients
MCH

The average amount of hemoglobin in one red cell.

Nutrients
MCHC

How concentrated the hemoglobin is inside those cells.

Nutrients
MPV

The average size of one platelet.

Nutrients

Other panels

Read and explained as results, but deliberately kept out of the twin.

  • Urinalysis (protein, glucose, pH, specific gravity)
  • Screening antigens and tumour markers (PSA, free PSA, CEA, CA 19-9, AFP, CA-125, FIT)
  • Hormones (FSH, LH, estradiol, total testosterone)
  • Infectious serology (HIV, hepatitis B and C, syphilis, chlamydia, gonorrhoea, rubella)
  • Cervical cytology, LDH, blood group and Rh factor
  • Derived red-cell and platelet indices (NRBC, PDW, plateletcrit, RDW-SD)

These do not contribute to any system's grade. A screening antigen or a urinalysis strip does not describe the state of an organ the way a lipid panel does, and pretending otherwise would make the twin move for the wrong reason. The gap is written into the code, not hidden by it.

Plainly

What is a marker?

A marker is one measurement on a lab report. Cholesterol is a marker. So is the haemoglobin in your red cells, and the enzyme your liver releases when it is under strain. On its own each one is a number with a unit beside it and, if you are lucky, a reference range printed in small type.

What a number cannot tell you is what it is, why anyone ordered it, and what it changes about the next twelve months of your life. That is the part hospitals rarely have time to write down, and it is the part patients go elsewhere to find. So a result that cost your hospital real money to produce ends up being explained by a stranger.

We write the explanation instead, in the hospital's own app, for the markers above. Then the seven systems are computed from the results already in your record — no new test — and a clinician at your hospital reviews what that adds up to and signs a plan.

58 markers across the seven systems, plus the panels listed above. The list grows as the parser learns new report layouts; it is not a menu you order from.

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Prevention before cure.

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