Cardiovascular

Cholesterol (LDL, HDL and Total)

Reviewed September 10, 2026 12 views

Nearly a hundred positions here move cholesterol, and each one moves it a little. The two things worth knowing are that very high LDL almost never has a single-gene cause — fewer than 2 in 100 do — and that genetics worked out the HDL hypothesis was wrong years before the drug trials confirmed it.

What this condition connects to

Cholesterol (LDL, HDL and Total) Variant: rs3764261 rs3764261 Variant Variant: rs4846914 rs4846914 Variant Variant: rs1883025 rs1883025 Variant Variant: rs4420638 rs4420638 Variant Variant: rs10401969 rs10401969 Variant Variant: +91 more +91 more Variant Topic: Cholesterol and blood fats Cholesterol and blood fats Topic Topic: Heart and circulation Heart and circulation Topic Topic: Blood sugar and insulin Blood sugar and insulin Topic Cholesterol (LDL, HDL and Total) Cholesterol (LDL, HDL and Total) Cardiovascul…

Solid lines are connections this site curates. Dashed lines mean the two ends share a research paper — worth knowing, and not a claim that one explains the other.

Prevalence
In a study of 20,485 adults without coronary disease, 1,386 (6.7%) had untreated LDL cholesterol at or above 190 mg/dl; 24 of those 1,386 (1.7%) carried a familial hypercholesterolaemia mutation in LDLR, APOB or PCSK9 (Khera et al., JACC 2016, PMID 27050191). Around 60% of people with a clinical diagnosis of familial hypercholesterolaemia carry no mutation in those genes, and in 88% of those the raised LDL is likely polygenic (Futema et al., Clinical Chemistry 2015, PMID 25414277). The LIPG Asn396Ser allele used as the HDL instrument has a frequency of about 2.6% (Voight et al., Lancet 2012, PMID 22607825).
Inheritance
Common variants, each a small contributor to a polygenic trait. Distinct from familial hypercholesterolaemia, which is autosomal dominant and caused by rare changes in LDLR, APOB or PCSK9 that a common-variant catalogue does not carry.

Cholesterol is the most-measured number in medicine, and it is measured in four ways at once: LDL, HDL, triglycerides and a total. This page is about the first, the second and the fourth. Triglycerides have their own page.

A hundred positions, each worth a little

The catalogue behind this page is one of the largest in human genetics. A 2010 study of more than 100,000 people reported 95 loci for blood lipids. A 2013 study of 188,577 people raised that to 157, 62 of them new. A 2015 study using 9.6 million imputed variants in 62,166 samples added the low-frequency ones the earlier arrays could not see.

Each position shifts cholesterol slightly. None of them is a diagnosis, and a blood test settles in one morning what a genotype can only estimate — including everything genetics cannot see, such as what you eat, what you weigh, and whether you are already taking a statin.

Very high LDL almost never has a single-gene cause

This is the finding most people have never heard, and it changes how the whole page should be read.

Familial hypercholesterolaemia is the inherited condition everyone means when they say cholesterol runs in the family: one broken copy of LDLR, APOB or PCSK9, lifelong high LDL, early heart disease. It is real, it is serious, and it is treatable.

It is also, in people with high LDL, rare. One study sequenced all three genes in 20,485 people who did not have coronary disease. 1,386 of them — 6.7% — had LDL cholesterol at or above 190 mg/dl, which is the threshold that gets called severe. Of those 1,386, the number carrying a familial hypercholesterolaemia mutation was 24.

That is 1.7%. Sequence the three famous genes in a hundred people with severely high cholesterol and you will explain fewer than two of them.

So what explains the other 98?

Largely, the positions on this page.

Among people who carry a clinical diagnosis of familial hypercholesterolaemia, about 60% have no mutation in any of the three genes. A 2015 study built a weighted score from just six common variants — in CELSR2, APOB, ABCG5/8, LDLR and APOE — and found it separated those mutation-negative patients from healthy controls. Their conclusion: in 88% of mutation-negative patients, the high cholesterol is likely to be polygenic.

This site holds variants in five of those six genes. rs12740374 near CELSR2, rs4420638 in the APOE region and rs2479409 near PCSK9 are all on the list below.

So the common variants are not a watered-down version of the real thing. For most people with a high number, they are the thing.

The other half of that same study, and it matters. At any given LDL level, someone who does carry a familial hypercholesterolaemia mutation has substantially higher coronary risk than someone with the same number who does not. The mutation is rare, and where it is present it counts for more than the reading alone shows. Which is why a strong family history of early heart disease is a reason to see a doctor, not a reason to read a page.

Clinical detail

HDL: where genetics broke the drug hypothesis first

For decades HDL was "good cholesterol". People with more of it had fewer heart attacks — a large, consistent, repeatedly replicated observation. Drug companies spent a great deal of money on medicines that raised it.

Genetics got there first, and the instrument was a single variant.

People carrying one copy of a change in LIPG — about 2.6% of the population — have HDL cholesterol 0.14 mmol/L higher than non-carriers, and are no different in any other lipid or non-lipid risk factor. Because the allele is dealt out at conception rather than chosen, it is as close to a randomised trial as observation gets.

From the observational relationship, that much extra HDL should reduce heart attacks by about 13% (odds ratio 0.87). The measured effect, across 20,913 heart attack cases and 95,407 controls, was an odds ratio of 0.99 — confidence interval 0.88 to 1.11, p = 0.85. No effect at all. A score built from 14 HDL-only variants gave the same answer.

Meanwhile, in plain observation, one standard deviation more HDL still tracked with an odds ratio of 0.62.

Both numbers are correct. HDL marks lower risk and does not cause it. Later trials of HDL-raising drugs found what the genetics had already implied. If you want one example of the difference between a marker and a cause, this is the best one on this site.

The HDL variants below — rs3764261 near CETP, rs1883025 in ABCA1 and the rest — should be read in that light. They move a number reliably. What that number does is a separate question, and for HDL the answer turned out to be less than everyone assumed.

What this page cannot do

  • It cannot give you a cholesterol level. A blood test does that, costs very little, and includes every cause genetics cannot see.
  • It cannot rule familial hypercholesterolaemia in or out. That needs the three genes sequenced, and the variants that cause it are mostly rare ones this kind of catalogue does not carry.
  • It cannot tell you whether to take a statin. That is a decision about total cardiovascular risk, made with a doctor. Where genetics does have something to say about statins, it is about side effects rather than about whether to start: see SLCO1B1 and statin muscle symptoms.

Related variants MyGeneLog checks for

What a 23andMe/AncestryDNA export or raw VCF can and can't tell you about Cholesterol (LDL, HDL and Total) comes down to these specific, well-studied positions — not a diagnosis. 96 positions are linked to this page; the ones this page's own text discusses are shown first.

Standard

HDL cholesterol

CETP · rs3764261

See detailed info →
Standard

HDL cholesterol

GALNT2 · rs4846914

See detailed info →
Standard

HDL cholesterol

ABCA1 · rs1883025

See detailed info →
Standard

LDL cholesterol

APOE · rs4420638

See detailed info →
Standard

LDL cholesterol

NCAN · rs10401969

See detailed info →
Standard

LDL cholesterol

NCAN · rs16996148

See detailed info →
Standard

Cholesterol, total

TMEM57 · rs10903129

See detailed info →
Standard

LDL cholesterol

HMGCR · rs7703051

See detailed info →
Standard

HDL cholesterol

near BUD13 · rs11216126

See detailed info →
Standard

HDL cholesterol

FADS1 · rs174546

See detailed info →
Standard

HDL cholesterol

STARD3 · rs11869286

See detailed info →
Standard

HDL cholesterol

ZNF648 · rs1689800

See detailed info →
Standard

LDL cholesterol

CELSR2 · rs12740374

See detailed info →
Standard

HDL cholesterol

LPA · rs1084651

See detailed info →
Standard

HDL cholesterol

UBE2L3 · rs181362

See detailed info →
Standard

HDL cholesterol

SBNO1 · rs4759375

See detailed info →
Standard

HDL cholesterol

CITED2 · rs605066

See detailed info →
Standard

HDL cholesterol

ANGPTL4 · rs7255436

See detailed info →
Standard

LDL cholesterol

PCSK9 · rs2479409

See detailed info →
Standard

HDL cholesterol

LIPC · rs10468017

See detailed info →
Standard

HDL cholesterol

LCAT · rs2271293

See detailed info →
Standard

Cholesterol, total

APOB · rs1041968

See detailed info →
Standard

Cholesterol, total

LDLR · rs112374545

See detailed info →
Standard

Cholesterol, total

HLA-area · rs114067101

See detailed info →

See all 96 linked variants →

Sources

Databases, guidelines and references

Papers, with their authors

Frequently asked questions

Can a DNA test tell me my cholesterol level?

No. A blood test measures it directly, costs very little, and captures every influence genetics cannot see — diet, weight, exercise, other conditions and any medicine you already take. The variants here shift the average by small amounts and cannot substitute for a measurement.

I have very high cholesterol. Does that mean I have familial hypercholesterolaemia?

Usually not. In one study of 20,485 adults, 1,386 had LDL cholesterol at or above 190 mg/dl and only 24 of them — 1.7% — carried a familial hypercholesterolaemia mutation. High cholesterol is common; the single-gene cause is rare. A strong family history of early heart disease is the reason to ask a doctor about testing.

If it is not one gene, what causes it?

For most people, many common variants each adding a little, on top of diet, weight and age. Among people with a clinical familial hypercholesterolaemia diagnosis but no mutation, one study found the raised LDL was likely polygenic in 88% of cases, and a score of six common variants was enough to show it.

Is HDL really "good cholesterol"?

It marks lower heart attack risk but does not appear to cause it. Carriers of an HDL-raising variant in LIPG have the higher HDL and not the lower risk: the expected odds ratio was 0.87 and the measured one was 0.99. Drug trials that raised HDL later found the same. The phrase is worth retiring.

Should I take a statin because of a variant on this page?

No. Whether to take a statin is a decision about overall cardiovascular risk, made with a doctor from your measured cholesterol, blood pressure, age and history. Genetics has something useful to say about statin side effects rather than about starting one — see the SLCO1B1 page.

Free to reuse. This page's text is original writing from freely-available research, licensed CC BY 4.0 — reuse it, including commercially, with attribution to MyGeneLog. It's general research-derived information, not medical advice or a diagnosis — see Terms of Use.