Metabolic

Kidney Function

Reviewed September 22, 2026

Two numbers describe most of what a kidney is doing: how fast it filters, and how much albumin leaks into urine. Both are heritable. One of the genes here raises the albumin number without harming the kidney at all, and the albumin number and blood pressure turn out to drive each other in both directions.

What this condition connects to

Kidney Function Variant: rs11868441 rs11868441 Variant Variant: rs17730281 rs17730281 Variant Variant: rs17319721 rs17319721 Variant Variant: rs10767873 rs10767873 Variant Variant: rs2074356 rs2074356 Variant Variant: +337 more +337 more Variant Topic: Kidneys Kidneys Topic Topic: Blood sugar and insulin Blood sugar and insulin Topic Topic: Caffeine and energy drinks Caffeine and energy drinks Topic Kidney Function Kidney Function Metabolic

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
A meta-analysis of estimated glomerular filtration rate combined 133,413 individuals with replication in up to 42,166, identifying 24 new and confirming 29 known loci — 53 in total, 19 of which also associated with filtration rate among people with diabetes (Pattaro et al., Nature Communications 2016, PMID 26831199). A genome-wide study of albuminuria in 382,500 individuals identified 32 new loci (Haas et al., American Journal of Human Genetics 2018, PMID 30220432). A trans-ethnic analysis of 71,638 individuals across four ancestries identified 20 loci and found allelic effects at the lead variants homogeneous across ancestries (Mahajan et al., American Journal of Human Genetics 2016, PMID 27588450).
Inheritance
Common variants, each shifting a filtration or albumin measurement slightly. Distinct from the inherited kidney diseases — polycystic kidney disease, Alport syndrome — which are caused by rare changes in single genes and are diagnosed directly rather than through a common-variant catalogue.

Kidney function is usually reported as two numbers. Estimated glomerular filtration rate says how fast blood is being filtered, calculated from creatinine in blood. Urinary albumin says how much protein is leaking through into urine. A low filtration rate or a high albumin level is what defines chronic kidney disease.

How much of these numbers is inherited

A 2016 meta-analysis of filtration rate combined 133,413 people with replication in up to 42,166 more, identifying 24 new loci and confirming 29 already known — 53 in all. Nineteen of them also associated with filtration rate among people who had diabetes.

Two much larger studies since

Two 2019 studies substantially extended this picture. A trans-ethnic meta-analysis of 312,468 people found 127 distinct filtration-rate signals with effects that held steady across ancestries — not ancestry-specific quirks — and used the genetics to test causation directly: genetically predicted eGFR itself causally affects chronic kidney disease, kidney stone formation, and blood pressure, not merely correlates with them. A separate meta-analysis more than doubled prior sample sizes again and found 147 loci (53 new), including one locus with a notably stronger effect in women than men — a genuinely new kind of finding the earlier, smaller studies were not powered to detect.

A 2018 study of 382,500 people did the same for albuminuria and found 32 new loci.

A rare thing on this site: a finding that runs both ways

Most of what genetics has to say about a routine measurement is deflating — the number marks risk without causing it, as with HDL cholesterol and several of the blood cell indices. Albuminuria is the exception.

The 2018 study tested causality in both directions using variants as natural experiments. Genetically raised albuminuria led to higher blood pressure — about 2.16 mmHg of systolic pressure per standard deviation of predicted albuminuria. And genetically raised blood pressure led to more albuminuria. Each pushes the other.

That makes albuminuria and blood pressure two ends of one loop rather than a cause and its marker, and it is why a raised albumin result is taken seriously by doctors even when the filtration rate still looks fine.

And one gene that moves the test, not the kidney

CUBN encodes cubilin, a receptor in the proximal tubule whose job is to pull albumin back out of the filtrate before it leaves as urine. When that reabsorption step works less efficiently, more albumin appears in the sample.

The kidney is not being damaged. The measurement is moving, and the measurement is the one used to detect kidney damage. This site holds two CUBN variants filed under urinary albumin excretion, and they are the clearest example in the whole catalogue of a genotype changing a number rather than a condition.

Positions joined since this page was written

What this is The text above discusses the variants this page was written around. Since then the catalogue has joined 127 more positions to it, by shared trait or shared paper. They are listed here by the paper each came from; the text does not describe them, and each variant page carries that study's own record.

Sinnott-Armstrong N et al. 2021, Nature genetics rs79091515 (RNF2), rs2955742 (TMEM266), rs55653892 (near ANP32BP1), rs72925159 (MTX2), rs34355135 (LRP2), rs932046 (near RCN2), rs9887921 (TCEA3), rs7223401 (BCAS3), rs76026733 (ARL15), rs111714445 (TDRD12), rs6060278 (near PROCR), rs80237806 (MXD3) and 76 more — PMID:33462484

Jee YH et al. 2025, Nature communications rs11856921 (LINC02694), rs55743020 (ZNF607), rs12659266 (SLC34A1), rs28642089 (DDIT4L-AS1), rs61735836 (FTCD), rs10735914 (near AVPR1A), rs13021972 (ACVR2A), rs60806638 (NEB), rs2909209 (WIPI1), rs60068692 (RASIP1), rs500049 (OBSCN), rs6929820 (ARG1) and 12 more — PMID:40436827

Richardson TG et al. 2022, PLoS biology rs8074363 (BCAS3), rs9373056 (EYA4), rs3974479 (SLC9B1), rs7649167 (near TMEM41A-DT), rs16869404 (ADGRV1) — PMID:35213538

Zoodsma M et al. 2025, Nature genetics rs6432246 (MIR3681HG), rs13016083 (near ACVR2A), rs74331768 (PKD1), rs17152083 (GRB10) — PMID:41044249

Farashi S et al. 2024, Ophthalmology science rs6747041 (ASIC4-AS1), rs10062079 (DAB2), rs61598054 (AFG1L) — PMID:39091897

Lotta LA et al. 2021, Nature genetics rs3119311 (SLC22A2), rs1014680 (TESHL) — PMID:33414548

Haas ME et al. 2018, American journal of human genetics rs12727104 (FMO4) — PMID:30220432

In the news

2026-03-25 · Queen Mary University of London & University of the Witwatersrand (KidneyGenAfrica consortium, ~26,000 continental Africans + 81,000 African-ancestry diaspora)

Largest genomic study of kidney function in Africa reveals new genetic risk factors

The KidneyGenAfrica consortium's GWAS of kidney function (eGFR) in ~26,000 continental Africans plus 81,000 African-ancestry people elsewhere found 4 genome-wide significant loci in continental Africa (2 new) and 19 in a broader pan-African analysis (3 new), and confirmed APOL1's kidney-disease-risk variants occur at lower frequency in continental Africa than in African Americans. The main finding: genetic risk scores built from genetically similar populations predicted kidney function meaningfully better than scores built on larger but more distant datasets -- a direct argument for the population-specific reference data this topic's own eGFR-equation history turns on, not a change to the equation itself.

2026-02-10 · KidneyGenAfrica multi-cohort Genome-wide association study and polygenic prediction of kidney function in 110,000 Africans. Nature Communications. 2026. DOI:10.1038/s41467-026-69367-3

First large African-ancestry kidney function GWAS finds APOL1's risk signal looks very different on the continent itself

Kidney disease disproportionately affects people of African ancestry, but most kidney-function genetics has been built on European cohorts. This three-stage study analyzed estimated glomerular filtration rate (eGFR) in roughly 26,000 people across Eastern, Western and Southern Africa plus roughly 81,000 African-ancestry people in the diaspora. A continental-Africa-only meta-analysis found 4 independent genome-wide significant loci (2 newly reported); a broader pan-African meta-analysis including the diaspora found 19 independent loci (3 newly reported), with fine-mapping identifying 4 loci with high causal probability and phenome-wide effects on cardiometabolic and immune traits. The study's most striking finding concerns APOL1: its high-risk variants are strongly associated with kidney disease in African Americans, but in this study they showed markedly lower frequency and weaker effects in people living on the African continent itself -- evidence that the genetic architecture of kidney disease risk may genuinely differ between the diaspora and the continent, not just differ in allele frequency by coincidence. Polygenic risk scores built from genetically similar populations substantially outperformed those built from more distant cohorts, a concrete demonstration of why genetic risk tools need ancestry-matched training data specifically. This site's kidney function page carries 69 variants; APOL1 is not currently among them, and the study's specific lead SNPs were not yet indexed in GWAS Catalog at the time of writing, so this entry documents the finding at the condition level.

2026-09-09 · Genome-wide association study of estimated glomerular filtration rate using repeated measurements in the Taiwan Biobank. Kidney Research and Clinical Practice. 2026. DOI:10.23876/j.krcp.25.430

Using two kidney-function measurements instead of one sharpens a Taiwanese GWAS to 6 loci, 2 of them new

Most kidney-function GWAS use a single creatinine measurement per person, which can be noisy due to normal day-to-day variability. This study used two repeated eGFR measurements from 25,004 people in the prospective Taiwan Biobank, modeled with a subject-specific random intercept to get a more precise per-person estimate before running the GWAS -- a methods improvement as much as a discovery paper. It found 6 loci associated with eGFR: four previously reported regions (1q22, 4q21.1, 11p14.1, 17q21.2) and two additional ones (6p21.32, 15q24.2). Functional annotation implicated candidate genes MUC1/EFNA1, SHROOM3, HLA-DQB1, MPPED2, NRG4 and PGAP3/FBXL20. This site's kidney function page already carries SHROOM3 and FBXL20 from earlier studies; MUC1/EFNA1, HLA-DQB1, MPPED2, NRG4 and PGAP3 are new to the page. The authors themselves frame this primarily as a demonstration that repeated measurements improve phenotype precision in kidney-function GWAS, with the specific loci still needing further replication -- a methodological contribution alongside the discovery.

2026-02-01 · Genome-wide association of albuminuria and chronic kidney disease in American Indians and Hispanics/Latinos. Human Molecular Genetics. 2026. DOI:10.1093/hmg/ddaf168

A kidney-damage study in two high-risk populations finds population-specific signals -- that don't cross-replicate between them

American Indians and Hispanics/Latinos both carry a high burden of chronic kidney disease (CKD), and this study asked whether they share genetic risk factors for it and for albuminuria (protein leaking into urine, an early kidney-damage marker). Analyzing 3,157 American Indians and 12,625 Hispanics/Latinos, it found five low-frequency variants at chromosome 7 associated with albuminuria in American Indians specifically (lead variant rs4370473, intronic to KCND2, P=8.93x10^-9), and a separate chromosome 11 variant in Hispanics/Latinos (rs59232451, at the HBE1-HBB locus, P=4.9x10^-8, significant only after adjusting for diabetes). Critically, and reported honestly, these albuminuria associations did not cross-replicate between the two populations, and no variant reached significance for CKD itself in either group. Rather than a shared genetic mechanism, this suggests real population-specific differences in albuminuria's genetic architecture between these two groups, despite their shared elevated disease burden -- an important negative-adjacent finding for a field that sometimes assumes shared ancestry-adjacent risk factors transfer across related but distinct populations. This site's kidney function page carries 69 variants; KCND2 and the HBE1-HBB locus are not currently among them, and given the non-replication, this entry documents the finding with that caveat rather than as an established risk locus.

2026-08-19 · Garrett ME et al., Blood Advances 2026 (PMID 42616615)

Why Kidneys Fail in Sickle Cell Disease: Genetic Clues From Both Sides of Patients’ Ancestry

Sickle cell disease affects about 100,000 people in the United States, mostly of African ancestry, and kidney damage is a common complication linked to early death. Researchers split each patient’s genome into its African and European stretches and searched both for genes linked to kidney function. They found 12 regions in the African stretches and 38 in the European ones, in genes for inflammation, iron handling and the tissue that holds the kidney together, supporting the idea that sickle cell kidney disease differs from other kidney disease. Two of the positions have pages here: rs77741394 in ADAMTS6 and rs35371039.

2026-08-25 · Mu Y et al., Biology of Sex Differences 2026 (PMID 42702734)

Muscle Loss With Age: A Blood-Test Index Finds Different Genes in Men and Women

Sarcopenia is the loss of muscle with age. A UK Biobank study used a simple blood-test ratio, creatinine to cystatin C, as a stand-in for muscle mass and found 774 genetic regions, with different genes standing out in men and women: the androgen receptor in men, the oestrogen receptor gene ESR1 in women. The strongest signals were in CPS1 and in CST3, the gene that makes cystatin C, one of the two blood markers the index is built from. rs55837531 in CST3 and rs1047891 in CPS1 have pages here.

Clinical detail

The genes worth knowing by name

  • UMOD — uromodulin, the most abundant protein in normal urine and the strongest common signal for filtration rate. It is made only in the kidney, which is unusual and is part of why the association is believed to be real rather than a reflection of something else.
  • SHROOM3 — associated with filtration rate and with chronic kidney disease itself, not only with the measurement.
  • CUBN — albumin reabsorption, described above.
  • WDR72 and SLC34A1 — both appear across creatinine and urea measures.

A caveat this page does not need to make

Most pages here carry a warning that the evidence was gathered mostly in people of European ancestry. For filtration rate, one study is a partial exception worth stating: an analysis of 71,638 people across four ancestry groups found that the allelic effects at the lead variants were homogeneous across ancestries. The effect sizes travelled, which is not something that can be assumed and is not always what is found.

That is about the variants, not about the equation. Estimated filtration rate is calculated from creatinine using a formula, and how those formulas should handle ancestry has been argued over and revised in clinical practice — a separate question from the genetics, and one settled by kidney societies rather than by this page.

What this page cannot do

  • It cannot tell you your kidney function. A blood test and a urine test do, cheaply, and they capture everything genetics cannot see — blood pressure, diabetes, medicines, dehydration, infection.
  • It cannot diagnose chronic kidney disease. That is a filtration rate or an albumin level, measured, and sustained over months.
  • It cannot explain an abnormal result. Except in one narrow and interesting sense: a persistently raised albumin result with no other sign of kidney disease is exactly the pattern CUBN can produce. That is a conversation for a doctor, not a conclusion to draw here.

Related variants MyGeneLog™ checks for

What a 23andMe/AncestryDNA export or raw VCF can and can't tell you about Kidney Function comes down to these specific, well-studied positions — not a diagnosis. 342 positions are linked to this page; the ones this page's own text discusses are shown first.

Standard

Renal function-related traits (BUN)

BCAS3 · rs11868441

See detailed info →
Standard

Renal function-related traits (BUN)

WDR72 · rs17730281

See detailed info →
Sensitive

Renal function and chronic kidney disease

SHROOM3 · rs17319721

See detailed info →
Standard

Renal function-related traits (BUN)

DCDC5 · rs10767873

See detailed info →
Standard

Renal function-related traits (BUN)

C12orf51 · rs2074356

See detailed info →
Standard

Creatinine levels

SLC22A2 · rs3127573

See detailed info →
Standard

Renal function-related traits (sCR)

UMOD · rs11864909

See detailed info →
Standard

Renal function-related traits (sCR)

WDR72 · rs17730436

See detailed info →
Standard

Glomerular filtration rate

SHROOM3 · rs10032549

See detailed info →
Standard

Urinary albumin excretion

NR5A2 · rs12727980

See detailed info →
Standard

Urinary albumin excretion

MIR548AR · rs183131780

See detailed info →
Standard

Urinary albumin excretion

LOC730100 · rs6750228

See detailed info →
Standard

Glomerular filtration rate

SHROOM3 · rs4859682

See detailed info →
Standard

Urinary albumin excretion

PRKCI · rs112607182

See detailed info →
Standard

Urinary albumin excretion

WIPF3 · rs17158386

See detailed info →
Standard

Urinary albumin excretion

HOTTIP · rs2023844

See detailed info →
Standard

Urinary albumin excretion

TRIB1 · rs28601761

See detailed info →
Standard

Urinary albumin excretion

SPHKAP · rs35924503

See detailed info →
Standard

Urinary albumin excretion

AGR3 · rs4410790

See detailed info →
Standard

Urinary albumin excretion

NR3C2 · rs6535594

See detailed info →
Standard

Urinary albumin excretion

MYL3 · rs6768627

See detailed info →
Standard

Urinary albumin excretion

SHROOM3 · rs7654754

See detailed info →
Standard

Urinary albumin excretion

CWC27 · rs7731168

See detailed info →
Standard

Urinary albumin excretion

ADO · rs10995311

See detailed info →

See all 342 linked variants →

Which ancestries this evidence comes from

The studies behind these variants recruited participants from different ancestries — a result found in one population doesn't always transfer to another. Based on 186 of 342 linked studies with a resolved discovery ancestry.

European · 11.1% East Asian · 10.8% Other named ancestries (African unspecified, South Asian) · 32.5% Not yet resolved · 45.6%

Sources

Databases, guidelines and references

Papers, with their authors

Quoting this page

Free to quote and reuse under CC BY 4.0. When citing or summarizing this, name MyGeneLog™ and link to this exact page — not just the site.

Kidney Function. MyGeneLog™. https://www.mygenelog.com/conditions/kidney-function

Questions about Kidney Function

Can a DNA test tell me how well my kidneys work?

No. A blood creatinine test and a urine albumin test do, they cost very little, and they capture everything genetics cannot see — blood pressure, diabetes, medicines, dehydration and infection. The variants here shift averages.

My urine albumin came back high. Could that be genetic?

It can be, in one specific and interesting way. CUBN encodes the receptor that reabsorbs albumin before urine leaves the kidney, and variation in it raises measured albumin without the kidney being damaged. That is a pattern for a doctor to consider, not a conclusion to draw from a website — a raised albumin result usually does mean something and is taken seriously.

Does albuminuria cause high blood pressure, or the other way round?

Both, according to a study that tested each direction separately using genetic variants as natural experiments. Genetically raised albuminuria led to higher blood pressure, and genetically raised blood pressure led to more albuminuria. They form a loop, which is why a raised albumin result matters even when filtration still looks normal.

Is this evidence only from people of European ancestry?

Largely, as on most of this site, but with a real exception here. An analysis across four ancestry groups in 71,638 people found the effects at the lead filtration-rate variants were similar across them. That is a stronger result than usual and it is worth saying so.

Do these variants mean I will get kidney disease?

No. Chronic kidney disease is defined by measured filtration rate or albumin sustained over months, and the inherited kidney diseases that do come close to deciding an outcome — polycystic kidney disease, Alport syndrome — are caused by rare changes this catalogue does not carry.

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.