ATLAS OF GENETIC RELATIONSHIPS

Not a gene ranking. A map of specific relationships.

Every card answers five questions: what is linked, how reliable it is, whether it can be measured, whether it changes a decision, and where knowledge ends.

SCIENTIFIC STATUS

Sources and links are editorially checked. Every relationship reports evidence, actionability, testing method and the boundary of interpretation separately.

35relations
01Monogenic conditions

LDLR

Familial hypercholesterolemia

Pathogenic variants can impair clearance of LDL cholesterol from blood.

EvidenceHigh: established gene–disease relationship

Limit: Not every high LDL level is caused by LDLR; a VUS does not confirm a diagnosis.

Open relation
02Monogenic conditions

CFTR

CFTR-related disorders

Two disease-causing CFTR variants, usually on opposite gene copies (in trans), can cause cystic fibrosis; manifestations depend on the exact variants.

EvidenceHigh: established mechanism

Limit: One variant often indicates carrier status, not disease; phenotype and variant phase matter.

Open relation
03Monogenic conditions

HBB

Sickle cell disease and beta-thalassemia

Clinically significant HBB variants alter the structure or amount of beta-globin.

EvidenceHigh: established causality

Limit: A raw SNP list without haemoglobin and clinical context is insufficient.

Open relation
04Monogenic conditions

HTT

Huntington disease

CAG repeat expansion above clinical thresholds is associated with disease.

EvidenceHigh: established causality

Limit: Testing may predict high disease risk, but not exact onset age or individual course.

Open relation
05Monogenic conditions

BRCA1

Hereditary cancer predisposition

Pathogenic variants increase risks of several cancers, especially breast and ovarian cancer.

EvidenceHigh: established causality

Limit: A positive result does not make cancer inevitable; a negative result does not erase population or family risk.

Open relation
06Monogenic conditions

BRCA2

Hereditary cancer predisposition

Pathogenic variants raise risks of several cancers in people of different sexes.

EvidenceHigh: established causality

Limit: Risks depend on sex, age, family history and the exact variant.

Open relation
07Monogenic conditions

PALB2

Hereditary cancer predisposition

Pathogenic germline variants raise breast-cancer risk and can matter in other cancers, including pancreatic cancer.

EvidenceHigh: established gene–disease relationship

Limit: A tumour variant does not prove germline origin, and a VUS is not a basis for preventive surgery or targeted treatment.

Open relation
08Monogenic conditions

MLH1

Lynch syndrome

Pathogenic germline variants impair mismatch repair and raise risks of colorectal, endometrial and several other cancers.

EvidenceHigh: established causality

Limit: Tumour loss of MLH1/PMS2 is not synonymous with Lynch syndrome; sporadic MLH1 promoter hypermethylation is possible.

Open relation
09Monogenic conditions

MSH2

Lynch syndrome

Pathogenic MSH2 variants, and some EPCAM deletions, can disable mismatch repair and raise risks of several cancers.

EvidenceHigh: established causality

Limit: Tumour MSI-H/dMMR is a treatment biomarker but does not by itself prove an inherited syndrome.

Open relation
10Monogenic conditions

MSH6

Lynch syndrome

Pathogenic germline variants raise Lynch-associated cancer risks, with a spectrum and age profile distinct from MLH1/MSH2.

EvidenceHigh: established causality

Limit: Normal IHC does not exclude every pathogenic variant; a VUS does not confirm the syndrome.

Open relation
11Monogenic conditions

PMS2

Lynch syndrome

Pathogenic germline variants raise cancer risk, generally with penetrance different from MLH1/MSH2.

EvidenceHigh: established causality

Limit: A simplified panel or exome may cover some PMS2 exons unreliably.

Open relation
12Monogenic conditions

TP53

Li–Fraumeni syndrome

Constitutional pathogenic TP53 variants are linked to a broad tumour spectrum and early onset.

EvidenceHigh: established causality

Limit: A low TP53 variant fraction in blood does not always mean an inherited syndrome; variant origin must be resolved.

Open relation
13Monogenic conditions

CDH1

Hereditary diffuse gastric cancer

Pathogenic germline variants are associated with diffuse gastric and lobular breast cancer risks.

EvidenceHigh in the appropriate phenotype

Limit: Not every gastric cancer or CDH1 variant belongs to this syndrome.

Open relation
14Monogenic conditions

PTEN

PTEN hamartoma tumour syndrome

Pathogenic germline variants are associated with hamartomas and increased risks of several cancers.

EvidenceHigh: established causality

Limit: Somatic PTEN loss in a tumour is not equivalent to a germline syndrome.

Open relation
15Monogenic conditions

STK11

Peutz–Jeghers syndrome

Pathogenic germline variants are linked to characteristic polyps, pigmentation and increased tumour risks.

EvidenceHigh: established causality

Limit: A somatic STK11 mutation in lung cancer has a different meaning and does not confirm Peutz–Jeghers syndrome.

Open relation
16Monogenic conditions

RET

Multiple endocrine neoplasia type 2

Activating germline RET variants are linked to medullary thyroid cancer and MEN2; risk depends on the exact codon.

EvidenceHigh: established causality and genotype–phenotype relationship

Limit: A germline activating RET substitution and an acquired tumour RET fusion must not be conflated.

Open relation
17Monogenic conditions

APC

APC-associated polyposis

Pathogenic variants can cause familial adenomatous polyposis and related phenotypes.

EvidenceHigh: established causality

Limit: A normal consumer SNP test does not rule out the syndrome.

Open relation
18Monogenic conditions

PKD1

Autosomal dominant polycystic kidney disease

Pathogenic variants are a common cause of ADPKD; testing is technically challenging because of pseudogenes.

EvidenceHigh: established causality

Limit: Not every panel or exome assay covers PKD1 reliably.

Open relation
19Monogenic conditions

FBN1

Marfan syndrome and related conditions

Pathogenic FBN1 variants are associated with a spectrum of connective-tissue features.

EvidenceHigh: established causality

Limit: Severity can vary substantially even within a family.

Open relation
20Monogenic conditions

TTR

Hereditary transthyretin amyloidosis

Pathogenic variants can cause amyloid polyneuropathy and/or cardiomyopathy.

EvidenceHigh: established causality

Limit: Onset and organ involvement vary; carrier status is not the same as current disease.

Open relation
21Pharmacogenomics

CYP2C19

Clopidogrel metabolism

Some alleles reduce formation of clopidogrel’s active metabolite.

EvidenceCPIC clinical guideline

Limit: Do not change medicine or dose yourself; clinical context matters beyond genotype.

Open relation
22Pharmacogenomics

SLCO1B1

Statins and muscle adverse effects

Transporter function affects exposure to some statins and risk of muscle symptoms.

EvidenceCPIC clinical guideline

Limit: It does not explain all muscle symptoms or replace assessment of drug interactions.

Open relation
23Pharmacogenomics

HLA-B

HLA-B*57:01 and abacavir

HLA-B*57:01 is associated with high risk of abacavir hypersensitivity.

EvidenceCPIC clinical guideline

Limit: A negative result does not rule out every possible drug reaction.

Open relation
24Pharmacogenomics

TPMT

Thiopurines

Reduced TPMT activity increases risk of severe myelosuppression at standard thiopurine doses.

EvidenceCPIC clinical guideline

Limit: It does not replace NUDT15 assessment, interaction review or clinical monitoring.

Open relation
25Pharmacogenomics

NUDT15

Thiopurines

Reduced NUDT15 function is associated with thiopurine intolerance and is particularly relevant in several populations.

EvidenceCPIC clinical guideline

Limit: A limited panel can miss rare functional variants.

Open relation
26Pharmacogenomics

DPYD

Fluoropyrimidines

Reduced DPD activity can increase risk of severe fluoropyrimidine toxicity.

EvidenceCPIC clinical guideline

Limit: A common-variant panel does not detect every cause of DPD deficiency.

Open relation
27Common traits

HERC2

Eye colour

Regulatory variants near OCA2 explain a substantial share of eye-colour variation in studied populations.

EvidenceReplicated trait association

Limit: Accuracy depends on ancestry and model; one SNP does not describe a person’s appearance.

Open relation
28Common traits

MCM6

Lactase persistence

Regulatory variants in MCM6 are associated with adult lactase persistence in some populations.

EvidenceStrong ancestry-dependent association

Limit: It does not diagnose every cause of dairy intolerance.

Open relation
29Common traits

MC1R

Red hair, freckles and pigmentation

Several functional variants substantially shift eumelanin–pheomelanin balance and the probability of red hair in several populations.

EvidenceReplicated association with incomplete penetrance

Limit: A variant alone does not determine hair shade, skin tone, freckle count or individual skin-cancer risk.

Open relation
30Common traits

ABCC11

Earwax type and axillary odour

Variant rs17822931 has an unusually strong effect on dry/wet earwax and production of axillary odour precursors.

EvidenceStrong replicated trait association

Limit: Hygiene, skin microbiome and odour perception are not determined by one variant.

Open relation
31Common traits

TAS2R38

Sensitivity to specific bitter compounds

PAV/AVI haplotypes substantially affect perception thresholds for PTC and PROP.

EvidenceStrong for specific test compounds

Limit: Coffee, vegetable or sweet preferences depend on culture, experience, age and many receptors.

Open relation
32Common traits

ALDH2

Alcohol flushing

Reduced-function variant rs671 can cause acetaldehyde accumulation, flushing and unpleasant symptoms after alcohol.

EvidenceStrong functional and population evidence

Limit: Absence of rs671 does not make alcohol safe or exclude flushing from other causes.

Open relation
33Research zone

ACTN3

Athletic performance

R577X has been studied for power and sprint traits, but effects are small, heterogeneous and do not determine talent.

EvidenceHeterogeneous association with limited practical significance

Limit: A commercial ‘sprinter’ or ‘endurance’ label exceeds the evidence.

Open relation
34Research zone

APOE

Alzheimer risk and longevity

APOE alleles modify relative risk and age at onset but do not determine a person’s fate.

EvidenceRobust association, complex clinical utility

Limit: Risk depends on age, ancestry, family and vascular context; testing minors without indication is unethical.

Open relation
35Research zone

FOXO3

Longevity research

Some variants have repeatedly associated with longevity, but effects are small and population-dependent.

EvidenceResearch association

Limit: A small group-level association cannot be translated into a promise of extra years.

Open relation