The science

The biology behind Folliscope

Androgenetic alopecia through the lens of molecular genetics and computational biology, the pathway, the gene panel, and the formula.

What is androgenetic alopecia?

Androgenetic alopecia (AGA), pattern hair loss, is the most common form of hair loss in humans. It affects about 50% of men over age 50 and 25-40% of women over a lifetime. In men it is often called "male-pattern baldness," with thinning at the hairline and vertex. In women it typically presents as diffuse thinning across the crown.

The driving mechanism is dihydrotestosterone (DHT), the active metabolite of testosterone produced by 5α-reductase. DHT binds the androgen receptor (AR) in hair follicles, triggering follicle miniaturization, follicles shrink in successive growth cycles until hairs become vellus and eventually stop growing altogether.

DHT → AGA molecular pathway

1 Testosterone is produced in the testes / ovaries and adrenal glands.
2 5α-reductase type 2 (SRD5A2) converts testosterone to DHT inside hair follicles.
3 DHT binds the androgen receptor (AR) in the cytoplasm of dermal papilla cells.
4 The DHT-AR complex enters the nucleus and activates target genes.
5 Gene-expression changes shorten the anagen (growth) phase and lengthen the telogen (rest) phase.
6 Progressive follicle miniaturization produces vellus hairs and ultimately visible baldness.

AGA is polygenic, influenced by many genes, with estimated heritability of 80-95%. Environmental factors such as stress, nutrition, and hormonal status also significantly modify how quickly the condition progresses.

The AR gene and CAG / GGN repeats

AR gene at a glance

Gene nameAR (Androgen Receptor)
NCBI Gene ID367
Chromosomal locationXq12 (X chromosome, long arm, band 12)
RefSeq mRNANM_000044.6
RefSeq proteinNP_000035.2
mRNA length~4.3 kb (8 exons)
Protein size919 amino acids

Why X-linked inheritance matters

Because AR sits on the X chromosome, its inheritance is X-linked. Men carry a single X (from their mother) and a Y (from their father), so they inherit AR entirely from their mother. The mother in turn inherited her X chromosome from her father, the maternal grandfather. That is why a bald maternal grandfather is the single strongest family-history predictor of male-pattern baldness in his grandsons.

The CAG repeat tract (polyglutamine)

Exon 1 of AR contains a tandem (CAG)n repeat encoding a polyglutamine tract in the N-terminal domain of the receptor. Repeat length varies between individuals and is a key determinant of how sensitively the receptor responds to DHT.

CAG repeatsRisk bandMechanismReference
< 18Very highStrongly DHT-sensitive receptor; sharply elevated androgen-responsive transcriptionChoong et al. 1996
18 - 21HighHigh AR sensitivity; strong androgenic effect at the follicleHillmer et al. 2005
22 - 24ModerateModerate AR sensitivity; moderate risk of progressionHillmer et al. 2005
25 - 29LowRelatively low AR sensitivity; follicles more resistant to DHTEllis et al. 2001
≥ 30ProtectiveLong CAG tracts reduce AR transcriptional activityGiovannucci et al. 1997

The GGN repeat tract (polyglycine)

Exon 1 also carries a (GGN)n repeat encoding a polyglycine tract. GGN interacts with CAG in regulating AR activity. Short GGN (< 18) is associated with higher risk, while long GGN (≥ 24) is protective. Its effect is weaker than CAG (weight 15% vs. 40% in Folliscope's PRS formula).

The nine-SNP AGA panel

Beyond AR, large genome-wide association studies (GWAS) have mapped many loci that contribute to AGA risk. Folliscope implements nine of the most well-supported SNPs from peer-reviewed literature:

rs IDGeneChrRisk alleleORPRS weightFunction
rs6152AR X-linkedXG2.50×0.90AR exon-1 variant, boosts receptor sensitivity to DHT
rs1385699EDA2R X-linkedXC2.20×0.85Ectodysplasin A2 receptor, regulates follicle signaling via the EDA pathway
rs12558842AR X-linkedXG1.80×0.70AR regulatory region, affects AR expression in follicles
rs2497938AR X-linkedXC1.75×0.65AR intronic variant, transcriptional modulator
rs7349332WNT10A Autosomal2T1.45×0.50WNT signaling, regulates follicle cycling via Wnt/β-catenin
rs9479482HDAC9 Autosomal7C1.35×0.45Histone deacetylase 9, epigenetic regulation of follicle genes
rs1160312PAX1/FOXA2 Autosomal20A1.60×0.60PAX1 transcription factor, regulates follicle differentiation
rs929626EBF1 Autosomal5C1.30×0.35Early B-cell factor 1, regulates hair-growth cycling
rs523349SRD5A2 Autosomal2G1.40×0.555α-reductase type 2, converts testosterone to DHT in follicles

Polygenic risk score (PRS) formula

Hybrid mode (genetic + clinical data)

Hybrid formula HybridScore = 0.45 × GeneticScore + 0.30 × ClinicalScore + 0.15 × FamilyScore + 0.10 × LifestyleScore GeneticScore = 0.40 × CAGScore + 0.15 × GGNScore + 0.45 × SNPScore ClinicalScore = 0.35 × NorwoodLudwig + 0.20 × PatternArea + 0.15 × HairPull + 0.10 × LossVolume + 0.10 × Miniaturization + 0.10 × Duration FamilyScore = 0.35 × MaternalGrandfather + 0.25 × Father + 0.15 × PaternalGrandfather + 0.10 × Brothers + 0.08 × MotherThinning + 0.07 × Generations LifestyleScore = 0.25 × Comorbidities + 0.25 × Stress + 0.20 × Smoking + 0.15 × Diet + 0.15 × Sleep All component scores range 0-100. An age modifier is applied to the final score (early onset = ×1.15).

Clinical-only mode (no DNA data)

Clinical-only formula ClinicalOnlyScore = 0.55 × ClinicalScore + 0.30 × FamilyScore + 0.15 × LifestyleScore

Risk categories

Score rangeCategoryColorInterpretation
0 - 19MinimalGreenNo significant susceptibility signal
20 - 39LowDark greenLow susceptibility, periodic monitoring
40 - 59ModerateOrangeEarly warning, consider a clinical consult
60 - 79HighRed-orangeSignificant risk, early intervention recommended
80 - 100Very highRedVery high risk, prompt consultation advised

Limitations

Folliscope is an educational computational-biology project, not a clinical diagnostic tool. Its results do not replace professional evaluation by a licensed dermatologist.

References

Built on authoritative data