Feet

7 structured phenotype dimensions · drawn from peer-reviewed scales

Feet — Feet phenotype reference across ethnic populations

Feet

General Description: Feet are the lower extremities of the leg, crucial for supporting the body's weight, mobility, and balance.

Ethnic Variations: Foot size, shape, and arch height can vary among different ethnic groups.

Cultural Significance: Feet have diverse cultural connotations, including notions of strength and stability in some cultures.

AI Character Design Considerations: Accurately representing feet in AI characters, considering various ethnic traits, can enhance the realism of movements and postures.

Feet — taxonomy

7 dimensions · 7 photo-assessable · v1.0.0 · UBERON: UBERON:0002387

Foot morphology: foot size, arch height, toe length pattern, midfoot width, heel and ankle morphology, nail shape. The toe-length-pattern dimension (Greek / Egyptian / Roman / Square) is the canonical anthropometric foot-typology classification, dating to classical-art conventions and used in modern podiatry literature.

Dimensions

  • Foot size (relative to body)

    partly photo-observable

    ordinal · foot_size_qualitative

    Foot length relative to body height.

    Aligned with anthropometric foot-length proportions (typical ratio ~14-15% of body height).

    Valid values (3)

    • smallSmall
    • averageAverage
    • largeLarge
  • Arch height (medial longitudinal)

    partly photo-observable

    ordinal · arch_index_qualitative

    Height of the medial longitudinal arch when standing.

    Cavanagh PR, Rodgers MM (1987). The arch index: a useful measure from footprints. Journal of Biomechanics, 20(5): 547-551. Original quantitative scale; this dimension uses three qualitative buckets aligned with the clinical classification of high-arch / normal / flat-foot.

    Valid values (3)

    • flat_pes_planusFlat (pes planus)Reduced or absent arch; medial border of foot rests near the floor.
    • normalNormal
    • high_pes_cavusHigh (pes cavus)Pronounced arch; reduced foot-floor contact area.
  • Toe length pattern

    photo-observable

    categorical · toe_typology_classical

    Relative length of the great toe (hallux) versus the second toe and remaining toes. Classical names derive from frequencies in art conventions; modern usage is descriptive.

    Classical anthropometric foot typology described in podiatry literature; Hawes MR, Sovak D, Miyashita M, Kang SJ, Yoshihuku Y, Tanaka S (1994). Ethnic differences in forefoot shape and the determination of shoe comfort. Ergonomics, 37(1).

    Valid values (5)

    • egyptianEgyptianHallux longest; toes decrease in length from first to fifth in a straight diagonal. Most common pattern globally.
    • greek_mortonGreek (Morton's)Second toe longer than hallux; common variant. Sometimes associated with biomechanical foot-strike patterns.
    • roman_squareRoman / squareFirst three toes approximately equal in length, then sharp drop. Less common variant.
    • stretched_longStretched (long-toed)All toes long relative to forefoot length.
    • asymmetricAsymmetricNotable left-right toe-pattern asymmetry.
  • Forefoot width

    photo-observable

    ordinal · forefoot_width_qualitative

    Width of the forefoot at the metatarsal heads relative to foot length.

    Aligned with shoe-fitting and ergonomics descriptors of forefoot breadth.

    Valid values (3)

    • narrowNarrow
    • averageAverage
    • wideWideBroad metatarsal width; common variant in some populations.
  • Heel morphology

    partly photo-observable

    categorical · heel_qualitative

    Soft-tissue heel silhouette in lateral view.

    Aligned with podiatric descriptors of calcaneal soft-tissue silhouette.

    Valid values (4)

    • narrowNarrow
    • balancedBalanced
    • broadBroad
    • haglund_prominentHaglund's prominenceVisible posterior superior calcaneal prominence; clinical Haglund deformity.
  • Hallux alignment

    photo-observable

    categorical · hallux_alignment_qualitative

    Alignment of the great toe relative to the foot's longitudinal axis. Clinical hallux valgus when significantly deviated medially.

    Manchester scale for hallux valgus visual grading; Garrow AP, Papageorgiou A, Silman AJ et al. (2001). The grading of hallux valgus. The Manchester Scale. Journal of the American Podiatric Medical Association, 91(2).

    Valid values (4)

    • neutralNeutral
    • mild_valgusMild hallux valgusSubtle medial deviation; no overlap with adjacent toes.
    • moderate_valgusModerate hallux valgusClear medial deviation; bunion visible.
    • severe_valgusSevere hallux valgusMarked medial deviation; hallux overlaps or underlies second toe.
  • Toenail morphology

    partly photo-observable

    categorical · toenail_qualitative

    Toenail shape and condition.

    Aligned with descriptors used in dermatology and podiatry literature.

    Valid values (5)

    • normalNormal
    • groomed_pedicuredGroomed / pedicuredVisible nail-care; native shape may not be directly observable.
    • thickenedThickenedOnychogryphosis or age-related thickening.
    • discoloredDiscoloredOnychomycosis or other discoloration visible.
    • not_visibleNot visible
References (3)
  1. Cavanagh PR, Rodgers MM (1987). The arch index: a useful measure from footprints. Journal of Biomechanics, 20(5): 547-551.
  2. Hawes MR, Sovak D, Miyashita M, Kang SJ, Yoshihuku Y, Tanaka S (1994). Ethnic differences in forefoot shape and the determination of shoe comfort. Ergonomics, 37(1).
  3. Garrow AP, Papageorgiou A, Silman AJ, Thomas E, Jayson MI, Macfarlane GJ (2001). The grading of hallux valgus. The Manchester Scale. Journal of the American Podiatric Medical Association, 91(2): 74-78.

Top-coverage ethnic groups

Groups with the most image-grounded phenotype data — sorted by Data Depth score

Other phenotype categories