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🦠 Small Fiber Neuropathy Simulator

A simulator of small fiber neuropathy in post-COVID syndrome with parameters from skin biopsy and nerve endings density.

Long COVID / ME/CFS2DModerate60 FPS
long-covid-small-fiber-neuropathy-simulator ↗ Open standalone

Healthy Small Fiber Innervation of the Skin

Unmyelinated fibers densely populate normal epidermis.

  • 5–12: Normal IENFD (distal leg) (fibers/mm, age-adjusted)
  • C & Aδ: Fiber type (unmyelinated / thin myelin)
  • Pain, temp, autonomic: Function (nociception & sudomotor)
  • Distal leg: Biopsy site standard (10cm above lateral malleolus)

What small fibers do

Small unmyelinated fibers sense pain, temperature, and control sweat glands.

Normal density baseline

Reference values vary by age, sex, and biopsy site location.

Post-COVID Immune-Mediated Small Fiber Damage

Infection triggers immune attack or direct viral nerve injury.

  • ~30–60%: Long COVID SFN prevalence (of surveyed pain cohorts)
  • Autoimmune: Proposed mechanism (and/or direct viral injury)
  • Weeks–months: Onset after infection (variable latency)
  • Somatic + autonomic: Affected fiber classes (sensory & sudomotor)

Injury mechanisms

Inflammatory cytokines and autoantibodies may damage nerve terminals.

Progressive fiber loss

Distal fibers degenerate first in length-dependent pattern.

Skin Punch Biopsy Procedure for Nerve Fiber Counting

A small 3mm punch sample is taken from the distal leg.

  • 3 mm: Punch diameter (standard biopsy tool)
  • Distal leg: Biopsy location (plus proximal thigh optional)
  • PGP9.5: Staining method (pan-axonal immunostain)
  • 1–2 weeks: Turnaround time (specialized lab processing)

Sampling procedure

Local anesthesia, punch biopsy, sutureless closure, lab shipment.

Tissue processing

Sections stained and imaged for fiber crossing counts.

Intraepidermal Nerve Fiber Density Quantification

Fibers crossing the dermal-epidermal border are counted per mm.

  • IENFD: Metric (fibers per millimeter length)
  • Below 5th %ile: Diagnostic threshold (age/sex normative data)
  • Linear density: Counting method (per EFNS/PNS guidelines)
  • ~80–90%: Sensitivity (for confirmed SFN cases)

Counting protocol

Trained readers count fibers crossing the basement membrane line.

Reference comparison

Patient value compared against normative percentile tables.

Symptom Correlation and Potential Recovery

Lower fiber density links to burning pain and autonomic symptoms.

  • Correlates: Burning/tingling pain (with lower IENFD)
  • POTS-like: Autonomic overlap (symptoms in some patients)
  • 6–12 mo: Partial recovery window (reported in some cohorts)
  • ~0.5–1 mm/mo: Regrowth rate (approximate axon regrowth)

Pain mechanism

Damaged fibers generate abnormal firing perceived as burning pain.

Recovery trajectory

Some patients show gradual fiber regrowth and symptom easing.

Placeholder: recovery is variable and not guaranteed for all patients.
⚙ Under the hood

A simulator of small fiber neuropathy in post-COVID syndrome with parameters from skin biopsy and nerve endings density.

CanvasBiomedicine

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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