The low incidence of vincristine-induced peripheral neuropathy (VIPN) in Kenyan children may result from low vincristine exposure. We performed a pharmacokinetically (PK) guided dose-escalation feasibility study of vincristine in Kenyan children (NCT05844670). Vincristine PK exposure was assessed with a previously developed nomogram. A 20% dose increase was recommended for participants with low exposure and no VIPN, hyperbilirubinemia or malnutrition. None of the fifteen participants developed VIPN. Low vincristine exposure was seen in only one participant: a dose increase was implemented without side-effects. Average vincristine exposure was high. In conclusion, the participants did not develop VIPN despite having high vincristine exposure.