Variant-adapted COVID-19 vaccines are recommended for patients with inflammatory bowel disease (IBD). However, many patients rely on pre-existing immunity by original vaccines or prior infections. To assess whether such immunity sufficiently combats the highly immune-evasive SARS-CoV-2 JN.1 variant. Utilising two longitudinal cohorts, we evaluated immunity against JN.1 induced by original vaccines (IBD: n = 98; healthy: n = 48), omicron breakthrough infection (IBD: n = 55; healthy: n = 57) or XBB.1.5-adapted vaccines (IBD: n = 18). Neutralisation and anti-receptor-binding domain (RBD) IgG levels against wild-type SARS-CoV-2 and JN.1 were assessed using multiplex immunoassays. Study outcomes were wild-type and JN.1 neutralisation following three doses of original mRNA vaccines, stratified by immunosuppressive therapy (primary outcome), and JN.1 neutralisation following third-dose breakthrough infection or a fourth dose of XBB.1.5-adapted mRNA vaccines (secondary outcomes). Following original vaccines, JN.1 neutralisation was lower than wild-type neutralisation in all study groups (healthy, anti-TNF and non-anti-TNF; each p < 0.001); most individuals lacked JN.1 neutralisation (healthy: 97.9%; anti-TNF: 98.3% and non-anti-TNF: 92.3%). Confounder-adjusted multivariable modelling strongly associated anti-TNF therapy with low levels of anti-JN.1-RBD IgG (fold-change 0.48 [95% CI 0.39-0.59]). JN.1 neutralisation was similar in patients with or without breakthrough infection (anti-TNF, non-anti-TNF; each p > 0.05); neutralisation failure was 100% despite breakthrough infection. XBB.1.5-adapted vaccines enhanced JN.1 neutralisation (p < 0.001) and reduced neutralisation failure rates in patients with IBD (94.4% pre-vaccination vs. 44.4% post-vaccination; p = 0.003). Only variant-adapted vaccines protect against emerging SARS-CoV-2 variants. Patients with IBD and healthy individuals without recent vaccination may lack protection against the JN.1 subvariant KP.3 which causes current COVID-19 surges.