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The infusion of chimaeric antigen receptor (CAR) T cells can trigger the release of life-threatening supraphysiological levels of pro-inflammatory cytokines. However, uncertainty regarding the timing and severity of such cytokine release syndrome (CRS) demands careful monitoring of the conditions required for the administration of neutralizing antibodies. Here we show that a temperature-sensitive hydrogel conjugated with antibodies for the pro-inflammatory cytokine interleukin-6 (IL-6) and subcutaneously injected before the infusion of CAR-T cells substantially reduces the levels of IL-6 during CRS while maintaining the therapy’s antitumour efficacy. In immunodeficient mice and in mice with transplanted human haematopoietic stem cells, the subcutaneous IL-6-adsorbing hydrogel largely suppressed CAR-T-cell-induced CRS, substantially improving the animals’ survival and alleviating their levels of fever, hypotension and weight loss relative to the administration of free IL-6 antibodies. The implanted hydrogel, which can be easily removed with a syringe following a cooling-induced gel–sol transition, may allow for a shift in the management of CRS, from monitoring to prevention. © 2023, The Author(s), under exclusive licence to Springer Nature Limited.