Abstract
<jats:title>Abstract</jats:title> <jats:p> The entomopathogenic fungi <jats:italic>Beauveria bassiana</jats:italic> and <jats:italic>Metarhizium robertsii</jats:italic> are natural pathogens of the Colorado potato beetle (CPB) and hold promise for biocontrol. However, the insect's immune responses to fungal infections remain poorly understood. In this study, we performed transcriptomic analyses of haemocytes and fat body tissue from CPB larvae topically infected with <jats:italic>B. bassiana</jats:italic> and <jats:italic>M. robertsii</jats:italic> at the stage of pathogen encapsulation. Quantitative PCR validation of gene expression, along with complementary physiological and biochemical assays, was also conducted. Reference gene annotations were expanded using both the classical bioinformatic tool InterProScan and the AI‐based tool ProteInfer. For the first time, pathogen‐specific differences in CPB tissue responses to fungal infections were revealed. Gene Ontology enrichment and expression profiles of immune‐related genes indicated a stronger antifungal response to <jats:italic>M. robertsii</jats:italic> , whereas infection with <jats:italic>B. bassiana</jats:italic> was associated with enhanced protection against self‐damage. Pathogen‐specific responses were linked to the expression of genes encoding certain receptors, serine proteases, serpins, Toll signalling components, antimicrobial peptides, chitin deacetylases, chitin synthases, laccases, as well as to the production of phenoloxidases and reactive oxygen species. The most diverse and pathogen‐specific gene expression changes occurred in haemocytes rather than in the fat body. We propose that the observed differences in immune responses are mainly driven by the fungal enzymatic machinery, secondary metabolites and pigments. The differentially expressed genes identified in this study provide novel insights into insect–pathogen interactions and represent promising molecular targets for advancing both fundamental research on insect immunity and the applied development of innovative biocontrol strategies. </jats:p>