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The aim of this study was to understand the molecular epidemiological characteristics and drug resistance mechanism of carbapenem-resistant <i>Pseudomonas aeruginosa</i> (CRPA) and to provide a theoretical basis for the prevention and treatment of CRPA infection in hospitals. A total of 34 CRPA strains were isolated, and resistance to 13 commonly used antibiotics was detected using the TDR-300B Plus VitEK-2 compact automatic bacterial identification instrument. Then, carbapenemase production was detected using the Carbe NP test. RT-qPCR was used to detect the expression of efflux pump <i>MexA</i> and outer membrane protein <i>OprD</i>, and PCR amplification and sequence analysis were used to detect class Ⅰ integrons carried by drug resistance genes. Our results showed that of the 34 CRPAs, 22 were multi-drug resistant (MDR), and five were extensively drug-resistant (XDR). Sequencing analysis showed that class Ⅰ integron mainly carried aminoglycosides or quinolones resistance genes. Multiple mechanisms play important roles in the formation and development of MDR or XDR.