CAPN1 is a novel biomaker of patients with AML based on comprehensive analysis.

Acute myeloid leukemia (AML) is a common hematologic malignancy in adults. Recent studies investigating the potential pathogenesis of AML have significantly advanced our understanding of this disease. While cytogenetics and molecular abnormalities are crucial for confirming chemotherapy response and long-term outcomes, there are additional potential therapeutic targets and prognostic factors. The CAPN1 gene, which encodes a large subunit of the ubiquitous enzyme calpain, has not been extensively studied in hematological diseases. In this study, we used data from the TCGA public database to perform a bioinformatic analysis and found that CAPN1 is differentially expressed in multiple cancers and is associated with an unfavorable prognosis in AML. We employed R software and websites such as David and STRING to conduct differential analysis, GO and KEGG analysis, and explore the correlation between CAPN1 and physiological processes and key pathways. Our findings suggest that CAPN1 is significantly associated with the structure of the extracellular matrix and receptor-ligand interactions, indicating its potential role in disease progression. Additionally, we used CYBERSORT and ssGSEA to analyze the immune environment of CAPN1 and found that it is associated with most immune components, particularly CD56 cells and neutrophils. In conclusion, CAPN1 is a key prognostic gene in AML that is significantly correlated with disease progression, clinical features, and immune invasion.