Abstract Background Belonging to the protein arginine methyltransferase (PRMT) family, the enzyme encoded by coactivator associated arginine methyltransferase 1 (CARM1) catalyzes the methylation of protein arginine residues, especially acts on histones and other chromatin related proteins, which is essential in regulating gene expression. Beyond its well-established involvement in the regulation of transcription, recent studies have revealed a novel role of CARM1 in tumorigenesis and development, but there is still a lack of systematic understanding of CARM1 in human cancers. An integrated analysis of CARM1 in pan-cancer may contribute to further explore its prognostic value and potential immunological function in tumor therapy. Results Based on systematic analysis of data in multiple databases, we firstly verified that CARM1 is highly expressed in most tumors compared with corresponding normal tissues, and is bound up with poor prognosis in some tumors. Subsequently, relevance between CARM1 expression level and tumor immune microenvironment is analyzed from the perspectives of tumor mutation burden, microsatellite instability, mismatch repair genes, methyltransferases genes, immune checkpoint genes and immune cells infiltration, indicating a potential relationship between CARM1 expression and tumor microenvironment. A gene enrichment analysis followed shortly, which implied that the role of CARM1 in tumor pathogenesis may be related to transcriptional imbalance and viral carcinogenesis. Conclusions Our first comprehensive bioinformatics analysis provides a broad molecular perspective on the role of CARM1 in various tumors, highlights its value in clinical prognosis and potential association with tumor immune microenvironment, which may furnish an immune based antitumor strategy to provide a reference for more accurate and personalized immunotherapy in the future. Supplementary Information The online version contains supplementary material available at 10.1186/s12863-021-01022-w. Keywords: CARM1, Pan-cancer analysis, Prognosis, Immune, Tumor microenvironment Background Due to the heterogeneity and diversity of tumors, the deficiency of effective biomarkers represents one of the main bottlenecks restricting the development of cancer medicine. The accumulated big data analysis of any gene of interest has become a powerful means to explore the complex process of tumorigenesis and development. Analyzing gene expression and related genetic modification allows us to evaluate its clinical prognosis and explore related signaling pathways, which could help to find new immunotherapy targets. CARM1, also known as PRMT4, located in Chr19p13.2 (Fig. [37]1a), was first identified as an arginine methyltransferase that introduces asymmetric methylation of arginine residues in histone H3 and other chromatin-associated proteins [[38]1]. With regard to human CARM1 protein, it is composed of an N-terminal pleckstrin homology-like domain (PH-like), a C-terminal transactivase domain, and a central catalytic domain containing the four conserved PRMT motifs (Fig. [39]1b). The N- and C-terminal domains of CARM1 are vital for substrate recognition and transcription-mediated activation [[40]2], and the motifs in central catalytic domain are essential for binding of the cofactor S-adenosyl methionine (SAM) and the substrate arginine [[41]3]. Long known as a transcriptional coactivator, recent studies have shown that it is also involved in the regulation of metabolism [[42]4–[43]6], autophagy [[44]7], RNA regulation [[45]8] and early mammalian development [[46]9]. Recently, accumulating evidence has suggested that CARM1 also has an impact on the occurrence and development of tumors [[47]10–[48]14]. Existing studies on exploring the mechanisms of CARM1 methylation affecting tumor progression have shown that CARM1 is a coactivator of several cancer-related transcription factors and can be involved in promoting tumor cell proliferation and metastasis by methylating cancer-related transcription factors, including NF-κB, p53, steroid receptors and so on, and its high expression is associated with poor prognosis of tumors [[49]15]. For example, in the most studied breast cancer, CARM1 could methylate the R838 site of lysine demethylase 1 (LSD1) to promote the binding of deubiquitinase USP7, resulting in the ubiquitination and stabilization of LSD1, thereby promoting the invasion and metastasis of breast cancer cells [[50]16]. In addition, CARM1 has been found to be involved in regulating metabolic pathways in tumors. Metabolic reprogramming is a hallmark of cancer. In breast cancer cells, methylation of the key glycolytic enzyme pyruvate kinase M2 isoform (PKM2) by CARM1 shifts the metabolic balance from oxidative phosphorylation to aerobic glycolysis, producing a large amount of ATP, so as to promote tumor cell proliferation and migration [[51]4]. Nevertheless, CARM1 is up-regulated when glucose starvation, followed by methylation of GAPDH to inhibiting glycolysis, thereby suppressing tumor cell proliferation in liver cancer cells [[52]6], which is to some extent consistent with the results of the correlation analysis between CARM1 expression and liver cancer prognosis described in our work. Current evidence about effects of CARM1 on various cancers has been shown in Fig. [53]1c and Table [54]4 [[55]5, [56]6, [57]13, [58]16–[59]25]. Fig. 1. [60]Fig. 1 [61]Open in a new tab Basic information about CARM1. a Genomic location of human CARM1. b Protein structure diagram of human CARM1. c According to the reported studies, the carcinogenic pathways CARM1 was involved in across different cancers are shown graphically. The related references are