Background: Myeloid cells play critical roles in the growth and metastasis of malignant tumors with both protumor and antitumor capabilities. Plenty of studies have reported they participated in modulating tumor inflammation and angiogenesis, and therapeutic strategies targeting myeloid cells are ongoing in pre-clinical and clinical trials. The functions of myeloid cells and their subtypes in left-sided and right-side CRC remain unclear. Methods: A published scRNA-seq dataset (Pelka et al., 2021) with 21 samples from left-sided CRC and 79 from right-sided CRC (colorectal cancer) was obtained. Seurat (Stuart et al., 2019) was used to perform dimensionality reduction and differential expression analysis, and the cell subtypes in the myeloid cells were identified to study the associations between clinical outcomes and different tumor tissue sites of CRC. We also obtained an immunotherapy dataset from TISMO to identify associations between cell subtypes and immunotherapy outcomes. Results: Systematic comparisons of myeloid cells (n = 39,167) from left-sided and right-sided CRC revealed that highly expressed genes from right-sided CRC showed protumor capability and those from left-sided CRC showed antitumor activity. Specifically, left-sided CRC harbored a significant (p = 0.018) higher proportion of ACKR1⁺ DCs compared to right-sided CRC. ACKR1⁺ DCs might be immunological as its marker genes were significantly positively correlated with CD8+T cells and highly enriched in APC(antigen processing presentation)-related pathways. TCGA survival analysis revealed that the higher expression of the marker genes in ACKR1⁺ DC was associated with better overall survival (OS, p = 0.0088). Furthermore, immunotherapy biopsy showed ACKR1⁺ DCs subtype significantly enriched in immunotherapy responsive group compared to non-responsive group in colon cancer (p = 0.019), melanoma (p = 0.0058) and renal adenocarcinoma (p = 3.3e-06) among the obtained TISMO dataset. Conclusions: We identified an immunological ACKR1⁺ DCs subtype, which was highly enriched in left-sided CRC and was correlated with better clinical outcomes and immunotherapy responses. Those findings might provide potential therapeutic target and help better understand the mechanism of treatment strategies in CRC.