“…In line with the immunosuppressive role of β1,6-branched glycans, CCL2 secreted by cancer cells contributes to an immunosuppressive tumor microenvironment, and blockade of CCR2 in mice improved the efficacy of immune checkpoint therapy (Matsuo et al, 2021;Tu et al, 2020), suggesting a direct biomedically relevant role of this glycan feature. We envision a pipeline in which this explainable DL approach is used to analyze data generated by SUGAR-seq or similar technologies, to decode the biology of less well-studied glycoforms (e.g., high-mannose glycans, sulfated glycans, I-branched glycans) and their importance in disease (Chuzel et al, 2021;Dimitroff, 2019;de Leoz et al, 2011;Loke et al, 2016;Sun et al, 2022). For this, future work needs to expand the capabilities of the associated lectin-seq, similar to the already reported Glycan-seq technology (Oinam et al, 2021).…”