Dr Saumya Saluja of THIP Media clarifies that sugar is not classified as a carcinogen, and there is no direct causal pathway from sugar itself to cancer. However, excess sugar intake contributes to obesity and metabolic disturbances linked epidemiologically to increased cancer risk, underscoring an indirect mechanistic relationship, rather than a straightforward causal one.