IGFBP1 and esophageal adenocarcinoma: ,119 In our analysis, we found little evidence for a causal effect of IGF-1 directly on esophageal adenocarcinoma risk, suggesting that the biological mechanism linking IGFBP-1 and esophageal adenocarcinoma risk may be independent of its role regulating IGF-1.