There are no validated biomarkers for chronic GVHD (cGVHD). We used a protein microarray and subsequent sequential enzyme-linked immunosorbent assay to compare 17 patients with treatment-refractory de novo–onset cGVHD and 18 time-matched control patients without acute or chronic GVHD to identify 5 candidate proteins that distinguished cGVHD from no cGVHD: CXCL9, IL2Rα, elafin, CD13, and BAFF. We then assessed the discriminatory value of each protein individually and in composite panels in a validation cohort (n = 109). CXCL9 was found to have the highest discriminatory value with an area under the receiver operating characteristic curve of 0.83 (95% confidence interval, 0.74-0.91). CXCL9 plasma concentrations above the median were associated with a higher frequency of cGVHD even after adjustment for other factors related to developing cGVHD including age, diagnosis, donor source, and degree of HLA matching (71% vs 20%; P < .001). A separate validation cohort from a different transplant center (n = 211) confirmed that CXCL9 plasma concentrations above the median were associated with more frequent newly diagnosed cGVHD after adjusting for the aforementioned factors (84% vs 60%; P = .001). Our results confirm that CXCL9 is elevated in patients with newly diagnosed cGVHD.