摘要：

Background: Intratumor heterogeneity (ITH) refers to the presence of distinct cancer cell populations with different clones within a single tumor mass. Tumors with high ITH are more prone to progression, exhibit resistance to therapies, and are associated with an unfavorable prognosis. Therefore, evaluation of ITH is anticipated to serve as a breakthrough biomarker for prognosis and treatment strategies. Several computational algorithms have been proposed to quantify ITH. However, with the exception of DEPTH2, all of these algorithms require both DNA and RNA-sequence data from the same tumor, which can be challenging. In this study, we investigated whether DEPTH2 which solely analyzes RNA-sequence data, accurately reflects the biological characteristics of ITH.Methods: We analyzed clinicopathological and gene expression data from a total of 6573 breast cancer patients from several large independent cohorts: METABRIC (n = 1903), GSE96058 (n = 3273), GSE21974 (n = 57), GSE28844 (n = 61), GSE87455 (n = 153), GSE180280 (n = 57), and The Cancer Genome Atlas (TCGA, n = 1069).Results: DEPTH2 score was high in Triple Negative Breast Cancer (TNBC) subtype (p < 0.001), but no consistent correlation was observed with lymph node or distal metastasis. Higher DEPTH2 score was associated with cell proliferation, as evidenced by higher Nottingham histological grade and Ki67 gene expression (both p < 0.001). In agreement, high DEPTH2 tumors enriched all cell proliferation-related Hallmark gene sets such as E2F targets, G2M checkpoint, MYC targets v1 and v2, and Mitotic Spindle (FDR < 0.25). Additionally, high DEPTH2 tumors exhibited reduced immune cell infiltrations, such as CD8, CD4, Th1, Th2, B cells, and macrophages, and increased infiltrations of stromal cells, such as adipocytes, fibroblasts, blood and lymphatic endothelial cells (all p < 0.05). In TCGA cohort, DEPTH2 score exhibited a similar trend to intratumoral heterogeneity, homologous recombination deficiency, fraction altered, silent and nonsilent mutations, as well as SNV and Indel neoantigens. However, the Pearson's correlation coefficient was very weak (p < 0.05). DEPTH2 score decreased in the GSE21974 and GSE87455 cohorts after neoadjuvant chemotherapy (NAC), whereas no change was observed in the GSE28844 and GSE180280 cohorts. DEPTH2 high tumors showed a lower rate of pathologic complete response (pCR) after NAC in estrogen receptor (ER)+HER2- subtype across all cohorts, however, opposite pattern was observed in the HER2+ and TNBC subtypes in all cohorts. Lastly, high DEPTH2 score was associated with lower disease free and overall survival in METABRIC and GSE96058 (p < 0.05), but not in the TCGA cohort.Conclusions: Our findings suggest that DEPTH2 score may not completely capture the biological characteristics associated with intratumor heterogeneity.

展开