Abstract Neuroblastoma (NB) is the most common tumor diagnosed in the first year of life. More than 90% of stage M NB patients present with disseminated tumor cells (DTCs) in the bone marrow (BM). Although these cells represent a major obstacle to treatment, their global gene expression has, so far, been only poorly analyzed. GD2POS DTCs of stage M NB patients were separated from the remaining BM-derived nontumor mononuclear cells (MNCs) by applying magnetic associated cell sorting. mRNA of diagnostic DTCs (n=22) and MNCs (n=14), primary tumors (n=16), relapse DTCs (n=20) and MNCs (n=14) was isolated and used for RNA-seq (50bp, single-end) in order to characterize the biology of DTCs. Furthermore, four DTC-derived neuroblastoma cell lines were established and used to generate a robust patient-derived zebrafish xenograft model. Annexin V staining (apoptosis), EdU proliferation assays, and transwell migration assays of the four cell lines were performed in vitro at temperatures between 34°C and 37°C. 322 differently expressed genes (DEG) were identified comparing primary tumors and DTCs (q < 0.001, |log2FC|>2). Especially, genes encoded by mitochondrial DNA (mtDNA) were upregulated in DTCs. Furthermore, we found the gene expression signature of relapse DTCs largely resembling those of diagnostic DTCs, with only 113 DEG under relaxed cut-offs (q < 0.01, |log2FC|>0.5). Notably, relapse DTCs showed a positional enrichment of 31 downregulated genes on chromosome 19, including five tumor-suppressor genes: SIRT6, BBC3/PUMA, STK11, CADM4, and GLTSCR2. Genomic analysis of 34 DTC samples revealed clonal deletions affecting a portion of the 31 downregulated genes encoded by chromosome 19. Although these deletions occurred at a higher frequency in relapse patients (9 out of 17 samples) as compared to the diagnostic samples (4 out of 17 samples), the positional distribution of downregulated genes did not coincide with the deleted ones. While chromosomal deletions in relapse samples were mainly found on 19q (8 out of 20 samples), most of the downregulated genes were encoded by 19p, which rarely contained deletions (3 out of 20 samples). The downregulation of PUMA (p=0.002) and CADM4 (p=0.02) was associated with a worse event-free survival in stage M patients (survival analysis performed in R2 with the Oberthuer dataset). Furthermore, four DTC-derived cell lines were tested for suitability of injecting into zebrafish embryos and subsequent functional testing. In vitro analysis revealed that in two cell lines (STA-NB-8 and STA-NB-12) proliferation and apoptosis were not affected by lower temperatures (34°C), at which zebrafish embryos still can develop properly, while in the remaining two cell lines both were impaired. Fewer STA-NB-15 and STA-NB-19 cells were in the S phase at 34°C (18.6% of STA-NB-15 and 24.2% of STA-NB-19 cells) as compared to 37°C (37.8% of STA-NB-15 and 45.1% of STA-NB-19 cells). Additionally, more of the STA-NB-15 cells were undergoing apoptosis at 34°C (50.3% Annexin V positive cells) as compared to 37°C (33.9% Annexin V positive cells). This first RNA-seq analysis of neuroblastoma DTCs revealed their unique expression profile in contrast to tumors, but showed less pronounced differences between diagnostic and relapse DTCs. The latter preferentially affected the downregulation of genes encoded by chromosome 19, which might be associated with treatment failure and disease progression. The establishment of xenografts in zebrafish embryos with DTC-derived cells will enable in vivo functional studies and optimize the generation of patient-derived xenografts in zebrafish embryos, which will allow drug screening and functional studies for personalized treatment approaches. Citation Format: Fikret Rifatbegovic, Sabine Taschner-Mandl, Martin Distel, M. Reza Abbasi, Christian Frech, Andrea Ziegler, Inge M. Ambros, Peter F. Ambros. RNA-seq of diagnostic and relapse disseminated tumor cells (DTCs) in stage M neuroblastoma patients and first steps towards DTC-derived xenografts in zebrafish embryos [abstract]. In: Proceedings of the AACR Special Conference: Pediatric Cancer Research: From Basic Science to the Clinic; 2017 Dec 3-6; Atlanta, Georgia. Philadelphia (PA): AACR; Cancer Res 2018;78(19 Suppl):Abstract nr A38.