Bulk transcriptomics analysis of SIX2+CITED1+ cells from Wilms Tumor
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ABSTRACT:
PROVIDER: PRJNA735794 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR14752425_1.fastq.gz | Fastqsanger.gz | |||
| SRR14752425_2.fastq.gz | Fastqsanger.gz | |||
| SRR14752426_1.fastq.gz | Fastqsanger.gz | |||
| SRR14752426_2.fastq.gz | Fastqsanger.gz | |||
| SRR14752427_1.fastq.gz | Fastqsanger.gz |
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Project description:Purpose: Bulk transcriptomics analysis of Wilms tumor SIX2+CITED1+ cells to compare and identify unique nephron progenitor transcriptome profiling (RNA-seq) signature between unfavorable and favorable Wilms Tumors and against human fetal kidney Methods: Wilms tumor samples were collected and transported on ice at 4°C in RPMI-1640 and a single cell suspensions were prepared following mechanical and enzymatic dissociation as previously publication. Enzymatic dissociation was performed with 125 U/ml collagenase I in RPMI-1640 at 37 °C for 35 min. The digested cells were then passed through a 100-μm cell strainer and a 40-μm cell strainer with washes of 1x PBS. The cell suspension was than centrifuged at 1500 rpm for 5 min and erythrocytes were eliminated using a red blood cell lysis kit. WT SIX2+CITED1+ cells were isolated using SIX2-Cy5 and CITED1-Cy3 Smartflare RNA probes following manufacturer’s instructions and previous publication. Briefly, cells were incubated over night at 37 °C with both RNA probes diluted at 1:20 in PBS and 25ul/ml in RPMI-1640 supplemented with 5% FBS, and 0.2% antimicrobial agent Primocin. After 16-18 h, cells were dissociation using TrypLE 1x for 5 min, cells were centrifuged at 1500 rpm for 5 min and prepared for FACS. RNA extraction was performed immediately after FACS using the RNeasy Micro Kit following manufacturer’s recommendations. After cDNA production and construction of DNA libraries, the samples were run on an Illumina NextSep500 (Illumina). Differential gene expression was analyzed using ERCC ExFold probes with the Remove Unwanted Variation R/Bioconductor software package combined with edgeR Results: Transcriptomics analysis of Wilms Tumor SIX2+CITED1+ cells in comparison to different tumor types and human fetal kidneys confirmed the nephrogenic signature of hFK-SIX2+CITED1+ and WT-SIX2+CITED1+ cells but highlighted differences in expression of pluripotency and self renewal-related genes like OCT4, FOXO1, SALL, NANOG along with a lower expression of β-catenin, TCF, and other growth factors known to promote differentiation (BMPs, FGFs). Hierarchical clustering of gene expression showed shared similarities between Wilms tumor samples against human fetal kidney samples however, with major differences in gene expression between tumor-to-tumor type was also present. Conclusion: Our study represents the first transcriptomic characterization of Wilms Tumor cancer stem cells (SIX2+CITED1+) against human fetal kidney SIX2+CITED1+ cells. Identifying specify gene expression and signaling pathway profiles across different subtypes of Wilms Tumor and against human fetal kidney SIX2+CITED1+ cells.
2024-01-08 | GSE176342 | GEO
Project description:Purpose: Bulk transcriptomics analysis of Wilms tumor SIX2+CITED1+ cells to compare and identify unique nephron progenitor transcriptome profiling (RNA-seq) signature between unfavorable and favorable Wilms Tumors and against human fetal kidney Methods: Wilms tumor and human fetal kidney samples were collected and transported on ice at 4°C in RPMI-1640 and a single cell suspensions were prepared following mechanical and enzymatic dissociation as previously publication. Enzymatic dissociation was performed with 125 U/ml collagenase I in RPMI-1640 at 37 °C for 35 min. The digested cells were then passed through a 100-μm cell strainer and a 40-μm cell strainer with washes of 1x PBS. The cell suspension was than centrifuged at 1500 rpm for 5 min and erythrocytes were eliminated using a red blood cell lysis kit. WT SIX2+CITED1+ cells were isolated using SIX2-Cy5 and CITED1-Cy3 Smartflare RNA probes following manufacturer’s instructions and previous publication. Briefly, cells were incubated over night at 37 °C with both RNA probes diluted at 1:20 in PBS and 25ul/ml in RPMI-1640 supplemented with 5% FBS, and 0.2% antimicrobial agent Primocin. After 16-18 h, cells were dissociation using TrypLE 1x for 5 min, cells were centrifuged at 1500 rpm for 5 min and prepared for FACS. Freshly isolated SIX2+CITED1+ cells from a 16 WGA hFK, freshly isolated SIX2+CITED1+ cells from WT8 (favorable stage II Wilms’ Tumor), freshly digested xenograft derived from cultured SIX2+CITED1+ cells (Passage 6) isolated from WT8, freshly digested xenograft generated from freshly isolated SIX2+CITED1+ cells from WT8, and total cell population of WT8. Approximately 3,000 cells were captured on a 10x Chromium device using a 10X V2 Single Cell 3′ Solution kit. All protocols were performed following manufacturer's instructions. Final library concentrations were determined using a Qubit high Sensitivity DNA assay Kit. Final sequencing libraries were analyzed on a Sequencing: HiSeq 4000, 2x150bp PE, and ~625M total reads/lane (QuickBiology) to determine the library size; Approximately, 300 million reads per sample were sequenced Results: Transcriptomics analysis of Wilms Tumor SIX2+CITED1+ cells in comparison to human fetal kidneys confirmed the nephrogenic signature of hFK-SIX2+CITED1+ and WT-SIX2+CITED1+ cells but highlighted differences in expression of pluripotency and self renewal-related genes.Trajectory inference analysis generated from sc-RNAseq data of SIX2+CITED1+ cells and cells dissociated from total WT (from where the SIX2+CITED1+ cells were isolated), suggests that SIX2+CITED1+ cells are the root cells that give rise to all the tumor cell types. Conclusion: Our study represents the first single cell transcriptomic characterization of Wilms Tumor cancer stem cells (SIX2+CITED1+) against human fetal kidney SIX2+CITED1+ cells and against the total tumor and xenografts from cultured and fresh isolated SIX2+CITED1+ WT cells. Identifying that WT SIX2+CITED1+ cells arise early in nephrogenesis and have an expression pattern favoring proliferation over differentiation that overlaps considerably with the expression pattern of both the tumor of origin and with the expression pattern of WT they generate after grafting.
2023-04-30 | GSE175698 | GEO
Project description:Wilms tumor (nephroblastoma) is a pediatric kidney tumor that arises from renal progenitor cells. Since the blastemal type is associated with adverse prognosis, we characterized such Wilms tumors by exome and transcriptome analysis. We detected novel, recurrent somatic mutations affecting the SIX1/2 – SALL1 pathway implicated in kidney development, the DROSHA/DGCR8 microprocessor genes as well as alterations in MYCN and TP53, the latter being strongly associated with dismal outcome. The DROSHA mutations impair the RNase III domains, while DGCR8 exhibits stereotypic E518K mutations in the RNA binding domain - both may skew miRNA representation. SIX1 and SIX2 mutations affect a single hotspot (Q177R) in the homeodomain indicative of a dominant effect. In larger cohorts, these mutations cluster in blastemal and chemotherapy-induced regressive tumors that likely derive from blastemal cells and these are characterized by generally higher SIX1/2 expression. These findings broaden the spectrum of human cancer genes and may open new avenues for stratification and therapeutic leads for Wilms tumors. 53 Wilms tumor samples were selected for RNA extraction and hybridization on Affymetrix Affymetrix Human Genome U133 Plus 2.0 Arrays.
2015-02-18 | E-GEOD-53224 | biostudies-arrayexpress
Project description:Recently the cancer stem cell (CSC) model has been put forward to describe how a subset of cells within the tumor is responsible for tumor growth and heterogeneity. Wilms' tumor (WT), the most common pediatric renal malignancy, arises from developmentally arrested early renal progenitors. WT NCAM1+ALDH1+ CSCs have been recently isolated and shown to localize to tumor blastema. Herein by generating 'blastema'-only WT xenografts composed solely by cells expressing the SIX2 and NCAM1 embryonic renal stem cell markers, we surprisingly show that sorted ALDH1+ WT CSCs are phenotypically not the earliest renal stem cells. Rather, gene expression and proteomic comparative analysis disclose a more differentiated self-renewing epithelial cell type than bulk of the blastema. Thus, WT CSCs do not represent the transformed counterpart of the most primitive renal stem cell being more differentiated than the presumable WT cell of origin and are likely to de-differentiate to propagate the tumor blastema. We used Wilms tumor Xns, as well as, fetal renal tissue originally obtained from a patients or aborted fetus
2015-12-31 | E-GEOD-57269 | biostudies-arrayexpress
Project description:Wilms tumor (nephroblastoma) is a pediatric kidney tumor that arises from renal progenitor cells. Since the blastemal type is associated with adverse prognosis, we characterized such Wilms tumors by exome and transcriptome analysis. We detected novel, recurrent somatic mutations affecting the SIX1/2 – SALL1 pathway implicated in kidney development, the DROSHA/DGCR8 microprocessor genes as well as alterations in MYCN and TP53, the latter being strongly associated with dismal outcome. The DROSHA mutations impair the RNase III domains, while DGCR8 exhibits stereotypic E518K mutations in the RNA binding domain - both may skew miRNA representation. SIX1 and SIX2 mutations affect a single hotspot (Q177R) in the homeodomain indicative of a dominant effect. In larger cohorts, these mutations cluster in blastemal and chemotherapy-induced regressive tumors that likely derive from blastemal cells and these are characterized by generally higher SIX1/2 expression. These findings broaden the spectrum of human cancer genes and may open new avenues for stratification and therapeutic leads for Wilms tumors.
2015-02-18 | GSE53224 | GEO
Project description:Bulk RNA-seq data of pediatric Wilms tumors
| EGAS00001006531 | EGA
Project description:The regulation of final nephron number in the kidney is poorly understood. However, cessation of nephron formation occurs when the self-renewing nephron progenitor population commits to differentiation. Transcription factors within this progenitor population, such as SIX2, are assumed to control expression of genes promoting self-renewal such that homozygous Six2 deletion results in premature commitment and an early halt to kidney development. In contrast, Six2 heterozygotes were assumed to be unaffected. Using quantitative morphometry, we demonstrate here a paradoxical 18% increase in ureteric branching and final nephron number in Six2 heterozygotes, despite evidence for reduced levels of SIX2 protein and transcript. This is accompanied by a clear shift in nephron progenitor identity with a distinct subset of progenitor genes, including Cited1 and Meox1, downregulated, while others were unaffected. The net result was an increase in nephron progenitor proliferation, as assessed by elevated EDU labelling, an increase in MYC protein and transcriptional upregulation of MYC target genes. Reducing proliferation by introducing Six2 heterozygosity onto the Fgf20-/- background resulted in premature differentiation of the progenitor population. Overall, this data demonstrates a unique dose response of the nephron progenitors to the level of SIX2 protein in which the role of SIX2 in progenitor proliferation versus self-renewal is separable.
2017-12-31 | GSE103219 | GEO
Project description:Wilms tumor (WT) is the most common renal malignancy in children. So we aim to investigate the transcriptomic map of Wilms tumor.
2022-05-18 | GSE138869 | GEO
Project description:Recently the cancer stem cell (CSC) model has been put forward to describe how a subset of cells within the tumor is responsible for tumor growth and heterogeneity. Wilms' tumor (WT), the most common pediatric renal malignancy, arises from developmentally arrested early renal progenitors. WT NCAM1+ALDH1+ CSCs have been recently isolated and shown to localize to tumor blastema. Herein by generating 'blastema'-only WT xenografts composed solely by cells expressing the SIX2 and NCAM1 embryonic renal stem cell markers, we surprisingly show that sorted ALDH1+ WT CSCs are phenotypically not the earliest renal stem cells. Rather, gene expression and proteomic comparative analysis disclose a more differentiated self-renewing epithelial cell type than bulk of the blastema. Thus, WT CSCs do not represent the transformed counterpart of the most primitive renal stem cell being more differentiated than the presumable WT cell of origin and are likely to de-differentiate to propagate the tumor blastema.
2015-12-31 | GSE57269 | GEO
Project description:Single cell transcriptomics of fetal kidney and Wilms tumor nephrogenic progenitors
| PRJNA733213 | ENA