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GEO help: Mouse over screen elements for information. |
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| Status |
Public on Jun 09, 2021 |
| Title |
Single-cell RNAseq and longitudinal proteomic analysis of a novel semi-spontaneous urothelial cancer model reveals tumor cell heterogeneity and pretumoral urine protein alterations |
| Organism |
Mus musculus |
| Experiment type |
Expression profiling by high throughput sequencing
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| Summary |
Bladder cancer, one of the most prevalent malignancies worldwide, remains hard to classify due to a staggering molecular complexity. Despite a plethora of diagnostic tools and therapies, it is hard to outline the key steps leading up to the transition from high-risk non–muscle-invasive bladder cancer (NMIBC) to muscle-invasive bladder cancer (MIBC). Carcinogen-induced murine models can recapitulate urothelial carcinogenesis and natural anti-tumor immunity. Herein, we have developed and profiled a novel model of progressive NMIBC based on 10 weeks of OH-BBN exposure in hepatocyte growth factor/cyclin dependent kinase 4 (R24C) (Hgf-Cdk4R24C) mice. The profiling of the model was performed by histology grading, single cell transcriptomic and proteomic analysis, while the derivation of a tumorigenic cell line was validated and used to assess in vivo anti-tumor effects in response to immunotherapy. Established NMIBC was present in females at 10 weeks post OH-BBN exposure while neoplasia was not as advanced in male mice, however all mice progressed to MIBC. Single cell RNA sequencing analysis revealed an intratumoral heterogeneity also described in the human disease trajectory. Moreover, although immune activation biomarkers were elevated in urine during carcinogen exposure, anti-programmed cell death protein 1 (anti-PD1) monotherapy did not prevent tumor progression. Furthermore, anti-PD1 immunotherapy did not control the growth of subcutaneous tumors formed by the newly derived urothelial cancer cell line. However, treatment with CpG-oligodeoxynucleotides (ODN) significantly decreased tumor volume, but only in females. In conclusion, the molecular map of this novel preclinical model of bladder cancer provides an opportunity to further investigate pharmacological therapies ahead with regards to both targeted drugs and immunotherapies to improve the strategies of how we should tackle the heterogeneous tumor microenvironment in urothelial bladder cancer to improve responses rates in the clinic.
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| Overall design |
Single cell analysis was performed for whole mouse bladders after a) 10 weeks of OH-BBN exposure and after b) progression to MIBC, as well as of c) healthy Hgf-Cdk4R24C bladders, d) orthotopic MB49 tumor bearing (C57BL/6) bladders and e) healthy C57BL/6 bladders. On the 10-week endpoint Hgf-Cdk4R24C tumors required pooling of samples due to low cell numbers per bladder (one pool of n= 4 females and one of n= 5 males). For the MIBC endpoint, one whole tumor bearing bladder per male and female were analyzed. Healthy Hgf-Cdk4R24C bladders were pooled together (n= 4 males and n= 4 females). A pool of day 5 orthotopic MB49 tumors (pool of n= 5) and a pool of 5 healthy C57BL/6 bladders as control were also analyzed.
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| Contributor(s) |
Elgendy R, Kerzeli IK |
| Citation(s) |
34232958, 37391708 |
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| Submission date |
May 10, 2021 |
| Last update date |
Sep 11, 2023 |
| Contact name |
Iliana Kyriaki Kerzeli |
| E-mail(s) |
iliana.kerzeli@farmbio.uu.se
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| Organization name |
Uppsala University
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| Street address |
Husargatan 3
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| City |
Uppsala |
| State/province |
Uppsala |
| ZIP/Postal code |
SE-751 05 |
| Country |
Sweden |
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| Platforms (1) |
| GPL24247 |
Illumina NovaSeq 6000 (Mus musculus) |
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| Samples (7)
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| GSM5288668 |
Sample-3: Whole bladder cells male NMIBC Hgf-Cdk4R24C |
| GSM5288669 |
Sample-4: Whole bladder cells female NMIBC Hgf-Cdk4R24C |
| GSM5288670 |
Sample-5: Whole bladder cells male MIBC Hgf-Cdk4R24C |
| GSM5288671 |
Sample-6: Whole bladder cells female MIBC Hgf-Cdk4R24C |
| GSM5288672 |
Sample-7: Whole bladder cells C57Bl/6 healthy |
| GSM5288673 |
Sample-8: Whole bladder cells C57Bl/6 with MB49 tumor |
| GSM5288674 |
Sample-11: Whole bladder cells healthy Hgf-Cdk4R24C |
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| Relations |
| BioProject |
PRJNA728690 |
| SRA |
SRP319200 |
| Supplementary file |
Size |
Download |
File type/resource |
| GSE174182_RAW.tar |
347.6 Mb |
(http)(custom) |
TAR (of MTX, TSV) |
SRA Run Selector |
| Raw data are available in SRA |
| Processed data provided as supplementary file |
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