Dissecting the immune suppressive human prostate tumor microenvironment via integrated single-cell and spatial transcriptomic analyses.
Taghreed HirzShenglin MeiHirak SarkarYoumna KfouryShulin WuBronte M VerhoevenAlexander O SubtelnyDimitar V ZlatevMatthew W WszolekKeyan SalariEvan MurrayFei ChenEvan Z MacoskoChin-Lee WuDavid T ScaddenDouglas M DahlNinib BaryawnoPhilip J SaylorPeter V KharchenkoDavid Brian SykesPublished in: Nature communications (2023)
The treatment of low-risk primary prostate cancer entails active surveillance only, while high-risk disease requires multimodal treatment including surgery, radiation therapy, and hormonal therapy. Recurrence and development of metastatic disease remains a clinical problem, without a clear understanding of what drives immune escape and tumor progression. Here, we comprehensively describe the tumor microenvironment of localized prostate cancer in comparison with adjacent normal samples and healthy controls. Single-cell RNA sequencing and high-resolution spatial transcriptomic analyses reveal tumor context dependent changes in gene expression. Our data indicate that an immune suppressive tumor microenvironment associates with suppressive myeloid populations and exhausted T-cells, in addition to high stromal angiogenic activity. We infer cell-to-cell relationships from high throughput ligand-receptor interaction measurements within undissociated tissue sections. Our work thus provides a highly detailed and comprehensive resource of the prostate tumor microenvironment as well as tumor-stromal cell interactions.
Keyphrases
- single cell
- prostate cancer
- rna seq
- high throughput
- gene expression
- radiation therapy
- radical prostatectomy
- high resolution
- bone marrow
- endothelial cells
- stem cells
- squamous cell carcinoma
- dna methylation
- mass spectrometry
- machine learning
- metabolic syndrome
- benign prostatic hyperplasia
- type diabetes
- poor prognosis
- adipose tissue
- dendritic cells
- electronic health record
- pain management
- coronary artery bypass
- long non coding rna
- radiation induced
- immune response
- skeletal muscle