Comparative single-cell RNA sequencing (scRNA-seq) reveals liver metastasis-specific targets in a patient with small intestinal neuroendocrine cancer.

Manisha Rao, Ki Oh, Richard Moffitt, Patricia Thompson, Jinyu Li, Jingxuan Liu, Aaron Sasson, George Georgakis, Joseph Kim, Minsig Choi, Scott Powers
Author Information
  1. Manisha Rao: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.
  2. Ki Oh: Department of Medicine, Stony Brook University, Stony Brook, New York 11794, USA.
  3. Richard Moffitt: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.
  4. Patricia Thompson: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.
  5. Jinyu Li: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.
  6. Jingxuan Liu: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.
  7. Aaron Sasson: Department of Medicine, Stony Brook University, Stony Brook, New York 11794, USA.
  8. George Georgakis: Department of Medicine, Stony Brook University, Stony Brook, New York 11794, USA.
  9. Joseph Kim: Department of Medicine, Stony Brook University, Stony Brook, New York 11794, USA.
  10. Minsig Choi: Department of Medicine, Stony Brook University, Stony Brook, New York 11794, USA.
  11. Scott Powers: Department of Pathology, Stony Brook University, Stony Brook, New York 11794, USA.

Abstract

Genomic analysis of a patient's tumor is the cornerstone of precision oncology, but it does not address whether metastases should be treated differently. Here we tested whether comparative single-cell RNA sequencing (scRNA-seq) of a primary small intestinal neuroendocrine tumor to a matched liver metastasis could guide the treatment of a patient's metastatic disease. Following surgery, the patient was put on maintenance treatment with a somatostatin analog. However, the scRNA-seq analysis revealed that the neuroendocrine epithelial cells in the liver metastasis were less differentiated and expressed relatively little , the predominant somatostatin receptor. There were also differences in the tumor microenvironments. RNA expression of vascular endothelial growth factors was higher in the primary tumor cells, reflected by an increased number of endothelial cells. Interestingly, vascular expression of the major VEGF receptors was considerably higher in the liver metastasis, indicating that the metastatic vasculature may be primed for expansion and susceptible to treatment with angiogenesis inhibitors. The patient eventually progressed on Sandostatin, and although consideration was given to adding an angiogenesis inhibitor to her regimen, her disease progression involved non-liver metastases that had not been characterized. Although in this specific case comparative scRNA-seq did not alter treatment, its potential to help guide therapy of metastatic disease was clearly demonstrated.

Keywords

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Grants

  1. R01 CA217206/NCI NIH HHS
  2. T32 GM008444/NIGMS NIH HHS

MeSH Term

Biomarkers, Tumor
Biopsy
Combined Modality Therapy
Female
Gene Expression Profiling
Genomics
Humans
Immunohistochemistry
Intestinal Neoplasms
Liver Neoplasms
Middle Aged
Neoplasm Staging
Neuroendocrine Tumors
Pancreatic Neoplasms
Precision Medicine
Sequence Analysis, RNA
Single-Cell Analysis
Stomach Neoplasms
Tomography, X-Ray Computed
Treatment Outcome

Chemicals

Biomarkers, Tumor