Learn More
Learn More
Learn More
Learn More
Learn More
Resources » Learning Center » Research Digest » Perturb-map, A New Technology Cracking Tumor Microenvironment Mystery
Researchers at the Icahn School of Medicine at Mount Sinai in New York have made a major breakthrough in identifying the extracellular functions of genes. They have developed a new spatial functional genomics technique called Perturb-map, which enables the discovery of genes that regulate extracellular functions on an unprecedented scale and with single-cell resolution. This novel technology, combining CRISPR pools, multiplex imaging, and spatial transcriptomics, effectively identifies genetic determinants of tumor tissue composition and immunity, which can help develop new cancer immunotherapies.
The type of immune cells recruited into the tumor microenvironment are important determinants of the efficacy of immunotherapy. The identification of genes that control the composition of the tumor microenvironment can help develop strategies enabling immune cells to better break through the tumor milieu and achieve therapeutic effects. However, existing CRISPR screens are more suitable for studying intracellular processes, such as genetic mechanisms of protein expression and drug resistance, but not to elucidate the extracellular function of genes.
To perform multiplex imaging, researchers stain tissues with antibodies that detect protein bar codes (Pro-Codes), a technology marking cells with different CRISPR gRNAs and enabling high-dimensional phenotyping for CRISPR screens. The researchers transduced cells with a Pro-Code library and intravenously injected them into Cas9 mice. The lungs of the mice were collected and analyzed 4 weeks later to determine how knocking out different genes affects cancer progression.
In a parallel mouse experiment, mouse lung samples were collected 7 days, 14 days, and 28 days after intravenous injection of transduced cells to examine the effect of Tgfbr2 knockout on tumor growth.
Suppressor of Cytokine Signaling 1(SOCS1) and Tgfbr2, the multifunctional Cytokine receptor of transforming growth factor β, showed the greatest influences on tumor growth.
Researchers found that SOCS1 loss accelerated lung tumor growth in mice. However, the paradox was that, rather than a decrease, T cell recruitment into the tumor increased significantly. Further exploration revealed that SOCS1 knockout led to increased PD-L1 on cancer cells, which incapacitated T cells. Therefore, even if the number of T cells entering the tumor increased, it did not stop cancer progression. When the researchers treated SOCS1 knockout tumors with drugs blocking PD-L1, the tumors shrank more than those in the control group. This finding suggests that combining PD1/PDL1 blockade with SOCS1 inhibition can lead to more effective immunotherapies.
Tgfbr2 knockout experiments showed that lung tumors were larger and more abundant than those of the control group 7 days after injection, and the tumor area expanded, doubling that from the control group within 28 days. In addition, the lung tumors of Tgfbr2 knockout mice were filled with fibrous mucinous stroma, which was not observed in the control group. These results suggest that the loss of Tgfbr2 on cancer cells turns the tumor microenvironment into a mucus-filled pool dotted with fibrocytes, which prevents T cell tumor infiltration and accelerates tumor growth.
Dhainaut, Maxime, et al. "Spatial CRISPR genomics identifies regulators of the tumor microenvironment."
Cell (2022).
Wroblewska, Aleksandra, et al. "Protein barcodes enable high-dimensional single-cell CRISPR screens."
Cell 175.4 (2018): 1141-1155.