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Published on: September 1, 2019
Transcriptional regulatory network analysis identifies GRN as a key regulator bridging chemotherapy and immunotherapy
Seungyeul Yoo1, Ayushi S Patel2,3, Sarah Karam2,3
1GeneDx, 333 Ludlow Street, North Tower, 6th Floor, Stamford, CT, 06902, USA.
Abstract:
Small cell lung cancer (SCLC) is an aggressive and heterogeneous subtype, representing 15% of lung cancer cases. Although SCLC initially responds to etoposide and platinum (EP) chemotherapy, nearly all patients relapse with resistant tumors. While recent advances in immunotherapy have shown promise, only 10-20% of patients benefit, and effective stratification methods are lacking. The mechanisms of resistance to both therapeutics remain obscure. In this study, we aimed to gain insights into those leveraging a recent surge in the field of SCLC genomics. We constructed a regulatory network for SCLC and identified granulin precursor (GRN) as a hub of EP response associated genes. GRN-low patients showed improved survival with chemotherapy, while GRN-high patients exhibited resistance. GRN overexpression in SCLC cells conferred resistance to EP treatment and suppressed neuroendocrine features. GRN and its associated genes were linked to cancer cell intrinsic immunogenicity, and single-cell RNA-seq data revealed that GRN expression is particularly high in subsets of tumor-associated macrophages. In concordance with these findings, GRN-low tumors showed significantly better survival with chemo-immunotherapy, while GRN-high tumors did not benefit from additional immunotherapy. GRN-high tumors, associated with non-neuroendocrine (non-NE) subtypes, had a higher level of macrophage infiltration, potentially contributing to immunotherapy resistance. These results highlight GRN as a critical regulator of chemo-resistance and a potential biomarker for immunotherapy resistance in SCLC. Targeted therapeutic strategies for GRN-low patients could improve outcomes, while new approaches are needed for GRN-high patients. Overall, our findings implicate GRN as a bridge between chemotherapy and immunotherapy resistance through GRN-mediated mechanisms.
Insights
Granulin precursor (GRN) is identified as a key regulator in small cell lung cancer (SCLC). GRN-low patients benefit from chemotherapy and chemo-immunotherapy, while GRN-high patients show resistance, indicating GRN
Area of Science:
- Oncology
- Genomics
- Immunotherapy
Background:
- Small cell lung cancer (SCLC) is an aggressive subtype with initial response to etoposide and platinum (EP) chemotherapy, but resistance develops rapidly.
- Current immunotherapies benefit only a subset of SCLC patients, with limited stratification methods and unclear resistance mechanisms.
- Understanding SCLC genomics is crucial for identifying therapeutic targets and resistance biomarkers.
Discussion:
- Granulin precursor (GRN) emerged as a regulatory hub associated with EP response in SCLC.
- GRN expression levels correlate with treatment outcomes: GRN-low patients show improved survival with chemotherapy, while GRN-high patients exhibit resistance.
- GRN's role extends to immunotherapy, with GRN-low tumors responding to chemo-immunotherapy, unlike GRN-high tumors.
Key Insights:
- GRN overexpression confers EP resistance and suppresses neuroendocrine features in SCLC cells.
- GRN and associated genes influence cancer cell immunogenicity, with high GRN expression in tumor-associated macrophages.
- GRN acts as a potential biomarker for both chemo-resistance and immunotherapy resistance in SCLC.
Outlook:
- Targeted therapies for GRN-low SCLC patients could enhance treatment efficacy.
- New therapeutic strategies are required for GRN-high SCLC patients, who do not benefit from current chemo-immunotherapy.
- GRN's role as a mediator between chemotherapy and immunotherapy resistance warrants further investigation for novel treatment approaches.
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