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Intratumoral plasma cells predict outcomes to PD-L1 blockade in non-small cell lung cancer

Inhibitors of the programmed cell death-1 (PD-1/PD-L1) signaling axis are approved to treat non-small cell lung cancer (NSCLC) patients, based on their significant overall survival (OS) benefit. Using transcriptomic analysis of 891 NSCLC tumors from patients treated with either the PD-L1 inhibitor atezolizumab or chemotherapy from two large randomized clinical trials, we found a significant B cell association with extended OS with PD-L1 blockade, independent of CD8+ T cell signals. We then derived gene signatures corresponding to the dominant B cell subsets present in NSCLC from single-cell RNA-seq data. Importantly, we found increased plasma cell signatures to be predictive of OS in patients treated with atezolizumab, but not chemotherapy. B cells were also associated with the presence of tertiary lymphoid structures and organized lymphoid aggregates. Our results suggest an important contribution of B and plasma cells to PD-L1 blockade efficacy in NSCLC.

Click on a Dataset ID in the table below to learn more, and to find out who to contact about access to these data

Dataset ID Description Technology Samples
EGAD00001007703 unspecified 891
EGAD00001008390 -
EGAD00001008391 -
EGAD00001008548 891
EGAD00001008549 -
EGAD00001008550 699
EGAD00001008628 -
EGAD00001008629 -
EGAD00001008630 -
EGAD00001008631 -
Publications Citations
The ectonucleotidase CD39 identifies tumor-reactive CD8<sup>+</sup> T cells predictive of immune checkpoint blockade efficacy in human lung cancer.
Immunity 56: 2023 93-106.e6
32
Machine learning-based risk model incorporating tumor immune and stromal contexture predicts cancer prognosis and immunotherapy efficacy.
iScience 26: 2023 107058
1
Deciphering transcriptomic determinants of the divergent link between PD-L1 and immunotherapy efficacy.
NPJ Precis Oncol 7: 2023 87
0
Upregulation of Indoleamine 2,3-Dioxygenase 1 in Tumor Cells and Tertiary Lymphoid Structures is a Hallmark of Inflamed Non-Small Cell Lung Cancer.
Clin Cancer Res 29: 2023 4883-4893
3
TROP2 Is Associated with Primary Resistance to Immune Checkpoint Inhibition in Patients with Advanced Non-Small Cell Lung Cancer.
Clin Cancer Res 30: 2024 779-785
3
Interferon-stimulated neutrophils as a predictor of immunotherapy response.
Cancer Cell 42: 2024 253-265.e12
22
Redox<sup>high</sup> phenotype mediated by KEAP1/STK11/SMARCA4/NRF2 mutations diminishes tissue-resident memory CD8+ T cells and attenuates the efficacy of immunotherapy in lung adenocarcinoma.
Oncoimmunology 13: 2024 2340154
1
Integrating knowledge graphs into machine learning models for survival prediction and biomarker discovery in patients with non-small-cell lung cancer.
J Transl Med 22: 2024 726
0
Dissecting transcriptome signals of anti-PD-1 response in lung adenocarcinoma.
Sci Rep 14: 2024 21096
0
Systemic longitudinal immune profiling identifies proliferating Treg cells as predictors of immunotherapy benefit: biomarker analysis from the phase 3 CONTINUUM and DIPPER trials.
Signal Transduct Target Ther 9: 2024 285
0
Tumor microenvironment assessment-based signatures for predicting response to immunotherapy in non-small cell lung cancer.
iScience 27: 2024 111340
0