Pan-Cancer Analysis Reveals a Distinct Neutrophil Extracellular Trap-Associated Regulatory Pattern
Open Access
- 31 March 2022
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Immunology
- Vol. 13, 798022
Abstract
Background: Neutrophils form extracellular net-like structures called neutrophil extracellular traps (NETs). Emerging evidence has shown that cancer can induce NET formation; however, it is not fully understood how NETs influence cancer biology, and no consensus has been reached on their pro- or antitumor effects. A comprehensive analysis of the global NET-associated gene regulatory network is currently unavailable and is urgently needed. Methods: We systematically explored and discussed NET enrichment, NET-associated gene regulatory patterns, and the prognostic implications of NETs in approximately 8,000 patients across 22 major human cancer types. We identified NET-associated regulatory gene sets that we then screened for NET-associated regulatory patterns that might affect patient survival. We functionally annotated the NET-associated regulatory patterns to compare the biological differences between NET-related survival subgroups. Results: A gene set variation analysis (GSVA) based on 23 major component genes was used to calculate a metric called the NET score. We found that the NET score was closely associated with many important cancer hallmarks, particularly inflammatory responses and epithelial-to-mesenchymal transition (EMT)-induced metastasis. Higher NET scores were related to poor immunotherapy response. Survival analysis revealed that NETs had diverse prognostic impacts among various cancer types. The NET-associated regulatory patterns linked to shorter or longer cancer patient survival were distinct from each other. Functional analysis revealed that more of the NET-associated regulatory genes linked to poor cancer survival were associated with extracellular matrix (ECM) remodeling and pan-cancerous risk factors. SPP1 was found to be highly expressed and correlated with NET formation in cancers with poor survival. We also found that the co-upregulation of NET formation and SPP1 expression was closely linked to increased EMT and poor survival, that SPP1 influenced NET-induced malignant capacity, and that SPP1 overproduction induced a robust formation of metastatic-promoting NETs. Conclusion: NETs were common across cancers but displayed a diverse regulatory pattern and outcome readouts in different cancer types. SPP1 is potentially the key to NET-related poor outcomes.Keywords
This publication has 49 references indexed in Scilit:
- Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expressionGenome Biology, 2016
- Neutrophil Extracellular Traps Promote AngiogenesisArteriosclerosis, Thrombosis, and Vascular Biology, 2016
- Stimulatory versus suppressive effects of GM-CSF on tumor progression in multiple cancer typesExperimental & Molecular Medicine, 2016
- Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic MelanomaCell, 2016
- Neutrophil extracellular traps license macrophages for cytokine production in atherosclerosisScience, 2015
- Global Substrate Profiling of Proteases in Human Neutrophil Extracellular Traps Reveals Consensus Motif Predominantly Contributed by ElastasePLOS ONE, 2013
- Neutrophil recruitment and function in health and inflammationNature Reviews Immunology, 2013
- GSVA: gene set variation analysis for microarray and RNA-Seq dataBMC Bioinformatics, 2013
- Cancers predispose neutrophils to release extracellular DNA traps that contribute to cancer-associated thrombosisProceedings of the National Academy of Sciences, 2012
- Overexpression of CXCL5 mediates neutrophil infiltration and indicates poor prognosis for hepatocellular carcinomaHepatology, 2012