Elsevier

Life Sciences

Volume 282, 1 October 2021, 119848
Life Sciences

Pan-cancer analysis reveals that neurotrophin signaling correlates positively with anti-tumor immunity, clinical outcomes, and response to targeted therapies and immunotherapies in cancer

https://doi.org/10.1016/j.lfs.2021.119848Get rights and content

Abstract

Aims

The crosstalk between cancer cells and nerves plays an important role in tumor biology. However, the correlation between the neurotrophin signaling (NS) and anti-tumor immunity and immunotherapy response in cancer remains unexplored.

Materials and methods

We analyzed associations of NS with anti-tumor immune signatures, tumor immunity-related molecular and genomic features, and clinical features in 33 TCGA cancer types. We also explored the association between NS and the response to immune checkpoint inhibitors (ICIs) in four cancer cohorts.

Key findings

NS scores had significant positive correlations with the enrichment scores of anti-tumor immune signatures, including CD8+ T cells, interferon response, natural killer cells, Toll-like receptor and NOD-like receptor signaling pathways in most cancer types. NS scores were inversely correlated with the scores of DNA damage repair pathways, tumor mutation burden, copy number alterations, intra-tumor heterogeneity, and tumor stemness in diverse cancers. In contrast, NS scores were significantly and positively correlated with the apoptosis pathway's scores in 32 of the 33 cancer types. NS scores were significantly lower in early-stage versus late-stage and in primary versus metastatic tumors in diverse cancers. Higher NS scores were correlated with better survival in pan-cancer and in eight individual cancer types. Moreover, the response rate to ICIs was higher in higher-NS-score than in lower-NS-score tumors in four cancer cohorts. Elevated NS was correlated with increased drug sensitivity for numerous anti-tumor targeted drugs.

Significance

NS is a positive biomarker for anti-tumor immune response, prognosis, and the response to targeted and immunotherapeutic drugs in cancer.

Section snippets

Background

Recently, immunotherapy has achieved success in treating various cancers [1], [2]. Particularly, immune checkpoint inhibitors (ICIs) targeting PD-1 (programmed cell death protein 1) and its ligand PD-L1 (programmed cell death 1 ligand) have been used for treating diverse cancers [1]. However, only a subset of cancer patients is responsive to ICIs [3]. To improve the effect of ICIs, certain molecular determinants of response to ICIs have been identified, including tumor mutation burden (TMB) [4]

Datasets

We downloaded RNA-Seq gene expression profiles (RSEM normalized), somatic mutations, somatic CNAs, and clinical data for 33 TCGA cancer types from the genomic data commons data portal (https://portal.gdc.cancer.gov/). The 33 cancer types included adrenocortical carcinoma (ACC), bladder urothelial carcinoma (BLCA), breast invasive carcinoma (BRCA), cervical squamous-cell carcinoma (CESC), cholangiocarcinoma (CHOL), colon adenocarcinoma (COAD), lymphoid neoplasm diffuse large B-cell lymphoma

Association between NS and immune signatures in cancer

Strikingly, in 27 of the 33 cancer types, NS scores had a significant positive correlation with CD8+ T cell scores (Spearman correlation, P < 0.05) (Fig. 1A). Interestingly, the five cancer types in which NS scores showed the strongest positive correlations with CD8+ T cell scores were all digestive cancers, including PAAD (ρ = 0.68), CHOL (ρ = 0.64), COAD (ρ = 0.59), STAD (ρ = 0.55), and READ (ρ = 0.52). Only in THYM, NS scores had a significant negative correlation with CD8+ T cell scores (P

Discussion

For the first time, we analyzed associations of NS with anti-tumor immune signatures, tumor immunity-related molecular and genomic features, and clinical features in a wide variety of cancers (Supplementary Table S4). We revealed a significant positive association between NS and anti-tumor immune response in diverse cancers. In particular, in several digestive cancers, including pancreatic, gastric, colorectal, and bile duct cancers, NS and anti-tumor immune signatures showed the strongest

Conclusions

Our findings suggest that NS is a positive biomarker for anti-tumor immunity, response to immunotherapies and targeted therapies, and favorable clinical outcomes in diverse cancers.

The following are the supplementary data related to this article.

Ethics approval and consent to participate

Ethical approval was waived since we used only publicly available data and materials in this study.

Consent for publication

Not applicable.

Availability of data and material

All data associated with this study are available within the paper and its supplementary data files.

Funding

This work was supported by the China Pharmaceutical University (grant number 3150120001 to XW).

CRediT authorship contribution statement

QF performed data analyses and helped prepare for the manuscript. DS performed data analyses and helped prepare for the manuscript. XW conceived of the research, designed the methods, and wrote the manuscript. All authors read and approved the final manuscript.

Declaration of competing interest

The authors declare that they have no competing interests.

Acknowledgments

Not applicable.

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