Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes

Lymph-node metastasis is a prognosis factor for poor clinical outcome of breast cancer patients. Currently, how breast cancer cells establish pre-metastatic niche in the tumor-draining lymph nodes (TDLNs) is still unclear. To address this question, we isolated heterogeneous cells including immune an...

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Main Authors: Yen-Liang Li, Chung-Hsing Chen, Jing-Yi Chen, You-Syuan Lai, Shao-Chun Wang, Shih-Sheng Jiang, Wen-Chun Hung
Format: Article
Language:English
Published: Taylor & Francis Group 2020-01-01
Series:OncoImmunology
Subjects:
Online Access:http://dx.doi.org/10.1080/2162402X.2020.1830513
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spelling doaj-a883f58d92e74c40ad255a97acaaf2d12021-09-24T14:41:25ZengTaylor & Francis GroupOncoImmunology2162-402X2020-01-019110.1080/2162402X.2020.18305131830513Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodesYen-Liang Li0Chung-Hsing Chen1Jing-Yi Chen2You-Syuan Lai3Shao-Chun Wang4Shih-Sheng Jiang5Wen-Chun Hung6National Health Research InstitutesNational Health Research InstitutesCollege of Medicine, I-Shou UniversityNational Health Research InstitutesChina Medical UniversityNational Health Research InstitutesNational Health Research InstitutesLymph-node metastasis is a prognosis factor for poor clinical outcome of breast cancer patients. Currently, how breast cancer cells establish pre-metastatic niche in the tumor-draining lymph nodes (TDLNs) is still unclear. To address this question, we isolated heterogeneous cells including immune and stromal cells from naive lymph nodes (LNs) of the FVB/NJ mice and TDLNs of the MMTV-PyMT mice. Single-cell RNA sequencing was performed to investigate the transcriptome of the cells and various bioinformatics analyses were used to identify the altered pathways. Our results revealed several significant changes between naïve LNs and TDLNs. First, according to immunologic signature and pathway analysis, CD4+ and CD8 + T cells showed upregulated angiogenesis pathway genes and higher regulatory T (Treg)-associated genes while they demonstrated downregulation of interferon response and inflammatory response gene signatures, concurrently suggesting an immunosuppressive microenvironment in the TDLNs. Second, profiling of B cells showed down-regulation of marginal zone B lymphocytes in the TDLNs, which was validated by flow cytometric analysis. Third, we found the enhancement of oxidative phosphorylation pathway in the fibroblastic reticular cells (FRCs) of the MMTV-PyMT mice and the elevation of related genes including Prdx3, Ndufa4 and Uqcrb, suggesting massive ATP consumption and TCA cycle metabolism in the FRCs. Collectively, our results reveal the reprogramming of TDLNs during breast cancer progression at single-cell level in a spontaneous breast cancer model and suggest the changes in immune modulation and metabolic switch are key alterations in the preparation of pre-metastatic niche by breast cancer cells.http://dx.doi.org/10.1080/2162402X.2020.1830513single-cell rna sequencingtumor-draining lymph nodefibroblastic reticular cellsmmtv-pymt miceoxidative phosphorylation
collection DOAJ
language English
format Article
sources DOAJ
author Yen-Liang Li
Chung-Hsing Chen
Jing-Yi Chen
You-Syuan Lai
Shao-Chun Wang
Shih-Sheng Jiang
Wen-Chun Hung
spellingShingle Yen-Liang Li
Chung-Hsing Chen
Jing-Yi Chen
You-Syuan Lai
Shao-Chun Wang
Shih-Sheng Jiang
Wen-Chun Hung
Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
OncoImmunology
single-cell rna sequencing
tumor-draining lymph node
fibroblastic reticular cells
mmtv-pymt mice
oxidative phosphorylation
author_facet Yen-Liang Li
Chung-Hsing Chen
Jing-Yi Chen
You-Syuan Lai
Shao-Chun Wang
Shih-Sheng Jiang
Wen-Chun Hung
author_sort Yen-Liang Li
title Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
title_short Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
title_full Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
title_fullStr Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
title_full_unstemmed Single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
title_sort single-cell analysis reveals immune modulation and metabolic switch in tumor-draining lymph nodes
publisher Taylor & Francis Group
series OncoImmunology
issn 2162-402X
publishDate 2020-01-01
description Lymph-node metastasis is a prognosis factor for poor clinical outcome of breast cancer patients. Currently, how breast cancer cells establish pre-metastatic niche in the tumor-draining lymph nodes (TDLNs) is still unclear. To address this question, we isolated heterogeneous cells including immune and stromal cells from naive lymph nodes (LNs) of the FVB/NJ mice and TDLNs of the MMTV-PyMT mice. Single-cell RNA sequencing was performed to investigate the transcriptome of the cells and various bioinformatics analyses were used to identify the altered pathways. Our results revealed several significant changes between naïve LNs and TDLNs. First, according to immunologic signature and pathway analysis, CD4+ and CD8 + T cells showed upregulated angiogenesis pathway genes and higher regulatory T (Treg)-associated genes while they demonstrated downregulation of interferon response and inflammatory response gene signatures, concurrently suggesting an immunosuppressive microenvironment in the TDLNs. Second, profiling of B cells showed down-regulation of marginal zone B lymphocytes in the TDLNs, which was validated by flow cytometric analysis. Third, we found the enhancement of oxidative phosphorylation pathway in the fibroblastic reticular cells (FRCs) of the MMTV-PyMT mice and the elevation of related genes including Prdx3, Ndufa4 and Uqcrb, suggesting massive ATP consumption and TCA cycle metabolism in the FRCs. Collectively, our results reveal the reprogramming of TDLNs during breast cancer progression at single-cell level in a spontaneous breast cancer model and suggest the changes in immune modulation and metabolic switch are key alterations in the preparation of pre-metastatic niche by breast cancer cells.
topic single-cell rna sequencing
tumor-draining lymph node
fibroblastic reticular cells
mmtv-pymt mice
oxidative phosphorylation
url http://dx.doi.org/10.1080/2162402X.2020.1830513
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