Cargando…
Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics
Introduction: Non-small cell lung cancer (NSCLC) exhibits heterogeneity with diverse immune cell infiltration patterns that can influence tumor cell behavior and immunotherapy. A comprehensive characterization of the tumor microenvironment can guide precision medicine. Methods: Here, we generated a...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690610/ https://www.ncbi.nlm.nih.gov/pubmed/38044943 http://dx.doi.org/10.3389/fphar.2023.1295442 |
_version_ | 1785152558132625408 |
---|---|
author | Wu, Lei Xia, Wenying Hua, Yiting Fan, Kun Lu, Yanfei Wang, Min Jin, Yuexinzi Zhang, Wei Pan, Shiyang |
author_facet | Wu, Lei Xia, Wenying Hua, Yiting Fan, Kun Lu, Yanfei Wang, Min Jin, Yuexinzi Zhang, Wei Pan, Shiyang |
author_sort | Wu, Lei |
collection | PubMed |
description | Introduction: Non-small cell lung cancer (NSCLC) exhibits heterogeneity with diverse immune cell infiltration patterns that can influence tumor cell behavior and immunotherapy. A comprehensive characterization of the tumor microenvironment can guide precision medicine. Methods: Here, we generated a single-cell atlas of 398170 cells from 52 NSCLC patients, and investigated the imprinted genes and cellular crosstalk for macrophages. Subsequently, we evaluated the effect of tumor cells on macrophages and verified the expression of marker genes using co-culture experiments, flow cytometry and RT-qPCR assays. Results: Remarkable macrophage adaptability to NSCLC environment was observed, which contributed to generating tumor-associated macrophages (TAMs). We identified 5 distinct functional TAM subtypes, of which the majority were SELENOP-positive macrophages, with high levels of SLC40A1 and CCL13. The TAMs were also involved in mediating CD8(+) T cell activity and form intercellular interaction with cancer cells, as indicated by receptor-ligand binding. Indirect coculture of tumor cells SPC-A1 and THP-1 monocytes, produced M2-like TAMs that highly expressed several markers of SELENOP-positive macrophages. The abundance of this type TAMs seemed to be associated with poorer overall survival rates [hazard ratio (HR) = 1.34, 95% confidence interval (CI) = 0.98-1.83, p = 0.068] based on deconvolution of TCGA-LUAD dataset. Discussion: In summary, we provided a high-resolution molecular resource of TAMs, and displayed the acquired properties in the tumor microenvironment. Dynamic crosstalk between TAMs and tumor cells via multiple ligand-receptor pairs were revealed, emphasizing its role in sustaining the pro-tumoral microenvironment and its implications for cancer therapy. |
format | Online Article Text |
id | pubmed-10690610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106906102023-12-02 Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics Wu, Lei Xia, Wenying Hua, Yiting Fan, Kun Lu, Yanfei Wang, Min Jin, Yuexinzi Zhang, Wei Pan, Shiyang Front Pharmacol Pharmacology Introduction: Non-small cell lung cancer (NSCLC) exhibits heterogeneity with diverse immune cell infiltration patterns that can influence tumor cell behavior and immunotherapy. A comprehensive characterization of the tumor microenvironment can guide precision medicine. Methods: Here, we generated a single-cell atlas of 398170 cells from 52 NSCLC patients, and investigated the imprinted genes and cellular crosstalk for macrophages. Subsequently, we evaluated the effect of tumor cells on macrophages and verified the expression of marker genes using co-culture experiments, flow cytometry and RT-qPCR assays. Results: Remarkable macrophage adaptability to NSCLC environment was observed, which contributed to generating tumor-associated macrophages (TAMs). We identified 5 distinct functional TAM subtypes, of which the majority were SELENOP-positive macrophages, with high levels of SLC40A1 and CCL13. The TAMs were also involved in mediating CD8(+) T cell activity and form intercellular interaction with cancer cells, as indicated by receptor-ligand binding. Indirect coculture of tumor cells SPC-A1 and THP-1 monocytes, produced M2-like TAMs that highly expressed several markers of SELENOP-positive macrophages. The abundance of this type TAMs seemed to be associated with poorer overall survival rates [hazard ratio (HR) = 1.34, 95% confidence interval (CI) = 0.98-1.83, p = 0.068] based on deconvolution of TCGA-LUAD dataset. Discussion: In summary, we provided a high-resolution molecular resource of TAMs, and displayed the acquired properties in the tumor microenvironment. Dynamic crosstalk between TAMs and tumor cells via multiple ligand-receptor pairs were revealed, emphasizing its role in sustaining the pro-tumoral microenvironment and its implications for cancer therapy. Frontiers Media S.A. 2023-11-15 /pmc/articles/PMC10690610/ /pubmed/38044943 http://dx.doi.org/10.3389/fphar.2023.1295442 Text en Copyright © 2023 Wu, Xia, Hua, Fan, Lu, Wang, Jin, Zhang and Pan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Wu, Lei Xia, Wenying Hua, Yiting Fan, Kun Lu, Yanfei Wang, Min Jin, Yuexinzi Zhang, Wei Pan, Shiyang Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title | Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title_full | Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title_fullStr | Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title_full_unstemmed | Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title_short | Cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
title_sort | cellular crosstalk of macrophages and therapeutic implications in non-small cell lung cancer revealed by integrative inference of single-cell transcriptomics |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690610/ https://www.ncbi.nlm.nih.gov/pubmed/38044943 http://dx.doi.org/10.3389/fphar.2023.1295442 |
work_keys_str_mv | AT wulei cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT xiawenying cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT huayiting cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT fankun cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT luyanfei cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT wangmin cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT jinyuexinzi cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT zhangwei cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics AT panshiyang cellularcrosstalkofmacrophagesandtherapeuticimplicationsinnonsmallcelllungcancerrevealedbyintegrativeinferenceofsinglecelltranscriptomics |