Insights into the heterogeneity of the tumor microenvironment in lung adenocarcinoma and squamous carcinoma through single-cell transcriptomic analysis: Implications for distinct immunotherapy outcomes

被引:4
作者
Fang, Xinyun [1 ]
Li, Dianke [1 ]
Wan, Shiyue [1 ]
Hu, Junjie [1 ]
Zhang, Peng [1 ]
Jie, Dai [1 ]
Chen, Linsong [1 ,2 ]
Jiang, Gening [1 ,2 ]
Song, Nan [1 ,2 ]
机构
[1] Tongji Univ, Shanghai Pulm Hosp, Dept Thorac Surg, Shanghai, Peoples R China
[2] Tongji Univ, Shanghai Pulm Hosp, Sch Med, Dept Thorac Surg, 507 Zhengmin Rd, Shanghai 200433, Peoples R China
基金
中国国家自然科学基金;
关键词
immunotherapy; lung adenocarcinoma; lung squamous carcinoma; non-small cell lung cancer; single-cell RNA sequencing; tumor microenvironment; T-CELLS; CANCER; REVEALS; CHEMORESISTANCE; ACTIVATION; EXPRESSION; RESPONSES; PROTEIN; ROLES; ATLAS;
D O I
10.1002/jgm.3694
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundImmune checkpoint blockade has emerged as a key strategy to the therapy landscape of non-small cell lung cancer (NSCLC). However, notable differences in immunotherapeutic outcomes exist between the two primary NSCLC subtypes: lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). This disparity may stem from the tumor immune microenvironment's heterogeneity at the transcriptome level.MethodsBy integrative analysis of transcriptomic characterization of 38 NSCLC patients by single-cell RNA sequencing, the present study revealed a distinct tumor microenvironment (TME) between LUAD and LUSC, with relevant results further confirmed in bulk transcriptomic and multiplex immunofluorescence (mIF) validation cohort of neoadjuvant immunotherapy patients.ResultsLUAD exhibited a more active immune microenvironment compared to LUSC. This included highly expression of HLA I/II in cancer cells, reinforced antigen presentation potential of dendritic cells and enhanced cytotoxic activity observed in T/NK cells. In LUSC, cancer cells highly expressed genes belonging to the aldo-keto reductases, glutathione S-transferases and aldehyde dehydrogenase family, negatively correlating with immunotherapy outcomes in the validation cohort of our center. Further analysis revealed elevated infiltrated cancer-associated fibroblasts (CAFs) in LUSC, which was corroborated in The Cancer Genome Atlas cohort. Corresponding increased infiltration of ADH1B+ CAFs in major pathologic response (MPR) patients and the higher presence of FAP+ CAFs in non-MPR patients were demonstrated by multiplex mIF. Moreover, upregulating immunosuppressive extracellular matrix remodeling was identified in LUSC.ConclusionsThese comprehensive analyses advance the understanding of the differences in TME between LUAD and LUSC, offering insights for patient selection and developing subtype-specific treatment strategies. The present study explores the underlying reasons for the differing outcomes of immunotherapy in lung adenocarcinoma (LUAD) and lung squamous carcinoma (LUSC), by comparing their immune microenvironments at the single-cell level. The present study reports two key findings: higher immune activity in LUAD and enhanced extracellular matrix remodeling in LUSC. image
引用
收藏
页数:24
相关论文
共 95 条
[1]   A CXCL1 Paracrine Network Links Cancer Chemoresistance and Metastasis [J].
Acharyya, Swarnali ;
Oskarsson, Thordur ;
Vanharanta, Sakari ;
Malladi, Srinivas ;
Kim, Juliet ;
Morris, Patrick G. ;
Manova-Todorova, Katia ;
Leversha, Margaret ;
Hogg, Nancy ;
Seshan, Venkatraman E. ;
Norton, Larry ;
Brogi, Edi ;
Massague, Joan .
CELL, 2012, 150 (01) :165-178
[2]   Diverse roles of fatty acid binding proteins (FABPs) in development and pathogenesis of cancers [J].
Amiri, Mina ;
Yousefnia, Saghar ;
Forootand, Farzad Seyed ;
Peymani, Maryam ;
Ghaedi, Kamran ;
Esfahani, Mohammad Hossein Nasr .
GENE, 2018, 676 :171-183
[3]   Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage [J].
Aran, Dvir ;
Looney, Agnieszka P. ;
Liu, Leqian ;
Wu, Esther ;
Fong, Valerie ;
Hsu, Austin ;
Chak, Suzanna ;
Naikawadi, Ram P. ;
Wolters, Paul J. ;
Abate, Adam R. ;
Butte, Atul J. ;
Bhattacharya, Mallar .
NATURE IMMUNOLOGY, 2019, 20 (02) :163-+
[4]   CD22-MEDIATED STIMULATION OF T-CELLS REGULATES T-CELL RECEPTOR CD3-INDUCED SIGNALING [J].
ARUFFO, A ;
KANNER, SB ;
SGROI, D ;
LEDBETTER, JA ;
STAMENKOVIC, I .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (21) :10242-10246
[5]  
Atala A., 2022, J Urol, V208, P926
[6]   Biological Consequences of MHC-II Expression by Tumor Cells in Cancer [J].
Axelrod, Margaret L. ;
Cook, Rebecca S. ;
Johnson, Douglas B. ;
Balko, Justin M. .
CLINICAL CANCER RESEARCH, 2019, 25 (08) :2392-2402
[7]   Autoreactive napsin A-specific T cells are enriched in lung tumors and inflammatory lung lesions during immune checkpoint blockade [J].
Berner, Fiamma ;
Bomze, David ;
Lichtensteiger, Christa ;
Walter, Vincent ;
Niederer, Rebekka ;
Ali, Omar Hasan ;
Wyss, Nina ;
Bauer, Jens ;
Freudenmann, Lena Katharina ;
Marcu, Ana ;
Wolfschmitt, Eva-Maria ;
Haen, Sebastian ;
Gross, Thorben ;
Abdou, Marie-Therese ;
Diem, Stefan ;
Knopefli, Stella ;
Sinnberg, Tobias ;
Hofmeister, Kathrin ;
Cheng, Hung-Wei ;
Toma, Marieta ;
Kluemper, Niklas ;
Purde, Mette-Triin ;
Pop, Oltin Tiberiu ;
Jochum, Ann-Kristin ;
Pascolo, Steve ;
Joerger, Markus ;
Frueh, Martin ;
Jochum, Wolfram ;
Rammensee, Hans-Georg ;
Laeubli, Heinz ;
Hoelzel, Michael ;
Neefjes, Jacques ;
Walz, Juliane ;
Flatz, Lukas .
SCIENCE IMMUNOLOGY, 2022, 7 (75)
[8]   Cancer SLC43A2 alters T cell methionine metabolism and histone methylation [J].
Bian, Yingjie ;
Li, Wei ;
Kremer, Daniel M. ;
Sajjakulnukit, Peter ;
Li, Shasha ;
Crespo, Joel ;
Nwosu, Zeribe C. ;
Zhang, Li ;
Czerwonka, Arkadiusz ;
Pawlowska, Anna ;
Xia, Houjun ;
Li, Jing ;
Liao, Peng ;
Yu, Jiali ;
Vatan, Linda ;
Szeliga, Wojciech ;
Wei, Shuang ;
Grove, Sara ;
Liu, J. Rebecca ;
McLean, Karen ;
Cieslik, Marcin ;
Chinnaiyan, Arul M. ;
Zgodzinski, Witold ;
Wallner, Grzegorz ;
Wertel, Iwona ;
Okla, Karolina ;
Kryczek, Ilona ;
Lyssiotis, Costas A. ;
Zou, Weiping .
NATURE, 2020, 585 (7824) :277-+
[9]   IgA transcytosis and antigen recognition govern ovarian cancer immunity [J].
Biswas, Subir ;
Mandal, Gunjan ;
Payne, Kyle K. ;
Anadon, Carmen M. ;
Gatenbee, Chandler D. ;
Chaurio, Ricardo A. ;
Costich, Tara Lee ;
Moran, Carlos ;
Harro, Carly M. ;
Rigolizzo, Kristen E. ;
Mine, Jessica A. ;
Trillo-Tinoco, Jimena ;
Sasamoto, Naoko ;
Terry, Kathryn L. ;
Marchion, Douglas ;
Buras, Andrea ;
Wenham, Robert M. ;
Yu, Xiaoqing ;
Townsend, Mary K. ;
Tworoger, Shelley S. ;
Rodriguez, Paulo C. ;
Anderson, Alexander R. ;
Conejo-Garcia, Jose R. .
NATURE, 2021, 591 (7850) :464-+
[10]   Increased Wnt signaling during aging alters muscle stem cell fate and increases fibrosis [J].
Brack, Andrew S. ;
Conboy, Michael J. ;
Roy, Sudeep ;
Lee, Mark ;
Kuo, Calvin J. ;
Keller, Charles ;
Rando, Thomas A. .
SCIENCE, 2007, 317 (5839) :807-810