Integrated multi-omics reveals cellular and molecular interactions governing the invasive niche of basal cell carcinoma

被引:26
|
作者
Yerly, Laura [1 ]
Pich-Bavastro, Christine [1 ]
Di Domizio, Jeremy [1 ]
Wyss, Tania [2 ]
Tissot-Renaud, Stephanie [3 ]
Cangkrama, Michael [4 ]
Gilliet, Michel [1 ]
Werner, Sabine [4 ]
Kuonen, Francois [1 ]
机构
[1] Lausanne Univ Hosp Ctr, Dept Dermatol & Venereol, Hop Beaumont, CH-1011 Lausanne, Switzerland
[2] Swiss Inst Bioinformat, Quartier UniL Sorge, Bioinformat Core Facil BCF, Batiment Amphipole, CH-1015 Lausanne, Switzerland
[3] Lausanne Univ Hosp Ctr, Ctr Expt Therapeut, Dept Oncol, Immune Landscape Lab, CH-1011 Lausanne, Switzerland
[4] Swiss Fed Inst Technol, Dept Biol, Inst Mol Hlth Sci, CH-8093 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
CANCER INVASION; SCAR FORMATION; MIGRATION; BIOLOGY; RADIOTHERAPY; EXPRESSION; PLASTICITY; ACTIVIN; REPAIR; ROLES;
D O I
10.1038/s41467-022-32670-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Tumors invade the surrounding tissues to progress, but the heterogeneity of cell types at the tumor-stroma interface and the complexity of their potential interactions hampered mechanistic insight required for efficient therapeutic targeting. Here, combining single-cell and spatial transcriptomics on human basal cell carcinomas, we define the cellular contributors of tumor progression. In the invasive niche, tumor cells exhibit a collective migration phenotype, characterized by the expression of cell-cell junction complexes. In physical proximity, we identify cancer-associated fibroblasts with extracellular matrix-remodeling features. Tumor cells strongly express the cytokine Activin A, and increased Activin A-induced gene signature is found in adjacent cancer-associated fibroblast subpopulations. Altogether, our data identify the cell populations and their transcriptional reprogramming contributing to the spatial organization of the basal cell carcinoma invasive niche. They also demonstrate the power of integrated spatial and single-cell multi-omics to decipher cancer-specific invasive properties and develop targeted therapies. The role of reciprocal tumour-stroma interactions in tumour invasion remains poorly characterised. Here, single-cell and spatial transcriptomics identifies the cell populations and their transcriptional reprogramming contributing to the spatial organization of the basal cell carcinoma invasive niche.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Multi-omics data integration reveals novel drug targets in hepatocellular carcinoma
    Christos Dimitrakopoulos
    Sravanth Kumar Hindupur
    Marco Colombi
    Dritan Liko
    Charlotte K. Y. Ng
    Salvatore Piscuoglio
    Jonas Behr
    Ariane L. Moore
    Jochen Singer
    Hans-Joachim Ruscheweyh
    Matthias S. Matter
    Dirk Mossmann
    Luigi M. Terracciano
    Michael N. Hall
    Niko Beerenwinkel
    BMC Genomics, 22
  • [42] An integrated multi-omics analysis identifies prognostic molecular subtypes of non-muscle-invasive bladder cancer
    Lindskrog, Sia Viborg
    Prip, Frederik
    Lamy, Philippe
    Taber, Ann
    Groeneveld, Clarice S.
    Birkenkamp-Demtroder, Karin
    Jensen, Jorgen Bjerggaard
    Strandgaard, Trine
    Nordentoft, Iver
    Christensen, Emil
    Sokac, Mateo
    Birkbak, Nicolai J.
    Maretty, Lasse
    Hermann, Gregers G.
    Petersen, Astrid C.
    Weyerer, Veronika
    Grimm, Marc-Oliver
    Horstmann, Marcus
    Sjodahl, Gottfrid
    Hoglund, Mattias
    Steiniche, Torben
    Mogensen, Karin
    de Reynies, Aurelien
    Nawroth, Roman
    Jordan, Brian
    Lin, Xiaoqi
    Dragicevic, Dejan
    Ward, Douglas G.
    Goel, Anshita
    Hurst, Carolyn D.
    Raman, Jay D.
    Warrick, Joshua, I
    Segersten, Ulrika
    Sikic, Danijel
    van Kessel, Kim E. M.
    Maurer, Tobias
    Meeks, Joshua J.
    DeGraff, David J.
    Bryan, Richard T.
    Knowles, Margaret A.
    Simic, Tatjana
    Hartmann, Arndt
    Zwarthoff, Ellen C.
    Malmstrom, Per-Uno
    Malats, Nuria
    Real, Francisco X.
    Dyrskjot, Lars
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [43] An integrated multi-omics analysis identifies prognostic molecular subtypes of non-muscle-invasive bladder cancer
    Sia Viborg Lindskrog
    Frederik Prip
    Philippe Lamy
    Ann Taber
    Clarice S. Groeneveld
    Karin Birkenkamp-Demtröder
    Jørgen Bjerggaard Jensen
    Trine Strandgaard
    Iver Nordentoft
    Emil Christensen
    Mateo Sokac
    Nicolai J. Birkbak
    Lasse Maretty
    Gregers G. Hermann
    Astrid C. Petersen
    Veronika Weyerer
    Marc-Oliver Grimm
    Marcus Horstmann
    Gottfrid Sjödahl
    Mattias Höglund
    Torben Steiniche
    Karin Mogensen
    Aurélien de Reyniès
    Roman Nawroth
    Brian Jordan
    Xiaoqi Lin
    Dejan Dragicevic
    Douglas G. Ward
    Anshita Goel
    Carolyn D. Hurst
    Jay D. Raman
    Joshua I. Warrick
    Ulrika Segersten
    Danijel Sikic
    Kim E. M. van Kessel
    Tobias Maurer
    Joshua J. Meeks
    David J. DeGraff
    Richard T. Bryan
    Margaret A. Knowles
    Tatjana Simic
    Arndt Hartmann
    Ellen C. Zwarthoff
    Per-Uno Malmström
    Núria Malats
    Francisco X. Real
    Lars Dyrskjøt
    Nature Communications, 12
  • [44] Multi-omics characterization of esophageal squamous cell carcinoma identifies molecular subtypes and therapeutic targets
    Zhao, Dengyun
    Guo, Yaping
    Wei, Huifang
    Jia, Xuechao
    Zhi, Yafei
    He, Guiliang
    Nie, Wenna
    Huang, Limeng
    Wang, Penglei
    Laster, Kyle Vaughn
    Liu, Zhicai
    Wang, Jinwu
    Lee, Mee-Hyun
    Dong, Zigang
    Liu, Kangdong
    JCI INSIGHT, 2024, 9 (10)
  • [45] Comprehensive molecular characteristics of hepatocellular carcinoma based on multi-omics analysis
    Ying-Ying Wang
    Wan-Xia Yang
    Jiang-Ying Cai
    Fang-Fang Wang
    Chong-Ge You
    BMC Cancer, 25 (1)
  • [46] Molecular Neurobiology of Enrichment Loss: Multi-Omics Analysis Reveals a Role of Microglia
    Smail, Marissa
    Smith, Brittany
    Shukla, Rammohan
    Reigle, James
    Alganem, Khaled
    Herman, James
    McCullumsmith, Robert
    NEUROPSYCHOPHARMACOLOGY, 2020, 45 (SUPPL 1) : 306 - 307
  • [47] Multi-Omics Approach Reveals Redox Homeostasis Reprogramming in Early-Stage Clear Cell Renal Cell Carcinoma
    Zhang, Wei
    Qiao, Xinhua
    Xie, Ting
    Cai, Wenbin
    Zhang, Xu
    Chen, Chang
    Zhang, Yaoguang
    ANTIOXIDANTS, 2023, 12 (01)
  • [48] Multi-Omics Reveals New Molecular Traits to Interpret Schizophrenia GWAS Results
    Liu, Chunyu
    NEUROPSYCHOPHARMACOLOGY, 2021, 46 (SUPPL 1) : 44 - 45
  • [49] Integrated multi-omics reveals anaplerotic rewiring in methylmalonyl-CoA mutase deficiency
    Forny, Patrick
    Bonilla, Ximena
    Lamparter, David
    Shao, Wenguang
    Plessl, Tanja
    Frei, Caroline
    Bingisser, Anna
    Goetze, Sandra
    van Drogen, Audrey
    Harshman, Keith
    Pedrioli, Patrick G. A.
    Howald, Cedric
    Poms, Martin
    Traversi, Florian
    Burer, Celine
    Cherkaoui, Sarah
    Morscher, Raphael J.
    Simmons, Luke
    Forny, Merima
    Xenarios, Ioannis
    Aebersold, Ruedi
    Zamboni, Nicola
    Ratsch, Gunnar
    Dermitzakis, Emmanouil T.
    Wollscheid, Bernd
    Baumgartner, Matthias R.
    Froese, D. Sean
    NATURE METABOLISM, 2023, 5 (01) : 80 - +
  • [50] Integrated multi-omics profiling reveals a landscape of dramatic metabolic defect in Artemisia annua
    Qin, Wei
    Li, Yongpeng
    Liu, Hang
    Yan, Xin
    Hu, Xinyi
    Chen, Tiantian
    Rahman, Saeed-ur
    Cao, Junfeng
    Zheng, Han
    Li, Ling
    Tang, Kexuan
    HORTICULTURE RESEARCH, 2024, 11 (08)