An extracellular vesicle-related gene expression signature identifies high-risk patients in medulloblastoma

被引:7
作者
Albert, Thomas K. [1 ]
Interlandi, Marta [1 ,2 ]
Sill, Martin [3 ,4 ]
Graf, Monika [1 ]
Moreno, Natalia [1 ]
Menck, Kerstin [5 ]
Rohlmann, Astrid [6 ]
Melcher, Viktoria [1 ]
Korbanka, Sonja [1 ]
Hoerste, Gerd Meyer zu [7 ]
Lautwein, Tobias [8 ]
Fruehwald, Michael C. [9 ]
Krebs, Christian F. [10 ]
Holdhof, Doerthe [11 ,12 ]
Schoof, Melanie [11 ,12 ]
Bleckmann, Annalen [5 ]
Missler, Markus [6 ]
Dugas, Martin [2 ]
Schueller, Ulrich [11 ,12 ,13 ]
Jaeger, Natalie [3 ]
Pfister, Stefan M. [3 ,4 ,14 ,15 ]
Kerl, Kornelius [1 ]
机构
[1] Univ Childrens Hosp Munster, Dept Pediat Hematol & Oncol, Albert Schweitzer Campus 1, D-48149 Munster, Germany
[2] Westphalian Wilhelms Univ WWU Munster, Inst Med Informat, Munster, Germany
[3] NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
[4] German Canc Res Ctr, Div Pediat Neurooncol, Heidelberg, Germany
[5] Univ Hosp Munster UKM, Dept Med A Hematol Oncol & Pneumol, Munster, Germany
[6] WWU Munster, Dept Anat & Mol Neurobiol, Munster, Germany
[7] UKM, Dept Neurol, Munster, Germany
[8] Heinrich Heine Univ Dusseldorf, Biol & Med Res Ctr, Dusseldorf, Germany
[9] Childrens Hosp Augsburg, Swabian Childrens Canc Ctr, Augsburg, Germany
[10] Univ Med Ctr Hamburg Eppendorf, Ctr Internal Med, Med Clin & Polyclin 3, Hamburg, Germany
[11] Univ Med Ctr Hamburg Eppendorf, Dept Pediat Hematol & Oncol, Hamburg, Germany
[12] Res Inst Childrens Canc Ctr, Hamburg, Germany
[13] Univ Med Ctr Hamburg Eppendorf, Inst Neuropathol, Hamburg, Germany
[14] German Canc Consortium DKTK Heidelberg, Heidelberg, Germany
[15] Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
关键词
extracellular vesicle; gene expression signature; medulloblastoma; single-cell RNA sequencing; tumor microenvironment; TUMOR-ASSOCIATED MACROPHAGES; CHILDHOOD MEDULLOBLASTOMA; MOLECULAR SUBGROUPS; CELL; HETEROGENEITY; CLASSIFICATION;
D O I
10.1093/neuonc/noaa254
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Medulloblastoma (MB) is a malignant brain tumor in childhood. It comprises 4 subgroups with different clinical behaviors. The aim of this study was to characterize the transcriptomic landscape of MB, both at the level of individual tumors as well as in large patient cohorts. Methods. We used a combination of single-cell transcriptomics, cell culture models and biophysical methods such as nanoparticle tracking analysis and electron microscopy to investigate intercellular communication in the MB tumor niche. Results. Tumor cells of the sonic hedgehog (SHH)-MB subgroup show a differentiation blockade. These cells undergo extensive metabolic reprogramming.The gene expression profiles of individual tumor cells show a partial convergence with those of tumor-associated glial and immune cells. One possible cause is the transfer of extracellular vesicles (EVs) between cells in the tumor niche. We were able to detect EVs in co-culture models of MB tumor cells and oligodendrocytes. We also identified a gene expression signature, EVS, which shows overlap with the proteome profile of large oncosomes from prostate cancer cells. This signature is also present in MB patient samples. A high EVS expression is one common characteristic of tumors that occur in high-risk patients from different MB subgroups or subtypes. Conclusions. With EVS, our study uncovered a novel gene expression signature that has a high prognostic significance across MB subgroups.
引用
收藏
页码:586 / 598
页数:13
相关论文
共 39 条
  • [1] Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups
    Archer, Tenley C.
    Ehrenberger, Tobias
    Mundt, Filip
    Gold, Maxwell P.
    Krug, Karsten
    Mah, Clarence K.
    Mahoney, Elizabeth L.
    Daniel, Colin J.
    LeNail, Alexander
    Ramamoorthy, Divya
    Mertins, Philipp
    Mani, D. R.
    Zhang, Hailei
    Gillette, Michael A.
    Clauser, Karl
    Noble, Michael
    Tang, Lauren C.
    Pierre-Francois, Jessica
    Silterra, Jacob
    Jensen, James
    Tamayo, Pablo
    Korshunov, Andrey
    Pfister, Stefan M.
    Kool, Marcel
    Northcott, Paul A.
    Sears, Rosalie C.
    Lipton, Jonathan O.
    Carr, Steven A.
    Mesirov, Jill P.
    Pomeroy, Scott L.
    Fraenkel, Ernest
    [J]. CANCER CELL, 2018, 34 (03) : 396 - +
  • [2] Barnett SC, 1995, DEVELOPMENT, V121, P3969
  • [3] Extracellular Vesicles in Cancer: Cell-to-Cell Mediators of Metastasis
    Becker, Annette
    Thakur, Basant Kumar
    Weiss, Joshua Mitchell
    Kim, Han Sang
    Peinado, Hector
    Lyden, David
    [J]. CANCER CELL, 2016, 30 (06) : 836 - 848
  • [4] Subgroup-specific immune and stromal microenvironment in medulloblastoma
    Bockmayr, Michael
    Mohme, Malte
    Klauschen, Frederick
    Winkler, Beate
    Budczies, Jan
    Rutkowski, Stefan
    Schueller, Ulrich
    [J]. ONCOIMMUNOLOGY, 2018, 7 (09):
  • [5] Integrating single-cell transcriptomic data across different conditions, technologies, and species
    Butler, Andrew
    Hoffman, Paul
    Smibert, Peter
    Papalexi, Efthymia
    Satija, Rahul
    [J]. NATURE BIOTECHNOLOGY, 2018, 36 (05) : 411 - +
  • [6] A transcriptome database for astrocytes, neurons, and oligodendrocytes: A new resource for understanding brain development and function
    Cahoy, John D.
    Emery, Ben
    Kaushal, Amit
    Foo, Lynette C.
    Zamanian, Jennifer L.
    Christopherson, Karen S.
    Xing, Yi
    Lubischer, Jane L.
    Krieg, Paul A.
    Krupenko, Sergey A.
    Thompson, Wesley J.
    Barres, Ben A.
    [J]. JOURNAL OF NEUROSCIENCE, 2008, 28 (01) : 264 - 278
  • [7] Intertumoral Heterogeneity within Medulloblastoma Subgroups
    Cavalli, Florence M. G.
    Remke, Marc
    Rampasek, Ladislav
    Peacock, John
    Shih, David J. H.
    Luu, Betty
    Garzia, Livia
    Torchia, Jonathon
    Nor, Carolina
    Morrissy, A. Sorana
    Agnihotri, Sameer
    Thompson, Yuan Yao
    Kuzan-Fischer, Claudia M.
    Farooq, Hamza
    Isaev, Keren
    Daniels, Craig
    Cho, Byung-Kyu
    Kim, Seung-Ki
    Wang, Kyu-Chang
    Lee, Ji Yeoun
    Grajkowska, Wieslawa A.
    Perek-Polnik, Marta
    Vasiljevic, Alexandre
    Faure-Conter, Cecile
    Jouvet, Anne
    Giannini, Caterina
    Rao, Amulya A. Nageswara
    Li, Kay Ka Wai
    Ng, Ho-Keung
    Eberhart, Charles G.
    Pollack, Ian F.
    Hamilton, Ronald L.
    Gillespie, G. Yancey
    Olson, James M.
    Leary, Sarah
    Weiss, William A.
    Lach, Boleslaw
    Chambless, Lola B.
    Thompson, Reid C.
    Cooper, Michael K.
    Vibhakar, Rajeev
    Hauser, Peter
    van Veelen, Marie-Lise C.
    Kros, Johan M.
    French, Pim J.
    Ra, Young Shin
    Kumabe, Toshihiro
    Lopez-Aguilar, Enrique
    Zitterbart, Karel
    Sterba, Jaroslav
    [J]. CANCER CELL, 2017, 31 (06) : 737 - +
  • [8] Gene expression markers of Tumor Infiltrating Leukocytes
    Danaher, Patrick
    Warren, Sarah
    Dennis, Lucas
    D'Amico, Leonard
    White, Andrew
    Disis, Mary L.
    Geller, Melissa A.
    Odunsi, Kunle
    Beechem, Joseph
    Fling, Steven P.
    [J]. JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2017, 5
  • [9] Are molecular subgroups of medulloblastomas really prognostic?
    Frappaz, Didier
    Faure-Conter, Cecile
    Meyronet, David
    Levard-Bonneville, Alice
    Beuriat, Pierre-Aurelien
    Sunyach, Marie P.
    Barritault, Marc
    [J]. CURRENT OPINION IN NEUROLOGY, 2018, 31 (06) : 747 - 751
  • [10] Resolving medulloblastoma cellular architecture by single-cell genomics
    Hovestadt, Volker
    Smith, Kyle S.
    Bihannic, Laure
    Filbin, Mariella G.
    Shaw, McKenzie L.
    Baumgartner, Alicia
    DeWitt, John C.
    Groves, Andrew
    Mayr, Lisa
    Weisman, Hannah R.
    Richman, Alyssa R.
    Shore, Marni E.
    Goumnerova, Liliana
    Rosencrance, Celeste
    Carter, Robert A.
    Phoenix, Timothy N.
    Hadley, Jennifer L.
    Tong, Yiai
    Houston, Jim
    Ashmun, Richard A.
    DeCuypere, Michael
    Sharma, Tanvi
    Flasch, Diane
    Silkov, Antonina
    Ligon, Keith L.
    Pomeroy, Scott L.
    Rivera, Miguel N.
    Rozenblatt-Rosen, Orit
    Rusert, Jessica M.
    Wechsler-Reya, Robert J.
    Li, Xiao-Nan
    Peyrl, Andreas
    Gojo, Johannes
    Kirchhofer, Dominik
    Loetsch, Daniela
    Czech, Thomas
    Dorfer, Christian
    Haberler, Christine
    Geyeregger, Rene
    Halfmann, Angela
    Gawad, Charles
    Easton, John
    Pfister, Stefan M.
    Regev, Aviv
    Gajjar, Amar
    Orr, Brent A.
    Slavc, Irene
    Robinson, Giles W.
    Bernstein, Bradley E.
    Suva, Mario L.
    [J]. NATURE, 2019, 572 (7767) : 74 - +