A clinically applicable connectivity signature for glioblastoma includes the tumor network driver CHI3L1

被引:14
作者
Hai, Ling [1 ,2 ,3 ,4 ]
Hoffmann, Dirk C. [2 ,3 ,4 ]
Wagener, Robin J. [2 ,3 ]
Azorin, Daniel D. [2 ]
Hausmann, David [2 ,3 ]
Xie, Ruifan [2 ]
Huppertz, Magnus-Carsten [5 ]
Hiblot, Julien [5 ]
Sievers, Philipp [6 ,7 ]
Heuer, Sophie [2 ,3 ]
Ito, Jakob [2 ]
Cebulla, Gina [2 ]
Kourtesakis, Alexandros [2 ,3 ,4 ]
Kaulen, Leon D. [2 ,3 ]
Ratliff, Miriam [2 ,8 ]
Mandelbaum, Henriette [2 ]
Jung, Erik [2 ,3 ]
Jabali, Ammar [9 ,10 ,11 ,12 ,13 ]
Horschitz, Sandra [9 ,10 ,11 ]
Ernst, Kati J. [14 ,15 ]
Reibold, Denise [2 ]
Warnken, Uwe [2 ]
Venkataramani, Varun [2 ,3 ,16 ]
Will, Rainer [17 ]
Suva, Mario L. [18 ,19 ,20 ,21 ]
Herold-Mende, Christel [22 ]
Sahm, Felix [6 ,7 ]
Winkler, Frank [2 ,3 ]
Schlesner, Matthias [1 ,23 ,24 ]
Wick, Wolfgang [2 ,3 ]
Kessler, Tobias [2 ,3 ]
机构
[1] German Canc Res Ctr, Bioinformat & Omics Data Analyt, Heidelberg, Germany
[2] German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neurooncol, Heidelberg, Germany
[3] Heidelberg Univ Hosp, Natl Ctr Tumor Dis, Dept Neurol & Neurooncol Program, Heidelberg, Germany
[4] Heidelberg Univ, Fac Biosci, Heidelberg, Germany
[5] Max Planck Inst Med Res, Dept Chem Biol, Heidelberg, Germany
[6] Univ Hosp Heidelberg, Inst Pathol, Dept Neuropathol, Heidelberg, Germany
[7] DKFZ, Clin Cooperat Unit Neuropathol, DKTK, Heidelberg, Germany
[8] Univ Hosp Mannheim, Neurosurg Clin, Mannheim, Germany
[9] Heidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Mannheim, Germany
[10] Hector Inst Translat Brain Res, Mannheim, Germany
[11] German Canc Res Ctr, Heidelberg, Germany
[12] Univ Bonn, Sch Med, Inst Reconstruct Neurobiol, Bonn, Germany
[13] Univ Bonn, Univ Hosp Bonn, Bonn, Germany
[14] DKFZ, Pediat Glioma Res Grp, DKTK, Heidelberg, Germany
[15] NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
[16] Heidelberg Univ, Inst Anat & Cell Biol, Dept Neuroanat, Heidelberg, Germany
[17] DKFZ, Genom & Prote Core Facil, DKTK, Heidelberg, Germany
[18] Broad Inst Harvard & MIT, Cambridge, MA USA
[19] Massachusetts Gen Hosp, Dept Pathol, Boston, MA USA
[20] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA USA
[21] Harvard Med Sch, Boston, MA USA
[22] Heidelberg Univ Hosp, Dept Neurosurg, Heidelberg, Germany
[23] Univ Augsburg, Fac Appl Comp Sci, Biomed Informat Data Min & Data Analyt, Augsburg, Germany
[24] Univ Augsburg, Med Fac, Augsburg, Germany
关键词
GAP-43; CELLS; PHOSPHORYLATION; SUBTYPES; REVEALS; PROTEIN; MARKER;
D O I
10.1038/s41467-024-45067-8
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
Tumor microtubes (TMs) connect glioma cells to a network with considerable relevance for tumor progression and therapy resistance. However, the determination of TM-interconnectivity in individual tumors is challenging and the impact on patient survival unresolved. Here, we establish a connectivity signature from single-cell RNA-sequenced (scRNA-Seq) xenografted primary glioblastoma (GB) cells using a dye uptake methodology, and validate it with recording of cellular calcium epochs and clinical correlations. Astrocyte-like and mesenchymal-like GB cells have the highest connectivity signature scores in scRNA-sequenced patient-derived xenografts and patient samples. In large GB cohorts, TM-network connectivity correlates with the mesenchymal subtype and dismal patient survival. CHI3L1 gene expression serves as a robust molecular marker of connectivity and functionally influences TM networks. The connectivity signature allows insights into brain tumor biology, provides a proof-of-principle that tumor cell TM-connectivity is relevant for patients' prognosis, and serves as a robust prognostic biomarker.
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页数:29
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