Abstract
The evolutionary processes that drive universal therapeutic resistance in adult patients with diffuse glioma remain unclear1,2. Here we analysed temporally separated DNA-sequencing data and matched clinical annotation from 222 adult patients with glioma. By analysing mutations and copy numbers across the three major subtypes of diffuse glioma, we found that driver genes detected at the initial stage of disease were retained at recurrence, whereas there was little evidence of recurrence-specific gene alterations. Treatment with alkylating agents resulted in a hypermutator phenotype at different rates across the glioma subtypes, and hypermutation was not associated with differences in overall survival. Acquired aneuploidy was frequently detected in recurrent gliomas and was characterized by IDH mutation but without co-deletion of chromosome arms 1p/19q, and further converged with acquired alterations in the cell cycle and poor outcomes. The clonal architecture of each tumour remained similar over time, but the presence of subclonal selection was associated with decreased survival. Finally, there were no differences in the levels of immunoediting between initial and recurrent gliomas. Collectively, our results suggest that the strongest selective pressures occur during early glioma development and that current therapies shape this evolution in a largely stochastic manner.
Original language | English |
---|---|
Pages (from-to) | 112-120 |
Number of pages | 9 |
Journal | Nature |
Volume | 576 |
Issue number | 7785 |
DOIs | |
Publication status | Published - 5 Dec 2019 |
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In: Nature, Vol. 576, No. 7785, 05.12.2019, p. 112-120.
Research output: Contribution to journal › Article › Research › peer-review
TY - JOUR
T1 - Longitudinal molecular trajectories of diffuse glioma in adults
AU - Barthel, Floris P.
AU - Johnson, Kevin C.
AU - Varn, Frederick S.
AU - Moskalik, Anzhela D.
AU - Tanner, Georgette
AU - Kocakavuk, Emre
AU - Anderson, Kevin J.
AU - Abiola, Olajide
AU - Aldape, Kenneth
AU - Alfaro, Kristin D.
AU - Alpar, Donat
AU - Amin, Samirkumar B.
AU - Ashley, David M.
AU - Bandopadhayay, Pratiti
AU - Barnholtz-Sloan, Jill S.
AU - Beroukhim, Rameen
AU - Bock, Christoph
AU - Brastianos, Priscilla K.
AU - Brat, Daniel J.
AU - Brodbelt, Andrew R.
AU - Bruns, Alexander F.
AU - Bulsara, Ketan R.
AU - Chakrabarty, Aruna
AU - Chakravarti, Arnab
AU - Chuang, Jeffrey H.
AU - Claus, Elizabeth B.
AU - Cochran, Elizabeth J.
AU - Connelly, Jennifer
AU - Costello, Joseph F.
AU - Finocchiaro, Gaetano
AU - Fletcher, Michael N.
AU - French, Pim J.
AU - Gan, Hui K.
AU - Gilbert, Mark R.
AU - Gould, Peter V.
AU - Grimmer, Matthew R.
AU - Iavarone, Antonio
AU - Ismail, Azzam
AU - Jenkinson, Michael D.
AU - Khasraw, Mustafa
AU - Kim, Hoon
AU - Kouwenhoven, Mathilde C.M.
AU - Laviolette, Peter S.
AU - Li, Meihong
AU - Lichter, Peter
AU - Ligon, Keith L.
AU - Lowman, Allison K.
AU - Malta, Tathiane M.
AU - Mazor, Tali
AU - Niclou, Simone P.
AU - The Glioma Longitudinal Analysis (GLASS) Consortium
N1 - Funding Information: Acknowledgements This work is made possible by the patients and their families whom generously contributed to this study. This work is supported by the National Brain Tumor Society, Oligo Research Fund; Cancer Center Support grants P30CA16672 and P30CA034196; Cancer Prevention & Research Institute of Texas (CPRIT) grant number R140606; Agilent Technologies (R.G.W.V.); the National Institutes of Health-National Cancer institute for the following grants: NCI CA170278 (L.M.P., T.M.M., H.N.), NCI R01CA222146 (L.M.P., H.K.N.), NCI R01CA230031 (J.H.C., J.N.), NCI R01CA188288 (J.S.B.-S., R.B., P.B., K.L.L., A. Chakravarty., A.E.S.), R01CA179044 (A. Iavarone), U54CA193313 (A. Iavarone). The National Brain Tumor Society (W.K.A.Y., J.F.d.G.). Brain Tumour Northwest tissue bank (including the Walton research tissue bank) is supported by the Sidney Driscol Neuroscience Foundation and part of the Walton Centre and Lancashire Teaching Hospitals NHS Foundation Trusts (A.F.B., M.D.J.). This work was supported by a generous gift from the Dabbiere family (J.F.C.). Support is also provided by a Leeds Charitable Foundation grant (9R11/14-11 to L.F.S.), University of Leeds Academic Fellowship (11001061) (L.F.S.) and Studentship (11061191) (G. Tanner) as well as Leeds Teaching Hospitals NHS Trust (A. Chakravarti, A. Ismail). The Leeds Multidisciplinary Research Tissue Bank staff was funded by the PPR Foundation and The University of Leeds (S.C.S.). Funds were received from The Brain Tumour Charity (C.W., grants 10/136 & GN-000580, B.A.W., 200450). Ghazaleh Tabatabai is funded by EKFS 2015_Kolleg_14. R01CA218144 (P.S.L., E.J.C., J.C., A.K.L.) and Strain for the Brain, Milwaukee, WI (P.S.L., E.J.C., J.C., A.K.L.). E.K. is recipient of an MD-Fellowship by the Boehringer Ingelheim Fonds and is supported by the German National Academic Foundation. The Leeds Multidisciplinary Research Tissue Bank staff was funded by the PPR Foundation and part of the University of Leeds (S.C.S.). GLASS-Austria was funded by the Austrian Science Fund project KLI394 (A.W.). GLASS-Germany was funded by the German Ministry of Education and Research (BMBF) 031A425 (G. Reifenberger, P.L.) and German Cancer Aid (DKH) 70-3163-Wi 3 (M.W.). GLASS-NL receives support from KWF/Dutch Cancer Society project 11026 (M.C.M.K., P.W., R.G.W.V., P.J.F., J.M.N., M. Smits, B.A.W.). We thank the University of Colorado Denver Central Nervous System Biorepository (D.R.O.) for providing tissue samples. Sponsoring was also received from the National Institute of Neurological Disorders and Stroke (NINDS R01NS094615, G. Rao), F.S.V. is supported by a postdoctoral fellowship from The Jane Coffin Childs Memorial Fund for Medical Research. F.P.B. is supported by the JAX Scholar program and the National Cancer Institute (K99 CA226387); K.C.J. is the recipient of an American Cancer Society Fellowship (130984-PF-17-141-01-DMC). We thank the Jackson Laboratory Clinical and Translation Support team for coordinating all data transfer agreements. We thank M. Wimsatt for assistance in graphic design. Funding Information: Competing interests R.G.W.V. declares equity in Boundless Bio, Inc. M.K. receives research grants from BMS and ABBVie. P.K.B. is a consultant for Lilly, Genentech-Roche, Angiochem and Tesaro. P.K.B. receives institutional funding from Merck and Pfizer and honoraria from Merch and Genentech-Roche. W.K.A.Y. serves in a consulting or advisory role at DNAtrix Therapeutics. M.W. receives funding from Acceleron, Actelion, Bayer, Isarna, Merck, Sharp & Dohme, Merck (EMD, Darmstadt), Novocure, OGD2, Pigur and Roche as well as honoraria from BMS, Celldex, Immunocellular Therapeutics, Isarna, Magforce, Merck, Sharp & Dohme, Merck (EMD, Darmstadt), Northwest Biotherapeutics, Novocure, Pfizer, Roche, Teva and Tocagen. G. Reifenberger receives funding from Roche and Merck (EMD, Darmstadt) as well as honoraria from AbbVie. M. Smits is a central reviewer for Parexel Ltd and honoraria are paid to the institution. G. Tabatabai reports personal fees from Bristol-Myers-Squibb, personal fees from AbbVie, personal fees from Novocure, personal fees from Medac, travel grants from Bristol-Myers-Squibb, education grants from Novocure, research grants from Roche Diagnostics, research grants from Medac, membership in the National Steering board of the TIGER NIS (Novocure) and the International Steering board of the ON-TRK NIS (Bayer). Publisher Copyright: © 2019, The Author(s), under exclusive licence to Springer Nature Limited.
PY - 2019/12/5
Y1 - 2019/12/5
N2 - The evolutionary processes that drive universal therapeutic resistance in adult patients with diffuse glioma remain unclear1,2. Here we analysed temporally separated DNA-sequencing data and matched clinical annotation from 222 adult patients with glioma. By analysing mutations and copy numbers across the three major subtypes of diffuse glioma, we found that driver genes detected at the initial stage of disease were retained at recurrence, whereas there was little evidence of recurrence-specific gene alterations. Treatment with alkylating agents resulted in a hypermutator phenotype at different rates across the glioma subtypes, and hypermutation was not associated with differences in overall survival. Acquired aneuploidy was frequently detected in recurrent gliomas and was characterized by IDH mutation but without co-deletion of chromosome arms 1p/19q, and further converged with acquired alterations in the cell cycle and poor outcomes. The clonal architecture of each tumour remained similar over time, but the presence of subclonal selection was associated with decreased survival. Finally, there were no differences in the levels of immunoediting between initial and recurrent gliomas. Collectively, our results suggest that the strongest selective pressures occur during early glioma development and that current therapies shape this evolution in a largely stochastic manner.
AB - The evolutionary processes that drive universal therapeutic resistance in adult patients with diffuse glioma remain unclear1,2. Here we analysed temporally separated DNA-sequencing data and matched clinical annotation from 222 adult patients with glioma. By analysing mutations and copy numbers across the three major subtypes of diffuse glioma, we found that driver genes detected at the initial stage of disease were retained at recurrence, whereas there was little evidence of recurrence-specific gene alterations. Treatment with alkylating agents resulted in a hypermutator phenotype at different rates across the glioma subtypes, and hypermutation was not associated with differences in overall survival. Acquired aneuploidy was frequently detected in recurrent gliomas and was characterized by IDH mutation but without co-deletion of chromosome arms 1p/19q, and further converged with acquired alterations in the cell cycle and poor outcomes. The clonal architecture of each tumour remained similar over time, but the presence of subclonal selection was associated with decreased survival. Finally, there were no differences in the levels of immunoediting between initial and recurrent gliomas. Collectively, our results suggest that the strongest selective pressures occur during early glioma development and that current therapies shape this evolution in a largely stochastic manner.
UR - http://www.scopus.com/inward/record.url?scp=85075234677&partnerID=8YFLogxK
U2 - 10.1038/s41586-019-1775-1
DO - 10.1038/s41586-019-1775-1
M3 - Article
C2 - 31748746
AN - SCOPUS:85075234677
SN - 0028-0836
VL - 576
SP - 112
EP - 120
JO - Nature
JF - Nature
IS - 7785
ER -