Longitudinal analysis of diffuse glioma reveals cell state dynamics at recurrence associated with changes in genetics and the microenvironment

Varn, F. S.; Johnson, K. C.; Wade, T. E.; Malta, T. M.; Sabedot, T. S.; Barthel, F. P.; Kim, H.; Ahmed, N.; Datta, I.; Barnholtz-Sloan, J. S.; Bakas, S.; D'Angelo, F.; Gan, H. K.; Garofano, L.; Huse, J. T.; Khasraw, M.; Kocakavuk, E.; Migliozzi, S.; Ormond, D. R.; Paek, S. H.; Van Meir, E. G.; Walenkamp, A. M. E.; Watts, C.; Weller, M.; Weiss, T.; Wesseling, P.; Stead, L. F.; Poisson, L. M.; Noushmehr, H.; Iavarone, A.; Verhaak, R. G.; The GLASS Consortium,

doi:10.1101/2021.05.03.442486

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bioRxiv · 10.1101/2021.05.03.442486

Longitudinal analysis of diffuse glioma reveals cell state dynamics at recurrence associated with changes in genetics and the microenvironment

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Abstract

To interrogate the factors driving therapy resistance in diffuse glioma, we collected and analyzed RNA and/or DNA sequencing data from temporally separated tumor pairs of 292 adult patients with IDH-wild-type or IDH-mutant glioma. Tumors recurred in distinct manners that were dependent on IDH mutation status and attributable to changes in histological feature composition, somatic alterations, and microenvironment interactions. Hypermutation and acquired CDKN2A deletions associated with an increase in proliferating stem-like malignant cells at recurrence in both glioma subtypes, reflecting active tumor growth. IDH-wild-type tumors were more invasive at recurrence, and their malignant cells exhibited increased expression of neuronal signaling programs that reflected a possible role for neuronal interactions in promoting glioma progression. Mesenchymal transition was associated with the presence of a specific myeloid cell state defined by unique ligand-receptor interactions with malignant cells. Collectively, our results uncover recurrence-associated changes that could be targetable to shape disease progression following initial diagnosis.

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Varn, F. S., Johnson, K. C., Wade, T. E., Malta, T. M., Sabedot, T. S., Barthel, F. P., Kim, H., Ahmed, N., Datta, I., Barnholtz-Sloan, J. S., Bakas, S., D'Angelo, F., Gan, H. K., Garofano, L., Huse, J. T., Khasraw, M., Kocakavuk, E., Migliozzi, S., Ormond, D. R., Paek, S. H., Van Meir, E. G., Walenkamp, A. M. E., Watts, C., Weller, M., Weiss, T., Wesseling, P., Stead, L. F., Poisson, L. M., Noushmehr, H., Iavarone, A., Verhaak, R. G., The GLASS Consortium,. 2021-05-04. Longitudinal analysis of diffuse glioma reveals cell state dynamics at recurrence associated with changes in genetics and the microenvironment. https://doi.org/10.1101/2021.05.03.442486

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