Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma. / Patel, Kunal S.; Tessema, Kaleab K.; Kawaguchi, Riki; Dudley, Lindsey; Alvarado, Alvaro G.; Muthukrishnan, Sree Deepthi; Perryman, Travis; Hagiwara, Akifumi; Swarup, Vivek; Liau, Linda M.; Wang, Anthony C.; Yong, William; Geschwind, Daniel H.; Nakano, Ichiro; Goldman, Steven A.; Everson, Richard G.; Ellingson, Benjamin M.; Kornblum, Harley I.

In: Neuro-Oncology Advances, Vol. 6, No. 1, vdae005, 2024.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Patel, KS, Tessema, KK, Kawaguchi, R, Dudley, L, Alvarado, AG, Muthukrishnan, SD, Perryman, T, Hagiwara, A, Swarup, V, Liau, LM, Wang, AC, Yong, W, Geschwind, DH, Nakano, I, Goldman, SA, Everson, RG, Ellingson, BM & Kornblum, HI 2024, 'Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma', Neuro-Oncology Advances, vol. 6, no. 1, vdae005. https://doi.org/10.1093/noajnl/vdae005

APA

Patel, K. S., Tessema, K. K., Kawaguchi, R., Dudley, L., Alvarado, A. G., Muthukrishnan, S. D., Perryman, T., Hagiwara, A., Swarup, V., Liau, L. M., Wang, A. C., Yong, W., Geschwind, D. H., Nakano, I., Goldman, S. A., Everson, R. G., Ellingson, B. M., & Kornblum, H. I. (2024). Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma. Neuro-Oncology Advances, 6(1), [vdae005]. https://doi.org/10.1093/noajnl/vdae005

Vancouver

Patel KS, Tessema KK, Kawaguchi R, Dudley L, Alvarado AG, Muthukrishnan SD et al. Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma. Neuro-Oncology Advances. 2024;6(1). vdae005. https://doi.org/10.1093/noajnl/vdae005

Author

Patel, Kunal S. ; Tessema, Kaleab K. ; Kawaguchi, Riki ; Dudley, Lindsey ; Alvarado, Alvaro G. ; Muthukrishnan, Sree Deepthi ; Perryman, Travis ; Hagiwara, Akifumi ; Swarup, Vivek ; Liau, Linda M. ; Wang, Anthony C. ; Yong, William ; Geschwind, Daniel H. ; Nakano, Ichiro ; Goldman, Steven A. ; Everson, Richard G. ; Ellingson, Benjamin M. ; Kornblum, Harley I. / Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma. In: Neuro-Oncology Advances. 2024 ; Vol. 6, No. 1.

Bibtex

@article{635b98c18fd84facadab413a6da8957b,
title = "Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma",
abstract = "Background. Non-enhancing (NE) infiltrating tumor cells beyond the contrast-enhancing (CE) bulk of tumor are potential propagators of recurrence after gross total resection of high-grade glioma. Methods. We leveraged single-nucleus RNA sequencing on 15 specimens from recurrent high-grade gliomas (n = 5) to compare prospectively identified biopsy specimens acquired from CE and NE regions. Additionally, 24 CE and 22 NE biopsies had immunohistochemical staining to validate RNA findings. Results. Tumor cells in NE regions are enriched in neural progenitor cell-like cellular states, while CE regions are enriched in mesenchymal-like states. NE glioma cells have similar proportions of proliferative and putative glioma stem cells relative to CE regions, without significant differences in % Ki-67 staining.Tumor cells in NE regions exhibit upregulation of genes previously associated with lower grade gliomas. Our findings in recurrent GBM paralleled some of the findings in a re-analysis of a dataset from primary GBM. Cell-, gene-, and pathway-level analyses of the tumor microenvironment in the NE region reveal relative downregulation of tumor-mediated neovascularization and cell-mediated immune response, but increased glioma-to-nonpathological cell interactions. Conclusions. This comprehensive analysis illustrates differing tumor and nontumor landscapes of CE and NE regions in high-grade gliomas, highlighting the NE region as an area harboring likely initiators of recurrence in a pro-tumor microenvironment and identifying possible targets for future design of NE-specific adjuvant therapy. These findings also support the aggressive approach to resection of tumor-bearing NE regions.",
keywords = "contrast enhancing, glioblastoma, magnetic resonance imaging, non-enhancing",
author = "Patel, {Kunal S.} and Tessema, {Kaleab K.} and Riki Kawaguchi and Lindsey Dudley and Alvarado, {Alvaro G.} and Muthukrishnan, {Sree Deepthi} and Travis Perryman and Akifumi Hagiwara and Vivek Swarup and Liau, {Linda M.} and Wang, {Anthony C.} and William Yong and Geschwind, {Daniel H.} and Ichiro Nakano and Goldman, {Steven A.} and Everson, {Richard G.} and Ellingson, {Benjamin M.} and Kornblum, {Harley I.}",
note = "Publisher Copyright: {\textcopyright} The Author(s) 2024. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology.",
year = "2024",
doi = "10.1093/noajnl/vdae005",
language = "English",
volume = "6",
journal = "Neuro-Oncology Advances",
issn = "2632-2498",
publisher = "Oxford University Press",
number = "1",

}

RIS

TY - JOUR

T1 - Single-nucleus expression characterization of non-enhancing region of recurrent high-grade glioma

AU - Patel, Kunal S.

AU - Tessema, Kaleab K.

AU - Kawaguchi, Riki

AU - Dudley, Lindsey

AU - Alvarado, Alvaro G.

AU - Muthukrishnan, Sree Deepthi

AU - Perryman, Travis

AU - Hagiwara, Akifumi

AU - Swarup, Vivek

AU - Liau, Linda M.

AU - Wang, Anthony C.

AU - Yong, William

AU - Geschwind, Daniel H.

AU - Nakano, Ichiro

AU - Goldman, Steven A.

AU - Everson, Richard G.

AU - Ellingson, Benjamin M.

AU - Kornblum, Harley I.

N1 - Publisher Copyright: © The Author(s) 2024. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology.

PY - 2024

Y1 - 2024

N2 - Background. Non-enhancing (NE) infiltrating tumor cells beyond the contrast-enhancing (CE) bulk of tumor are potential propagators of recurrence after gross total resection of high-grade glioma. Methods. We leveraged single-nucleus RNA sequencing on 15 specimens from recurrent high-grade gliomas (n = 5) to compare prospectively identified biopsy specimens acquired from CE and NE regions. Additionally, 24 CE and 22 NE biopsies had immunohistochemical staining to validate RNA findings. Results. Tumor cells in NE regions are enriched in neural progenitor cell-like cellular states, while CE regions are enriched in mesenchymal-like states. NE glioma cells have similar proportions of proliferative and putative glioma stem cells relative to CE regions, without significant differences in % Ki-67 staining.Tumor cells in NE regions exhibit upregulation of genes previously associated with lower grade gliomas. Our findings in recurrent GBM paralleled some of the findings in a re-analysis of a dataset from primary GBM. Cell-, gene-, and pathway-level analyses of the tumor microenvironment in the NE region reveal relative downregulation of tumor-mediated neovascularization and cell-mediated immune response, but increased glioma-to-nonpathological cell interactions. Conclusions. This comprehensive analysis illustrates differing tumor and nontumor landscapes of CE and NE regions in high-grade gliomas, highlighting the NE region as an area harboring likely initiators of recurrence in a pro-tumor microenvironment and identifying possible targets for future design of NE-specific adjuvant therapy. These findings also support the aggressive approach to resection of tumor-bearing NE regions.

AB - Background. Non-enhancing (NE) infiltrating tumor cells beyond the contrast-enhancing (CE) bulk of tumor are potential propagators of recurrence after gross total resection of high-grade glioma. Methods. We leveraged single-nucleus RNA sequencing on 15 specimens from recurrent high-grade gliomas (n = 5) to compare prospectively identified biopsy specimens acquired from CE and NE regions. Additionally, 24 CE and 22 NE biopsies had immunohistochemical staining to validate RNA findings. Results. Tumor cells in NE regions are enriched in neural progenitor cell-like cellular states, while CE regions are enriched in mesenchymal-like states. NE glioma cells have similar proportions of proliferative and putative glioma stem cells relative to CE regions, without significant differences in % Ki-67 staining.Tumor cells in NE regions exhibit upregulation of genes previously associated with lower grade gliomas. Our findings in recurrent GBM paralleled some of the findings in a re-analysis of a dataset from primary GBM. Cell-, gene-, and pathway-level analyses of the tumor microenvironment in the NE region reveal relative downregulation of tumor-mediated neovascularization and cell-mediated immune response, but increased glioma-to-nonpathological cell interactions. Conclusions. This comprehensive analysis illustrates differing tumor and nontumor landscapes of CE and NE regions in high-grade gliomas, highlighting the NE region as an area harboring likely initiators of recurrence in a pro-tumor microenvironment and identifying possible targets for future design of NE-specific adjuvant therapy. These findings also support the aggressive approach to resection of tumor-bearing NE regions.

KW - contrast enhancing

KW - glioblastoma

KW - magnetic resonance imaging

KW - non-enhancing

U2 - 10.1093/noajnl/vdae005

DO - 10.1093/noajnl/vdae005

M3 - Journal article

AN - SCOPUS:85186078637

VL - 6

JO - Neuro-Oncology Advances

JF - Neuro-Oncology Advances

SN - 2632-2498

IS - 1

M1 - vdae005

ER -

ID: 384616965