The Hallmarks of Glioblastoma: Functional Interplay Between Long Non-Coding RNAs and RNA-Binding Proteins
Abstract
1. Introduction
2. Sustained Proliferation
3. Angiogenesis
4. Invasion
5. Metabolic Alteration
6. Phenotypic Plasticity
7. Therapeutic Resistance
7.1. Chemoresistance
7.2. Radioresistance
8. Immune Evasion
9. Therapeutic Targeting of lncRNA-RBPs
9.1. Antisense Oligonucleotides
9.2. Small-Molecule Inhibitors
9.3. Proteolysis-Targeting Chimeras
10. Conclusions and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| 2′-O-Me | 2′-O-methyl |
| 2′-MOE | 2′-O-methoxyethyl |
| AC-like | astrocyte-like |
| ACTN4 | actinin alpha 4 |
| ADAR | adenosine deaminase acting on RNA |
| ASO | antisense oligonucleotide |
| ATXN8OS | ataxin-8 opposite strand |
| BBB | blood–brain barrier |
| BTB | blood-tumor barrier |
| CASC9 | cancer susceptibility candidate 9 |
| CBP | CREB-binding protein |
| CBX3 | chromobox 3 |
| CCND1 | cyclin D1 |
| CDK | cyclin-dependent kinase |
| ceRNA | competing endogenous RNA |
| DANCR | differentiation antagonizing non-protein coding RNA |
| DARS-AS1 | DARS1 antisense RNA 1 |
| DHX9 | ATP-dependent RNA helicase A |
| DSB | double-strand break |
| ECM | extracellular matrix |
| EGR3 | early growth response 3 |
| EIF4A3 | eukaryotic translation initiation factor 4A3 |
| FBXL19-AS1 | FBXL19 antisense RNA 1 |
| FGFR1 | fibroblast growth factor receptor 1 |
| FOXK1 | forkhead box K1 |
| GBM | glioblastoma |
| GLUT | glucose transporters |
| GLS2 | glutaminase 2 |
| GSC | glioma stem cells |
| HCG15 | human leukocyte antigen complex group 15 |
| HDAC | histone deacetylase |
| HIF-1α | hypoxia-inducible factor-1α |
| HIF1A-AS2 | hypoxia-inducible factor 1 alpha-antisense RNA 2 |
| HK | hexokinase |
| HMGA1 | high mobility group AT-hook 1 |
| hnRNP | heterogeneous nuclear ribonucleoprotein |
| HOTAIRM1 | HOXA transcript antisense RNA, myeloid-specific 1 |
| HR | homologous recombination |
| HuR | human antigen R |
| IGF2BP2 | insulin-like growth factor 2 mRNA-binding protein 2 |
| IGFBP2 | insulin-like growth factor binding protein 2 |
| INCR1 | interferon-stimulated noncoding RNA 1 |
| IRF6 | interferon regulatory factor 6 |
| Lin28A | lin-28 RNA-binding posttranscriptional regulator A |
| LIN28B | lin-28 homolog B |
| LINC00707 | long intergenic non-coding RNA 707 |
| LNA | locked nucleic acid |
| lncRNAs | long non-coding RNAs |
| LOXL1-AS1 | LOXL1 antisense RNA 1 |
| LUCAT1 | lung cancer-associated transcript 1 |
| MALAT1 | metastasis-associated lung adenocarcinoma transcript 1 |
| MDSCs | myeloid-derived suppressor cells |
| MES-like | mesenchymal-like |
| METTL3 | methyltransferase-like 3 |
| MIR155HG | MIR155 host gene |
| MIR210HG | MIR210 host gene |
| MIR222HG | miR222/221 cluster host gene |
| MMP | matrix metalloproteinase |
| MSI2 | Musashi RNA-binding protein 2 |
| NEAT1 | nuclear paraspeckle assembly transcript 1 |
| NONO | non-POU domain containing octamer binding |
| NPC-like | neural-progenitor-like |
| OCT1 | POU class 2 homeobox 1 |
| OIP5-AS1 | OIP5 antisense RNA 1 |
| OPC-like | oligodendrocyte-progenitor-like |
| OS | overall survival |
| PABPC5 | poly(A)-binding protein cytoplasmic 5 |
| PD-1 | programmed cell death 1 |
| PD-L1 | CD274 molecule |
| PFS | progression-free survival |
| PID1 | phosphotyrosine interaction domain containing 1 |
| PKM2 | pyruvate kinase M2 |
| PKP2 | plakophilin 2 |
| PMT | proneural-to-mesenchymal transition |
| Pol II | RNA polymerase II |
| PROTAC | proteolysis-targeting chimeras |
| PS | phosphorothioate |
| PTBP1 | polypyrimidine tract-binding protein 1 |
| PTRF | polymerase I and transcript release factor |
| RBD | RNA-binding domains |
| RBPs | RNA-binding proteins |
| rG4 | RNA G-quadruplex |
| RIBOTAC | ribonuclease-targeting chimera |
| RMRP | RNA component of the mitochondrial RNA processing endoribonuclease |
| ROS | reactive oxygen species |
| RTN4 | reticulon 4 |
| SChLAP1 | SWI/SNF complex antagonist associated with prostate cancer 1 |
| SHCBP1 | SHC binding and spindle-associated 1 |
| SNHG14 | small nucleolar RNA host gene 14 |
| SNHG20 | small nucleolar RNA host gene 20 |
| SPI1 | spi-1 proto-oncogene |
| SRSF1 | serine and arginine-rich splicing factor 1 |
| STAU1 | Staufen double-stranded RNA binding protein 1 |
| SUMO | small ubiquitin-like modifier |
| TAM | tumor-associated macrophages |
| TCA | tricarboxylic acid |
| TIAR | TIA1-related protein |
| TME | tumor microenvironment |
| TMZ | temozolomide |
| Tregs | regulatory T cells |
| TTF | tumor-treating fields |
| TTN-AS1 | TTN antisense RNA 1 |
| UPF1 | UPF1 RNA helicase and ATPase |
| VHL | von Hippel–Lindau |
| VM | vasculogenic mimicry |
| YBX1 | Y-box binding protein 1 |
| YWHAE | tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein epsilon |
| ZHX2 | zinc fingers and homeoboxes 2 |
| Zic4 | zinc family zinc finger 4 |
| ZNF331 | zinc-finger protein 331 |
| ZNRF3 | zinc and ring finger 3 |
| ZRANB2 | zinc finger RANBP2-type containing 2 |
References
- Louis, D.N.; Perry, A.; Wesseling, P.; Brat, D.J.; Cree, I.A.; Figarella-Branger, D.; Hawkins, C.; Ng, H.K.; Pfister, S.M.; Reifenberger, G.; et al. The 2021 WHO Classification of Tumors of the Central Nervous System: A summary. Neuro Oncol. 2021, 23, 1231–1251. [Google Scholar] [CrossRef] [PubMed]
- Verhaak, R.G.; Hoadley, K.A.; Purdom, E.; Wang, V.; Qi, Y.; Wilkerson, M.D.; Miller, C.R.; Ding, L.; Golub, T.; Mesirov, J.P.; et al. Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell 2010, 17, 98–110. [Google Scholar] [CrossRef] [PubMed]
- Wen, P.Y.; Kesari, S. Malignant gliomas in adults. N. Engl. J. Med. 2008, 359, 492–507. [Google Scholar] [CrossRef] [PubMed]
- Hanahan, D. Hallmarks of Cancer: New Dimensions. Cancer Discov. 2022, 12, 31–46. [Google Scholar] [CrossRef] [PubMed]
- Hanahan, D.; Weinberg, R.A. Hallmarks of cancer: The next generation. Cell 2011, 144, 646–674. [Google Scholar] [CrossRef] [PubMed]
- Torrisi, F.; Alberghina, C.; D’Aprile, S.; Pavone, A.M.; Longhitano, L.; Giallongo, S.; Tibullo, D.; Di Rosa, M.; Zappala, A.; Cammarata, F.P.; et al. The Hallmarks of Glioblastoma: Heterogeneity, Intercellular Crosstalk and Molecular Signature of Invasiveness and Progression. Biomedicines 2022, 10, 806. [Google Scholar] [CrossRef] [PubMed]
- Mattick, J.S.; Amaral, P.P.; Carninci, P.; Carpenter, S.; Chang, H.Y.; Chen, L.L.; Chen, R.; Dean, C.; Dinger, M.E.; Fitzgerald, K.A.; et al. Long non-coding RNAs: Definitions, functions, challenges and recommendations. Nat. Rev. Mol. Cell Biol. 2023, 24, 430–447. [Google Scholar] [CrossRef] [PubMed]
- Lamping, J.P.; Krebber, H. The hidden power of antisense long non-coding RNAs: A dive into a novel regulatory layer mediated by double-stranded RNA formation. RNA Biol. 2025, 22, 1–16. [Google Scholar] [CrossRef] [PubMed]
- Derrien, T.; Johnson, R.; Bussotti, G.; Tanzer, A.; Djebali, S.; Tilgner, H.; Guernec, G.; Martin, D.; Merkel, A.; Knowles, D.G.; et al. The GENCODE v7 catalog of human long noncoding RNAs: Analysis of their gene structure, evolution, and expression. Genome Res. 2012, 22, 1775–1789. [Google Scholar] [CrossRef] [PubMed]
- Fang, S.; Zhang, L.; Guo, J.; Niu, Y.; Wu, Y.; Li, H.; Zhao, L.; Li, X.; Teng, X.; Sun, X.; et al. NONCODEV5: A comprehensive annotation database for long non-coding RNAs. Nucleic Acids Res. 2018, 46, D308–D314. [Google Scholar] [CrossRef] [PubMed]
- Uszczynska-Ratajczak, B.; Lagarde, J.; Frankish, A.; Guigo, R.; Johnson, R. Towards a complete map of the human long non-coding RNA transcriptome. Nat. Rev. Genet. 2018, 19, 535–548. [Google Scholar] [CrossRef] [PubMed]
- Hahn, M.W.; Wray, G.A. The g-value paradox. Evol. Dev. 2002, 4, 73–75. [Google Scholar] [CrossRef] [PubMed]
- Mattick, J.S. A new paradigm for developmental biology. J. Exp. Biol. 2007, 210, 1526–1547. [Google Scholar] [CrossRef] [PubMed]
- Bhan, A.; Soleimani, M.; Mandal, S.S. Long Noncoding RNA and Cancer: A New Paradigm. Cancer Res. 2017, 77, 3965–3981. [Google Scholar] [CrossRef] [PubMed]
- Du, Z.; Fei, T.; Verhaak, R.G.; Su, Z.; Zhang, Y.; Brown, M.; Chen, Y.; Liu, X.S. Integrative genomic analyses reveal clinically relevant long noncoding RNAs in human cancer. Nat. Struct. Mol. Biol. 2013, 20, 908–913. [Google Scholar] [CrossRef] [PubMed]
- Statello, L.; Guo, C.J.; Chen, L.L.; Huarte, M. Gene regulation by long non-coding RNAs and its biological functions. Nat. Rev. Mol. Cell Biol. 2021, 22, 96–118. [Google Scholar] [CrossRef] [PubMed]
- Schmitt, A.M.; Chang, H.Y. Long Noncoding RNAs in Cancer Pathways. Cancer Cell 2016, 29, 452–463. [Google Scholar] [CrossRef] [PubMed]
- Peng, Z.; Liu, C.; Wu, M. New insights into long noncoding RNAs and their roles in glioma. Mol. Cancer 2018, 17, 61. [Google Scholar] [CrossRef] [PubMed]
- Rezaei, O.; Tamizkar, K.H.; Sharifi, G.; Taheri, M.; Ghafouri-Fard, S. Emerging Role of Long Non-Coding RNAs in the Pathobiology of Glioblastoma. Front. Oncol. 2020, 10, 625884. [Google Scholar] [CrossRef] [PubMed]
- Villa, G.R.; Chiocca, E.A. The Role of Long Noncoding Ribonucleic Acids in Glioblastoma: What the Neurosurgeon Should Know. Neurosurgery 2023, 92, 1104–1111. [Google Scholar] [CrossRef] [PubMed]
- Mineo, M.; Ricklefs, F.; Rooj, A.K.; Lyons, S.M.; Ivanov, P.; Ansari, K.I.; Nakano, I.; Chiocca, E.A.; Godlewski, J.; Bronisz, A. The Long Non-coding RNA HIF1A-AS2 Facilitates the Maintenance of Mesenchymal Glioblastoma Stem-like Cells in Hypoxic Niches. Cell Rep. 2016, 15, 2500–2509. [Google Scholar] [CrossRef] [PubMed]
- Denaro, N.; Merlano, M.C.; Lo Nigro, C. Long noncoding RNAs as regulators of cancer immunity. Mol. Oncol. 2019, 13, 61–73. [Google Scholar] [CrossRef] [PubMed]
- Meza-Sosa, K.F.; Miao, R.; Navarro, F.; Zhang, Z.; Zhang, Y.; Hu, J.J.; Hartford, C.C.R.; Li, X.L.; Pedraza-Alva, G.; Perez-Martinez, L.; et al. SPARCLE, a p53-induced lncRNA, controls apoptosis after genotoxic stress by promoting PARP-1 cleavage. Mol. Cell 2022, 82, 785–802.e10. [Google Scholar] [CrossRef] [PubMed]
- Sun, X.; Haider Ali, M.S.S.; Moran, M. The role of interactions of long non-coding RNAs and heterogeneous nuclear ribonucleoproteins in regulating cellular functions. Biochem. J. 2017, 474, 2925–2935. [Google Scholar] [CrossRef] [PubMed]
- Yao, Z.T.; Yang, Y.M.; Sun, M.M.; He, Y.; Liao, L.; Chen, K.S.; Li, B. New insights into the interplay between long non-coding RNAs and RNA-binding proteins in cancer. Cancer Commun. 2022, 42, 117–140. [Google Scholar] [CrossRef] [PubMed]
- Gebauer, F.; Schwarzl, T.; Valcarcel, J.; Hentze, M.W. RNA-binding proteins in human genetic disease. Nat. Rev. Genet. 2021, 22, 185–198. [Google Scholar] [CrossRef] [PubMed]
- Ji, J.; Xu, R.; Ding, K.; Bao, G.; Zhang, X.; Huang, B.; Wang, X.; Martinez, A.; Wang, X.; Li, G.; et al. Long Noncoding RNA SChLAP1 Forms a Growth-Promoting Complex with HNRNPL in Human Glioblastoma through Stabilization of ACTN4 and Activation of NF-kappaB Signaling. Clin. Cancer Res. 2019, 25, 6868–6881. [Google Scholar] [CrossRef] [PubMed]
- Ji, X.; Liu, Z.; Gao, J.; Bing, X.; He, D.; Liu, W.; Wang, Y.; Wei, Y.; Yin, X.; Zhang, F.; et al. N(6)-Methyladenosine-modified lncRNA LINREP promotes Glioblastoma progression by recruiting the PTBP1/HuR complex. Cell Death Differ. 2023, 30, 54–68. [Google Scholar] [CrossRef] [PubMed]
- Cai, H.; Yu, Y.; Ni, X.; Li, C.; Hu, Y.; Wang, J.; Chen, F.; Xi, S.; Chen, Z. LncRNA LINC00998 inhibits the malignant glioma phenotype via the CBX3-mediated c-Met/Akt/mTOR axis. Cell Death Dis. 2020, 11, 1032. [Google Scholar] [CrossRef] [PubMed]
- Zhou, X.; Li, X.; Yu, L.; Wang, R.; Hua, D.; Shi, C.; Sun, C.; Luo, W.; Rao, C.; Jiang, Z.; et al. The RNA-binding protein SRSF1 is a key cell cycle regulator via stabilizing NEAT1 in glioma. Int. J. Biochem. Cell Biol. 2019, 113, 75–86. [Google Scholar] [CrossRef] [PubMed]
- Tang, W.; Wang, D.; Shao, L.; Liu, X.; Zheng, J.; Xue, Y.; Ruan, X.; Yang, C.; Liu, L.; Ma, J.; et al. LINC00680 and TTN-AS1 Stabilized by EIF4A3 Promoted Malignant Biological Behaviors of Glioblastoma Cells. Mol. Ther. Nucleic Acids 2020, 19, 905–921. [Google Scholar] [CrossRef] [PubMed]
- Shao, L.; He, Q.; Liu, Y.; Liu, X.; Zheng, J.; Ma, J.; Liu, L.; Li, H.; Li, Z.; Xue, Y. UPF1 regulates the malignant biological behaviors of glioblastoma cells via enhancing the stability of Linc-00313. Cell Death Dis. 2019, 10, 629. [Google Scholar] [CrossRef] [PubMed]
- Wu, Z.; Wei, N. METTL3-mediated HOTAIRM1 promotes vasculogenic mimicry icontributionsn glioma via regulating IGFBP2 expression. J. Transl. Med. 2023, 21, 855. [Google Scholar] [CrossRef] [PubMed]
- Li, H.; Wang, D.; Yi, B.; Cai, H.; Wang, Y.; Lou, X.; Xi, Z.; Li, Z. SUMOylation of IGF2BP2 promotes vasculogenic mimicry of glioma via regulating OIP5-AS1/miR-495-3p axis. Int. J. Biol. Sci. 2021, 17, 2912–2930. [Google Scholar] [CrossRef] [PubMed]
- Wang, X.; Li, X.; Zhou, Y.; Huang, X.; Jiang, X. Long non-coding RNA OIP5-AS1 inhibition upregulates microRNA-129-5p to repress resistance to temozolomide in glioblastoma cells via downregulating IGF2BP2. Cell Biol. Toxicol. 2022, 38, 963–977. [Google Scholar] [CrossRef] [PubMed]
- Li, X.; Xue, Y.; Liu, X.; Zheng, J.; Shen, S.; Yang, C.; Chen, J.; Li, Z.; Liu, L.; Ma, J.; et al. ZRANB2/SNHG20/FOXK1 Axis regulates Vasculogenic mimicry formation in glioma. J. Exp. Clin. Cancer Res. 2019, 38, 68. [Google Scholar] [CrossRef] [PubMed]
- Jing, F.; Ruan, X.; Liu, X.; Yang, C.; Wang, D.; Zheng, J.; Xue, Y.; Shen, S.; Shao, L.; Yang, Y.; et al. The PABPC5/HCG15/ZNF331 Feedback Loop Regulates Vasculogenic Mimicry of Glioma via STAU1-Mediated mRNA Decay. Mol. Ther. Oncolytics 2020, 17, 216–231. [Google Scholar] [CrossRef] [PubMed]
- Yi, B.; Li, H.; Cai, H.; Lou, X.; Yu, M.; Li, Z. LOXL1-AS1 communicating with TIAR modulates vasculogenic mimicry in glioma via regulation of the miR-374b-5p/MMP14 axis. J. Cell. Mol. Med. 2022, 26, 475–490. [Google Scholar] [CrossRef] [PubMed]
- Yu, S.; Ruan, X.; Liu, X.; Zhang, F.; Wang, D.; Liu, Y.; Yang, C.; Shao, L.; Liu, Q.; Zhu, L.; et al. HNRNPD interacts with ZHX2 regulating the vasculogenic mimicry formation of glioma cells via linc00707/miR-651-3p/SP2 axis. Cell Death Dis. 2021, 12, 153. [Google Scholar] [CrossRef] [PubMed]
- Huang, H.; Shah, H.; Hao, J.; Lin, J.; Prayson, R.A.; Xie, L.; Bao, S.; Chakraborty, A.A.; Jankowsky, E.; Zhao, J.; et al. Long non-coding RNA lung cancer-associated transcript-1 promotes glioblastoma progression by enhancing Hypoxia-inducible factor 1 alpha activity. Neuro Oncol. 2024, 26, 1388–1401. [Google Scholar] [CrossRef] [PubMed]
- Lu, J.; Liu, X.; Zheng, J.; Song, J.; Liu, Y.; Ruan, X.; Shen, S.; Shao, L.; Yang, C.; Wang, D.; et al. Lin28A promotes IRF6-regulated aerobic glycolysis in glioma cells by stabilizing SNHG14. Cell Death Dis. 2020, 11, 447. [Google Scholar] [CrossRef] [PubMed]
- Liu, H.; Qin, S.; Liu, C.; Jiang, L.; Li, C.; Yang, J.; Zhang, S.; Yan, Z.; Liu, X.; Yang, J.; et al. m(6)A reader IGF2BP2-stabilized CASC9 accelerates glioblastoma aerobic glycolysis by enhancing HK2 mRNA stability. Cell Death Discov. 2021, 7, 292. [Google Scholar] [CrossRef] [PubMed]
- Liu, C.; Zhang, Y.; She, X.; Fan, L.; Li, P.; Feng, J.; Fu, H.; Liu, Q.; Liu, Q.; Zhao, C.; et al. A cytoplasmic long noncoding RNA LINC00470 as a new AKT activator to mediate glioblastoma cell autophagy. J. Hematol. Oncol. 2018, 11, 77. [Google Scholar] [CrossRef] [PubMed]
- Tang, G.; Luo, L.; Zhang, J.; Zhai, D.; Huang, D.; Yin, J.; Zhou, Q.; Zhang, Q.; Zheng, G. lncRNA LINC01057 promotes mesenchymal differentiation by activating NF-kappaB signaling in glioblastoma. Cancer Lett. 2021, 498, 152–164. [Google Scholar] [CrossRef] [PubMed]
- Fan, Y.; Gao, Z.; Xu, J.; Wang, H.; Guo, Q.; Li, B.; Li, M.; Xu, H.; Qi, Y.; Zhao, S.; et al. SPI1-mediated MIR222HG transcription promotes proneural-to-mesenchymal transition of glioma stem cells and immunosuppressive polarization of macrophages. Theranostics 2023, 13, 3310–3329. [Google Scholar] [CrossRef] [PubMed]
- He, X.; Sheng, J.; Yu, W.; Wang, K.; Zhu, S.; Liu, Q. LncRNA MIR155HG Promotes Temozolomide Resistance by Activating the Wnt/beta-Catenin Pathway Via Binding to PTBP1 in Glioma. Cell. Mol. Neurobiol. 2021, 41, 1271–1284. [Google Scholar] [CrossRef] [PubMed]
- Liu, T.; Hu, J.; Han, B.; Tan, S.; Jia, W.; Xin, Y. A positive feedback loop of lncRNA-RMRP/ZNRF3 axis and Wnt/beta-catenin signaling regulates the progression and temozolomide resistance in glioma. Cell Death Dis. 2021, 12, 952. [Google Scholar] [CrossRef] [PubMed]
- Han, J.; Yu, X.; Wang, S.; Wang, Y.; Liu, Q.; Xu, H.; Wang, X. IGF2BP2 Induces U251 Glioblastoma Cell Chemoresistance by Inhibiting FOXO1-Mediated PID1 Expression Through Stabilizing lncRNA DANCR. Front. Cell Dev. Biol. 2021, 9, 659228. [Google Scholar] [CrossRef] [PubMed]
- Luo, J.; Bai, R.; Liu, Y.; Bi, H.; Shi, X.; Qu, C. Long non-coding RNA ATXN8OS promotes ferroptosis and inhibits the temozolomide-resistance of gliomas through the ADAR/GLS2 pathway. Brain Res. Bull. 2022, 186, 27–37. [Google Scholar] [CrossRef] [PubMed]
- Yuan, S.; Yan, Q.; Zhao, Z.Y.; Zhang, J.L.; Zhang, H.; Yin, H.; Yuan, Z. STAT3-mediated upregulation of LINC00520 contributed to temozolomide chemoresistance in glioblastoma by interacting with RNA-binding protein LIN28B. Cancer Cell Int. 2022, 22, 248. [Google Scholar] [CrossRef] [PubMed]
- Zheng, C.; Wei, Y.; Zhang, Q.; Sun, M.; Wang, Y.; Hou, J.; Zhang, P.; Lv, X.; Su, D.; Jiang, Y.; et al. Multiomics analyses reveal DARS1-AS1/YBX1-controlled posttranscriptional circuits promoting glioblastoma tumorigenesis/radioresistance. Sci. Adv. 2023, 9, eadf3984. [Google Scholar] [CrossRef] [PubMed]
- Yin, J.; Ding, F.; Cheng, Z.; Ge, X.; Li, Y.; Zeng, A.; Zhang, J.; Yan, W.; Shi, Z.; Qian, X.; et al. METTL3-mediated m6A modification of LINC00839 maintains glioma stem cells and radiation resistance by activating Wnt/beta-catenin signaling. Cell Death Dis. 2023, 14, 417. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.; Wu, P.; Su, R.; Xue, Y.; Yang, C.; Wang, D.; Ruan, X.; Zheng, J.; Yang, Y.; Li, Z.; et al. IGF2BP2 stabilized FBXL19-AS1 regulates the blood-tumour barrier permeability by negatively regulating ZNF765 by STAU1-mediated mRNA decay. RNA Biol. 2020, 17, 1777–1788. [Google Scholar] [CrossRef] [PubMed]
- Zhang, C.; Zhang, X.; Wang, J.; Di, F.; Xue, Y.; Lin, X.; Zhang, Y.; Zhang, H.; Zhang, Z.; Gu, Y. Lnc00462717 regulates the permeability of the blood-brain tumor barrier through interaction with PTBP1 to inhibit the miR-186-5p/Occludin signaling pathway. FASEB J. 2020, 34, 9941–9958. [Google Scholar] [CrossRef] [PubMed]
- Mineo, M.; Lyons, S.M.; Zdioruk, M.; von Spreckelsen, N.; Ferrer-Luna, R.; Ito, H.; Alayo, Q.A.; Kharel, P.; Giantini Larsen, A.; Fan, W.Y.; et al. Tumor Interferon Signaling Is Regulated by a lncRNA INCR1 Transcribed from the PD-L1 Locus. Mol. Cell 2020, 78, 1207–1223 e1208. [Google Scholar] [CrossRef] [PubMed]
- Yi, K.; Cui, X.; Liu, X.; Wang, Y.; Zhao, J.; Yang, S.; Xu, C.; Yang, E.; Xiao, M.; Hong, B.; et al. PTRF/Cavin-1 as a Novel RNA-Binding Protein Expedites the NF-kappaB/PD-L1 Axis by Stabilizing lncRNA NEAT1, Contributing to Tumorigenesis and Immune Evasion in Glioblastoma. Front. Immunol. 2021, 12, 802795. [Google Scholar] [CrossRef] [PubMed]
- Hanahan, D.; Weinberg, R.A. The hallmarks of cancer. Cell 2000, 100, 57–70. [Google Scholar] [CrossRef] [PubMed]
- Schaff, L.R.; Mellinghoff, I.K. Glioblastoma and Other Primary Brain Malignancies in Adults: A Review. JAMA 2023, 329, 574–587. [Google Scholar] [CrossRef] [PubMed]
- van den Bent, M.J.; Geurts, M.; French, P.J.; Smits, M.; Capper, D.; Bromberg, J.E.C.; Chang, S.M. Primary brain tumours in adults. Lancet 2023, 402, 1564–1579. [Google Scholar] [CrossRef] [PubMed]
- Matthews, H.K.; Bertoli, C.; de Bruin, R.A.M. Cell cycle control in cancer. Nat. Rev. Mol. Cell Biol. 2022, 23, 74–88. [Google Scholar] [CrossRef] [PubMed]
- Arimoto, K.; Burkart, C.; Yan, M.; Ran, D.; Weng, S.; Zhang, D.E. Plakophilin-2 promotes tumor development by enhancing ligand-dependent and -independent epidermal growth factor receptor dimerization and activation. Mol. Cell. Biol. 2014, 34, 3843–3854. [Google Scholar] [CrossRef] [PubMed]
- Park, J.H.; Lee, H.K. Current Understanding of Hypoxia in Glioblastoma Multiforme and Its Response to Immunotherapy. Cancers 2022, 14, 1176. [Google Scholar] [CrossRef] [PubMed]
- Colwell, N.; Larion, M.; Giles, A.J.; Seldomridge, A.N.; Sizdahkhani, S.; Gilbert, M.R.; Park, D.M. Hypoxia in the glioblastoma microenvironment: Shaping the phenotype of cancer stem-like cells. Neuro Oncol. 2017, 19, 887–896. [Google Scholar] [CrossRef] [PubMed]
- Ho, K.H.; Shih, C.M.; Liu, A.J.; Chen, K.C. Hypoxia-inducible lncRNA MIR210HG interacting with OCT1 is involved in glioblastoma multiforme malignancy. Cancer Sci. 2022, 113, 540–552. [Google Scholar] [CrossRef] [PubMed]
- Wu, D.; Chen, Q.; Chen, X.; Han, F.; Chen, Z.; Wang, Y. The blood-brain barrier: Structure, regulation, and drug delivery. Signal Transduct. Target. Ther. 2023, 8, 217. [Google Scholar] [CrossRef] [PubMed]
- Arvanitis, C.D.; Ferraro, G.B.; Jain, R.K. The blood-brain barrier and blood-tumour barrier in brain tumours and metastases. Nat. Rev. Cancer 2020, 20, 26–41. [Google Scholar] [CrossRef] [PubMed]
- Ballato, M.; Germana, E.; Ricciardi, G.; Giordano, W.G.; Tralongo, P.; Buccarelli, M.; Castellani, G.; Ricci-Vitiani, L.; D’Alessandris, Q.G.; Giuffre, G.; et al. Understanding Neovascularization in Glioblastoma: Insights from the Current Literature. Int. J. Mol. Sci. 2025, 26, 2763. [Google Scholar] [CrossRef] [PubMed]
- Chinot, O.L.; Wick, W.; Mason, W.; Henriksson, R.; Saran, F.; Nishikawa, R.; Carpentier, A.F.; Hoang-Xuan, K.; Kavan, P.; Cernea, D.; et al. Bevacizumab plus radiotherapy-temozolomide for newly diagnosed glioblastoma. N. Engl. J. Med. 2014, 370, 709–722. [Google Scholar] [CrossRef] [PubMed]
- Gilbert, M.R.; Dignam, J.J.; Armstrong, T.S.; Wefel, J.S.; Blumenthal, D.T.; Vogelbaum, M.A.; Colman, H.; Chakravarti, A.; Pugh, S.; Won, M.; et al. A randomized trial of bevacizumab for newly diagnosed glioblastoma. N. Engl. J. Med. 2014, 370, 699–708. [Google Scholar] [CrossRef] [PubMed]
- Motamed-Sanaye, A.; Mortezaei, A.; Afshari, A.R.; Saadatian, Z.; Faraji, A.H.; Sheehan, J.P.; Mokhtari, A.M. Angiogenesis inhibitors effects on overall survival and progression-free survival in newly diagnosed primary glioblastoma multiforme: A meta-analysis of twelve randomized clinical trials. J. Neurooncol. 2025, 171, 313–328. [Google Scholar] [CrossRef] [PubMed]
- So, J.S.; Kim, H.; Han, K.S. Mechanisms of Invasion in Glioblastoma: Extracellular Matrix, Ca(2+) Signaling, and Glutamate. Front. Cell. Neurosci. 2021, 15, 663092. [Google Scholar] [CrossRef] [PubMed]
- Doroszko, M.; Stockgard, R.; Uppman, I.; Heinold, J.; Voukelatou, F.; Mangukiya, H.B.; Millner, T.O.; Skeppas, M.; Ballester Bravo, M.; Elgendy, R.; et al. The invasion phenotypes of glioblastoma depend on plastic and reprogrammable cell states. Nat. Commun. 2025, 16, 6662. [Google Scholar] [CrossRef] [PubMed]
- Percuoco, V.; Herlin, E.; Prada, F.; Riva, M.; Pessina, F.; Staartjes, V.E.; Della Pepa, G.M.; Menna, G. Glioblastoma invasion patterns from a clinical perspective-a systematic review. Neurosurg. Rev. 2024, 47, 864. [Google Scholar] [CrossRef] [PubMed]
- Friedl, P.; Alexander, S. Cancer invasion and the microenvironment: Plasticity and reciprocity. Cell 2011, 147, 992–1009. [Google Scholar] [CrossRef] [PubMed]
- Kwiatkowska, A.; Symons, M. Signaling Determinants of Glioma Cell Invasion. Adv. Exp. Med. Biol. 2020, 1202, 129–149. [Google Scholar] [CrossRef] [PubMed]
- Siddhartha, R.; Garg, M. Interplay Between Extracellular Matrix Remodeling and Angiogenesis in Tumor Ecosystem. Mol. Cancer Ther. 2023, 22, 291–305. [Google Scholar] [CrossRef] [PubMed]
- Cortes Ballen, A.I.; Amosu, M.; Ravinder, S.; Chan, J.; Derin, E.; Slika, H.; Tyler, B. Metabolic Reprogramming in Glioblastoma Multiforme: A Review of Pathways and Therapeutic Targets. Cells 2024, 13, 1574. [Google Scholar] [CrossRef] [PubMed]
- Vander Heiden, M.G.; Cantley, L.C.; Thompson, C.B. Understanding the Warburg effect: The metabolic requirements of cell proliferation. Science 2009, 324, 1029–1033. [Google Scholar] [CrossRef] [PubMed]
- Restall, I.J.; Cseh, O.; Richards, L.M.; Pugh, T.J.; Luchman, H.A.; Weiss, S. Brain Tumor Stem Cell Dependence on Glutaminase Reveals a Metabolic Vulnerability through the Amino Acid Deprivation Response Pathway. Cancer Res. 2020, 80, 5478–5490. [Google Scholar] [CrossRef] [PubMed]
- Guo, D.; Bell, E.H.; Chakravarti, A. Lipid metabolism emerges as a promising target for malignant glioma therapy. CNS Oncol. 2013, 2, 289–299. [Google Scholar] [CrossRef] [PubMed]
- Wu, X.; Geng, F.; Cheng, X.; Guo, Q.; Zhong, Y.; Cloughesy, T.F.; Yong, W.H.; Chakravarti, A.; Guo, D. Lipid Droplets Maintain Energy Homeostasis and Glioblastoma Growth via Autophagic Release of Stored Fatty Acids. iScience 2020, 23, 101569. [Google Scholar] [CrossRef] [PubMed]
- Taib, B.; Aboussalah, A.M.; Moniruzzaman, M.; Chen, S.; Haughey, N.J.; Kim, S.F.; Ahima, R.S. Lipid accumulation and oxidation in glioblastoma multiforme. Sci. Rep. 2019, 9, 19593. [Google Scholar] [CrossRef] [PubMed]
- Chinopoulos, C.; Seyfried, T.N. Mitochondrial Substrate-Level Phosphorylation as Energy Source for Glioblastoma: Review and Hypothesis. ASN Neuro 2018, 10, 1759091418818261. [Google Scholar] [CrossRef] [PubMed]
- Wu, W.; Wen, K. Research progress on the interaction between long non-coding RNAs and RNA-binding proteins to influence the reprogramming of tumor glucose metabolism (Review). Oncol. Rep. 2022, 48, 153. [Google Scholar] [CrossRef] [PubMed]
- Gao, M.; Huang, J.; Jiang, X.; Yuan, Y.; Pang, H.; Luo, S.; Wang, N.; Yao, C.; Lin, Z.; Pu, D.; et al. Regulation of aerobic glycolysis to decelerate tumor proliferation by small molecule inhibitors targeting glucose transporters. Protein Cell 2020, 11, 446–451. [Google Scholar] [CrossRef] [PubMed]
- David, C.J.; Chen, M.; Assanah, M.; Canoll, P.; Manley, J.L. HnRNP proteins controlled by c-Myc deregulate pyruvate kinase mRNA splicing in cancer. Nature 2010, 463, 364–368. [Google Scholar] [CrossRef] [PubMed]
- Cardenas, M.L.; Cornish-Bowden, A.; Ureta, T. Evolution and regulatory role of the hexokinases. Biochim. Biophys. Acta 1998, 1401, 242–264. [Google Scholar] [CrossRef] [PubMed]
- Wilson, J.E. Isozymes of mammalian hexokinase: Structure, subcellular localization and metabolic function. J. Exp. Biol. 2003, 206, 2049–2057. [Google Scholar] [CrossRef] [PubMed]
- Yadav, D.; Yadav, A.; Bhattacharya, S.; Dagar, A.; Kumar, V.; Rani, R. GLUT and HK: Two primary and essential key players in tumor glycolysis. Semin. Cancer Biol. 2024, 100, 17–27. [Google Scholar] [CrossRef] [PubMed]
- Xiao, T.; Wei, Z.; Wu, M. Glioblastoma cell plasticity: A new paradigm in glioblastoma therapeutic resistance. Biochim. Biophys. Acta Rev. Cancer 2026, 1881, 189557. [Google Scholar] [CrossRef] [PubMed]
- Guardia, G.D.A.; Correa, B.R.; Araujo, P.R.; Qiao, M.; Burns, S.; Penalva, L.O.F.; Galante, P.A.F. Proneural and mesenchymal glioma stem cells display major differences in splicing and lncRNA profiles. NPJ Genom. Med. 2020, 5, 2. [Google Scholar] [CrossRef] [PubMed]
- Reon, B.J.; Anaya, J.; Zhang, Y.; Mandell, J.; Purow, B.; Abounader, R.; Dutta, A. Expression of lncRNAs in Low-Grade Gliomas and Glioblastoma Multiforme: An In Silico Analysis. PLoS Med. 2016, 13, e1002192. [Google Scholar] [CrossRef] [PubMed]
- Neftel, C.; Laffy, J.; Filbin, M.G.; Hara, T.; Shore, M.E.; Rahme, G.J.; Richman, A.R.; Silverbush, D.; Shaw, M.L.; Hebert, C.M.; et al. An Integrative Model of Cellular States, Plasticity, and Genetics for Glioblastoma. Cell 2019, 178, 835–849.e21. [Google Scholar] [CrossRef] [PubMed]
- Greenwald, A.C.; Darnell, N.G.; Hoefflin, R.; Simkin, D.; Mount, C.W.; Gonzalez Castro, L.N.; Harnik, Y.; Dumont, S.; Hirsch, D.; Nomura, M.; et al. Integrative spatial analysis reveals a multi-layered organization of glioblastoma. Cell 2024, 187, 2485–2501.e2426. [Google Scholar] [CrossRef] [PubMed]
- Xu, C.; Yang, J.; Xiong, H.; Cui, X.; Zhang, Y.; Gao, M.; He, L.; Fang, Q.; Han, C.; Liu, W.; et al. Machine learning and multi-omics analysis reveal key regulators of proneural-mesenchymal transition in glioblastoma. Sci. Rep. 2025, 15, 19731. [Google Scholar] [CrossRef] [PubMed]
- Liang, Q.; Guan, G.; Li, X.; Wei, C.; Wu, J.; Cheng, P.; Wu, A.; Cheng, W. Profiling pro-neural to mesenchymal transition identifies a lncRNA signature in glioma. J. Transl. Med. 2020, 18, 378. [Google Scholar] [CrossRef] [PubMed]
- Stupp, R.; Mason, W.P.; van den Bent, M.J.; Weller, M.; Fisher, B.; Taphoorn, M.J.; Belanger, K.; Brandes, A.A.; Marosi, C.; Bogdahn, U.; et al. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N. Engl. J. Med. 2005, 352, 987–996. [Google Scholar] [CrossRef] [PubMed]
- Lang, F.; Liu, Y.; Chou, F.J.; Yang, C. Genotoxic therapy and resistance mechanism in gliomas. Pharmacol. Ther. 2021, 228, 107922. [Google Scholar] [CrossRef] [PubMed]
- Chen, Y.; Ding, K.; Zheng, S.; Gao, S.; Xu, X.; Wu, H.; Zhou, F.; Wang, Y.; Xu, J.; Wang, C.; et al. Post-translational modifications in DNA damage repair: Mechanisms underlying temozolomide resistance in glioblastoma. Oncogene 2025, 44, 1781–1792. [Google Scholar] [CrossRef] [PubMed]
- Li, H.; Wu, Y.; Chen, Y.; Lv, J.; Qu, C.; Mei, T.; Zheng, Y.; Ye, C.; Li, F.; Ge, S.; et al. Overcoming temozolomide resistance in glioma: Recent advances and mechanistic insights. Acta Neuropathol. Commun. 2025, 13, 126. [Google Scholar] [CrossRef] [PubMed]
- Eckerdt, F.; Platanias, L.C. Emerging Role of Glioma Stem Cells in Mechanisms of Therapy Resistance. Cancers 2023, 15, 3458. [Google Scholar] [CrossRef] [PubMed]
- He, L.; Zhou, H.; Zeng, Z.; Yao, H.; Jiang, W.; Qu, H. Wnt/beta-catenin signaling cascade: A promising target for glioma therapy. J. Cell. Physiol. 2019, 234, 2217–2228. [Google Scholar] [CrossRef] [PubMed]
- Zhong, Z.; Virshup, D.M. Wnt Signaling and Drug Resistance in Cancer. Mol. Pharmacol. 2020, 97, 72–89. [Google Scholar] [CrossRef] [PubMed]
- Xu, J.; Ren, X.; Pathania, A.S.; Fernandez, G.E.; Tran, A.; Zhang, Y.; Moats, R.A.; Shackleford, G.M.; Erdreich-Epstein, A. PID1 increases chemotherapy-induced apoptosis in medulloblastoma and glioblastoma cells in a manner that involves NFkappaB. Sci. Rep. 2017, 7, 835. [Google Scholar] [CrossRef] [PubMed]
- Alexandrov, L.B.; Nik-Zainal, S.; Wedge, D.C.; Aparicio, S.A.; Behjati, S.; Biankin, A.V.; Bignell, G.R.; Bolli, N.; Borg, A.; Borresen-Dale, A.L.; et al. Signatures of mutational processes in human cancer. Nature 2013, 500, 415–421. [Google Scholar] [CrossRef] [PubMed]
- Nejo, T.; Yamamichi, A.; Almeida, N.D.; Goretsky, Y.E.; Okada, H. Tumor antigens in glioma. Semin. Immunol. 2020, 47, 101385. [Google Scholar] [CrossRef] [PubMed]
- Woroniecka, K.; Chongsathidkiet, P.; Rhodin, K.; Kemeny, H.; Dechant, C.; Farber, S.H.; Elsamadicy, A.A.; Cui, X.; Koyama, S.; Jackson, C.; et al. T-Cell Exhaustion Signatures Vary with Tumor Type and Are Severe in Glioblastoma. Clin. Cancer Res. 2018, 24, 4175–4186. [Google Scholar] [CrossRef] [PubMed]
- Chongsathidkiet, P.; Jackson, C.; Koyama, S.; Loebel, F.; Cui, X.; Farber, S.H.; Woroniecka, K.; Elsamadicy, A.A.; Dechant, C.A.; Kemeny, H.R.; et al. Sequestration of T cells in bone marrow in the setting of glioblastoma and other intracranial tumors. Nat. Med. 2018, 24, 1459–1468. [Google Scholar] [CrossRef] [PubMed]
- Himes, B.T.; Geiger, P.A.; Ayasoufi, K.; Bhargav, A.G.; Brown, D.A.; Parney, I.F. Immunosuppression in Glioblastoma: Current Understanding and Therapeutic Implications. Front. Oncol. 2021, 11, 770561. [Google Scholar] [CrossRef] [PubMed]
- Zhou, S.; Zhang, X.; Lin, J.; Ma, F.; Chen, H.; Chen, J.; Luan, X. Targeting immunosuppressive network in glioblastoma: Emerging strategies to overcome immunodeficiency and enhance therapeutic efficacy. Acta Pharm. Sin. B 2026, 16, 1272–1291. [Google Scholar] [CrossRef] [PubMed]
- El Andaloussi, A.; Lesniak, M.S. An increase in CD4+CD25+FOXP3+ regulatory T cells in tumor-infiltrating lymphocytes of human glioblastoma multiforme. Neuro Oncol. 2006, 8, 234–243. [Google Scholar] [CrossRef] [PubMed]
- Magri, S.; Musca, B.; Bonaudo, C.; Tushe, A.; Russo, M.G.; Masetto, E.; Zagonel, V.; Lombardi, G.; Della Puppa, A.; Mandruzzato, S. Sustained Accumulation of Blood-Derived Macrophages in the Immune Microenvironment of Patients with Recurrent Glioblastoma after Therapy. Cancers 2021, 13, 6178. [Google Scholar] [CrossRef] [PubMed]
- Pires-Afonso, Y.; Muller, A.; Grzyb, K.; Oudin, A.; Yabo, Y.A.; Sousa, C.; Scafidi, A.; Poli, A.; Cosma, A.; Halder, R.; et al. Elucidating tumour-associated microglia/macrophage diversity along glioblastoma progression and under ACOD1 deficiency. Mol. Oncol. 2022, 16, 3167–3191. [Google Scholar] [CrossRef] [PubMed]
- Jackson, C.M.; Choi, J.; Lim, M. Mechanisms of immunotherapy resistance: Lessons from glioblastoma. Nat. Immunol. 2019, 20, 1100–1109. [Google Scholar] [CrossRef] [PubMed]
- Reardon, D.A.; Brandes, A.A.; Omuro, A.; Mulholland, P.; Lim, M.; Wick, A.; Baehring, J.; Ahluwalia, M.S.; Roth, P.; Bahr, O.; et al. Effect of Nivolumab vs. Bevacizumab in Patients With Recurrent Glioblastoma: The CheckMate 143 Phase 3 Randomized Clinical Trial. JAMA Oncol. 2020, 6, 1003–1010. [Google Scholar] [CrossRef] [PubMed]
- Reardon, D.A.; Wucherpfennig, K.; Chiocca, E.A. Immunotherapy for glioblastoma: On the sidelines or in the game? Discov. Med. 2017, 24, 201–208. [Google Scholar] [PubMed]
- Omuro, A.; Vlahovic, G.; Lim, M.; Sahebjam, S.; Baehring, J.; Cloughesy, T.; Voloschin, A.; Ramkissoon, S.H.; Ligon, K.L.; Latek, R.; et al. Nivolumab with or without ipilimumab in patients with recurrent glioblastoma: Results from exploratory phase I cohorts of CheckMate 143. Neuro Oncol. 2018, 20, 674–686. [Google Scholar] [CrossRef] [PubMed]
- Chuntova, P.; Chow, F.; Watchmaker, P.B.; Galvez, M.; Heimberger, A.B.; Newell, E.W.; Diaz, A.; DePinho, R.A.; Li, M.O.; Wherry, E.J.; et al. Unique challenges for glioblastoma immunotherapy-discussions across neuro-oncology and non-neuro-oncology experts in cancer immunology. Meeting Report from the 2019 SNO Immuno-Oncology Think Tank. Neuro Oncol. 2021, 23, 356–375. [Google Scholar] [CrossRef] [PubMed]
- Gao, R.; Ruan, X.; Xue, Y.; Wang, P.; Wang, D.; E, T.; Liu, X.; Liu, L. The RNA-binding protein MSI2 controls blood-tumor barrier permeability via LINC00667-Mediated IRF6 mRNA decay. J. Biol. Chem. 2026, 302, 111208. [Google Scholar] [CrossRef] [PubMed]
- Zhang, M.; Hutter, G.; Kahn, S.A.; Azad, T.D.; Gholamin, S.; Xu, C.Y.; Liu, J.; Achrol, A.S.; Richard, C.; Sommerkamp, P.; et al. Anti-CD47 Treatment Stimulates Phagocytosis of Glioblastoma by M1 and M2 Polarized Macrophages and Promotes M1 Polarized Macrophages In Vivo. PLoS ONE 2016, 11, e0153550. [Google Scholar] [CrossRef] [PubMed]
- Hao, C.; Chen, G.; Zhao, H.; Li, Y.; Chen, J.; Zhang, H.; Li, S.; Zhao, Y.; Chen, F.; Li, W.; et al. PD-L1 Expression in Glioblastoma, the Clinical and Prognostic Significance: A Systematic Literature Review and Meta-Analysis. Front. Oncol. 2020, 10, 1015. [Google Scholar] [CrossRef] [PubMed]
- Sun, C.; Mezzadra, R.; Schumacher, T.N. Regulation and Function of the PD-L1 Checkpoint. Immunity 2018, 48, 434–452. [Google Scholar] [CrossRef] [PubMed]
- Takimoto, C.H.; Chao, M.P.; Gibbs, C.; McCamish, M.A.; Liu, J.; Chen, J.Y.; Majeti, R.; Weissman, I.L. The Macrophage ‘Do not eat me’ signal, CD47, is a clinically validated cancer immunotherapy target. Ann. Oncol. 2019, 30, 486–489. [Google Scholar] [CrossRef] [PubMed]
- Saini, S.; Gadet, J.; Freeman, G.J.; Chiocca, E.A.; Mineo, M. Improving IL12 immunotherapy in glioblastoma by targeting the long noncoding RNA INCR1. J. Neurooncol. 2025, 173, 205–216. [Google Scholar] [CrossRef] [PubMed]
- Betancur, P.A.; Abraham, B.J.; Yiu, Y.Y.; Willingham, S.B.; Khameneh, F.; Zarnegar, M.; Kuo, A.H.; McKenna, K.; Kojima, Y.; Leeper, N.J.; et al. A CD47-associated super-enhancer links pro-inflammatory signalling to CD47 upregulation in breast cancer. Nat. Commun. 2017, 8, 14802. [Google Scholar] [CrossRef] [PubMed]
- Pan, T.; Xie, D.K.; Li, J.; Qiang, Y.J.; Fan, S.Y.; Wang, T.T.; Han, Y.Y.; Zang, J.; Yang, Y.; Zhao, J.L.; et al. Glioma-Stem-Cell-Derived Exosomes Remodeled Glioma-Associated Macrophage via NEAT1/miR-125a/STAT3 Pathway. Cancers 2024, 16, 2500. [Google Scholar] [CrossRef] [PubMed]
- Wang, G.; Zhong, K.; Wang, Z.; Zhang, Z.; Tang, X.; Tong, A.; Zhou, L. Tumor-associated microglia and macrophages in glioblastoma: From basic insights to therapeutic opportunities. Front. Immunol. 2022, 13, 964898. [Google Scholar] [CrossRef] [PubMed]
- Toker, J.; Iorgulescu, J.B.; Ling, A.L.; Villa, G.R.; Gadet, J.; Parida, L.; Getz, G.; Wu, C.J.; Reardon, D.A.; Chiocca, E.A.; et al. Clinical Importance of the lncRNA NEAT1 in Cancer Patients Treated with Immune Checkpoint Inhibitors. Clin. Cancer Res. 2023, 29, 2226–2238. [Google Scholar] [CrossRef] [PubMed]
- Zhang, X.; Sun, X.; Guo, C.; Li, J.; Liang, G. Cancer-associated fibroblast-associated gene IGFBP2 promotes glioma progression through induction of M2 macrophage polarization. Am. J. Physiol. Cell Physiol. 2024, 326, C252–C268. [Google Scholar] [CrossRef] [PubMed]
- Liu, Y.; Song, C.; Shen, F.; Zhang, J.; Song, S.W. IGFBP2 promotes immunosuppression associated with its mesenchymal induction and FcgammaRIIB phosphorylation in glioblastoma. PLoS ONE 2019, 14, e0222999. [Google Scholar] [CrossRef] [PubMed]
- Dhuri, K.; Bechtold, C.; Quijano, E.; Pham, H.; Gupta, A.; Vikram, A.; Bahal, R. Antisense Oligonucleotides: An Emerging Area in Drug Discovery and Development. J. Clin. Med. 2020, 9, 2004. [Google Scholar] [CrossRef] [PubMed]
- Bennett, C.F.; Baker, B.F.; Pham, N.; Swayze, E.; Geary, R.S. Pharmacology of Antisense Drugs. Annu. Rev. Pharmacol. Toxicol. 2017, 57, 81–105. [Google Scholar] [CrossRef] [PubMed]
- Dowdy, S.F. Overcoming cellular barriers for RNA therapeutics. Nat. Biotechnol. 2017, 35, 222–229. [Google Scholar] [CrossRef] [PubMed]
- Eckstein, F. Phosphorothioates, essential components of therapeutic oligonucleotides. Nucleic Acid. Ther. 2014, 24, 374–387. [Google Scholar] [CrossRef] [PubMed]
- Crooke, S.T.; Bennett, C.F. Progress in antisense oligonucleotide therapeutics. Annu. Rev. Pharmacol. Toxicol. 1996, 36, 107–129. [Google Scholar] [CrossRef] [PubMed]
- Juliano, R.L. The delivery of therapeutic oligonucleotides. Nucleic Acids Res. 2016, 44, 6518–6548. [Google Scholar] [CrossRef] [PubMed]
- Hebb, M.O.; Robertson, H.A. End-capped antisense oligodeoxynucleotides effectively inhibit gene expression in vivo and offer a low-toxicity alternative to fully modified phosphorothioate oligodeoxynucleotides. Brain Res. Mol. Brain Res. 1997, 47, 223–228. [Google Scholar] [CrossRef] [PubMed]
- Braasch, D.A.; Corey, D.R. Locked nucleic acid (LNA): Fine-tuning the recognition of DNA and RNA. Chem. Biol. 2001, 8, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Crooke, S.T. Molecular mechanisms of action of antisense drugs. Biochim. Biophys. Acta 1999, 1489, 31–44. [Google Scholar] [CrossRef] [PubMed]
- Bennett, C.F.; Swayze, E.E. RNA targeting therapeutics: Molecular mechanisms of antisense oligonucleotides as a therapeutic platform. Annu. Rev. Pharmacol. Toxicol. 2010, 50, 259–293. [Google Scholar] [CrossRef] [PubMed]
- Rigo, F.; Chun, S.J.; Norris, D.A.; Hung, G.; Lee, S.; Matson, J.; Fey, R.A.; Gaus, H.; Hua, Y.; Grundy, J.S.; et al. Pharmacology of a central nervous system delivered 2′-O-methoxyethyl-modified survival of motor neuron splicing oligonucleotide in mice and nonhuman primates. J. Pharmacol. Exp. Ther. 2014, 350, 46–55. [Google Scholar] [CrossRef] [PubMed]
- Mercuri, E.; Darras, B.T.; Chiriboga, C.A.; Day, J.W.; Campbell, C.; Connolly, A.M.; Iannaccone, S.T.; Kirschner, J.; Kuntz, N.L.; Saito, K.; et al. Nusinersen versus Sham Control in Later-Onset Spinal Muscular Atrophy. N. Engl. J. Med. 2018, 378, 625–635. [Google Scholar] [CrossRef] [PubMed]
- Childs-Disney, J.L.; Yang, X.; Gibaut, Q.M.R.; Tong, Y.; Batey, R.T.; Disney, M.D. Targeting RNA structures with small molecules. Nat. Rev. Drug Discov. 2022, 21, 736–762. [Google Scholar] [CrossRef] [PubMed]
- Konde, O.M.; Balela, W.B.; Tshitenge, T.B. Targeting RNA-binding proteins with small molecules: Perspectives and challenges. Front. Chem. 2025, 13, 1649692. [Google Scholar] [CrossRef] [PubMed]
- Watmuff, H.; Crawford, A.; Eusse, B.; Jones, A.N. Structure-function-guided drug development efforts to target lncRNAs. Trends Pharmacol. Sci. 2025, 46, 703–721. [Google Scholar] [CrossRef] [PubMed]
- Carabet, L.A.; Leblanc, E.; Lallous, N.; Morin, H.; Ghaidi, F.; Lee, J.; Rennie, P.S.; Cherkasov, A. Computer-Aided Discovery of Small Molecules Targeting the RNA Splicing Activity of hnRNP A1 in Castration-Resistant Prostate Cancer. Molecules 2019, 24, 763. [Google Scholar] [CrossRef] [PubMed]
- Palrasu, M.; Knapinska, A.M.; Diez, J.; Smith, L.; LaVoi, T.; Giulianotti, M.; Houghten, R.A.; Fields, G.B.; Minond, D. A Novel Probe for Spliceosomal Proteins that Induces Autophagy and Death of Melanoma Cells Reveals New Targets for Melanoma Drug Discovery. Cell. Physiol. Biochem. 2019, 53, 656–686. [Google Scholar] [CrossRef] [PubMed]
- Velayutham, S.; Seal, T.; Danthurthy, S.; Zaias, J.; Smalley, K.S.M.; Minond, D. In Vivo Acute Toxicity Studies of Novel Anti-Melanoma Compounds Downregulators of hnRNPH1/H2. Biomolecules 2023, 13, 349. [Google Scholar] [CrossRef] [PubMed]
- Shukla, C.; Datta, B. G-quadruplexes in long non-coding RNAs and their interactions with proteins. Int. J. Biol. Macromol. 2024, 278, 134946. [Google Scholar] [CrossRef] [PubMed]
- Mou, X.; Liew, S.W.; Kwok, C.K. Identification and targeting of G-quadruplex structures in MALAT1 long non-coding RNA. Nucleic Acids Res. 2022, 50, 397–410. [Google Scholar] [CrossRef] [PubMed]
- Dey, S.K.; Jaffrey, S.R. RIBOTACs: Small Molecules Target RNA for Degradation. Cell Chem. Biol. 2019, 26, 1047–1049. [Google Scholar] [CrossRef] [PubMed]
- Khaskia, E.; Dahatonde, D.; Benhamou, R.I. RNA G-Quadruplex RIBOTAC-Mediated Targeted Degradation of lncRNA TERRA. Adv. Sci. 2025, 12, e12715. [Google Scholar] [CrossRef] [PubMed]
- Bekes, M.; Langley, D.R.; Crews, C.M. PROTAC targeted protein degraders: The past is prologue. Nat. Rev. Drug Discov. 2022, 21, 181–200. [Google Scholar] [CrossRef] [PubMed]
- Ghidini, A.; Clery, A.; Halloy, F.; Allain, F.H.T.; Hall, J. RNA-PROTACs: Degraders of RNA-Binding Proteins. Angew. Chem. Int. Ed. Engl. 2021, 60, 3163–3169. [Google Scholar] [CrossRef] [PubMed]
- Xu, Y.; Yuan, Y.; Fu, D.Q.; Fu, Y.; Zhou, S.; Yang, W.T.; Wang, X.Y.; Li, G.X.; Dong, J.; Du, F.; et al. The aptamer-based RNA-PROTAC. Bioorg. Med. Chem. 2023, 86, 117299. [Google Scholar] [CrossRef] [PubMed]
- Xu, J.; Liang, X.; Yan, Z.; Zhu, Y.; Wang, J.; Wang, Q.; Yang, Z.; Tang, X. Targeted Degradation of Lin28B Using Pre-let-7-PROTACs for Hepatocellular Carcinoma Therapy. J. Med. Chem. 2026, 69, 4567–4578. [Google Scholar] [CrossRef] [PubMed]
- Kashkush, A.; Furth-Lavi, J.; Hodon, J.; Benhamou, R.I. PROTAC and Molecular Glue Degraders of the Oncogenic RNA Binding Protein Lin28. Macromol. Biosci. 2025, 25, e2400427. [Google Scholar] [CrossRef] [PubMed]
- Haque, S.; Mathkor, D.M.; Babegi, A.S.; Ahmad, F.; Arumugam, M. Integrated Bioinformatics Analysis of Differentially Expressed RNA-Binding Proteins in Human Gliomas. Cell. Mol. Neurobiol. 2025, 46, 12. [Google Scholar] [CrossRef] [PubMed]
- Li, X.; Li, J.; Sun, Y.; Yao, T.; Lu, Y.; Liu, S.; Li, H.; Shi, Y.; Chen, L.; Zhao, Y.; et al. Engineering brain-penetrant PROTACs: Bridging molecular design and CNS delivery. Adv. Drug Deliv. Rev. 2026, 234, 115876. [Google Scholar] [CrossRef] [PubMed]





| RBP | LncRNA | Hallmark | Reference |
|---|---|---|---|
| DHX9 | HIF1A-AS2 | Sustained proliferation | [21] |
| IGF2BP2 | HIF1A-AS2 | Sustained proliferation | [21] |
| ACTN4 | SChLAP1 | Sustained proliferation, Invasion | [27] |
| HNRNPL | SChLAP1 | Sustained proliferation, Invasion | [27] |
| PTBP1 | LINREP | Sustained proliferation, Invasion | [28] |
| UPF1 | LINREP | Sustained proliferation, Invasion | [28] |
| CBX3 | LINC00998 | Sustained proliferation | [29] |
| SRSF1 | NEAT1 | Sustained proliferation | [30] |
| EIF4A3 | LINC00680 | Sustained proliferation, Invasion | [31] |
| TTN-AS1 | Sustained proliferation, Invasion | [31] | |
| UPF1 | LINC00313 | Sustained proliferation, Invasion | [32] |
| METTL3 | HOTAIRM1 | Angiogenesis, Immune evasion | [33] |
| IGF2BP2 | OIP5-AS1 | Angiogenesis, Therapeutic resistance | [34,35] |
| ZRANB2 | SNHG20 | Angiogenesis, Invasion | [36] |
| PABPC5 | HCG15 | Angiogenesis | [37] |
| TIAR | LOXL1-AS1 | Angiogenesis, Invasion | [38] |
| HNRNPD | LINC00707 | Angiogenesis | [39] |
| CBP/p300 | LUCAT1 | Metabolic alteration | [40] |
| LIN28A | SNHG14 | Metabolic alteration | [41] |
| IGF2BP2 | CASC9 | Metabolic alteration | [42] |
| FUS | LINC00470 | Metabolic alteration | [43] |
| CBP | LINC01057 | Phenotypic plasticity | [44] |
| YWHAE | MIR222HG | Phenotypic plasticity | [45] |
| PTBP1 | MIR155HG | Therapeutic resistance | [46] |
| IGF2BP3 | RMRP | Therapeutic resistance | [47] |
| IGF2BP2 | DANCR | Therapeutic resistance | [48] |
| ADAR | ATXN8OS | Therapeutic resistance | [49] |
| LIN28B | LINC00520 | Therapeutic resistance | [50] |
| YBX1 | DARS-AS1 | Therapeutic resistance | [51] |
| YTHDF2 | LINC00839 | Therapeutic resistance | [52] |
| IGF2BP2 | FBXL19-AS1 | Immune evasion | [53] |
| PTBP1 | lnc00462717 | Immune evasion | [54] |
| HNRNPH1 | INCR1 | Immune evasion | [55] |
| PTRF | NEAT1 | Immune evasion | [56] |
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van de Langerijt, K.A.; Kibria, M.G.; Villa, G.R.; Mineo, M. The Hallmarks of Glioblastoma: Functional Interplay Between Long Non-Coding RNAs and RNA-Binding Proteins. Cells 2026, 15, 1251. https://doi.org/10.3390/cells15141251
van de Langerijt KA, Kibria MG, Villa GR, Mineo M. The Hallmarks of Glioblastoma: Functional Interplay Between Long Non-Coding RNAs and RNA-Binding Proteins. Cells. 2026; 15(14):1251. https://doi.org/10.3390/cells15141251
Chicago/Turabian Stylevan de Langerijt, Karlijn A., Md Golam Kibria, Genaro R. Villa, and Marco Mineo. 2026. "The Hallmarks of Glioblastoma: Functional Interplay Between Long Non-Coding RNAs and RNA-Binding Proteins" Cells 15, no. 14: 1251. https://doi.org/10.3390/cells15141251
APA Stylevan de Langerijt, K. A., Kibria, M. G., Villa, G. R., & Mineo, M. (2026). The Hallmarks of Glioblastoma: Functional Interplay Between Long Non-Coding RNAs and RNA-Binding Proteins. Cells, 15(14), 1251. https://doi.org/10.3390/cells15141251

