# Glioblastoma cells that evade chemoradiotherapy-induced cell death exhibit a bifurcated glycolytic program

**Authors:** Emma Martell, Helgi Kuzmychova, Ujala Chawla, Akaljot Grewal, Charul Jain, Chitra Venugopal, Christopher M. Anderson, Sheila K. Singh, Tanveer Sharif

PMC · DOI: 10.1038/s41419-026-08646-9 · Cell Death & Disease · 2026-03-25

## TL;DR

Glioblastoma cells that survive treatment shift their metabolism to avoid producing lactate, instead supporting growth and survival through alternative pathways.

## Contribution

The study reveals a conserved metabolic reorganization in surviving GBM cells following chemoradiotherapy.

## Key findings

- Surviving GBM cells show increased glucose uptake and upper glycolytic enzyme activity.
- Lower glycolytic enzymes are suppressed, reducing lactate output and redirecting metabolism.
- Metabolic shifts support nucleotide biosynthesis and mitochondrial metabolism in surviving cells.

## Abstract

Glioblastoma (GBM), the most common malignant brain tumor in adults, remains a highly lethal and incurable cancer, with a 5-year survival rate below 10%. Standard-of-care involves surgical resection followed by concurrent temozolomide chemotherapy and radiation treatment. While these interventions can effectively shrink tumors, they fail to eradicate all malignant cells. Small populations of GBM cells invariably survive and seed recurrent disease, leading to near-universal relapse and the formation of fatal recurrent tumors, typically within 1–2 years of treatment. Here, we investigated the metabolic features that define these surviving cell populations using ten patient-derived GBM models and matched orthotopic xenograft models exposed to a clinically relevant chemoradiotherapy regimen. By sampling living cells at defined treatment intervals and integrating 13C-glucose tracing, quantitative untargeted metabolomics, and nCounter metabolic gene expression profiling, we reconstructed the temporal evolution of glucose metabolism from therapy-naïve to post-treatment states. Across all models, GBM cells that evaded therapy-induced death exhibited a conserved and coordinated reorganization of glycolytic flux. These cells showed enhanced glucose uptake and elevated abundance of upper glycolytic enzymes such as HK1, while lower glycolytic enzymes, including ALDOA, GAPDH, ENO1, and LDHA, were suppressed, resulting in reduced lactate output. This bifurcation of glycolytic metabolism redirected carbon flux toward the pentose phosphate pathway and nucleotide biosynthesis, as well as mitochondrial metabolism, supported by the increased abundance of tricarboxylic acid cycle enzymes. Notably, these adaptations were conserved in recurrent patient-derived orthotopic xenograft tumors in vivo. Together, these findings reveal a fundamental and conserved metabolic state that defines GBM cells surviving chemoradiotherapy. This study deciphers a core metabolic architecture that enables tumor cell survival, persistence, and recurrence following therapy by shifting glycolytic flux away from lactate production to balance biosynthetic demands with mitochondrial metabolism.

## Linked entities

- **Genes:** HK1 (hexokinase 1) [NCBI Gene 3098], ALDOA (aldolase, fructose-bisphosphate A) [NCBI Gene 226], GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597], ENO1 (enolase 1) [NCBI Gene 2023], LDHA (lactate dehydrogenase A) [NCBI Gene 3939]
- **Chemicals:** temozolomide (PubChem CID 5394)
- **Diseases:** Glioblastoma (MONDO:0018177), GBM (MONDO:0018177)

## Full-text entities

- **Genes:** SLC2A1 (solute carrier family 2 member 1) [NCBI Gene 6513] {aka CSE, DYT17, DYT18, DYT9, EIG12, GLUT}, MDH2 (malate dehydrogenase 2) [NCBI Gene 4191] {aka DEE51, EIEE51, M-MDH, MDH, MGC:3559, MOR1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, LDHA (lactate dehydrogenase A) [NCBI Gene 3939] {aka GSD11, HEL-S-133P, LDHM, PIG19}, ALDOA (aldolase, fructose-bisphosphate A) [NCBI Gene 226] {aka ALDA, GSD12, HEL-S-87p}, ACO2 (aconitase 2) [NCBI Gene 50] {aka ACONM, HEL-S-284, ICRD, OCA8, OPA9}, HK1 (hexokinase 1) [NCBI Gene 3098] {aka CNSHA5, HK, HK1-ta, HK1-tb, HK1-tc, HKD}, SDHA (succinate dehydrogenase complex flavoprotein subunit A) [NCBI Gene 6389] {aka CMD1GG, FP, MC2DN1, NDAXOA, PGL5, PPGL5}, FH (fumarate hydratase) [NCBI Gene 2271] {aka FMRD, HLRCC, HsFH, LRCC, MCL, MCUL1}, ENO1 (enolase 1) [NCBI Gene 2023] {aka ENO1-IT1, ENO1L1, HEL-S-17, MPB1, NNE, PPH}, SLC16A1 (solute carrier family 16 member 1) [NCBI Gene 6566] {aka HHF7, MCT, MCT1, MCT1D}, FGF2 (fibroblast growth factor 2) [NCBI Gene 403857] {aka BFGF}, EGF (epidermal growth factor) [NCBI Gene 403657] {aka CEGF}, GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597] {aka G3PD, GAPD, HEL-S-162eP}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, EGF (epidermal growth factor) [NCBI Gene 1950] {aka HOMG4, URG}, SLC16A3 (solute carrier family 16 member 3) [NCBI Gene 9123] {aka MCT 3, MCT 4, MCT-3, MCT-4, MCT3, MCT4}
- **Diseases:** PDOX (MESH:C536408), NOD (MESH:D009765), pain (MESH:D010146), Cancer (MESH:D009369), paralysis (MESH:D010243), SCID (MESH:D016511), GBM (MESH:D005909), brain tumor (MESH:D001932), neurological symptoms (MESH:D009461)
- **Chemicals:** G3P (MESH:D005986), NeuroCult (-), 2-phosphoglycerate (MESH:C008885), carboxylic acids (MESH:D002264), sodium deoxycholate (MESH:D003840), citrate (MESH:D019343), pyridine (MESH:C023666), Chloroform (MESH:D002725), F6P (MESH:C027618), 13C (MESH:C000615229), Triton X-100 (MESH:D017830), Lactate (MESH:D019344), TCA (MESH:D014233), NP-40 (MESH:C010615), carbon (MESH:D002244), sedoheptulose-7-phosphate (MESH:C020495), EDC (MESH:C024565), DAB (MESH:C000469), F12 (MESH:C007782), adenosine (MESH:D000241), Heparin (MESH:D006493), SDS (MESH:D012967), 2-NBDG (MESH:C098340), pentose phosphate (MESH:D010428), Biotin (MESH:D001710), Ponceau S (MESH:C032756), isoflurane (MESH:D007530), potassium phosphate (MESH:C013216), ribose-5-phosphate (MESH:C031626), NS-A (MESH:D012964), Acetonitrile (MESH:C032159), TMZ (MESH:D000077204), PBS (MESH:D007854), 1,3-bisphosphoglycerate (MESH:C015891), amino acid (MESH:D000596), ice (MESH:D007053), DMSO (MESH:D004121), 6-phosphogluconate (MESH:C008884), Methanol (MESH:D000432), Hematoxylin (MESH:D006416), 3-phosphoglycerate (MESH:C005156), Tween 20 (MESH:D011136), CO2 (MESH:D002245), ATP (MESH:D000255), pyruvate (MESH:D019289), G6P (MESH:D019298), nucleotide (MESH:D009711), fructose-1,6-bisphosphate (MESH:C029063), formic acid (MESH:C030544), N2 (MESH:D009584), Glucose (MESH:D005947), NaCl (MESH:D012965), ammonium chloride (MESH:D000643), isopropanol (MESH:D019840), water (MESH:D014867), Trypan blue (MESH:D014343), PEP (MESH:D010728)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606], Ovis aries (domestic sheep, species) [taxon 9940], Mycoplasma (genus) [taxon 2093]
- **Mutations:** E286K, P72R, G6P, C) for 10
- **Cell lines:** GBM4 — Homo sapiens (Human), Glioblastoma, Cancer cell line (CVCL_DG60), GBM8 — Homo sapiens (Human), Glioblastoma, Cancer cell line (CVCL_DG57), BT935 — Homo sapiens (Human), Finite cell line (CVCL_V785), D7 GBM-T — Homo sapiens (Human), Glioblastoma, Cancer cell line (CVCL_8926), BT594 — Homo sapiens (Human), Homocystinuria, Finite cell line (CVCL_0P59), MGG8 — Xenopus laevis (African clawed frog), Spontaneously immortalized cell line (CVCL_4564), MGG4 — Homo sapiens (Human), Ataxia telangiectasia syndrome, Finite cell line (CVCL_F083)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13039382/full.md

## References

2 references — full list in the complete paper: https://tomesphere.com/paper/PMC13039382/full.md

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Source: https://tomesphere.com/paper/PMC13039382