Evidence map›Paper›PMID 41837459›Full record

ArticleTissue engineering. Part C, Methods2026

The Size of Glioblastoma Spheroids Influences Patterns of Invasion and Temozolomide Efficacy.

Sheridan Fok, Anagha Shreesha, Angela Appiah-Kubi, Rebecca B Riggins, Brendan A C Harley

Abstract read
In one paragraph

Article in Tissue engineering. Part C, Methods, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Sheridan FokDepartment of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Anagha ShreeshaDepartment of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Angela Appiah-KubiDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA.
Rebecca B RigginsDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA.
Brendan A C HarleyDepartment of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.ORCID 0000-0001-5458-154X

Funding

TRAINING GRANT IN TUMOR BIOLOGYT32CA009686 · NCI · GEORGETOWN UNIVERSITY · PI ANNA Tate RIEGEL, DAVID J ROBBINS · 1996 to 2026
$10.8M
Synthetic manipulation of engineered perivascular nichesR01CA256481 · NCI · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$3.4M
Novel functions of ESRRB in glioblastomaR01CA279195 · NCI · GEORGETOWN UNIVERSITY · PI Rebecca B Riggins · 2024 to 2026
$1.6M
NCI NIH HHS R01 CA256481NCI NIH HHS R01 CA279195NCI NIH HHS T32 CA009686
6 · The paper itself

Abstract

Glioblastoma (GBM) is one of the most common malignant brain tumors, with patient mortality driven by invasion into the surrounding brain microenvironment and drug resistance. Multicellular spheroids are an increasingly common model to study GBM invasion and drug response in engineered biomaterials. However, a key design feature of tumor spheroid studies is the size of each spheroid (number of cells, diameter). Given the heterogeneous growth of GBM cells at the surgical margin, spheroids of different sizes may also have clinical relevance. Here, we define shifts in behavior and drug response of wild-type (WT) and temozolomide (TMZ)-resistant GBM spheroids as a function of initial spheroid size. GBM spheroids ranging from 1,000 to 10,000 cells in size were embedded into a methacrylamide-functionalized gelatin hydrogel. GBM spheroid size had an inverse relationship with the number of apoptotic cells. We observed significant spheroid-size-dependent effects on TMZ efficacy for both TMZ-resistant and WT cells. Interestingly, high single doses of TMZ were more effective in reducing three-dimensional migration from smaller spheroids than metronomic dosing, while high single dose and metronomic dosing were equally effective in reducing invasion for large TMZ-resistant spheroids. Our study highlights the importance of considering and reporting spheroid size for cancer tissue engineering studies considering invasion and drug resistance. It also informs future studies of residual GBM at the tumor margins most responsible for patient relapse and mortality.

Indexed as

Brain NeoplasmsDacarbazineGlioblastomaSpheroids, CellularAntineoplastic Agents, AlkylatingApoptosisCell Line, TumorCell MovementDrug Resistance, NeoplasmHumansHydrogelsNeoplasm InvasivenessTemozolomideAntineoplastic Agents, AlkylatingDacarbazineHydrogelsTemozolomidedrug resistanceglioblastomahydrogeltemozolomidetumor spheroid

Identifiers

PMID41837459
PMCPMC13470801

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.