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Record W3215705432 · doi:10.1093/neuonc/noab196.100

STEM-26. BLOOD-TUMOR BARRIER IS COMPOSED OF MECHANOSENSING TUMOR CELLS THAT MASK THERAPEUTIC VULNERABILITY

2021· article· en· W3215705432 on OpenAlexaff
Ali Momin, Xin Chen, Gousiyi Wang, Xian Wang, Hyun-Kee Min, Wenkun Dou, Zheyuan Gong, Jade Chan, Yuki Chen, Kelly Veerasammy, Weifan Dong, Jerry Fan, Ádám Fekete, Zhengchao Dou, Malini Hu, Parnian Pardis, Sachin Kumar, Kyle Juraschka, Laura Donovan, Peter B. Dirks, Michael D. Taylor, Lu‐Yang Wang, Chi‐chung Hui, Rinat R. Abzalimov, Ye He, Yu Sun, Xuejun Li, Xi Huang

Bibliographic record

VenueNeuro-Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicErythrocyte Function and Pathophysiology
Canadian institutionsMcMaster UniversityUniversity of TorontoHospital for Sick Children
Fundersnot available
KeywordsCell biologyBiologyWnt signaling pathwayStem cellSignal transductionCancer researchNeuroscience

Abstract

fetched live from OpenAlex

Abstract Two major obstacles in brain cancer treatment are the blood-tumor barrier (BTB), which restricts delivery of most therapeutic agents, and the quiescent brain tumor-initiating cells (BTICs), which evade cell cycle-targeting chemotherapy. Mechanosensation, the transduction of mechanical cues into cellular signaling, underlies physiological processes such as touch, pain, proprioception, hearing, respiration, epithelial homeostasis, and vascular and lymphatic development. We report that medulloblastoma (MB) BTICs are mechanosensing, a property conferred by force-activated ion channel Piezo2. In contrast to the prevailing view that astrocytes function as a physical barrier in BTB, BTICs project endfeet to ensheathe capillaries. MB develops a tissue stiffness gradient as a function of distance to capillaries. Piezo2 senses substrate stiffness to sustain local intracellular calcium, actomyosin tension, and adhesion at BTIC growth cones, which allow BTICs to mechanically interact with their substrate and sequester β-Catenin to prevent WNT/β-Catenin signaling in BTICs. Our single cell analysis uncovers a two-branched BTIC trajectory that progresses from a deep quiescent state to two cycling states. Tumor cell-specific Piezo2 knockout reverses the off-on WNT/β-Catenin signaling states in BTICs and endothelial cells, collapses the BTB, reduces quiescence depth of BTICs, and markedly enhances MB response to chemotherapy. Our study reveals that BTICs co-opt astrocytic mechanism to contribute to the BTB and provides the first evidence that BTB depends on mechanochemical signaling to mask tumor chemosensitivity. Targeting Piezo2 addresses BTB and BTIC properties that underlie therapy failures in brain cancer.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.060
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.041
GPT teacher head0.293
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

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