Evidence map›Paper›PMID 32041837›Full record

ArticleCancer research2020

Clonal ZEB1-Driven Mesenchymal Transition Promotes Targetable Oncologic Antiangiogenic Therapy Resistance.

Ankush Chandra, Arman Jahangiri, William Chen, Alan T Nguyen, Garima Yagnik, Matheus P Pereira, Saket Jain, Joseph H Garcia, Sumedh S Shah, Harsh Wadhwa and 10 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 1 pooled it
2.7field-weighted citation impact, top 8% of its field
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

47 citing papers in PubMed, 1 synthesis or guideline pooled it, 60 citations in OpenAlex.

  1. Pooled it
  2. Hydrogel Microdroplet Based Glioblastoma Drug Screening Platform.Journal of biomedical materials research. Part A · 2026
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  8. Hydrogel microdroplet based glioblastoma drug screening platform.bioRxiv : the preprint server for biology · 2025
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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

20 authors at 2 institutions in 1 country.

Ankush Chandra *Department of Neurosurgery, University of California San Francisco, San Francisco, California.ORCID 0000-0003-1843-3894
Arman Jahangiri *Department of Neurosurgery, University of California San Francisco, San Francisco, California.
William Chen *Department of Neurosurgery, University of California San Francisco, San Francisco, California.
Alan T NguyenDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Garima YagnikDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Matheus P PereiraDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Saket JainDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Joseph H GarciaDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Sumedh S ShahDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Harsh WadhwaDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Rushikesh S JoshiDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Jacob WeissDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Kayla J WolfDepartment of Bioengineering, University of California Berkeley, Berkeley, California.ORCID 0000-0001-6990-0283
Jung-Ming G LinDepartment of Bioengineering, University of California Berkeley, Berkeley, California.
Sören MüllerDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Jonathan W RickDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Aaron A DiazDepartment of Neurosurgery, University of California San Francisco, San Francisco, California.
Luke A GilbertDepartment of Urology, University of California San Francisco, San Francisco, California.
Sanjay KumarDepartment of Bioengineering, University of California Berkeley, Berkeley, California.ORCID 0000-0002-9996-4883
Manish K AghiDepartment of Neurosurgery, University of California San Francisco, San Francisco, California. manish.aghi@ucsf.edu.
University of California, San Francisco · USUniversity of California, Berkeley · US

Funding

Tumor cell and microenvironment changes causing antiangiogenic therapy resistanceR01NS079697 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AGHI, MANISH · 2013 to 2021
$3.2M
Biophysical Control of Cell Form and Function by Single Actomyosin Stress Fibers: Instrument SupplementR01GM122375 · NIGMS · UNIVERSITY OF CALIFORNIA BERKELEY · PI KUMAR, SANJAY · 2017 to 2025
$2.7M
Modeling and druggable-genome screening of glioblastoma invasion using regional biopsy-guided biomaterials systemsR01CA227136 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AGHI, MANISH · 2018 to 2022
$2.2M
Molecular analysis of physical microenvironmental control of tumor cell invasionR21CA174573 · NCI · UNIVERSITY OF CALIFORNIA BERKELEY · PI KUMAR, SANJAY · 2014 to 2016
$655k
High-throughput Analysis of MicroRNA Regulation of Stem Cell MechanobiologyR21EB025017 · NIBIB · UNIVERSITY OF CALIFORNIA BERKELEY · PI KUMAR, SANJAY · 2017 to 2018
$411k
beta1 integrin/c-Met: a receptor complex driving invasive resistance to anti-angiogenic therapy in glioblastomaF31CA203372 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JAHANGIRI, ARMAN · 2016 to 2017
$66k
NCI NIH HHS F31 CA203372NCI NIH HHS R01 CA227136NCI NIH HHS R21 CA174573NIBIB NIH HHS R21 EB025017NIGMS NIH HHS R01 GM122375NINDS NIH HHS R01 NS079697
6 · The paper itself

Abstract

Glioblastoma (GBM) responses to bevacizumab are invariably transient with acquired resistance. We profiled paired patient specimens and bevacizumab-resistant xenograft models pre- and post-resistance toward the primary goal of identifying regulators whose targeting could prolong the therapeutic window, and the secondary goal of identifying biomarkers of therapeutic window closure. Bevacizumab-resistant patient specimens and xenografts exhibited decreased vessel density and increased hypoxia versus pre-resistance, suggesting that resistance occurs despite effective therapeutic devascularization. Microarray analysis revealed upregulated mesenchymal genes in resistant tumors correlating with bevacizumab treatment duration and causing three changes enabling resistant tumor growth in hypoxia. First, perivascular invasiveness along remaining blood vessels, which co-opts vessels in a VEGF-independent and neoangiogenesis-independent manner, was upregulated in novel biomimetic 3D bioengineered platforms modeling the bevacizumab-resistant microenvironment. Second, tumor-initiating stem cells housed in the perivascular niche close to remaining blood vessels were enriched. Third, metabolic reprogramming assessed through real-time bioenergetic measurement and metabolomics upregulated glycolysis and suppressed oxidative phosphorylation. Single-cell sequencing of bevacizumab-resistant patient GBMs confirmed upregulated mesenchymal genes, particularly glycoprotein YKL-40 and transcription factor ZEB1, in later clones, implicating these changes as treatment-induced. Serum YKL-40 was elevated in bevacizumab-resistant versus bevacizumab-naïve patients. CRISPR and pharmacologic targeting of ZEB1 with honokiol reversed the mesenchymal gene expression and associated stem cell, invasion, and metabolic changes defining resistance. Honokiol caused greater cell death in bevacizumab-resistant than bevacizumab-responsive tumor cells, with surviving cells losing mesenchymal morphology. Employing YKL-40 as a resistance biomarker and ZEB1 as a target to prevent resistance could fulfill the promise of antiangiogenic therapy. SIGNIFICANCE: Bevacizumab resistance in GBM is associated with mesenchymal/glycolytic shifts involving YKL-40 and ZEB1. Targeting ZEB1 reduces bevacizumab-resistant GBM phenotypes. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/7/1498/F1.large.jpg.

Indexed as

AdultAgedAllyl CompoundsAngiogenesis InhibitorsAnimalsAntineoplastic Agents, PhytogenicAntineoplastic Combined Chemotherapy ProtocolsBevacizumabBiphenyl CompoundsBrainBrain NeoplasmsCell HypoxiaCell Line, TumorChitinase-3-Like Protein 1Drug Resistance, NeoplasmEpithelial-Mesenchymal TransitionAllyl CompoundsAngiogenesis InhibitorsAntineoplastic Agents, PhytogenicBevacizumabBiphenyl CompoundsCHI3L1 protein, humanChitinase-3-Like Protein 1honokiolLignansPhenolsZEB1 protein, humanZinc Finger E-box-Binding Homeobox 1

Identifiers

PMID32041837
PMCPMC7236890
OpenAlexW3006163888

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.