Evidence map›Paper›PMID 42226126›Full record

ArticleBMC cancer2026

Paradoxical angiogenic activation under anti-VEGF therapy: tip cell hyper-sprouting and vessel remodeling drive inefficient vascularization in multiscale tumor simulations.

Mahsa Dehghan Manshadi, M Soltani

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Mahsa Dehghan ManshadiDepartment of Mechanical Engineering, K. N. Toosi University of Technology, Tehran, 1999143344, Iran.
M SoltaniDepartment of Mechanical Engineering, K. N. Toosi University of Technology, Tehran, 1999143344, Iran. msoltani@uwaterloo.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAnti-angiogenic therapy targeting VEGF is designed to suppress tumor vascularization. Paradoxically, clinical and preclinical studies report transient increases in vessel density or abnormal vascular patterning under treatment, phenomena poorly understood mechanistically.

methodsUsing a multiscale 3D agent-based model of solid tumor growth, we simulated the effects of three anti-VEGF agents - Bevacizumab, Ranibizumab, and Brolucizumab - initiated at iteration 1320 (day 40) over a 60-day period (1980 iterations). We quantified vascular cell density, tip cell dynamics, interstitial pressure, and Tumor Angiogenesis Factor (TAF) to dissect vascular remodeling patterns.

resultsAll three drugs increased total vessel cell count compared to control (Ranibizumab: +67%, Bevacizumab: +11%, Brolucizumab: +25%). Strikingly, tip cell numbers surged under therapy - Ranibizumab induced a 94% increase over control, Brolucizumab + 50%, Bevacizumab + 33%. Despite increased vessel and tip counts, tumors under Ranibizumab and Brolucizumab showed suppressed growth, indicating non-functional or chaotic angiogenesis. Bevacizumab was associated with an increased peak TAF relative to control (1.65 vs. 1.58), and high interstitial pressure (0.75) suggest compensatory signaling and vascular leakage while endpoint TAF values were comparable across conditions.

conclusionAnti-VEGF therapy does not simply prune vessels - it triggers dysregulated sprouting and architectural instability. The disconnect between vessel quantity and functionality reveals a state of "angiogenic inefficiency," where increased vascular metrics mask underlying dysfunction. These findings redefine vascular response to therapy and highlight the need to evaluate vessel quality - not just density - in treatment assessment.

Indexed as

Angiogenesis InhibitorsNeoplasmsNeovascularization, PathologicVascular Endothelial Growth Factor AVascular RemodelingAnimalsBevacizumabComputer SimulationHumansModels, BiologicalRanibizumabAngiogenesis InhibitorsBevacizumabRanibizumabVascular Endothelial Growth Factor AAgent-based modelAnti-VEGF therapyComputational modelingTip cells, Vascular normalizationVessel remodeling

Identifiers

PMID42226126
PMCPMC13440003

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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 OpenQuestion graph.