ArticleAngiogenesis2026
Characterizing pancreatic cancer-associated fibroblast heterogeneity in vascular microphysiological systems.
Article in Angiogenesis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Functional Vascularization in Tumor Organoid and Tumor-on-Chip Models: Evidence Requirements for Attributing Therapy-Resistance Mechanisms.Bioengineering (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC), one of the deadliest cancer types, is dominated by a tumor microenvironment (TME) that is desmoplastic, immunosuppressive, and generally unresponsive to conventional cancer treatments. Cancer-Associated Fibroblasts (CAFs) are thought to drive many of the features of PDAC that contribute to treatment resistance, yet CAFs exhibit wide phenotypic heterogeneity with unclear biological and clinical implications. Recent work has identified CAF subtypes - tumor-restraining CAFs (RestCAFs) or tumor-promoting CAFs (ProCAFs) - that correlate with overall survival. Therefore, this study aims to identify CAF subtype-dependent functional effects in the TME using 3D microphysiological systems, focusing primarily on their interactions with vasculature. Microfluidic devices including a RestCAF line demonstrated increased levels of vasculogenesis and extracellular matrix remodeling, while devices containing a ProCAF line exhibited increased angiogenic sprouting and differential immune cell recruitment, such as monocyte migration into the TME. This work provides novel insights into the heterogeneous functions of CAFs in the TME and lays important groundwork for the development of CAF-targeted therapies in PDAC.
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What OpenQuestion holds
Registered trials
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.