Evidence map›Paper›PMID 42565606›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Receptogenesis in a Vascularized Robotic Embodiment.

Kadri-Ann Pankratov, Leonid Zinatullin, Hans Priks, Adele Metsniit, Urmas Johanson, Tarmo Tamm, Alvo Aabloo, Edoardo Sinibaldi, Indrek Must

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

9 authors.

Kadri-Ann PankratovInstitute of Technology, University of Tartu, Tartu, Estonia.
Leonid ZinatullinInstitute of Technology, University of Tartu, Tartu, Estonia.
Hans PriksInstitute of Technology, University of Tartu, Tartu, Estonia.ORCID https://orcid.org/0000-0001-5234-8912
Adele MetsniitInstitute of Technology, University of Tartu, Tartu, Estonia.
Urmas JohansonInstitute of Technology, University of Tartu, Tartu, Estonia.
Tarmo TammInstitute of Technology, University of Tartu, Tartu, Estonia.ORCID https://orcid.org/0000-0003-0466-2514
Alvo AablooInstitute of Technology, University of Tartu, Tartu, Estonia.ORCID https://orcid.org/0000-0002-0183-1282
Edoardo SinibaldiItalian Institute of Technology, Genova, Italy.ORCID https://orcid.org/0000-0002-9755-3431
Indrek MustInstitute of Technology, University of Tartu, Tartu, Estonia.ORCID https://orcid.org/0000-0002-9151-1548

Funding

Estonian Research Council PRG1498Estonian Research Council TEM-TA56
6 · The paper itself

Abstract

Equipping robotic systems with the capacity to generate ex novo hardware during operation extends physical adaptability. Unlike modular systems that rely on discrete component integration pre- or post-deployment, we envision physical adaptation through continuous in-body development via hardware synthesis. Drawing inspiration from circulatory systems that redistribute mass and function in biological organisms, we utilize fluidics to restructure the material interface, a capability currently unmatched in robotics. Here, we realize this proof-of-concept hardware generation through a vascularized robotic composite designed for programmable material synthesis, demonstrated via receptogenesis - the on-demand construction of sensors. By coordinating the fluidic transport of precursors with external localized UV irradiation, we drove an in situ photopolymerization that chemically reconstructed the vasculature from the inside out. This reaction converted precursors with photolatent initiator into a solid dispersion of UV-sensitive polypyrrole in PETG, establishing a sensing modality validated by a characteristic decrease in electrical impedance. The newly synthesized sensor closed a local control loop in real time to regulate wing flapping in a moth-inspired robotic demonstrator. Our work is a proof-of-concept materials basis for ex novo hardware generation in a vascularized composite - a step towards situated robots adapting to environmental cues.

Indexed as

open circulatory systemspolypyrrolereceptogenesissituated roboticsvascularizationvascular robotics

Identifiers

PMID42565606
PMCPMC13449548

What OpenQuestion holds

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LicenceCC BY
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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.