Evidence map›Paper›PMID 42272968›Full record

ReviewBioengineering & translational medicine2026

How microrobots should be translated: A clinical and value-centered readiness framework.

Hakan Ceylan, Edoardo Sinibaldi, Sanjay Misra, Pankaj J Pasricha, Dietmar W Hutmacher

Abstract readReview
In one paragraph

Review in Bioengineering & translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

5 authors.

Hakan CeylanMedical Microrobots Lab, Department of Physiology and Biomedical Engineering Mayo Clinic Scottsdale Arizona USA.ORCID https://orcid.org/0000-0002-5928-5675
Edoardo SinibaldiItalian Institute of Technology Genoa Italy.
Sanjay MisraDepartment of Radiology Mayo Clinic Rochester Minnesota USA.ORCID https://orcid.org/0000-0001-5662-796X
Pankaj J PasrichaDepartment of Medicine Mayo Clinic Scottsdale Arizona USA.
Dietmar W HutmacherMax Planck Queensland Centre Queensland University of Technology Brisbane Queensland Australia.ORCID https://orcid.org/0000-0001-5678-2134

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Untethered mobile milli/microrobots hold transformative potential for interventional medicine by enabling more precise and entirely non-invasive diagnosis and therapy. Realizing this promise requires bridging the gap between groundbreaking laboratory demonstrations and successful clinical integration. Despite remarkable technical progress over the past two decades, most millirobots and microrobots remain confined to laboratory proof-of-concept demonstrations, with limited real-world feasibility. Here, we identify key factors that slow translation from bench to bedside, focusing on the disconnect between technical innovation and meaningful patient outcomes. We argue that the long-term impact and sustainability of the field depend on aligning development with unmet clinical needs, demonstrating feasibility, value and integration potential into existing clinical workflows. To foster translational research of milli/microrobots, we introduce a strategic milli/microrobot Technology Readiness Level framework (mTRL), which maps system development from initial conceptualization to clinical adoption through clearly defined milestones and their associated stepwise activities. The mTRL model provides a structured gauge of technological maturity, a common language for multi-disciplinary collaboration and actionable guidance to accelerate translational development toward new, safer and more efficient interventions.

Indexed as

medical robotmicrorobotmillirobottechnology readinesstranslational innovation

Identifiers

PMID42272968
PMCPMC13247406

What OpenQuestion holds

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LicenceCC BY
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.