Evidence map›Paper›PMID 41899791›Full record

ArticleBioengineering (Basel, Switzerland)2026

Simulation-Based Trajectory for Non-Planar Scaffold Printing on Irregular Patches Using Robotic Arm.

Salvatore D'Alessandro, Gianluca Cidonio, Giancarlo Ruocco, Franco Marinozzi, Fabiano Bini

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 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

5 authors.

Salvatore D'AlessandroDepartment of Mechanical and Aerospace Engineering, University of Rome "La Sapienza", 00184 Rome, Italy.ORCID 0000-0001-7983-2085
Gianluca CidonioDepartment of Mechanical and Aerospace Engineering, University of Rome "La Sapienza", 00184 Rome, Italy.ORCID 0000-0002-9445-6994
Giancarlo RuoccoCenter for Life Nano- & Neuro-Science-CLN2S, Italian Institute of Technology (IIT), 00161 Rome, Italy.ORCID 0000-0002-2762-9533
Franco MarinozziDepartment of Mechanical and Aerospace Engineering, University of Rome "La Sapienza", 00184 Rome, Italy.ORCID 0000-0002-4872-2980
Fabiano BiniDepartment of Mechanical and Aerospace Engineering, University of Rome "La Sapienza", 00184 Rome, Italy.ORCID 0000-0002-5641-1189

Funding

EIC-2022-PathfinderOpen ivBM-4PAP n. 101098989ERC-2019-Synergy Grant ASTRA n. 855923NextGeneration EU PNRR MUR-M4C2-Action 1.4 CUP J33C22001130001
6 · The paper itself

Abstract

This study proposes a reproducible and accessible methodological framework for non-planar path generation to enable scaffold biofabrication on irregular anatomical surfaces replicating the native morphology of human tissue. By integrating a simulation-based trajectory optimization system with a robotic arm, lattice paths are generated using an intersection-based method with parallel planes. This method is processed by intersecting the anatomical object with orthogonal planes, allowing for the creation of paths that conform to complex geometries. The proposed approach relies on widely available and commonly used tools, such as MATLAB, avoiding the need for highly specialized software. Thus, a MATLAB-based kinematic model computes optimal end-effector trajectories, while a coaxial nozzle facilitates the simultaneous extrusion of an alginate-based biomaterial. The proposed method ensures smooth trajectory execution, achieving positional standard deviation within the reproducibility threshold of the robotic arm for an optimal path discretization density. Unlike conventional planar methods, the optimized approach achieves positional accuracy within the robotic arm's reproducibility threshold while demonstrating superior geometric conformity on complex anatomical patches. The approach successfully fabricates scaffolds with controlled deposition on anatomical patches, demonstrating improved geometric conformity over traditional planar methods. This method provides a pathway for patient-specific scaffold fabrication, supporting advances in tissue engineering and regenerative medicine.

Indexed as

bioprintingnon-planar scaffoldrobotic armtissue regeneration

Identifiers

PMID41899791
PMCPMC13024345

What OpenQuestion holds

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Registered trials

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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.