Evidence map›Paper›PMID 42147489›Full record

ArticleFrontiers in bioengineering and biotechnology2026

Design of novel orthotic insoles based on partition infilling of TPMS structures.

Yongtao Lyu, Lingqi Meng, Hao Wang, Zihao Wang, Lingyi Cong, Sergei Bosiakov, Yuanfei Ren

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 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

7 authors.

Yongtao LyuThe first Department of Hand and Foot Surgery, Central Hospital of Dalian University of Technology, Dalian, China.
Lingqi MengDUT-BSU Joint Institute, Dalian University of Technology, Dalian, China.
Hao WangDepartment of Engineering Mechanics, Dalian University of Technology, Dalian, China.
Zihao WangDepartment of Engineering Mechanics, Dalian University of Technology, Dalian, China.
Lingyi CongDepartment of Engineering Mechanics, Dalian University of Technology, Dalian, China.
Sergei BosiakovFaculty of Mechanics and Mathematics, Belarusian State University, Minsk, Belarus.
Yuanfei RenThe first Department of Hand and Foot Surgery, Central Hospital of Dalian University of Technology, Dalian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Excessive plantar pressure has been recognized as a key risk factor for diabetic foot ulceration. Methods: To address this problem, a partition-infilled functional insole based on triply periodic minimal surface (TPMS) lattice structures was proposed and systematically investigated. First, the mechanical responses of three representative TPMS structures, namely Gyroid, Diamond and Primitive, were characterized by compression experiments and finite element (FE) analysis. Subsequently, a partition infilling strategy was designed according to distribution of the plantar pressure. Under additive manufacturing constraint of minimal thickness of 0.2 mm, different TPMS lattices were assigned to specific plantar regions. Results: Gait experiments and FE results demonstrated that, compared to a uniformly Gyroid-infilled insole and a single-lattice gradient-infilled insole, the partition-infilled insole achieved significant reductions in both peak and mean pressures. A Primitive lattice in the heel region exhibited superior pressure-relief performance, whereas Gyroid and Diamond lattices in the forefoot and midfoot balanced cushioning with overall structural stability. Owing to the mathematical definitions of different TPMS structures, smooth topological transitions between lattices were enabled, further improving comfort and manufacture ability. An integrated design-manufacturing framework for personalized diabetic insoles was established. Discussion: The potential of TPMS partition infilling for redistributing plantar loads and reducing ulceration risk was verified, providing theoretical and experimental support for subsequent clinical applications and large-scale additive manufacturing.

Indexed as

diamondgyroidorthotic insolespartition infillingprimitive

Identifiers

PMID42147489
PMCPMC13176255

What OpenQuestion holds

Textmetadata
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.