Evidence map›Paper›PMID 41116597›Full record

ArticleJournal of forensic sciences2026

Effects of ambient humidity and surface topography on fingermark recovery from PLA 3D-printed surfaces.

Laura J Vera Stimpson, Breeshea Robinson, Julie Bramble, Andrew Langley, Diana-Madalina Suciu

Abstract read
In one paragraph

Article in Journal of forensic sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Laura J Vera StimpsonSchool of Business, Law and Policing, Canterbury Christ Church University, Kent, UK.ORCID https://orcid.org/0000-0003-1734-8006
Breeshea RobinsonSchool of Engineering, Technology and Design, Canterbury Christ Church University, Kent, UK.ORCID https://orcid.org/0009-0009-2792-3650
Julie BrambleSchool of Business, Law and Policing, Canterbury Christ Church University, Kent, UK.ORCID https://orcid.org/0009-0003-7410-4216
Andrew LangleyDivision of Natural Sciences, University of Kent, Kent, UK.ORCID https://orcid.org/0000-0002-3735-0296
Diana-Madalina SuciuDivision of Natural Sciences, University of Kent, Kent, UK.ORCID https://orcid.org/0009-0002-3081-821X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing accessibility of 3D printing, made possible by the affordability of equipment and materials, has led to its widespread adoption in both domestic and industrial applications, with polylactic acid (PLA) being a commonly used material. The layer-by-layer deposition process in fused deposition modeling creates surface texture variations that significantly influence the development and recovery of latent fingermarks. This study examined the effect of raster lines on fingermark development by depositing latent fingermarks on the X, Y, and Z faces of 3D-printed PLA objects. Powder development was applied both along and against the 3D print grain. Development against the grain caused excess powder accumulation within raster lines, partially obscuring ridge detail. In contrast, applying powder along the grain minimized accumulation, enabling clearer visualization of ridge features. Top and side surfaces generally yielded higher quality grades, attributed to smoother surfaces from better interlayer bonding. However, raster lines created discontinuities in ridge transfer, hindering coincident sequence determination. Cyanoacrylate ester fuming effectively addressed this limitation, producing continuous ridge detail on top and side surfaces, and leading to higher quality grades.

Indexed as

3D printingfingermarksfused deposition modeling (FDM)fused filament fabrication (FFF)polylactic acid (PLA)surface orientationsurface texture

Identifiers

PMID41116597
PMCPMC12766656

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.