Evidence map›Paper›PMID 39926538›Full record

ArticleACS omega2025

Self-Cleaning Textiles for Publicly Shared Soft Surfaces: An Accessible and Scalable Photocatalytic Polyester System with Embedded Light-Emitting Diodes.

Aditi Maheshwari, Fiona Bell, Eric Gallo, Mihai Ibanescu, Emily Robertson, Charlotte Fairless, Francis Logan, Mary Jane Schmuhl, Henry Cheung, Michael Rein and 2 more

Abstract read
In one paragraph

Article in ACS omega, 2025. 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

12 authors.

Aditi MaheshwariAccenture Labs, San Francisco, California 94105, United States.ORCID https://orcid.org/0000-0001-9828-0570
Fiona BellUniversity of Colorado Boulder, Boulder, Colorado 80309, United States.ORCID https://orcid.org/0000-0002-3816-441X
Eric GalloAccenture Labs, San Francisco, California 94105, United States.
Mihai IbanescuAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Emily RobertsonAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Charlotte FairlessAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Francis LoganAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Mary Jane SchmuhlAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Henry CheungAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Michael ReinAdvanced Functional Fabrics of America, Cambridge, Massachusetts 02139, United States.
Andreea DanielescuAccenture Labs, San Francisco, California 94105, United States.ORCID https://orcid.org/0000-0001-7460-2467
Mirela AlistarUniversity of Colorado Boulder, Boulder, Colorado 80309, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Shared textiles used in public spaces (transportation, theaters, etc.) are notoriously difficult and expensive to clean, resulting in infrequent cleanings. To address these challenges, we developed a light-diffusing textile system with embedded LEDs that can self-clean, i.e., degrade organic stains and inhibit bacterial growth. Our self-cleaning textile system can be triggered at any time, bypassing the need for additional chemicals and manual cleaning. Specifically, we tested commercial titanium dioxide nanoparticles doped with nitrogen on polyester, applied four different ways (painting, rolling, spraying, and dip coating) with two different curing methods (7 days at room temperature and 10 min at elevated temperatures) and different textile surface pretreatments (no pretreatment, corona discharge, commercial primer, and corona discharge with commercial primer), and compared their efficacies using stain degradation testing and EDS analysis to arrive at the best performing textile cover. We then integrated LED fibers into this cover to create a self-cleaning system capable of autonomously cleaning the textile on demand. We evaluated our system through stain degradation experiments and bacterial testing, demonstrating that stain degradation increases linearly with the duration of exposure and LED intensity. Our results verify that our textile system effectively destains the textile in both dark and bright ambient conditions within 2 days and inactivates both Gram-positive and Gram-negative bacteria up to 99% after 8 h of exposure. Finally, we stack LED fibers with reflective and diffusive textile layers for modularity and programmability. This self-cleaning system can be seamlessly integrated into public environments such as automotive or theater seatings, offering enhanced hygiene and cleanliness without compromising comfort.

Identifiers

PMID39926538
PMCPMC11800003

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.