Evidence map›Paper›PMID 37014907›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2023

Influence of Surface Roughness, Nanostructure, and Wetting on Bacterial Adhesion.

Minchen Mu, Shuhao Liu, William DeFlorio, Li Hao, Xunhao Wang, Karla Solis Salazar, Matthew Taylor, Alejandro Castillo, Luis Cisneros-Zevallos, Jun Kyun Oh and 2 more

Open access · hybridAbstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed, 1 pooled it
26.3field-weighted citation impact, top 1% of its field
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

59 citing papers in PubMed, 1 synthesis or guideline pooled it, 171 citations in OpenAlex.

  1. Pooled it
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  4. Beyond Bactericidal: Plasma Surface Engineering to Defeat Food Matrix-Conditioning Layers.Comprehensive reviews in food science and food safety · 2026
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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

12 authors at 4 institutions in 3 countries.

Minchen MuArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0001-7831-362X
Shuhao LiuArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0002-8024-4069
William DeFlorioArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States.
Li HaoSchool of Chemistry and Chemical Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, P. R. China.
Xunhao WangDepartment of Chemical and Environmental Engineering, University of California, Riverside, California 92521, United States.
Karla Solis SalazarDepartment of Food Science and Technology, Texas A&M University, College Station, Texas 77843, United States.
Matthew TaylorDepartment of Food Science and Technology, Texas A&M University, College Station, Texas 77843, United States.
Alejandro CastilloDepartment of Food Science and Technology, Texas A&M University, College Station, Texas 77843, United States.
Luis Cisneros-ZevallosDepartment of Horticultural Sciences, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0003-0580-5943
Jun Kyun OhDepartment of Polymer Science and Engineering, Dankook University, 152 Jukjeon-ro, Suji-gu, Yongin-si, Gyeonggi-do 16890, Republic of Korea.ORCID 0000-0002-8199-7628
Younjin MinDepartment of Chemical and Environmental Engineering, University of California, Riverside, California 92521, United States.
Mustafa AkbulutArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0001-7343-2187
Texas A&M University · USUniversity of California, Riverside · USDankook University · KRZhongkai University of Agriculture and Engineering · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bacterial fouling is a persistent problem causing the deterioration and failure of functional surfaces for industrial equipment/components; numerous human, animal, and plant infections/diseases; and energy waste due to the inefficiencies at internal and external geometries of transport systems. This work gains new insights into the effect of surface roughness on bacterial fouling by systematically studying bacterial adhesion on model hydrophobic (methyl-terminated) surfaces with roughness scales spanning from ∼2 nm to ∼390 nm. Additionally, a surface energy integration framework is developed to elucidate the role of surface roughness on the energetics of bacteria and substrate interactions. For a given bacteria type and surface chemistry; the extent of bacterial fouling was found to demonstrate up to a 75-fold variation with surface roughness. For the cases showing hydrophobic wetting behavior, both increased effective surface area with increasing roughness and decreased activation energy with increased surface roughness was concluded to enhance the extent of bacterial adhesion. For the cases of superhydrophobic surfaces, the combination of factors including (i) the surpassing of Laplace pressure force of interstitial air over bacterial adhesive force, (ii) the reduced effective substrate area for bacteria wall due to air gaps to have direct/solid contact, and (iii) the reduction of attractive van der Waals force that holds adhering bacteria on the substrate were summarized to weaken the bacterial adhesion. Overall, this study is significant in the context of designing antifouling coatings and systems as well as explaining variations in bacterial contamination and biofilm formation processes on functional surfaces.

Indexed as

Bacterial AdhesionNanostructuresAnimalsHumansHydrophobic and Hydrophilic InteractionsSurface PropertiesWettability

Identifiers

PMID37014907
PMCPMC10848269
OpenAlexW4362520863

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.