Evidence map›Paper›PMID 38170782›Full record

ArticleScience advances2024

AI-aided geometric design of anti-infection catheters.

Tingtao Zhou, Xuan Wan, Daniel Zhengyu Huang, Zongyi Li, Zhiwei Peng, Anima Anandkumar, John F Brady, Paul W Sternberg, Chiara Daraio

Abstract read
In one paragraph

Article in Science advances, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Smart Catheters for Diagnosis, Monitoring, and Therapy.Advanced healthcare materials · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Species-specific surface dwell times and accumulation of microbes investigated by holographic microscopy.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2025
    Article
  9. Review
  10. Article
  11. The carnivorous plantProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  12. Venous access devices (Review).Medicine international
    Review
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

9 authors.

Tingtao ZhouDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0002-1766-719X
Xuan WanDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0002-6165-6340
Daniel Zhengyu HuangDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.
Zongyi LiDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.
Zhiwei PengDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0002-9486-2837
Anima AnandkumarDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0002-6974-6797
John F BradyDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0001-5817-9128
Paul W SternbergDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0002-7699-0173
Chiara DaraioDivision of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA.ORCID 0000-0001-5296-4440

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bacteria can swim upstream in a narrow tube and pose a clinical threat of urinary tract infection to patients implanted with catheters. Coatings and structured surfaces have been proposed to repel bacteria, but no such approach thoroughly addresses the contamination problem in catheters. Here, on the basis of the physical mechanism of upstream swimming, we propose a novel geometric design, optimized by an artificial intelligence model. Using

Indexed as

Urinary CathetersUrinary Tract InfectionsArtificial IntelligenceBacteriaEscherichia coliHumansHydrolasesHydrolases

Identifiers

PMID38170782
PMCPMC10776022

What OpenQuestion holds

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LicenceCC BY-NC
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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.