Evidence map›Paper›PMID 30214915›Full record

ArticleResearch & reviews. Journal of engineering and technology2017

Quantitative and Qualitative Assessment Methods for Biofilm Growth: A Mini-review.

Christina Wilson, Rachel Lukowicz, Stefan Merchant, Helena Valquier-Flynn, Jeniffer Caballero, Jasmin Sandoval, Macduff Okuom, Christopher Huber, Tessa Durham Brooks, Erin Wilson and 3 more

Open access · greenAbstract read
In one paragraph

Article in Research & reviews. Journal of engineering and technology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 160 papers.

0numbers the graph read from it
0cells of the map it votes in
160citing papers in PubMed
5.1field-weighted citation impact, top 4% 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

160 citing papers in PubMed, 282 citations in OpenAlex.

  1. Trial
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Review
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Trimethyl chitosan: Antibacterial activity onJournal of dental sciences · 2026
    Article
  20. Article

100 more citing papers are in PubMed but not listed here.

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

13 authors at 2 institutions in 1 country.

Christina WilsonDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Rachel LukowiczDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Stefan MerchantDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Helena Valquier-FlynnDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Jeniffer CaballeroDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Jasmin SandovalDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Macduff OkuomDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Christopher HuberDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Tessa Durham BrooksDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Erin WilsonDepartment of Chemistry, Westminster College, New Wilmington, Pennsylvania.
Barbara ClementDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Christopher D WentworthDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Andrea E HolmesDepartment of Chemistry, Biology, Physics & Engineering, Doane University, Crete, Nebraska.
Doane University · USWestminster College - Pennsylvania · US

Funding

UNMC Structural Biology CoreP20GM103427 · NIGMS · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI PAUL L SORGEN · 2012 to 2026
$59.2M
NIGMS NIH HHS P20 GM103427
6 · The paper itself

Abstract

Biofilms are microbial communities attached to a surface and embedded in an extracellular polymeric substance which provides for the protection, stability and nutrients of the various bacterial species indwelling. These communities can build up in a variety of different environments from industrial equipment to medical devices resulting in damage, loss of productivity and disease. They also have great potential for economic and societal benefits as bioremediation agents and renewable energy sources. The great potential benefits and threats of biofilms has encouraged researchers across disciplines to study biofilm characteristics and antibiofilm strategies resulting in chemists, physicists, material scientists, and engineers, to develop beneficial biofilm applications and prevention methods. The ultimate outcome is a wealth of knowledge and innovative technology. However, without extensive formal training in microbes and biofilm research, these scientists find a daunting array of established techniques for growing, quantifying and characterizing biofilms while trying to design experiments and develop innovative laboratory protocols. This mini-review focuses on enriching interdisciplinary efforts and understanding by overviewing a variety of quantitative and qualitative biofilm characterization methods to assist the novice researcher in assay selection. This review consists of four parts. Part 1 is a brief overview of biofilms and the unique properties that demand a highly interdisciplinary approach. Part 2 describes the classical quantification techniques including colony forming unit (CFU) counting and crystal violet staining, but also introduces some modern methods including ATP bioluminescence and quartz crystal microbalance. Part 3 focuses on the characterization of biofilm morphology and chemistry including scanning electron microscopy and spectroscopic methods. Finally, Part 4 illustrates the use of software, including ImageJ and predictive modeling platforms, for biofilm analysis. Each section highlights the most common methods, including literature references, to help novice biofilm researchers make choices which commensurate with their study goals, budget and available equipment.

Indexed as

BiofilmsInterdisciplinary researchQualitative biofilm characterizationQuantitative biofilm characterization

Identifiers

PMID30214915
PMCPMC6133255
OpenAlexW2783137360

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.