Evidence map›Paper›PMID 36366389›Full record

ReviewVaccines2022

How MALDI-TOF Mass Spectrometry Technology Contributes to Microbial Infection Control in Healthcare Settings.

Ayman Elbehiry, Musaad Aldubaib, Adil Abalkhail, Eman Marzouk, Ahmad ALbeloushi, Ihab Moussa, Mai Ibrahem, Hamad Albazie, Abdullah Alqarni, Sulaiman Anagreyyah and 2 more

Open access · goldAbstract readReview
In one paragraph

Review in Vaccines, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers.

0numbers the graph read from it
0cells of the map it votes in
60citing papers in PubMed
8.9field-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

60 citing papers in PubMed, 73 citations in OpenAlex.

  1. Microorganisms · 2026
    Article
  2. Article
  3. Review
  4. Article
  5. Membrane-Focused Strategies AgainstAntibiotics (Basel, Switzerland) · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Pathogens (Basel, Switzerland) · 2026
    Review
  10. Review
  11. Article
  12. Article
  13. Review
  14. Interpretable machine learning of clinical MALDI-TOF spectra discriminates carbapenem-resistantJournal of mass spectrometry and advances in the clinical lab · 2025
    Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Review
  20. 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

12 authors at 5 institutions in 2 countries.

Ayman ElbehiryDepartment of Public Health, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah 52741, Saudi Arabia.ORCID 0000-0001-7726-9532
Musaad AldubaibDepartment of Veterinary Medicine, College of Agriculture and Veterinary Medicine, Qassim University, Buraydah 52571, Saudi Arabia.
Adil AbalkhailDepartment of Public Health, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah 52741, Saudi Arabia.ORCID 0000-0002-2294-9837
Eman MarzoukDepartment of Public Health, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah 52741, Saudi Arabia.
Ahmad ALbeloushiAl Bukayriyah General Hospital, Qassim, Al Bukayriyah 52725, Saudi Arabia.
Ihab MoussaDepartment of Botany and Microbiology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia.
Mai IbrahemDepartment of Public Health, College of Applied Medical Science, King Khalid University, Abha 61421, Saudi Arabia.
Hamad AlbazieDepartment of Public Health, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah 52741, Saudi Arabia.
Abdullah AlqarniDepartment of Support Service, King Fahad Armed Hospital, Jeddah 23311, Saudi Arabia.
Sulaiman AnagreyyahDepartment of Preventive Medicine, King Fahad Armed Hospital, Jeddah 23311, Saudi Arabia.
Saleh AlghamdiDepartment of biomedical engineering, King Fahad Armed Hospital, Jeddah 23311, Saudi Arabia.
Mohammed RawwayBiology Department, College of Science, Jouf University, Sakaka 42421, Saudi Arabia.ORCID 0000-0003-0864-5260
Qassim University · SAKing Fahd Armed Forces Hospital · SAAl-Azhar University · EGCairo University · EGKing Saud University · SA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Healthcare settings have been utilizing matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS) since 2010. MALDI-TOF MS has various benefits over the conventional method of biochemical identification, including ease of use, speed, accuracy, and low cost. This approach can solve many of the obstacles to identifying bacteria, fungi and viruses. As technology advanced, more and more databases kept track of spectra, allowing species with similar morphological, genotypic, and biochemical traits to be identified. Using MALDI-TOF MS for identification has become more accurate and quicker due to advances in sample preparation and database enrichment. Rapid sample detection and colony identification using MALDI-TOF MS have produced promising results. A key application of MALDI-TOF MS is quickly identifying highly virulent and drug-resistant diseases. Here, we present a review of the scientific literature assessing the effectiveness of MALDI-TOF MS for locating clinically relevant pathogenic bacteria, fungi, and viruses. MALDI-TOF MS is a useful strategy for locating clinical pathogens, however, it also has some drawbacks. A small number of spectra in the database and inherent similarities among organisms can make it difficult to distinguish between different species, which can result in misidentifications. The majority of the time additional testing may correct these problems, which happen very seldom. In conclusion, infectious illness diagnosis and clinical care are being revolutionized by the use of MALDI-TOF MS in the clinical microbiology laboratory.

Indexed as

antimicrobial resistancehealthcare settingsMALDI-TOF MSmicrobial identification

Identifiers

PMID36366389
PMCPMC9699604
OpenAlexW4308515294

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.