Evidence map›Paper›PMID 36163459›Full record

ArticleCommunications biology2022

Integrative functional analysis uncovers metabolic differences between Candida species.

Neelu Begum, Sunjae Lee, Theo John Portlock, Aize Pellon, Shervin Dokht Sadeghi Nasab, Jens Nielsen, Mathias Uhlen, David L Moyes, Saeed Shoaie

Open access · goldAbstract read
In one paragraph

Article in Communications biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.4field-weighted citation impact, top 17% 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

11 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
  2. State-of-the-Art Review: Managing Vulvovaginal Candidiasis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
    Review
  3. Computational Approaches for Discovering Virulence Factors inJournal of fungi (Basel, Switzerland) · 2025
    Review
  4. Article
  5. Microorganisms · 2025
    Review
  6. Article
  7. Article
  8. Annual review of microbiology · 2023
    Review
  9. Article
  10. Review
  11. 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 at 3 institutions in 3 countries.

Neelu BegumCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK.
Sunjae LeeCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK.
Theo John PortlockScience for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, SE-171 21, Sweden.
Aize PellonCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK.
Shervin Dokht Sadeghi NasabCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK.
Jens NielsenDepartment of Biology and Biological Engineering, Kemivägen 10, Chalmers University of Technology, SE-412 96, Gothenburg, Sweden.ORCID 0000-0002-9955-6003
Mathias UhlenScience for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, SE-171 21, Sweden.ORCID 0000-0002-4858-8056
David L MoyesCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK. david.moyes@kcl.ac.uk.ORCID 0000-0002-1657-918X
Saeed ShoaieCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, SE1 9RT, London, UK. saeed.shoaie@kcl.ac.uk.ORCID 0000-0001-5834-4533
King's College London · GBScience for Life Laboratory · SEBioInnovation Institute · DK

Funding

Biotechnology and Biological Sciences Research Council BB/S016899/1
6 · The paper itself

Abstract

Candida species are a dominant constituent of the human mycobiome and associated with the development of several diseases. Understanding the Candida species metabolism could provide key insights into their ability to cause pathogenesis. Here, we have developed the BioFung database, providing an efficient annotation of protein-encoding genes. Along, with BioFung, using carbohydrate-active enzyme (CAZymes) analysis, we have uncovered core and accessory features across Candida species demonstrating plasticity, adaption to the environment and acquired features. We show a greater importance of amino acid metabolism, as functional analysis revealed that all Candida species can employ amino acid metabolism. However, metabolomics revealed that only a specific cluster of species (AGAu species-C. albicans, C. glabrata and C. auris) utilised amino acid metabolism including arginine, cysteine, and methionine metabolism potentially improving their competitive fitness in pathogenesis. We further identified critical metabolic pathways in the AGAu cluster with biomarkers and anti-fungal target potential in the CAZyme profile, polyamine, choline and fatty acid biosynthesis pathways. This study, combining genomic analysis, and validation with gene expression and metabolomics, highlights the metabolic diversity with AGAu species that underlies their remarkable ability to dominate they mycobiome and cause disease.

Indexed as

CandidaCysteineArginineCarbohydratesCholineFatty AcidsHumansMethioninePolyaminesArginineCarbohydratesCholineCysteineFatty AcidsMethioninePolyamines

Identifiers

PMID36163459
PMCPMC9512779
OpenAlexW4297154023

What OpenQuestion holds

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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.