Evidence map›Paper›PMID 27400788›Full record

ArticleBMC microbiology2016

Consensus computational network analysis for identifying candidate outer membrane proteins from Borrelia spirochetes.

Melisha R Kenedy, Edgar J Scott, Binu Shrestha, Arvind Anand, Henna Iqbal, Justin D Radolf, David W Dyer, Darrin R Akins

Open access · goldAbstract read
In one paragraph

Article in BMC microbiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
2.9field-weighted citation impact, top 11% 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

15 citing papers in PubMed, 21 citations in OpenAlex.

  1. Article
  2. Frontiers in cellular and infection microbiology · 2024
    Article
  3. Article
  4. Article
  5. Article
  6. Lyme Disease in Humans.Current issues in molecular biology · 2021
    Article
  7. Article
  8. Article
  9. Article
  10. Complement Evasion inAntibiotics (Basel, Switzerland) · 2019
    Review
  11. Protein Secretion in Spirochetes.Microbiology spectrum · 2019
    Article
  12. Review
  13. The RpoS Gatekeeper inFrontiers in microbiology · 2019
    Article
  14. Article
  15. Article
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

8 authors at 2 institutions in 1 country.

Melisha R KenedyDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA.
Edgar J ScottDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA.
Binu ShresthaDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA.
Arvind AnandDepartment of Medicine, University of Connecticut Health Center, Farmington, Connecticut, 06030, USA.
Henna IqbalDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA.
Justin D RadolfDepartment of Medicine, University of Connecticut Health Center, Farmington, Connecticut, 06030, USA.
David W DyerDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA.
Darrin R AkinsDepartment of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA. darrin-akins@ouhsc.edu.
University of Oklahoma Health Sciences Center · USUConn Health · US

Funding

Proteomics CoreP20GM103447 · NIGMS · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI Mark L Lang · 2012 to 2026
$60.2M
RpoS Regulation of Borrelia burgdorferi Genes in vivoR01AI029735 · NIAID · UNIVERSITY OF TEXAS SW MED CTR/DALLAS · PI CAIMANO, MELISSA J, RADOLF, JUSTIN D · 1990 to 2022
$10.7M
Treponema pallidum Outer Membrane Proteins and Transition Metal AcquisitionR01AI026756 · NIAID · UNIVERSITY OF TEXAS SW MED CTR/DALLAS · PI RADOLF, JUSTIN D · 1992 to 2017
$5.1M
Outer Membrane Proteins of Borrelia burgdorferiR01AI059373 · NIAID · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI AKINS, DARRIN R. · 2005 to 2022
$4.7M
RpoS Regulation of Borrelia burgdorferi Genes in vivoR56AI029735 · NIAID · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI RADOLF, JUSTIN D · 2012 to 2012
$536k
Outer membrane proteins of Borrelia burgdorferiR56AI059373 · NIAID · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI AKINS, DARRIN R. · 2011 to 2011
$329k
NIAID NIH HHS R01 AI029735NIAID NIH HHS R01 AI059373NIAID NIH HHS R56 AI029735NIAID NIH HHS R56 AI059373NIGMS NIH HHS P20 GM103447
6 · The paper itself

Abstract

backgroundSimilar to Gram-negative organisms, Borrelia spirochetes are dual-membrane organisms with both an inner and outer membrane. Although the outer membrane contains integral membrane proteins, few of the borrelial outer membrane proteins (OMPs) have been identified and characterized to date. Therefore, we utilized a consensus computational network analysis to identify novel borrelial OMPs.

resultsUsing a series of computer-based algorithms, we selected all protein-encoding sequences predicted to be OM-localized and/or to form β-barrels in the borrelial OM. Using this system, we identified 41 potential OMPs from B. burgdorferi and characterized three (BB0838, BB0405, and BB0406) to confirm that our computer-based methodology did, in fact, identify borrelial OMPs. Triton X-114 phase partitioning revealed that BB0838 is found in the detergent phase, which would be expected of a membrane protein. Proteolysis assays indicate that BB0838 is partially sensitive to both proteinase K and trypsin, further indicating that BB0838 is surface-exposed. Consistent with a prior study, we also confirmed that BB0405 is surface-exposed and associates with the borrelial OM. Furthermore, we have shown that BB0406, the product of a co-transcribed downstream gene, also encodes a novel, previously uncharacterized borrelial OMP. Interestingly, while BB0406 has several physicochemical properties consistent with it being an OMP, it was found to be resistant to surface proteolysis. Consistent with BB0405 and BB0406 being OMPs, both were found to be capable of incorporating into liposomes and exhibit pore-forming activity, suggesting that both proteins are porins. Lastly, we expanded our computational analysis to identify OMPs from other borrelial organisms, including both Lyme disease and relapsing fever spirochetes.

conclusionsUsing a consensus computer algorithm, we generated a list of candidate OMPs for both Lyme disease and relapsing fever spirochetes and determined that three of the predicted B. burgdorferi proteins identified were indeed novel borrelial OMPs. The combined studies have identified putative spirochetal OMPs that can now be examined for their roles in virulence, physiology, and disease pathogenesis. Importantly, the studies described in this report provide a framework by which OMPs from any human pathogen with a diderm ultrastructure could be cataloged to identify novel virulence factors and vaccine candidates.

Indexed as

AlgorithmsAmino Acid SequenceBacterial Outer Membrane ProteinsBorrelia burgdorferiComputer Communication NetworksComputing MethodologiesConsensusGenome, BacterialHumansLiposomesLyme DiseaseOperonPorinsVaccine PotencyVirulence FactorsBacterial Outer Membrane ProteinsLiposomesPorinsVirulence FactorsBorreliaLyme diseaseOuter membrane proteinsRelapsing fever

Identifiers

PMID27400788
PMCPMC4939628
OpenAlexW2467475258

What OpenQuestion holds

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LicenceCC BY
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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.