Adherent-invasive Escherichia coli (AIEC) have been involved in Crohn's disease (CD). Currently, AIEC are identified by time-consuming techniques based on in vitro infection of cell lines to determine their ability to adhere to and invade intestinal epithelial cells as well as to survive and replicate within macrophages. Our aim was to find signature sequences that can be used to identify the AIEC pathotype. Comparative genomics was performed between three E. coli strain pairs, each pair comprised one AIEC and one non-AIEC with identical pulsotype, sequence type and virulence gene carriage. Genetic differences were further analysed in 22 AIEC and 28 non-AIEC isolated from CD patients and controls. The strain pairs showed similar genome structures, and no gene was specific to AIEC. Three single nucleotide polymorphisms displayed different nucleotide distributions between AIEC and non-AIEC, and four correlated with increased adhesion and/ or invasion indices. Here, we present a classification algorithm based on the identification of three allelic variants that can predict the AIEC phenotype with 84% accuracy. Our study corroborates the absence of an AIEC-specific genetic marker distributed across all AIEC strains. Nonetheless, point mutations putatively involved in the AIEC phenotype can be used for the molecular identification of the AIEC pathotype.
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Bankevich, Anton
Nurk, Sergey
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机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Nurk, Sergey
Antipov, Dmitry
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Antipov, Dmitry
Gurevich, Alexey A.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Gurevich, Alexey A.
Dvorkin, Mikhail
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Dvorkin, Mikhail
Kulikov, Alexander S.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
VA Steklov Math Inst, St Petersburg 191011, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Kulikov, Alexander S.
Lesin, Valery M.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Lesin, Valery M.
Nikolenko, Sergey I.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
VA Steklov Math Inst, St Petersburg 191011, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Nikolenko, Sergey I.
Son Pham
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Son Pham
Prjibelski, Andrey D.
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h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Prjibelski, Andrey D.
Pyshkin, Alexey V.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Pyshkin, Alexey V.
Sirotkin, Alexander V.
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h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Sirotkin, Alexander V.
Vyahhi, Nikolay
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h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Vyahhi, Nikolay
Tesler, Glenn
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h-index: 0
机构:
Univ Calif San Diego, Dept Math, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Tesler, Glenn
Alekseyev, Max A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Alekseyev, Max A.
Pevzner, Pavel A.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Bankevich, Anton
Nurk, Sergey
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Nurk, Sergey
Antipov, Dmitry
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Antipov, Dmitry
Gurevich, Alexey A.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Gurevich, Alexey A.
Dvorkin, Mikhail
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Dvorkin, Mikhail
Kulikov, Alexander S.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
VA Steklov Math Inst, St Petersburg 191011, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Kulikov, Alexander S.
Lesin, Valery M.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Lesin, Valery M.
Nikolenko, Sergey I.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
VA Steklov Math Inst, St Petersburg 191011, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Nikolenko, Sergey I.
Son Pham
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Son Pham
Prjibelski, Andrey D.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Prjibelski, Andrey D.
Pyshkin, Alexey V.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Pyshkin, Alexey V.
Sirotkin, Alexander V.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Sirotkin, Alexander V.
Vyahhi, Nikolay
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Vyahhi, Nikolay
Tesler, Glenn
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Math, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Tesler, Glenn
Alekseyev, Max A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, RussiaUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA
Alekseyev, Max A.
Pevzner, Pavel A.
论文数: 0引用数: 0
h-index: 0
机构:
St Petersburg Acad Univ, Russian Acad Sci, Algorithm Biol Lab, St Petersburg, Russia
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv S Carolina, Dept Comp Sci & Engn, Columbia, SC 29208 USA