Search Results - "Wirbel, Jakob"

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    Identifying temporal and spatial patterns of variation from multimodal data using MEFISTO by Velten, Britta, Braunger, Jana M., Argelaguet, Ricard, Arnol, Damien, Wirbel, Jakob, Bredikhin, Danila, Zeller, Georg, Stegle, Oliver

    Published in Nature methods (01-02-2022)
    “…Factor analysis is a widely used method for dimensionality reduction in genome biology, with applications from personalized health to single-cell biology…”
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    Microbiome meta-analysis and cross-disease comparison enabled by the SIAMCAT machine learning toolbox by Wirbel, Jakob, Zych, Konrad, Essex, Morgan, Karcher, Nicolai, Kartal, Ece, Salazar, Guillem, Bork, Peer, Sunagawa, Shinichi, Zeller, Georg

    Published in Genome Biology (30-03-2021)
    “…The human microbiome is increasingly mined for diagnostic and therapeutic biomarkers using machine learning (ML). However, metagenomics-specific software is…”
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    Extensive transmission of microbes along the gastrointestinal tract by Schmidt, Thomas Sb, Hayward, Matthew R, Coelho, Luis P, Li, Simone S, Costea, Paul I, Voigt, Anita Y, Wirbel, Jakob, Maistrenko, Oleksandr M, Alves, Renato Jc, Bergsten, Emma, de Beaufort, Carine, Sobhani, Iradj, Heintz-Buschart, Anna, Sunagawa, Shinichi, Zeller, Georg, Wilmes, Paul, Bork, Peer

    Published in eLife (12-02-2019)
    “…The gastrointestinal tract is abundantly colonized by microbes, yet the translocation of oral species to the intestine is considered a rare aberrant event, and…”
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    A realistic benchmark for differential abundance testing and confounder adjustment in human microbiome studies by Wirbel, Jakob, Essex, Morgan, Forslund, Sofia Kirke, Zeller, Georg

    Published in Genome Biology (25-09-2024)
    “…In microbiome disease association studies, it is a fundamental task to test which microbes differ in their abundance between groups. Yet, consensus on suitable…”
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    Phosphoproteomics-Based Profiling of Kinase Activities in Cancer Cells by Wirbel, Jakob, Cutillas, Pedro, Saez-Rodriguez, Julio

    “…Cellular signaling, predominantly mediated by phosphorylation through protein kinases, is found to be deregulated in most cancers. Accordingly, protein kinases…”
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    Depression and fatigue in active IBD from a microbiome perspective—a Bayesian approach to faecal metagenomics by Thomann, Anne Kerstin, Wüstenberg, Torsten, Wirbel, Jakob, Knoedler, Laura-Louise, Thomann, Philipp Arthur, Zeller, Georg, Ebert, Matthias Philip, Lis, Stefanie, Reindl, Wolfgang

    Published in BMC medicine (17-10-2022)
    “…Abstract Background Extraintestinal symptoms are common in inflammatory bowel diseases (IBD) and include depression and fatigue. These are highly prevalent…”
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    Cultivation-independent genomes greatly expand taxonomic-profiling capabilities of mOTUs across various environments by Ruscheweyh, Hans-Joachim, Milanese, Alessio, Paoli, Lucas, Karcher, Nicolai, Clayssen, Quentin, Keller, Marisa Isabell, Wirbel, Jakob, Bork, Peer, Mende, Daniel R, Zeller, Georg, Sunagawa, Shinichi

    Published in Microbiome (05-12-2022)
    “…Taxonomic profiling is a fundamental task in microbiome research that aims to detect and quantify the relative abundance of microorganisms in biological…”
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    Red Blood Cells Preconditioned with Hemin Are Less Permissive to Plasmodium Invasion In Vivo and In Vitro by Gaudreault, Véronique, Wirbel, Jakob, Jardim, Armando, Rohrbach, Petra, Scorza, Tatiana

    Published in PloS one (14-10-2015)
    “…Malaria is a parasitic disease that causes severe hemolytic anemia in Plasmodium-infected hosts, which results in the release and accumulation of oxidized heme…”
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    Metabolic models predict bacterial passengers in colorectal cancer by Garza, Daniel R, Taddese, Rahwa, Wirbel, Jakob, Zeller, Georg, Boleij, Annemarie, Huynen, Martijn A, Dutilh, Bas E

    Published in Cancer & metabolism (10-02-2020)
    “…Colorectal cancer (CRC) is a complex multifactorial disease. Increasing evidence suggests that the microbiome is involved in different stages of CRC initiation…”
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    The journey to understand previously unknown microbial genes by Wirbel, Jakob, Bhatt, Ami S., Probst, Alexander J.

    Published in Nature (London) (08-02-2024)
    “…The analysis of DNA sequences sheds light on microbial biology, but it is difficult to assess the function of genes that have little or no similarity to…”
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    Abstract A40: The SIAMCAT R package enables statistical and machine learning analyses for case-control microbiome datasets by Wirbel, Jakob, Zych, Konrad, Essex, Morgan, Karcher, Nicolai, Kartal, Ece, Salazar, Guillem, Bork, Peer, Sunagawa, Shinichi, Zeller, Georg

    Published in Cancer research (Chicago, Ill.) (15-04-2020)
    “…Abstract Alterations in microbiome composition have been linked to many human diseases, including colorectal cancer or precancerous liver diseases. Findings…”
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