Guilhem Sommeria-Klein
 PhD


guilhem.sommeria-klein@utu.fi




ORCID-tunnistehttps://orcid.org/0000-0002-5331-3639





Asiantuntijuusalueet
Microbial ecology; probabilistic modelling; omic data; human and animal microbiome; environmental microbiome; ocean plankton

Tutkimusyhteisö tai tutkimusaihe
Turku Data Science Group (Leo Lahti), Department of Computing

Biografia

I am a microbial ecologist with an interdisciplinary background, originally from France. After studying physics up to the master's degree, I did a PhD in ecology in Toulouse, during which I explored the different facets of ecological research: theoretical modelling, data collection in the field (soil DNA sampling), and statistical modelling of large community composition data. I subsequently studied the global biogeography of open-ocean eukaryotic plankton as a postdoctoral researcher at ENS, Paris, using data from the Tara Oceans project. I am now working on probabilistic modelling for microbial ecology as an Academy of Finland postdoctoral research fellow, with a focus on human and animal microbiota.



Tutkimus

The amount of data available on the microbial world rapidly increases, but basic microbial ecology does not benefit from these data at their full potential because of a lack of suitable modelling approaches. Accordingly, my research consists in developing probabilistic models to explore and summarize data structure and compare it to theoretical expectations, so as to advance our understanding of microbial community assembly, dynamics and function. To do this, I combine mechanistic models developed in classical ecology and evolution with modelling approaches that are tailored to microbial data. I apply these models to diverse ecosystems spanning host-associated microbiota, soil microorganisms, and ocean plankton.



Opetus

Statistical and Probabilistic Programming course, Department of Computing.



Julkaisut

  • Phylogenetic Comparative Approach Reveals Evolutionary Conservatism, Ancestral Composition, and Integration of Vertebrate Gut Microbiota  (2023)  
    • Molecular Biology and Evolution
     Perez-Lamarque Benoît, Sommeria-Klein Guilhem, Duret Loréna, Morlon Hélène
    (
    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Priorities for ocean microbiome research  (2022)  
    • Nature Microbiology
     Abreu Andre, Bourgois Etienne, Gristwood Adam, Trouble Romain, Acinas Silvia G, Bork Peer, Boss Emmanuel, Bowler Chris, Budinich Marko, Chaffron Samuel, de Vargas Colomban, Delmont Tom O, Eveillard Damien, Guidi Lionel, Iudicone Daniele, Kandels Stephanie, Morlon Hélène, Lombard Fabien, Pepperkok Rainer, Karlusich Juan Jose Pierella, Piganeau Gwenael, Regimbeau Antoine, Sommeria-Klein Guilhem, Stemmann Lars, Sullivan Matthew B, Sunagawa Shinichi, Wincker Patrick, Zablocki Olivier, Arendt Detlev, Bilic Josipa, Finn Robert, Heard Edith, Rouse Brendan, Vamathevan Jessica, Casotti Raffaella, Cancio Ibon, Cunliffe Michael, Kervella Anne Emmanuelle, Kooistra Wiebe HCF, Obst Matthias, Pade Nicolas, Power Deborah M, Santi Ioulia, Tsagaraki Tatiana M, Vanaverbeke Jan; Tara Ocean Foundation; Tara Oceans; European Molecular Biology Laboratory (EMBL); European Marine Biological Resource Centre - European Research Infrastructure Consortium (EMBRC-ERIC)
    (
    A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)


  • Quantifying the impact of ecological memory on the dynamics of interacting communities  (2022)  
    • PLoS Computational Biology
     Khalighi Moein, Sommeria-Klein Guilhem, Gonze Didier, Faust Karoline, Lahti Leo
    (
    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Global drivers of eukaryotic plankton biogeography in the sunlit ocean  (2021)  
    • Science
     Sommeria-Klein Guilhem, Watteaux Romain, Ibarbalz Federico M., Karlusich Juan J.P., Iudicone Daniele, Bowler Chris, Morlon Hélène
    (
    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Modelling spatial patterns in host-associated microbial communities  (2021)  
    • Environmental Microbiology
     Ruuskanen Matti O, Sommeria-Klein Guilhem, Havulinna Aki S, Niiranen Teemu J, Lahti Leo
    (
    A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)



Last updated on 2023-12-07 at 12:39