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Disease evolution in mixed connective tissue disease: results from a long-term nationwide prospective cohort study 
Reiseter, Silje; Gunnarsson, Ragnar; Corander, Jukka; Haydon, Joanna; Lund, May B; Aaløkken, Trond M; Taraldsrud, Eli; Hetlevik, Siri O; Molberg, Øyvind (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Background The phenotypic stability of mixed connective tissue disease (MCTD) is not clear, and knowledge about disease activity and remission is scarce. We aimed to establish the occurrence of evolution ...
Sequence element enrichment analysis to determine the genetic basis of bacterial phenotypes 
Lees, John A; Vehkala, Minna; Välimäki, Niko; Harris, Simon R; Chewapreecha, Claire; Croucher, Nicholas J; Marttinen, Pekka; Davies, Mark R.; Steer, Andrew C; Tong, Steven Y C; Honkela, Antti; Parkhill, Julian; Bentley, Stephen D; Corander, Jukka (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
Bacterial genomes vary extensively in terms of both gene content and gene sequence. This plasticity hampers the use of traditional SNP-based methods for identifying all genetic associations with phenotypic variation. Here ...
Combined Analysis of Variation in Core, Accessory and Regulatory Genome Regions Provides a Super-Resolution View into the Evolution of Bacterial Populations 
McNally, Alan; Oren, Yaara; Kelly, Darren; Pascoe, Ben; Dunn, Steven; Sreecharan, Tristan; Vehkala, Minna; Välimäki, Niko; Prentice, Michael B; Ashour, Amgad; Avram, Oren; Pupko, Tal; Dobrindt, Ulrich; Literak, Ivan; Guenther, Sebastian; Schaufler, Katharina; Wieler, Lothar H; Zhiyong, Zong; Sheppard, Samuel K; McInerney, James O; Corander, Jukka (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
The use of whole-genome phylogenetic analysis has revolutionized our understanding of the evolution and spread of many important bacterial pathogens due to the high resolution view it provides. However, the majority of ...
Nucleotide diversity of functionally different groups of immune response genes in Old World camels based on newly annotated and reference-guided assemblies 
Lado, Sara; Elbers, Jean P; Rogers, Mark F; Melo-Ferreira, José; Yadamsuren, Adiya; Corander, Jukka; Horin, Petr; Burger, Pamela A (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Background Immune-response (IR) genes have an important role in the defense against highly variable pathogens, and therefore, diversity in these genomic regions is essential for species’ survival and adaptation. Although ...
Bayesian inference of atomistic structure in functional materials 
Todorovic, Milica; Gutmann, Michael U.; Corander, Jukka; Rinke, Patrick (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Tailoring the functional properties of advanced organic/inorganic heterogeneous devices to their intended technological applications requires knowledge and control of the microscopic structure inside the device. Atomistic ...
Fast and flexible bacterial genomic epidemiology with PopPUNK. 
Lees, John A; Harris, Simon R; Tonkin-Hill, Gerry; Gladstone, Rebecca A; Lo, Stephanie W; Weiser, Jeffrey N; Corander, Jukka; Bentley, Stephen D; Croucher, Nicholas J (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
The routine use of genomics for disease surveillance provides the opportunity for high-resolution bacterial epidemiology. Current whole-genome clustering and multilocus typing approaches do not fully exploit core and ...
rPinecone: Define sub-lineages of a clonal expansion via a phylogenetic tree 
Wailan, Alexander M.; Coll, Francesc; Heinz, Eva; Tonkin-Hill, Gerry; Corander, Jukka; Feasey, Nicholas A.; Thomson, Nicholas R. (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
The ability to distinguish different circulating pathogen clones from each other is a fundamental requirement to understand the epidemiology of infectious diseases. Phylogenetic analysis of genomic data can provide a ...
Fast hierarchical Bayesian analysis of population structure 
Tonkin-Hill, Gerry; Lees, John A; Bentley, Stephen D; Frost, Simon DW; Corander, Jukka (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
We present fastbaps, a fast solution to the genetic clustering problem. Fastbaps rapidly identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering multilocus genotype data. Our efficient ...
Genomic determinants of speciation and spread of the Mycobacterium tuberculosis complex 
Chiner-Oms, Álvaro; Sanchez-Buso, Leonor; Corander, Jukka; Gagneux, Sébastien; Harris, Simon R; Young, D; Gonzalez-Candelas, Fernando; Comas, Inaki (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Models on how bacterial lineages differentiate increase our understanding of early bacterial speciation events and the genetic loci involved. Here, we analyze the population genomics events leading to the emergence of the ...
Diversification of colonization factors in a multidrug-resistant escherichia coli lineage evolving under negative frequency- dependent selection 
McNally, Alan; Kallonen, Teemu; Connor, Christopher; Abudahab, Khalil; Aanensen, David M.; Horner, Carolyne S; Peacock, Sharon J.; Parkhill, Julian; Croucher, Nicholas J.; Corander, Jukka (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Escherichia coli is a major cause of bloodstream and urinary tract infections globally. The wide dissemination of multidrug-resistant (MDR) strains of extraintestinal pathogenic E. coli (ExPEC) poses a rapidly increasing ...
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