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Cunningham, D. A.

Publications and source records attributed to Cunningham, D. A..

2 recordsLinked to original sources

Non-Invasive Brain Stimulation Data Analysis Structure (NIBS-DAS): A Template for the Layout, Management, and Analysis of NIBS Data

Currently, there is no consensus about how investigators should format their NIBS data for sharing. This presents a barrier to the advancement of big data analyses because it requires time-consuming operations to generate consistent formats across different shared datasets. Recently, we launched Big non-invasive brain stimulation data (Big NIBS data), an open-access platform and repository for NIBS data (https://www.bignibsdata.com/), providing a structured mechanism for researchers to share NIBS data. However, the reusability and interoperability of data uploaded to Big NIBS data is restricted by the absence of a common data structure. The current paper addresses this problem by creating the NIBS data analysis structure (NIBS-DAS), a template pipeline for the layout, management, and analysis of collated NIBS outcome data. While its primary purpose is to provide a template layout for uploading collated data to the Big NIBS data repository, NIBS-DAS also offers guidelines for the management and analysis of collated NIBS data, thereby forming a data analysis pipeline that can be freely used by the NIBS field in general. We anticipate that NIBS-DAS will serve to facilitate data sharing on the Big NIBS data platform and promote greater standardisation of data management and analytical practices in the NIBS field.

neuroscience↗

Essential function reflected in the phylodynamics of a multigene family: the pir genes of malaria parasites

The genomes of malaria parasites (Plasmodium spp.) encode many gene families, which are intimately associated with host interactions and disease in these important pathogens. The largest malaria gene family is the Plasmodium interspersed repeat (pir) genes, present in rodent, primate and most human malaria parasites, which are suggested to have originated from one highly conserved gene, which we call pirC1. The precise function(s) of pir is unknown but to determine their potentially multifarious roles we must understand the evolutionary dynamics of pir repertoire to discriminate among the many genes. Here we estimate the global phylogeny for pir genes in 14 Plasmodium species and one Hepatocystis species. We reveal that pirC1 is not the common ancestor but is one of several orthologous genes conserved in multiple species amidst the rapid turnover of species-specific paralogs. We show that the PIRC1 protein is nonetheless essential for blood stage growth of P. berghei, P. chabaudi and P. knowlesi, as parasites lacking the pirC1 gene could not be generated or had severely reduced growth rates. As this effect was observed both in vivo and in vitro, the role of pirC1 is not related to host immune interaction. Rather, P. berghei and P. knowlesi PIRC1 are secreted from the parasite, pointing to a role in parasite interaction with the host cell or nutrient uptake by blood stages. The phylodynamics of pir genes indicate that old orthologs, like pirC1, and younger within-species paralogs could have fundamentally different roles, and emphasize the need to distinguish between them in future. This study is the first to provide evidence for the existence of an essential pir gene and provides a robust rationale for further experimental approaches to pir gene functions. SIGNFICANCEThe genomes of malaria parasites (Plasmodium) contain many different gene families, of which the pir family is the largest, with more than 1000 members in some species. The PIR proteins are likely important for parasite fitness but their precise functions remain unknown - roles in adherence of infected red blood cells to blood vessels, virulence and immune evasion of have been suggested. How, and why, this highly diverse gene family evolved is a significant question both for understanding malaria physiology and pathogenesis. Here we present a comprehensive pir phylogeny, identifying the origins of gene diversity during Plasmodium evolution and a select group of highly conserved genes. We show that one conserved pir gene (pirC1) encodes a protein that is essential for optimal growth of multiple malaria parasites during the asexual blood stage, both in the host and in vitro. This indicates that pirC1 function relates to interaction with the host cell or nutrient acquisition, and not to immune evasion or sequestration, (although this might still be the function of other pir genes). This study provides a robust rationale for the hitherto baffling diversity of pir genes, and shows why it is important to distinguish old orthologs from young paralogs in future studies on pir gene function.

microbiology↗