Genoscope

SUMMARY In addition to the well described beta-amyloid plates accumulation and tau hyper-phosphorylation, Alzheimer’s disease (AD) is accompanied by major changes in gene expression. Herein, we aimed at revealing master transcription factors (TFs) responsible for gene expression changes during AD progression. For this, we have used human brain organoids (BORGs) harbouring AD-related genetic mutations (APP-Swedish, PSEN1-M146V), which were traced over multiple time-points by bulk and spatially-resolved transcriptomics. By reconstructing gene regulatory networks (GRNs) that recapitulate BORG development, we have identified a subset of 110 AD-specific master TFs, and for 75 of them we retrieved KLF5 and/or KLF8 binding motifs within their promoters. Furthermore, 64 of the AD-specific TFs found in BORGs are significantly over-expressed on AD human patients’ samples, confirming the relevance of these factors beyond the context of the familial genetic mutations. Finally, we have demonstrated that this AD-specific regulome is at least partially controlled by the aberrant CREB3L2-ATF4 heterodimer previously described as being induced by the beta-amyloid plates deposition. Overall, these findings reconstitute the regulome behind the progression of AD and highlights key TFs as potential druggable targets for the treatment of the disease.

The increasing availability of microbial genomes is essential to gain insights into microbial ecology and evolution that can propel biotechnological and biomedical advances. Recent advances in genome recovery have significantly expanded the catalogue of microbial genomes from diverse habitats. However, the ability to explain how well a set of genomes account for the diversity in a given environment remains challenging for individual studies or biome-specific databases. Here we present EcoPhylo, a computational workflow to characterize the phylogeography of any gene family through integrated analyses of genomes and metagenomes, and apply this approach to ribosomal proteins to quantify phylogeny-aware genome recovery rates in two genome-resolved investigations of the human gut and oral cavity. Our results demonstrate that EcoPhylo reveals highly resolved, reference-free, multi-domain phylogenies in conjunction with distribution patterns of individual clades across environments, providing a means to assess genome recovery in individual studies and benchmark genome collections.

Computational models of homologous protein groups are essential in sequence bioinformatics. Due to the diversity and rapid evolution of viruses, the grouping of protein sequences from virus genomes is particularly challenging. The low sequence similarities of homologous genes in viruses require specific approaches for sequence- and structure-based clustering. Furthermore, the annotation of virus genomes in public databases is not as consistent and up to date as for many cellular genomes. To tackle these problems, we have developed VOGDB, which is a database of virus orthologous groups. VOGDB is a multi-layer database that progressively groups viral genes into groups connected by increasingly remote similarity. The first layer is based on pair-wise sequence similarities, the second layer is based on the sequence profile alignments, and the third layer uses predicted protein structures to find the most remote similarity. VOGDB groups allow for more sensitive homology searches of novel genes and increase the chance of predicting annotations or inferring phylogeny. VOGD B uses all virus genomes from RefSeq and partially reannotates them. VOGDB is updated with every RefSeq release. The unique feature of VOGDB is the inclusion of both prokaryotic and eukaryotic viruses in the same clustering process, which makes it possible to explore old evolutionary relationships of the two groups. VOGDB is freely available at vogdb.org under the CC BY 4.0 license.

Most of the rich genetic diversity observed in cultivated citrus results from a reticulate evolution involving four ancestral taxa, C. medica, C. reticulata, C. maxima and C. micrantha, whose radiation occurred in allopatry. In such an evolutive context, genome diversity studies, GWAS analysis and transcriptomic studies will be significantly enhanced through pangenome approaches. We report the implementation of a super-pangenome for cultivated citrus, established with de novo assemblies in pseudochromosomes of C. medica (346 Mb), C. reticulata (332 Mb) and C. micrantha (333 Mb), released for the first time alongside a previously published chromosome-scale assembly of C. maxima. Gene annotation of these four genome assemblies revealed 28,090, 29,477, 29,258 and 30,101 genes, respectively, with a focus on pattern recognition receptors. Repetitive element annotation revealed that nearly half of each genome consisted of transposable elements or DNA-satellites. The 3 new genome assemblies display strong synteny and collinearity, while significant discrepancies are observed with the C. maxima assembly. Resequencing information (single nucleotide polymorphisms [SNPs], small indels and gene presence-absence variation [PAV]) from 55 accessions were used to explore the intra- and interspecific diversity of the four ancestral taxa and their relationships with the main horticultural groups resulting from reticulate evolution. Diagnostic SNPs of the ancestral taxa, all over the four genomes assemblies, revealed interspecific introgressions in several accessions representative of C. reticulata, C. maxima and C. medica as well as insights into the origin and phylogenomic structures of modern horticultural groups. PAV analysis revealed a gene whose absence or presence was specific to one of the ancestral taxa (dPAV). Interestingly, diagnostic PAV (dPAV) analysis uncovered a large chloroplastic introgression in chromosome 4 of C. medica, inherited in horticultural groups and recent hybrids having this species as the male parent. Implementing the super-pangenome combined the identification of orthologous genes across the four genome assemblies and the PAV information from the resequencing data. Significant inter- and intraspecific variations were highlighted, including 25,291 core, 2,431 soft-core and 5,171 dispensable genes. The analysis of the functional enrichment and species-specific adaptations in the citrus super-pangenome revealed distinct functional specializations. This highlights the evolutionary paths that have shaped each species, contributing to the diversity in the citrus super-pangenome while maintaining a shared foundation of essential biological processes. The development of this super-pangenome is a significant milestone in citrus genomics, providing a comprehensive resource that captures the extensive genetic diversity of modern cultivated citrus. Additionally, we established a dedicated Genome Hub, offering a platform for continuous genomic research and allowing for ongoing updates and future inclusion of additional ancestral species. ### Competing Interest Statement The authors have declared no competing interest.

There is growing evidence that cytonuclear incompatibilities (i.e. disruption of cytonuclear coadaptation) might contribute to the speciation process. In a former study, we described the possible involvement of plastid-nuclear incompatibilities in the reproductive isolation between four lineages of Silene nutans (Caryophyllaceae). Because organellar genomes are usually cotransmitted, we assessed whether the mitochondrial genome could also be involved in the speciation process, knowing that the gynodioecious breeding system of S. nutans is expected to impact the evolutionary dynamics of this genome. Using hybrid capture and high-throughput DNA sequencing, we analyzed diversity patterns in the genic content of the organellar genomes in the four S. nutans lineages. Contrary to the plastid genome, which exhibited a large number of fixed substitutions between lineages, extensive sharing of polymorphisms between lineages was found in the mitochondrial genome. In addition, numerous recombination-like events were detected in the mitochondrial genome, loosening the linkage disequilibrium between the organellar genomes and leading to decoupled evolution. These results suggest that gynodioecy shaped mitochondrial diversity through balancing selection, maintaining ancestral polymorphism and, thus, limiting the involvement of the mitochondrial genome in evolution of hybrid inviability between S. nutans lineages.