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Reis, V.

Publications and source records attributed to Reis, V..

3 recordsLinked to original sources

Chai-1: Decoding the molecular interactions of life

We introduce Chai-1, a multi-modal foundation model for molecular structure prediction that performs at the state-of-the-art across a variety of tasks relevant to drug discovery. Chai-1 can optionally be prompted with experimental restraints (e.g. derived from wet-lab data) which boosts performance by double-digit percentage points. Chai-1 can also be run in single-sequence mode with-out MSAs while preserving most of its performance. We release Chai-1 model weights and inference code as a Python package for non-commercial use and via a web interface where it can be used for free including for commercial drug discovery purposes.

synthetic biology↗

Mimosa species endemic to acidic soils in central Brazil are nodulated by a high diversity of Paraburkholderia genotypes, but widespread species are nodulated by Paraburkholderia, Cupriavidus or Rhizobium depending on soil characteristics

Neotropical Beta-rhizobia have a particular affinity to the large legume (Fabaceae) genus Mimosa and some of its relatives in the tribe Mimosae of the Caesalpinioideae subfamily. However, little is still known about the ecology of this interaction, especially the relationship between the rhizobia of "widespread" pan-tropical Mimosa species like M. pudica and the rhizobia that nodulate endemic Mimosa species that are very restricted in their habitats. The objective of this study was to examine the microsymbionts of Mimosa spp. and some other mimosoids in climates ranging from tropical to subtropical, humid to semi-arid, with varied soil characteristics and altitudes, with the aim of testing the hypothesis that widespread species have more cosmopolitan symbiont preferences than endemic ones. Nodules were sampled from more than 40 Mimosa spp. and related taxa in eleven Brazilian states, many endemics or biome-restricted, but particular attention was paid to sample nodules from the widespread species M. pudica at all locations. The Mimosa symbionts comprised 19 potential 16S rRNA and recA groups at the species level, with 16 belonging to the genus Paraburkholderia, including six lineages that may represent new species. The remaining genotypes consisted of 14 strains in two lineages of Cupriavidus that were mainly isolated from M. pudica growing at low altitudes, plus a single lineage of Rhizobium also from M. pudica. It is concluded that a high diversity of Paraburkholderia strains dominate as symbionts of Mimosa in the acidic soils of its main center of radiation in Central Brazil but that Cupriavidus and Rhizobium comprise a significant minority of symbionts of widespread Mimosa spp., especially M. pudica, in lowland or disturbed areas with less acidic soils. Mimosa symbiont diversity is thus driven either by edapho-climatic characteristics for widespread species and/or by co-evolution of the symbiotic partners for endemic species.

plant biology↗

Genetic analysis of the Komagataella phaffii centromeres by a color-based plasmid stability assay

The yeast Komagataella phaffii is widely used as a microbial host for heterologous protein production. However, molecular tools for this yeast are basically restricted to a few integrative and replicative plasmids. Four sequences that have recently been proposed as the K. phaffii centromeres could be used to develop a new class of mitotically stable vectors. In this work we designed a color-based genetic assay to investigate genetic stability in K. phaffii. Plasmids bearing K. phaffii centromeres and the ADE3 marker were evaluated in terms of mitotic stability in an ade2/ade3 auxotrophic strain which allows plasmid screening through colony color. Plasmid copy number was verified through qPCR. Our results confirmed that the centromeric plasmids were maintained at low copy number as a result of typical chromosome-like segregation during cell division. These features, combined with high transformation efficiency and in vivo assembly possibilities, prompt these plasmids as a new addition to the K. phaffii genetic toolbox.

molecular biology↗