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1.
J Biol Chem ; 287(49): 41068-77, 2012 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-23055526

RESUMEN

Currently, the cost of cellulase enzymes remains a key economic impediment to commercialization of biofuels. Enzymes from glycoside hydrolase family 48 (GH48) are a critical component of numerous natural lignocellulose-degrading systems. Although computational mining of large genomic data sets is a promising new approach for identifying novel cellulolytic activities, current computational methods are unable to distinguish between cellulases and enzymes with different substrate specificities that belong to the same protein family. We show that by using a robust computational approach supported by experimental studies, cellulases and non-cellulases can be effectively identified within a given protein family. Phylogenetic analysis of GH48 showed non-monophyletic distribution, an indication of horizontal gene transfer. Enzymatic function of GH48 proteins coded by horizontally transferred genes was verified experimentally, which confirmed that these proteins are cellulases. Computational and structural studies of GH48 enzymes identified structural elements that define cellulases and can be used to computationally distinguish them from non-cellulases. We propose that the structural element that can be used for in silico discrimination between cellulases and non-cellulases belonging to GH48 is an ω-loop located on the surface of the molecule and characterized by highly conserved rare amino acids. These markers were used to screen metagenomics data for "true" cellulases.


Asunto(s)
Celulasa/química , Glicósido Hidrolasas/química , Celulosa/química , Dicroismo Circular , Clonación Molecular , Clostridium/enzimología , Biología Computacional/métodos , Secuencia Conservada , Evolución Molecular , Transferencia de Gen Horizontal , Genómica , Modelos Genéticos , Filogenia , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Análisis de Secuencia de ADN , Programas Informáticos
2.
Trends Biotechnol ; 29(10): 473-9, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21683463

RESUMEN

The key material for bioethanol production is cellulose, which is one of the main components of the plant cell wall. Enzymatic depolymerization of cellulose is an essential step in bioethanol production, and can be accomplished by fungal and bacterial cellulases. Most of the biochemically characterized bacterial cellulases come from only a few cellulose-degrading bacteria, thus limiting our knowledge of a range of cellulolytic activities that exist in nature. The recent explosion of genomic data offers a unique opportunity to search for novel cellulolytic activities; however, the absence of clear understanding of structural and functional features that are important for reliable computational identification of cellulases precludes their exploration in the genomic datasets. Here, we explore the diversity of cellulases and propose a genomic approach to overcome this bottleneck.


Asunto(s)
Celulasas/química , Celulasas/genética , Bacterias/enzimología , Biocombustibles , Celulasas/metabolismo , Celulosa/química , Celulosa/metabolismo , Biología Computacional , Bases de Datos Genéticas , Hongos/enzimología , Metagenoma , Plantas/enzimología
3.
PLoS Genet ; 7(12): e1002430, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22216014

RESUMEN

Fossil records indicate that life appeared in marine environments ∼3.5 billion years ago (Gyr) and transitioned to terrestrial ecosystems nearly 2.5 Gyr. Sequence analysis suggests that "hydrobacteria" and "terrabacteria" might have diverged as early as 3 Gyr. Bacteria of the genus Azospirillum are associated with roots of terrestrial plants; however, virtually all their close relatives are aquatic. We obtained genome sequences of two Azospirillum species and analyzed their gene origins. While most Azospirillum house-keeping genes have orthologs in its close aquatic relatives, this lineage has obtained nearly half of its genome from terrestrial organisms. The majority of genes encoding functions critical for association with plants are among horizontally transferred genes. Our results show that transition of some aquatic bacteria to terrestrial habitats occurred much later than the suggested initial divergence of hydro- and terrabacterial clades. The birth of the genus Azospirillum approximately coincided with the emergence of vascular plants on land.


Asunto(s)
Organismos Acuáticos/genética , Azospirillum/genética , Evolución Biológica , Ecosistema , Transferencia de Gen Horizontal/genética , Genoma Bacteriano/genética , Rhodospirillaceae/genética , Secuencia de Bases , Genes Esenciales/genética , Glicósido Hidrolasas/genética , Glicósido Hidrolasas/metabolismo , Filogenia , Raíces de Plantas/microbiología , ARN Ribosómico 16S/genética
4.
Appl Environ Microbiol ; 74(17): 5422-8, 2008 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-18606799

RESUMEN

Soil bacterial communities typically exhibit a distribution pattern in which most bacterial species are present in low abundance. Due to the relatively small size of most culture-independent sequencing surveys, a detailed phylogenetic analysis of rare members of the community is lacking. To gain access to the rarely sampled soil biosphere, we analyzed a data set of 13,001 near-full-length 16S rRNA gene clones derived from an undisturbed tall grass prairie soil in central Oklahoma. Rare members of the soil bacterial community (empirically defined at two different abundance cutoffs) represented 18.1 to 37.1% of the total number of clones in the data set and were, on average, less similar to their closest relatives in public databases when compared to more abundant members of the community. Detailed phylogenetic analyses indicated that members of the soil rare biosphere either belonged to novel bacterial lineages (members of five novel bacterial phyla identified in the data set, as well as members of multiple novel lineages within previously described phyla or candidate phyla), to lineages that are prevalent in other environments but rarely encountered in soil, or were close relatives to more abundant taxa in the data set. While a fraction of the rare community was closely related to more abundant taxonomic groups in the data set, a significant portion of the rare biosphere represented evolutionarily distinct lineages at various taxonomic cutoffs. We reason that these novelty and uniqueness patterns provide clues regarding the origins and potential ecological roles of members of the soil's rare biosphere.


Asunto(s)
Bacterias/clasificación , Biodiversidad , ARN Ribosómico 16S/genética , Microbiología del Suelo , Bacterias/genética , ADN Bacteriano/genética , Biblioteca de Genes , Genes Bacterianos , Genes de ARNr , Variación Genética , Datos de Secuencia Molecular , Oklahoma , Filogenia , Reacción en Cadena de la Polimerasa , Análisis de Secuencia de ADN
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