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1.
Entropy (Basel) ; 25(3)2023 Mar 21.
Article in English | MEDLINE | ID: mdl-36981427

ABSTRACT

The dissipation in an irreversible step process is reduced when the number of steps is increased in any refinement of the steps in the process. This is a consequence of the ladder theorem, which states that, for any irreversible process proceeding by a sequence of relaxations, dividing any relaxation step into two will result in a new sequence that is more efficient than the original one. This results in a more-steps-the-better rule, even when the new sequence of steps is not reoptimized. This superiority of many steps is well established empirically in, e.g., insulation and separation applications. In particular, the fact that the division of any step into two steps improves the overall efficiency has interesting implications for biological evolution and emphasizes thermodynamic length as a central measure for dissipation.

2.
Annu Rev Virol ; 3(1): 197-214, 2016 09 29.
Article in English | MEDLINE | ID: mdl-27741409

ABSTRACT

Viruses are the most abundant and the most diverse life form. In this meta-analysis we estimate that there are 4.80×1031 phages on Earth. Further, 97% of viruses are in soil and sediment-two underinvestigated biomes that combined account for only ∼2.5% of publicly available viral metagenomes. The majority of the most abundant viral sequences from all biomes are novel. Our analysis drawing on all publicly available viral metagenomes observed a mere 257,698 viral genotypes on Earth-an unrealistically low number-which attests to the current paucity of viral metagenomic data. Further advances in viral ecology and diversity call for a shift of attention to previously ignored major biomes and careful application of verified methods for viral metagenomic analysis.


Subject(s)
Bacteriophages/classification , Bacteriophages/genetics , Genome, Viral/genetics , Geologic Sediments/virology , Metagenome/genetics , DNA Viruses/classification , DNA Viruses/genetics , RNA Viruses/classification , RNA Viruses/genetics , Soil Microbiology
3.
Proc Biol Sci ; 283(1829)2016 Apr 27.
Article in English | MEDLINE | ID: mdl-27097927

ABSTRACT

Coral reefs are among the most productive and diverse marine ecosystems on the Earth. They are also particularly sensitive to changing energetic requirements by different trophic levels. Microbialization specifically refers to the increase in the energetic metabolic demands of microbes relative to macrobes and is significantly correlated with increasing human influence on coral reefs. In this study, metabolic theory of ecology is used to quantify the relative contributions of two broad bacterioplankton groups, autotrophs and heterotrophs, to energy flux on 27 Pacific coral reef ecosystems experiencing human impact to varying degrees. The effective activation energy required for photosynthesis is lower than the average energy of activation for the biochemical reactions of the Krebs cycle, and changes in the proportional abundance of these two groups can greatly affect rates of energy and materials cycling. We show that reef-water communities with a higher proportional abundance of microbial autotrophs expend more metabolic energy per gram of microbial biomass. Increased energy and materials flux through fast energy channels (i.e. water-column associated microbial autotrophs) may dampen the detrimental effects of increased heterotrophic loads (e.g. coral disease) on coral reef systems experiencing anthropogenic disturbance.


Subject(s)
Anthozoa/metabolism , Anthozoa/microbiology , Bacteria/metabolism , Coral Reefs , Phytoplankton/metabolism , Animals , Biomass , Ecosystem , Energy Metabolism , Humans , Water Microbiology
4.
PLoS One ; 7(9): e43233, 2012.
Article in English | MEDLINE | ID: mdl-22970122

ABSTRACT

The majority of the world's coral reefs are in various stages of decline. While a suite of disturbances (overfishing, eutrophication, and global climate change) have been identified, the mechanism(s) of reef system decline remain elusive. Increased microbial and viral loading with higher percentages of opportunistic and specific microbial pathogens have been identified as potentially unifying features of coral reefs in decline. Due to their relative size and high per cell activity, a small change in microbial biomass may signal a large reallocation of available energy in an ecosystem; that is the microbialization of the coral reef. Our hypothesis was that human activities alter the energy budget of the reef system, specifically by altering the allocation of metabolic energy between microbes and macrobes. To determine if this is occurring on a regional scale, we calculated the basal metabolic rates for the fish and microbial communities at 99 sites on twenty-nine coral islands throughout the Pacific Ocean using previously established scaling relationships. From these metabolic rate predictions, we derived a new metric for assessing and comparing reef health called the microbialization score. The microbialization score represents the percentage of the combined fish and microbial predicted metabolic rate that is microbial. Our results demonstrate a strong positive correlation between reef microbialization scores and human impact. In contrast, microbialization scores did not significantly correlate with ocean net primary production, local chla concentrations, or the combined metabolic rate of the fish and microbial communities. These findings support the hypothesis that human activities are shifting energy to the microbes, at the expense of the macrobes. Regardless of oceanographic context, the microbialization score is a powerful metric for assessing the level of human impact a reef system is experiencing.


Subject(s)
Bacteria/metabolism , Coral Reefs , Animals , Basal Metabolism , Energy Metabolism , Fishes/metabolism , Human Activities , Humans , Islands , Linear Models , Pacific Ocean
5.
PLoS One ; 7(6): e38596, 2012.
Article in English | MEDLINE | ID: mdl-22701679

ABSTRACT

Bacteria of the genus Salmonella comprise a large and evolutionary related population of zoonotic pathogens that can infect mammals, including humans and domestic animals, birds, reptiles and amphibians. Salmonella carries a plethora of virulence genes, including fimbrial adhesins, some of them known to participate in mammalian or avian host colonization. Each type of fimbria has its structural subunit and biogenesis genes encoded by one fimbrial gene cluster (FGC). The accumulation of new genomic information offered a timely opportunity to better evaluate the number and types of FGCs in the Salmonella pangenome, to test the use of current classifications based on phylogeny, and to infer potential correlations between FGC evolution in various Salmonella serovars and host niches. This study focused on the FGCs of the currently deciphered 90 genomes and 60 plasmids of Salmonella. The analysis highlighted a fimbriome consisting of 35 different FGCs, of which 16 were new, each strain carrying between 5 and 14 FGCs. The Salmonella fimbriome was extremely diverse with FGC representatives in 8 out of 9 previously categorized fimbrial clades and subclades. Phylogenetic analysis of Salmonella suggested macroevolutionary shifts detectable by extensive FGC deletion and acquisition. In addition, microevolutionary drifts were best depicted by the high level of allelic variation in predicted or known adhesins, such as the type 1 fimbrial adhesin FimH for which 67 different natural alleles were identified in S. enterica subsp. I. Together with strain-specific collections of FGCs, allelic variation among adhesins attested to the pathoadaptive evolution of Salmonella towards specific hosts and tissues, potentially modulating host range, strain virulence, disease progression, and transmission efficiency. Further understanding of how each Salmonella strain utilizes its panel of FGCs and specific adhesin alleles for survival and infection will support the development of new approaches for the control of Salmonellosis.


Subject(s)
Evolution, Molecular , Fimbriae Proteins/genetics , Fimbriae, Bacterial/genetics , Genetic Variation , Genome, Bacterial/genetics , Models, Genetic , Multigene Family/genetics , Salmonella/genetics , Adaptation, Biological/genetics , Cluster Analysis , Computational Biology , Fimbriae Proteins/chemistry , Gene Duplication/genetics , Genomics , Models, Molecular , Phylogeny , Salmonella/classification , Species Specificity
6.
Res Microbiol ; 159(5): 367-73, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18541415

ABSTRACT

Metagenomic sequencing of DNA viruses from the feces of a healthy week-old infant revealed a viral community with extremely low diversity. The identifiable sequences were dominated by phages, which likely influence the diversity and abundance of co-occurring microbes. The most abundant fecal viral sequences did not originate from breast milk or formula, suggesting a non-dietary initial source of viruses. Certain sequences were stable in the infant's gut over the first 3 months of life, but microarray experiments demonstrated that the overall viral community composition changed dramatically between 1 and 2 weeks of age.


Subject(s)
Biodiversity , DNA Viruses/classification , DNA Viruses/isolation & purification , Gastrointestinal Tract/virology , DNA Viruses/genetics , DNA Viruses/ultrastructure , DNA, Viral/genetics , Feces/virology , Humans , Infant , Infant Food/analysis , Male , Molecular Sequence Data , Oligonucleotide Array Sequence Analysis
7.
Appl Environ Microbiol ; 73(21): 7059-66, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17827313

ABSTRACT

Recent studies have highlighted the surprising richness of soil bacterial communities; however, bacteria are not the only microorganisms found in soil. To our knowledge, no study has compared the diversities of the four major microbial taxa, i.e., bacteria, archaea, fungi, and viruses, from an individual soil sample. We used metagenomic and small-subunit RNA-based sequence analysis techniques to compare the estimated richness and evenness of these groups in prairie, desert, and rainforest soils. By grouping sequences at the 97% sequence similarity level (an operational taxonomic unit [OTU]), we found that the archaeal and fungal communities were consistently less even than the bacterial communities. Although total richness levels are difficult to estimate with a high degree of certainty, the estimated number of unique archaeal or fungal OTUs appears to rival or exceed the number of unique bacterial OTUs in each of the collected soils. In this first study to comprehensively survey viral communities using a metagenomic approach, we found that soil viruses are taxonomically diverse and distinct from the communities of viruses found in other environments that have been surveyed using a similar approach. Within each of the four microbial groups, we observed minimal taxonomic overlap between sites, suggesting that soil archaea, bacteria, fungi, and viruses are globally as well as locally diverse.


Subject(s)
Archaea/classification , Bacteria/classification , Genetic Variation , Genome , RNA, Ribosomal/analysis , Soil Microbiology , Viruses/classification , Archaea/genetics , Bacteria/genetics , Bacteria/growth & development , DNA/isolation & purification , DNA, Ribosomal/analysis , DNA, Ribosomal/genetics , RNA, Bacterial/genetics , RNA, Ribosomal/genetics , Viruses/genetics
8.
FEMS Microbiol Lett ; 273(2): 224-8, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17559407

ABSTRACT

Metagenomic analyses suggest that the rank-abundance curve for marine phage communities follows a power law distribution. A new type of power law dependence based on a simple model in which a modified version of Lotka-Volterra predator-prey dynamics is sampled uniformly in time is presented. Biologically, the model embodies a kill the winner hypothesis and a neutral evolution hypothesis. The model can match observed power law distributions and uses very few parameters that are readily identifiable and characterize phage ecosystems. The model makes new untested predictions: (1) it is unlikely that the most abundant phage genotype will be the same at different time points and (2) the long-term decay of isolated phage populations follows a power law.


Subject(s)
Bacteriophages/growth & development , Models, Biological , Water Microbiology , Ecosystem
9.
BMC Bioinformatics ; 6: 41, 2005 Mar 02.
Article in English | MEDLINE | ID: mdl-15743531

ABSTRACT

BACKGROUND: Phages, viruses that infect prokaryotes, are the most abundant microbes in the world. A major limitation to studying these viruses is the difficulty of cultivating the appropriate prokaryotic hosts. One way around this limitation is to directly clone and sequence shotgun libraries of uncultured viral communities (i.e., metagenomic analyses). PHACCS http://phage.sdsu.edu/phaccs, Phage Communities from Contig Spectrum, is an online bioinformatic tool to assess the biodiversity of uncultured viral communities. PHACCS uses the contig spectrum from shotgun DNA sequence assemblies to mathematically model the structure of viral communities and make predictions about diversity. RESULTS: PHACCS builds models of possible community structure using a modified Lander-Waterman algorithm to predict the underlying contig spectrum. PHACCS finds the most appropriate structure model by optimizing the model parameters until the predicted contig spectrum is as close as possible to the experimental one. This model is the basis for making estimates of uncultured viral community richness, evenness, diversity index and abundance of the most abundant genotype. CONCLUSION: PHACCS analysis of four different environmental phage communities suggests that the power law is an important rank-abundance form to describe uncultured viral community structure. The estimates support the fact that the four phage communities were extremely diverse and that phage community biodiversity and structure may be correlated with that of their hosts.


Subject(s)
Computational Biology/methods , Protein Interaction Mapping/methods , Software , Viruses/metabolism , Algorithms , Bacteriophages/metabolism , Biodiversity , Contig Mapping , DNA/chemistry , DNA Viruses , Databases, Genetic , Genes, Viral , Genetic Variation , Genome, Viral , Genotype , Internet , Models, Genetic , Models, Statistical , Sequence Analysis, DNA
10.
Proc Biol Sci ; 271(1539): 565-74, 2004 Mar 22.
Article in English | MEDLINE | ID: mdl-15156913

ABSTRACT

Viruses, most of which are phage, are extremely abundant in marine sediments, yet almost nothing is known about their identity or diversity. We present the metagenomic analysis of an uncultured near-shore marine-sediment viral community. Three-quarters of the sequences in the sample were not related to anything previously reported. Among the sequences that could be identified, the majority belonged to double-stranded DNA phage. Temperate phage were more common than lytic phage, suggesting that lysogeny may be an important lifestyle for sediment viruses. Comparisons between the sediment sample and previously sequenced seawater viral communities showed that certain phage phylogenetic groups were abundant in all marine viral communities, while other phage groups were under-represented or absent. This 'marineness' suggests that marine phage are derived from a common set of ancestors. Several independent mathematical models, based on the distribution of overlapping shotgun sequence fragments from the library, were used to show that the diversity of the viral community was extremely high, with at least 10(4) viral genotypes per kilogram of sediment and a Shannon index greater than 9 nats. Based on these observations we propose that marine-sediment viral communities are one of the largest unexplored reservoirs of sequence space on the planet.


Subject(s)
Biodiversity , Geologic Sediments/virology , Models, Genetic , Phylogeny , Viruses/genetics , California , Gene Library , Seawater , Sequence Analysis, DNA , Viruses/classification
11.
J Bacteriol ; 185(20): 6220-3, 2003 Oct.
Article in English | MEDLINE | ID: mdl-14526037

ABSTRACT

Here we present the first metagenomic analyses of an uncultured viral community from human feces, using partial shotgun sequencing. Most of the sequences were unrelated to anything previously reported. The recognizable viruses were mostly siphophages, and the community contained an estimated 1,200 viral genotypes.


Subject(s)
Bacteriophages/classification , Feces/virology , Genome, Viral , Genomic Library , Bacteriophages/genetics , Bacteriophages/isolation & purification , Ecosystem , Humans , Sequence Analysis, DNA/methods , Siphoviridae/classification , Siphoviridae/genetics , Siphoviridae/isolation & purification , Viral Proteins/genetics
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