A Simple Method for Encapsulating Single Cells in Alginate Microspheres Allows for Direct PCR and Whole Genome Amplification

Microdroplets are an effective platform for segregating individual cells and amplifying DNA. However, a key challenge is to recover the contents of individual droplets for downstream analysis. This paper offers a method for embedding cells in alginate microspheres and performing multiple serial operations on the isolated cells. Rhodobacter sphaeroides cells were diluted in alginate polymer and sprayed into microdroplets using a fingertip aerosol sprayer. The encapsulated cells were lysed and subjected either to conventional PCR, or whole genome amplification using either multiple displacement amplification (MDA) or a two-step PCR protocol. Microscopic examination after PCR showed that the lumen of the occupied microspheres contained fluorescently stained DNA product, but multiple displacement amplification with phi29 produced only a small number of polymerase colonies. The 2-step WGA protocol was successful in generating fluorescent material, and quantitative PCR from DNA extracted from aliquots of microspheres suggested that the copy number inside the microspheres was amplified up to 3 orders of magnitude. Microspheres containing fluorescent material were sorted by a dilution series and screened with a fluorescent plate reader to identify single microspheres. The DNA was extracted from individual isolates, re-amplified with full-length sequencing adapters, and then a single isolate was sequenced using the Illumina MiSeq platform. After filtering the reads, the only sequences that collectively matched a genome in the NCBI nucleotide database belonged to R. sphaeroides. This demonstrated that sequencing-ready DNA could be generated from the contents of a single microsphere without culturing. However, the 2-step WGA strategy showed limitations in terms of low genome coverage and an uneven frequency distribution of reads across the genome. This paper offers a simple method for embedding cells in alginate microspheres and performing PCR on isolated cells in common bulk reactions, although further work must be done to improve the amplification coverage of single genomes.     

Not putting all their eggs in one basket: bet‐hedging despite extraordinary annual reproductive output of desert tortoises

Bet‐hedging theory makes the counter‐intuitive prediction that, if juvenile survival is low and unpredictable, organisms should consistently reduce short‐term reproductive output to minimize the risk of reproductive failure in the long‐term. We investigated the long‐term reproductive output of an Agassiz's desert tortoise (Gopherus agassizii) population and conformance to a bet‐hedging strategy of reproduction in an unpredictable but comparatively productive environment. Most females reproduced every year, even during periods of low precipitation and poor germination of food plants, and the mean percentage of reproducing females did not differ significantly on an annual basis. Although mean annual egg production (clutch size × clutch frequency) differed significantly among years, mean clutch size and mean clutch frequency remained relatively constant. During an El Niño year, mean annual egg production and mean annual clutch frequency were the highest ever reported for this species. Annual egg production was positively influenced by maternal body size but clutch size and clutch frequency were not. Our long‐term results confirm earlier conclusions based on short‐term research that desert tortoises have a bet‐hedging strategy of producing small clutches almost every year. The risk of long‐term reproductive failure is minimized in unpredictable environments, both through time by annually producing multiple small clutches over a long reproductive lifespan, even in years of low resource availability, and through space by depositing multiple annual clutches in different locations. The extraordinary annual reproductive output of this population appears to be the result of a typically high but unpredictable biomass of annual food plants at the site relative to tortoise habitat in dryer regions. Under the comparatively productive but unpredictable conditions, tortoises conform to predictions of a bet‐hedging strategy of reproduction with relatively small but consistent clutch sizes. Published 2015. This article is a U.S. Government work and is in the public domain in the USA, Biological Journal of the Linnean Society, 2015, 115 , 399–410.     

Ecological restoration of rich fens in Europe and North America: from trial and error to an evidence‐based approach

Fens represent a large array of ecosystem services, including the highest biodiversity found among wetlands, hydrological services, water purification and carbon sequestration. Land‐use change and drainage has severely damaged or annihilated these services in many parts of North America and Europe; restoration plans are urgently needed at the landscape level. We review the major constraints on the restoration of rich fens and fen water bodies in agricultural areas in Europe and disturbed landscapes in North America: (i) habitat quality problems: drought, eutrophication, acidification, and toxicity, and (ii) recolonization problems: species pools, ecosystem fragmentation and connectivity, genetic variability, and invasive species; and here provide possible solutions. We discuss both positive and negative consequences of restoration measures, and their causes. The restoration of wetland ecosystem functioning and services has, for a long time, been based on a trial‐and‐error approach. By presenting research and practice on the restoration of rich fen ecosystems within agricultural areas, we demonstrate the importance of biogeochemical and ecological knowledge at different spatial scales for the management and restoration of biodiversity, water quality, carbon sequestration and other ecosystem services, especially in a changing climate. We define target processes that enable scientists, nature managers, water managers and policy makers to choose between different measures and to predict restoration prospects for different types of deteriorated fens and their starting conditions.     

High-Specificity Targeted Functional Profiling in Microbial Communities with ShortBRED

Profiling microbial community function from metagenomic sequencing data remains a computationally challenging problem. Mapping millions of DNA reads from such samples to reference protein databases requires long run-times, and short read lengths can result in spurious hits to unrelated proteins (loss of specificity). We developed ShortBRED (Short, Better Representative Extract Dataset) to address these challenges, facilitating fast, accurate functional profiling of metagenomic samples. ShortBRED consists of two components: (i) a method that reduces reference proteins of interest to short, highly representative amino acid sequences (“markers”) and (ii) a search step that maps reads to these markers to quantify the relative abundance of their associated proteins. After evaluating ShortBRED on synthetic data, we applied it to profile antibiotic resistance protein families in the gut microbiomes of individuals from the United States, China, Malawi, and Venezuela. Our results support antibiotic resistance as a core function in the human gut microbiome, with tetracycline-resistant ribosomal protection proteins and Class A beta-lactamases being the most widely distributed resistance mechanisms worldwide. ShortBRED markers are applicable to other homology-based search tasks, which we demonstrate here by identifying phylogenetic signatures of antibiotic resistance across more than 3,000 microbial isolate genomes. ShortBRED can be applied to profile a wide variety of protein families of interest; the software, source code, and documentation are available for download at http://huttenhower.sph.harvard.edu/shortbred     

Low-coverage massively parallel pyrosequencing of cDNAs enables proteomics in non-model species: comparison of a species-specific database generated by pyrosequencing with databases from related species for proteome analysis of pea chloroplast envelopes

Proteomics is a valuable tool for establishing and comparing the protein content of defined tissues, cell types, or subcellular structures. Its use in non-model species is currently limited because the identification of peptides critically depends on sequence databases. In this study, we explored the potential of a preliminary cDNA database for the non-model species Pisum sativum created by a small number of massively parallel pyrosequencing (MPSS) runs for its use in proteomics and compared it to comprehensive cDNA databases from Medicago truncatula and Arabidopsis thaliana created by Sanger sequencing. Each database was used to identify proteins from a pea leaf chloroplast envelope preparation. It is shown that the pea database identified more proteins with higher accuracy, although the sequence quality was low and the sequence contigs were short compared to databases from model species. Although the number of identified proteins in non-species-specific databases could potentially be increased by lowering the threshold for successful protein identifications, this strategy markedly increases the number of wrongly identified proteins. The identification rate with non-species-specific databases correlated with spectral abundance but not with the predicted membrane helix content, and strong conservation is necessary but not sufficient for protein identification with a non-species-specific database. It is concluded that massively parallel sequencing of cDNAs substantially increases the power of proteomics in non-model species.     

A leucine-rich repeat motif of Leishmania parasite surface antigen 2 binds to macrophages through the complement receptor 3

Membrane glycoconjugates on the Leishmania parasites, notably leishmanolysin and lipophosphoglycan, have been implicated in attachment and invasion of host macrophages. However, the function of parasite surface Ag 2 (PSA-2) and membrane proteophosphoglycan (PPG) has not been elucidated. In this study we demonstrate that native and recombinant Leishmania infantum PSA-2, which consists predominantly of 15 leucine-rich repeats (LRR) and a recombinant LRR domain derived from L. major PPG, bind to macrophages. The interaction is restricted to macrophages and appears to be calcium independent. We have investigated the PSA-2-macrophage interaction to identify the host receptor involved in binding and we show that binding of PSA-2 to macrophages can be blocked by Abs to the complement receptor 3 (CR3, Mac-1). Data derived from mouse macrophage studies were further confirmed using cell lines expressing human CR3, and showed that PSA-2 also binds to the human receptor. This is the first demonstration of a functional role for PSA-2. Our data indicate that in addition to leishmanolysin and lipophosphoglycan, parasite attachment and invasion of macrophages involve a third ligand comprising the LRRs shared by PSA-2 and PPG and that these interactions occur via the CR3.     

Structural Analysis of the Core Region of O-Lipopolysaccharide of Porphyromonas gingivalis from Mutants Defective in O-Antigen Ligase and O-Antigen Polymerase

Porphyromonas gingivalis synthesizes two lipopolysaccharides (LPSs), O-LPS and A-LPS. Here, we elucidate the structure of the core oligosaccharide (OS) of O-LPS from two mutants of P. gingivalis W50, ΔPG1051 (WaaL, O-antigen ligase) and ΔPG1142 (O-antigen polymerase), which synthesize R-type LPS (core devoid of O antigen) and SR-type LPS (core plus one repeating unit of O antigen), respectively. Structural analyses were performed using one-dimensional and two-dimensional nuclear magnetic resonance spectroscopy in combination with composition and methylation analysis. The outer core OS of O-LPS occurs in two glycoforms: an “uncapped core,” which is devoid of O polysaccharide (O-PS), and a “capped core,” which contains the site of O-PS attachment. The inner core region lacks l(d)-glycero-d(l)-manno-heptosyl residues and is linked to the outer core via 3-deoxy-d-manno-octulosonic acid, which is attached to a glycerol residue in the outer core via a monophosphodiester bridge. The outer region of the “uncapped core” is attached to the glycerol and is composed of a linear α-(1→3)-linked d-Man OS containing four or five mannopyranosyl residues, one-half of which are modified by phosphoethanolamine at position 6. An amino sugar, α-d-allosamine, is attached to the glycerol at position 3. In the “capped core,” there is a three- to five-residue extension of α-(1→3)-linked Man residues glycosylating the outer core at the nonreducing terminal residue. β-d-GalNAc from the O-PS repeating unit is attached to the nonreducing terminal Man at position 3. The core OS of P. gingivalis O-LPS is therefore a highly unusual structure, and it is the basis for further investigation of the mechanism of assembly of the outer membrane of this important periodontal bacterium.Porphyromonas gingivalis is a gram-negative anaerobe which is strongly implicated in the etiology of periodontal disease. Several putative virulence factors are produced by this organism. These virulence factors include the cysteine proteases Arg-gingipains (Rgps) and Lys-gingipain (Kgp) specific for Arg-X and Lys-X peptide bonds, respectively, which are capable of degrading several host proteins (56), and lipopolysaccharide (LPS), which has the potential to cause an inflammatory response in the periodontal tissues of the host. These factors are important antigens in patients with periodontal disease and may account for a considerable proportion of the immune response directed against P. gingivalis (58).LPS is a major constituent of the outer membrane of gram-negative bacteria and facilitates interactions with the external environment. It consists of three regions: a hydrophobic lipid A embedded in the outer leaflet of the outer membrane, a core oligosaccharide (OS), and the O-polysaccharide (O-PS) side chain composed of several repeating units. The hydrophobic lipid A serves as an anchor for the LPS and consists of β-1,6-linked d-glucosamine disaccharide, which is usually phosphorylated at the 1 and/or 4′ positions and N and/or O acylated at positions 2, 3, 2′, and 3′ with various amounts of fatty acids. The rest of the LPS molecule projects from the surface. The core region is attached to lipid A and is composed of ∼10 sugars in most bacteria studied to date and can be further subdivided into an inner core and an outer core. The inner core usually contains l(d)-glycero-d-(l)-manno-heptose and 3-deoxy-d-manno-octulosonic acid (Kdo) residues, whereas the outer core is usually composed of hexoses. Attached to the outer core are the repeating units of O antigen (O-PS), which vary in composition, stereochemistry, and the sequence of O-glycosidic linkages between bacterial strains and thereby give rise to O-serotype specificity within bacterial species. Attachment of O antigen to core lipid A results in “smooth” LPS (S-type LPS), whereas LPS lacking O antigen is “rough” LPS (R-type LPS). Attachment of one repeating unit of O-PS to core lipid A results in SR-LPS (core-plus-one repeating unit) (41, 47, 48). In addition, the outer core OS region can be either “uncapped” or “capped.” The “uncapped” core OS is devoid of O-PS repeating units, whereas the “capped” core OS contains attached O-PS repeating units (47, 53) due to modifications in the outer core region.P. gingivalis W50 was originally thought to synthesize a single LPS composed of a tetrasaccharide repeating unit in the O-PS, [→6)-α-d-Glcp-(1→4)-α-l-Rhap-(1→3)-β-d-GalNAc-(1→3)-α-d-Galp-(1→], which is modified by phosphoethanolamine (PEA) at position 2 of Rha in a nonstoichiometric manner (43). However, a second LPS in this organism, namely A-LPS (49), which has a phosphorylated mannan-containing anionic polysaccharide (A-PS), was identified in our laboratory. The A-PS repeating unit is built up of a phosphorylated branched d-Man-containing oligomer composed of an α1→6-linked d-mannose backbone to which α1→2-linked d-Man side chains of different lengths (one or two residues) are attached at position 2. One of the side chains contains Manα1→2-Manα-1-phosphate linked via phosphorus to a backbone Man residue at position O-2. Although A-LPS is predominantly composed of α-d-mannose residues, it cannot be referred to as a homopolymer due to the presence of Manα1→2Manα1-phosphate-containing OS side chains forming a nonglycosidic linkage between the backbone α-mannose and side chains. Hence, it is likely that the synthesis of A-PS (A-LPS) occurs via a “wzy-dependent” pathway in which repeating units formed on the cytoplasmic face of the inner membrane are polymerized at the periplasmic face following transport or flipping across the cytoplasmic membrane. A-LPS cross-reacts with monoclonal antibody (MAb) 1B5 raised against one of the isoforms of Arg-gingipains, a family of differentially glycosylated cysteine proteases (14, 19). Deglycosylation of the cross-reacting Rgps with anhydrous trifluoromethane sulfonic acid abolishes their immunoreactivity to MAb 1B5, indicating that this antibody recognizes a carbohydrate-containing epitope also present in A-LPS (14, 44). Hence, there appear to be common elements in the biosynthesis of A-LPS and the Arg-gingipains of this organism.Inactivation of P. gingivalis waaL (PG1051, O-antigen ligase) abolishes the synthesis of both O-LPS and A-LPS (49). Hence, the WaaL O-antigen ligase appears to have dual specificity and is capable of ligating both O-PS and A-PS chains to core lipid A. The dual specificity of WaaL in the final step of LPS biosynthesis has also been demonstrated in the synthesis of Escherichia coli O-LPS and M_LPS (38) and for Pseudomonas aeruginosa A-band and B-band LPSs (1).However, the linkage between O-PS and A-PS and core OS has not been identified in P. gingivalis. In this paper, we describe a structural investigation of the core OS of O-LPS in which we used R-LPS prepared from ΔPG1051 (49) and ΔPG1142 (putative O-antigen polymerase), which we hypothesized would synthesize an SR-LPS (core plus one repeating unit) (60). The putative O-antigen polymerase encoded at PG1142 (42) is a phenylalanine-rich membrane protein consisting of 347 amino acids which shows 46% similarity over 297 amino acids to EpsK of Lactobacillus delbrueckii subsp. bulgaricus. EpsK is proposed to be a polymerase on the basis of homology and topological similarity to the O-antigen polymerase (Wzy) of E. coli and is required for the synthesis of an exopolysaccharide composed of Gal, Glc, and Rha (5:1:1) containing repeating units in L. delbrueckii (32). Application of one-dimensional (1D) and two-dimensional (2D) nuclear magnetic resonance (NMR) spectroscopy and methylation and monosaccharide analyses using gas chromatography-mass spectrometry (GC-MS) to purified core-containing OSs isolated from LPS from ΔPG1051 and ΔPG1142 mutants enabled us to solve the LPS core structure of an oral gram-negative bacterium for the first time.     

Phylogenetic Analysis of ADP-Glucose Pyrophosphorylase Subunits Reveals a Role of Subunit Interfaces in the Allosteric Properties of the Enzyme

ADP-glucose pyrophosphorylase (AGPase) catalyzes a rate-limiting step in glycogen and starch synthesis in bacteria and plants, respectively. Plant AGPase consists of two large and two small subunits that were derived by gene duplication. AGPase large subunits have functionally diverged, leading to different kinetic and allosteric properties. Amino acid changes that could account for these differences were identified previously by evolutionary analysis. In this study, these large subunit residues were mapped onto a modeled structure of the maize (Zea mays) endosperm enzyme. Surprisingly, of 29 amino acids identified via evolutionary considerations, 17 were located at subunit interfaces. Fourteen of the 29 amino acids were mutagenized in the maize endosperm large subunit (SHRUNKEN-2 [SH2]), and resulting variants were expressed in Escherichia coli with the maize endosperm small subunit (BT2). Comparisons of the amount of glycogen produced in E. coli, and the kinetic and allosteric properties of the variants with wild-type SH2/BT2, indicate that 11 variants differ from the wild type in enzyme properties or in vivo glycogen level. More interestingly, six of nine residues located at subunit interfaces exhibit altered allosteric properties. These results indicate that the interfaces between the large and small subunits are important for the allosteric properties of AGPase, and changes at these interfaces contribute to AGPase functional specialization. Our results also demonstrate that evolutionary analysis can greatly facilitate enzyme structure-function analyses.ADP-glucose pyrophosphorylase (AGPase) catalyzes the conversion of Glc-1-P (G-1-P) and ATP to ADP-Glc and pyrophosphate. This reaction represents a rate-limiting step in starch synthesis (Hannah, 2005). AGPase is an allosteric enzyme whose activity is regulated by small effector molecules. In plants, AGPase is activated by 3-phosphoglyceraldehyde (3-PGA) and deactivated by inorganic phosphate (Pi).Plant AGPase is a heterotetramer consisting of two identical large and two identical small subunits. The large and small subunits of AGPase were generated by a gene duplication. Subsequent sequence divergence has given rise to complementary rather than interchangeable subunits. Indeed, both subunits are needed for AGPase activity (Hannah and Nelson, 1976, Burger et al., 2003). Biochemical studies have indicated that both subunits are important for catalytic and allosteric properties (Hannah and Nelson, 1976; Greene et al., 1996a, 1996b; Ballicora et al., 1998; Laughlin et al., 1998; Frueauf et al., 2001; Kavakli et al., 2001a, 2001b; Cross et al., 2004, 2005; Hwang et al., 2005, 2006, 2007; Kim et al., 2007; Ventriglia et al., 2008). Surprisingly, Georgelis et al. (2007, 2008) showed that, in angiosperms, the small subunit is under greater evolutionary pressure compared with the large subunit. Detailed analyses have shown that the greater constraint on the small subunit is due to its broader tissue expression patterns compared with the large subunit and the fact that the small subunit must interact with multiple large subunits.Large subunits have undergone more duplication events than have small subunits (Georgelis et al., 2008). This has led to the creation of five groups of large subunits that differ in their patterns of tissue of expression (Akihiro et al., 2005; Crevillen et al., 2005; Ohdan et al., 2005). Crevillen et al. (2003) studied the biochemical properties of four Arabidopsis (Arabidopsis thaliana) AGPases consisting of the four different large subunits and the only functional small subunit in Arabidopsis. The different AGPases had different kinetic and allosteric properties. More specifically, the AGPases differed in their affinity for the allosteric regulator 3-PGA and the substrates G-1-P and ATP. This possibly reflects the different 3-PGA, G-1-P, and ATP levels in the various tissues. This evidence indicates that not only did the different large subunit groups subfunctionalize in terms of expression, but also these groups may have specialized in terms of protein function. While the study of Crevillen et al. (2003) pointed to functional specialization of the large subunit, the identity of the amino acid sites in the large subunit that account for these kinetic and allosteric differences was not pursued.Georgelis et al. (2008) presented supporting evidence for AGPase large subunit specialization by identifying positively selected amino acid sites in the phylogenetic branches following gene duplication events. We also identified amino acid residues that were conserved in one large subunit group but not conserved in another large subunit group (type I functional divergence; Gu, 1999) and amino acid residues that are conserved within large subunit groups but are variable among large subunit groups (type II functional divergence; Gu, 2006). Positively selected type I and type II sites could have contributed to specialization of the different large subunit groups. Indeed, positively selected type II sites in several proteins have been proven via site-directed mutagenesis (Bishop, 2005; Norrgård et al., 2006; Cavatorta et al., 2008; Courville et al., 2008) to be important for protein function and functional specialization. Additionally, several positively selected type I and type II amino acid sites in the large AGPase subunit identified in our previous evolutionary analysis (Georgelis et al., 2008) have been implicated in the kinetic and allosteric properties and heat stability of AGPase. The role of these sites was demonstrated by site-directed mutagenesis experiments of large subunits from Arabidopsis, maize endosperm, and potato (Solanum tuberosum) tuber (Ballicora et al., 1998, 2005; Kavakli et al., 2001a; Jin et al., 2005; Linebarger et al., 2005; Ventriglia et al., 2008). These analyses indicate that the rest of the amino acid sites identified as positive type I and type II sites in our previous evolutionary analysis (Georgelis et al., 2008) represent promising candidate targets for mutagenesis.To identify large subunit amino acids that are possibly important in controlling enzyme properties and that may have contributed to large subunit specialization, we conducted site-directed mutagenesis of the maize endosperm large subunit encoded by Shrunken-2 (Sh2). We specifically identified amino acids of SH2 that correspond to amino acid sites that were detected as positive type I and type II sites during the large subunit evolution (Georgelis et al., 2008). We then replaced the SH2 residues with amino acids of a group different from the SH2 family. Several amino acid sites important for the kinetic and allosteric properties and heat stability of AGPase were identified. Our results indicate that the subunit interfaces between the large and small subunits are important for the allosteric properties of AGPase. They also indicate that amino acid changes at subunit interfaces have been important for AGPase specialization in terms of allosteric properties. These experiments also support the idea that the majority of positively selected sites as detected by codon substitution models (Nielsen and Yang, 1998; Yang et al., 2000) and type II sites are not false positives. Site-directed mutagenesis of such sites can greatly facilitate enzyme structure-function analyses.     

Use of nanotopography to study mechanotransduction in fibroblasts--methods and perspectives

The environment around a cell during in vitro culture is unlikely to mimic those in vivo. Preliminary experiments with nanotopography have shown that nanoscale features can strongly influence cell morphology, adhesion, proliferation and gene regulation, but the mechanisms mediating this cell response remain unclear. In this perspective article, we attempt to illustrate that a possible mechanism is direct transmittal of forces encountered by cells during spreading to the nucleus via the cytoskeleton. We further try to illustrate that this 'self-induced' mechanotransduction may alter gene expression by changing interphase chromosome positioning. Whilst the observations described here to show how we think nanotopography can be developed as a tool to look at mechanotransduction are preliminary, we feel they indicate that topography may give cell biologists a non-invasive tool with which to investigate in vitro cellular mechanisms.