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1.
bioRxiv ; 2023 Oct 20.
Article in English | MEDLINE | ID: mdl-37905023

ABSTRACT

The ability to sequence single protein molecules in their native, full-length form would enable a more comprehensive understanding of proteomic diversity. Current technologies, however, are limited in achieving this goal. Here, we establish a method for long-range, single-molecule reading of intact protein strands on a commercial nanopore sensor array. By using the ClpX unfoldase to ratchet proteins through a CsgG nanopore, we achieve single-amino acid level sensitivity, enabling sequencing of combinations of amino acid substitutions across long protein strands. For greater sequencing accuracy, we demonstrate the ability to reread individual protein molecules, spanning hundreds of amino acids in length, multiple times, and explore the potential for high accuracy protein barcode sequencing. Further, we develop a biophysical model that can simulate raw nanopore signals a priori, based on amino acid volume and charge, enhancing the interpretation of raw signal data. Finally, we apply these methods to examine intact, folded protein domains for complete end-to-end analysis. These results provide proof-of-concept for a platform that has the potential to identify and characterize full-length proteoforms at single-molecule resolution.

3.
Microbiol Spectr ; 11(1): e0246422, 2023 02 14.
Article in English | MEDLINE | ID: mdl-36651852

ABSTRACT

Scleractinian corals form symbiotic relationships with a variety of microorganisms, including endosymbiotic dinoflagellates of the family Symbiodiniaceae, and with bacteria, which are collectively termed coral holobionts. Interactions between hosts and their symbionts are critical to the physiological status of corals. Coral-microorganism interactions have been studied extensively, but dinoflagellate-bacterial interactions remain largely unexplored. Here, we developed a microbiome manipulation method employing KAS-antibiotic treatment (kanamycin, ampicillin, and streptomycin) to favor pigmented bacteria residing on cultured Cladocopium and Durusdinium, major endosymbionts of corals, and isolated several carotenoid-producing bacteria from cell surfaces of the microalgae. Following KAS-antibiotic treatment of Cladocopium sp. strain NIES-4077, pigmented bacteria increased 8-fold based on colony-forming assays from the parental strain, and 100% of bacterial sequences retrieved through 16S rRNA amplicon sequencing were affiliated with the genus Maribacter. Microbiome manipulation enabled host microalgae to maintain higher maximum quantum yield of photosystem II (variable fluorescence divided by maximum fluorescence [Fv/Fm]) under light-stress conditions, compared to the parental strain. Furthermore, by combining culture-dependent and -independent techniques, we demonstrated that species of the family Symbiodiniaceae and pigmented bacteria form strong interactions. Dinoflagellates protected bacteria from antibiotics, while pigmented bacteria protected microalgal cells from light stress via carotenoid production. Here, we describe for the first time a symbiotic relationship in which dinoflagellates and bacteria mutually reduce environmental stress. Investigations of microalgal-bacterial interactions further document bacterial contributions to coral holobionts and may facilitate development of novel techniques for microbiome-mediated coral reef conservation. IMPORTANCE Coral reefs cover less than 0.1% of the ocean floor, but about 25% of all marine species depend on coral reefs at some point in their life cycles. However, rising ocean temperatures associated with global climate change are a serious threat to coral reefs, causing dysfunction of the photosynthetic apparatus of endosymbiotic microalgae of corals, and overproducing reactive oxygen species harmful to corals. We manipulated the microbiome using an antibiotic treatment to favor pigmented bacteria, enabling their symbiotic microalgal partners to maintain higher photosynthetic function under insolation stress. Furthermore, we investigated mechanisms underlying microalgal-bacterial interactions, describing for the first time a symbiotic relationship in which the two symbionts mutually reduce environmental stress. Our findings extend current insights about microalgal-bacterial interactions, enabling better understanding of bacterial contributions to coral holobionts under stressful conditions and offering hope of reducing the adverse impacts of global warming on coral reefs.


Subject(s)
Anthozoa , Dinoflagellida , Animals , Dinoflagellida/genetics , RNA, Ribosomal, 16S/genetics , Coral Reefs , Anthozoa/genetics , Anthozoa/microbiology , Bacteria , Symbiosis , Anti-Bacterial Agents/pharmacology
4.
PLoS One ; 17(10): e0276657, 2022.
Article in English | MEDLINE | ID: mdl-36269789

ABSTRACT

Sparse labeling of individual cells is an important approach in neuroscience and many other fields of research. Various methods have been developed to sparsely label only a small population of cells; however, there is no simple and reproducible strategy for managing the probability of sparse labeling at desired levels. Here, we aimed to develop a novel methodology based on the Cre-lox system to regulate sparseness at desired levels, and we purely analyzed cleavage efficiencies of loxP mutants by Cre. We hypothesized that mutations in the loxP sequence reduce the recognition efficiency by Cre, which enables the regulation of the sparseness level of gene expression. In this research, we mutagenized the loxP sequence and analyzed a library of loxP variants. We evaluated more than 1000 mutant loxP sequences, including mutants with reduced excision efficiencies by Cre ranging from 0.51% to 59%. This result suggests that these mutant loxP sequences can be useful in regulating the sparseness of genetic labeling at desired levels.


Subject(s)
Integrases , Recombination, Genetic , Integrases/genetics , Integrases/metabolism , Gene Library , Mutation
5.
iScience ; 24(9): 103032, 2021 Sep 24.
Article in English | MEDLINE | ID: mdl-34527891

ABSTRACT

Proteins carry out life's essential functions. Comprehensive proteome analysis technologies are thus required for a full understanding of the operating principles of biological systems. While current proteomics techniques suffer from limitations in sensitivity and/or throughput, nanopore technology has the potential to enable de novo protein identification through single-molecule sequencing. However, a significant barrier to achieving this goal is controlling protein/peptide translocation through the nanopore sensor for processive strand analysis. Here, we review recent approaches that use a range of techniques, from oligonucleotide conjugation to molecular motors, aimed at driving protein strands and peptides through protein nanopores. We further discuss site-specific protein conjugation chemistry that could be combined with these translocation approaches as future directions to achieve single-molecule protein detection and sequencing of native proteins.

6.
mBio ; 11(1)2020 01 21.
Article in English | MEDLINE | ID: mdl-31964724

ABSTRACT

Reef-building corals form a complex consortium with photosynthetic algae in the family Symbiodiniaceae and bacteria, collectively termed the coral holobiont. These bacteria are hypothesized to be involved in the stress resistance of the coral holobiont, but their functional roles remain largely elusive. Here, we show that cultured Symbiodiniaceae algae isolated from the reef-building coral Galaxea fascicularis are associated with novel bacteria affiliated with the family Flavobacteriaceae Antibiotic treatment eliminated the bacteria from cultured Symbiodiniaceae, resulting in a decreased maximum quantum yield of PSII (variable fluorescence divided by maximum fluorescence [Fv/Fm]) and an increased production of reactive oxygen species (ROS) under thermal and light stresses. We then isolated this bacterial strain, named GF1. GF1 inoculation in the antibiotic-treated Symbiodiniaceae cultures restored the Fv/Fm and reduced the ROS production. Furthermore, we found that GF1 produces the carotenoid zeaxanthin, which possesses potent antioxidant activity. Zeaxanthin supplementation to cultured Symbiodiniaceae ameliorated the Fv/Fm and ROS production, suggesting that GF1 mitigates thermal and light stresses in cultured Symbiodiniaceae via zeaxanthin production. These findings could advance our understanding of the roles of bacteria in Symbiodiniaceae and the coral holobiont, thereby contributing to the development of novel approaches toward coral protection through the use of symbiotic bacteria and their metabolites.IMPORTANCE Occupying less than 1% of the seas, coral reefs are estimated to harbor ∼25% of all marine species. However, the destruction of coral reefs has intensified in the face of global climate changes, such as rising seawater temperatures, which induce the overproduction of reactive oxygen species harmful to corals. Although reef-building corals form complex consortia with bacteria and photosynthetic endosymbiotic algae of the family Symbiodiniaceae, the functional roles of coral-associated bacteria remain largely elusive. By manipulating the Symbiodiniaceae bacterial community, we demonstrated that a bacterium that produces an antioxidant carotenoid could mitigate thermal and light stresses in cultured Symbiodiniaceae isolated from a reef-building coral. Therefore, this study illuminates the unexplored roles of coral-associated bacteria under stressful conditions.


Subject(s)
Anthozoa/microbiology , Bacteria/isolation & purification , Bacteria/metabolism , Zeaxanthins/biosynthesis , Animals , Bacteria/classification , Bacteria/genetics , Microbiota , Open Reading Frames , Phylogeny , RNA, Ribosomal, 16S/genetics
7.
Biosci Biotechnol Biochem ; 84(4): 854-864, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31814534

ABSTRACT

Some coral-associated bacteria show protective roles for corals against pathogens. However, the distribution of coral-protecting bacteria in seawater is not well known. In addition, compared with the methods for investigating coral pathogens, few methods have been developed to detect coral-protecting bacteria. Here we prepared a simple method for detecting Ruegeria spp., some strains of which inhibit growth of the coral pathogen Vibrio coralliilyticus. We successfully obtained two Ruegeria-targeting primer sets through in silico and in vitro screening. The primer sets r38F-r30R and r445F-r446R, in addition to the newly designed universal primer set U357'F-U515'R, were evaluated in vitro using environmental DNA extracted from seawater collected in Osaka. These methods and primers should contribute to revealing the distribution of Ruegeria spp. in marine environments.


Subject(s)
DNA Primers , Rhodobacteraceae/genetics , Rhodobacteraceae/isolation & purification , Seawater , Animals , Anthozoa/microbiology , Electrophoresis, Polyacrylamide Gel , Polymerase Chain Reaction
8.
Mar Biotechnol (NY) ; 21(1): 1-8, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30194504

ABSTRACT

The coral microbiome has attracted increased attention because of its potential roles in host protection against deadly diseases. However, little is known about the role of coral-associated bacteria against the temperature-dependent opportunistic pathogen Vibrio coralliilyticus. In this study, we tested whether bacteria associated with the reef-building coral Galaxea fascicularis could inhibit the growth of V. coralliilyticus. Twenty-nine cultivable bacteria were successfully isolated from a healthy colony of G. fascicularis kept in an aquarium. Among the bacterial isolates, three Ruegeria sp. strains inhibited the growth of V. coralliilyticus P1 as a reference strain and Vibrio sp. isolated in this study. Ruegeria sp. strains were also detected from other G. fascicularis colonies in the aquarium and in previous field studies by 16S rRNA amplicon sequencing, suggesting that Ruegeria sp. strains are common among G. fascicularis colonies. These results illuminate the potential role of Ruegeria sp. in protecting corals against pathogenic Vibrio species.


Subject(s)
Anthozoa/microbiology , Antibiosis , RNA, Ribosomal, 16S/genetics , Rhodobacteraceae/genetics , Vibrio/growth & development , Animals , Coral Reefs , High-Throughput Nucleotide Sequencing , Japan , Microbiota/genetics , Pacific Ocean , Rhodobacteraceae/classification , Rhodobacteraceae/isolation & purification , Symbiosis/physiology , Vibrio/pathogenicity
9.
PLoS One ; 13(5): e0196905, 2018.
Article in English | MEDLINE | ID: mdl-29734387

ABSTRACT

Cis-regulatory elements (CREs) are one of the important factors in controlling gene expression and elucidation of their roles has been attracting great interest. We have developed an improved method for analyzing a large variety of mutant CRE sequences in a simple and high-throughput manner. In our approach, mutant CREs with unique barcode sequences were obtained by biased randomization in a single PCR amplification. The original T7 promoter sequence was randomized by biased randomization, and the target number of base substitutions was set to be within the range of 0 to 5. The DNA library and subsequent transcribed RNA library were sequenced by next generation sequencers (NGS) to quantify transcriptional activity of each mutant. We succeeded in producing a randomized T7 promoter library with high coverage rate at each target number of base substitutions. In a single NGS analysis, we quantified the transcriptional activity of 7847 T7 promoter variants. We confirmed that the bases from -9 to -7 play an important role in the transcriptional activity of the T7 promoter. This information coincides with the previous researches and demonstrated the validity of our methodology. Furthermore, using an in vitro transcription/translation system, we found that transcriptional activities of these T7 variants were well correlated with the resultant protein abundance. We demonstrate that our method enables simple and high-throughput analysis of the effects of various CRE mutations on transcriptional regulation.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Promoter Regions, Genetic , Regulatory Sequences, Nucleic Acid/genetics , Transcription, Genetic , Bacteriophage T7/genetics , DNA Barcoding, Taxonomic/methods , DNA-Directed RNA Polymerases/genetics , Gene Expression Regulation/genetics , Mutation
10.
Biosci Biotechnol Biochem ; 82(8): 1459-1462, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29708475

ABSTRACT

A co-culture platform for bioethanol production from brown macroalgae was developed, consisting of two types of engineered Saccharomyces cerevisiae strains; alginate- and mannitol-assimilating yeast (AM1), and cellulase-displaying yeast (CDY). When the 5% (w/v) brown macroalgae Ecklonia kurome was used as the sole carbon source for this system, 2.1 g/L of ethanol was produced, along with simultaneous consumption of alginate, mannitol, and glucans.


Subject(s)
Biofuels , Ethanol/metabolism , Phaeophyceae/metabolism , Saccharomyces cerevisiae/metabolism , Alginates/metabolism , Biomass , Coculture Techniques , Glucans/metabolism , Glucuronic Acid/metabolism , Hexuronic Acids/metabolism , Mannitol/metabolism , Saccharomyces cerevisiae/classification , Species Specificity
11.
Mar Biotechnol (NY) ; 20(4): 542-548, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29705864

ABSTRACT

Coral reefs are one of the most biologically diverse and economically important ecosystems on earth. However, the destruction of coral reefs has been reported worldwide owing to rising seawater temperature associated with global warming. In this study, we investigated the potential of a redox nanoparticle (RNPO) to scavenge reactive oxygen species (ROS), which are overproduced under heat stress and play a crucial role in causing coral mortality. When reef-building coral (Acropora tenuis) larvae, without algal symbionts, were exposed to thermal stress at 33 °C, RNPO treatment significantly increased the survival rate. Proteome analysis of coral larvae was performed using nano-liquid chromatography-tandem mass spectrometry for the first time. The results revealed that several proteins related to ROS-induced oxidative stress were specifically identified in A. tenuis larvae without RNPO treatment, whereas these proteins were absent in RNPO-treated larvae, which suggested that RNPO effectively scavenged ROS from A. tenuis larvae. Results from this study indicate that RNPO treatment can reduce ROS in aposymbiotic coral larvae and would be a promising approach for protecting corals from thermal stress.


Subject(s)
Anthozoa/physiology , Nanoparticles , Oxidative Stress/drug effects , Animals , Anthozoa/drug effects , Free Radical Scavengers , Hot Temperature , Larva/drug effects , Larva/physiology , Oxidation-Reduction , Proteome , Reactive Oxygen Species
12.
Appl Microbiol Biotechnol ; 101(17): 6627-6636, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28741083

ABSTRACT

Brown macroalgae are a sustainable and promising source for bioethanol production because they are abundant in ocean ecosystems and contain negligible quantities of lignin. Brown macroalgae contain cellulose, hemicellulose, mannitol, laminarin, and alginate as major carbohydrates. Among these carbohydrates, brown macroalgae are characterized by high levels of alginate and mannitol. The direct bioconversion of alginate and mannitol into ethanol requires extensive bioengineering of assimilation processes in the standard industrial microbe Saccharomyces cerevisiae. Here, we constructed an alginate-assimilating S. cerevisiae recombinant strain by genome integration and overexpression of the genes encoding endo- and exo-type alginate lyases, DEH (4-deoxy-L-erythro-5-hexoseulose uronic acid) transporter, and components of the DEH metabolic pathway. Furthermore, the mannitol-metabolizing capacity of S. cerevisiae was enhanced by prolonged culture in a medium containing mannitol as the sole carbon source. When the constructed strain AM1 was anaerobically cultivated in a fermentation medium containing 6% (w/v) total sugars (approximately 1:2 ratio of alginate/mannitol), it directly produced ethanol from alginate and mannitol, giving 8.8 g/L ethanol and yields of up to 32% of the maximum theoretical yield from consumed sugars. These results indicate that all major carbohydrates of brown macroalgae can be directly converted into bioethanol by S. cerevisiae. This strain and system could provide a platform for the complete utilization of brown macroalgae.


Subject(s)
Alginates/metabolism , Biomedical Engineering/methods , Ethanol/metabolism , Mannitol/metabolism , Saccharomyces cerevisiae/genetics , Anaerobiosis , Biofuels , Carbohydrate Metabolism , Fermentation , Glucuronic Acid/genetics , Glucuronic Acid/metabolism , Hexuronic Acids/metabolism , Mannitol/pharmacology , Metabolic Networks and Pathways/genetics , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/metabolism , Seaweed/genetics , Seaweed/metabolism
13.
Biotechnol Prog ; 33(4): 1068-1076, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28393500

ABSTRACT

Xylose isomerase (XylC) from Clostridium cellulovorans can simultaneously perform isomerization and fermentation of d-xylose, the main component of lignocellulosic biomass, and is an attractive candidate enzyme. In this study, we optimized a specified metal cation in a previously established Saccharomyces cerevisiae strain displaying XylC. We investigated the effect of each metal cation on the catalytic function of the XylC-displaying S. cerevisiae. Results showed that the divalent cobalt cations (Co2+ ) especially enhanced the activity by 46-fold. Co2+ also contributed to d-xylose fermentation, which resulted in improving ethanol yields and xylose consumption rates by 6.0- and 2.7-fold, respectively. Utility of the extracellular xylose isomerization system was exhibited in the presence of mixed sugar. XylC-displaying yeast showed the faster d-xylose uptake than the yeast producing XI intracellularly. Furthermore, direct xylan saccharification and fermentation was performed by unique yeast co-culture system. A xylan-degrading yeast strain was established by displaying two kinds of xylanases; endo-1,4-ß-xylanase (Xyn11B) from Saccharophagus degradans, and ß-xylosidase (XlnD) from Aspergillus niger. The yeast co-culture system enabled fine-tuning of the initial ratios of the displayed enzymes (Xyn11B:XlnD:XylC) by adjusting the inoculation ratios of Xylanases (Xyn11B and XlnD)-displaying yeast and XylC-displaying yeast. When the enzymes were inoculated at the ratio of 1:1:2 (1.39 × 1013 : 1.39 × 1013 : 2.78 × 1013 molecules), 6.0 g/L ethanol was produced from xylan. Thus, the cofactor optimization and the yeast co-culture system developed in this study could expand the prospect of biofuels production from lignocellulosic biomass. © 2017 American Institute of Chemical Engineers Biotechnol. Prog., 33:1068-1076, 2017.


Subject(s)
Aldose-Ketose Isomerases/metabolism , Cell Membrane/enzymology , Ethanol/metabolism , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/metabolism , Cell Membrane/metabolism , Coculture Techniques , Ethanol/chemistry , Saccharomyces cerevisiae/cytology
14.
J Biotechnol ; 231: 129-135, 2016 Aug 10.
Article in English | MEDLINE | ID: mdl-27287535

ABSTRACT

Laminarin is the algal storage glucan and represents up to 35% of the dry weight of brown macroalgae. In this study, a novel laminarinase, Gly5M, was first found using focused proteome analysis of a laminarin-assimilating marine bacterium, Saccharophagus degradans, and the encoding gene was isolated. A Gly5M-displaying yeast strain was prepared with the cell surface display system using Saccharomyces cerevisiae. It showed a laminarin-degrading activity on the cell surface and caused the dominant accumulation of gentiobiose. The obtained gentiobiose was converted into glucose and could be assimilated by an Aspergillus aculeatus ß-glucosidase (BG)-displaying yeast strain. When Gly5M- and BG-displaying yeasts were anaerobically cultivated together in fermentation medium containing 20g/L laminarin as a sole carbon source, the coculture system with the combination of optimized ratios of the 2 yeast strains directly produced 5.2g/L ethanol. This coculture system of the 2 engineered yeast strains would be a platform for the use of laminarin and contribute to the complete utilization of brown macroalgae.


Subject(s)
Ethanol/metabolism , Glucans/metabolism , Metabolic Engineering/methods , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Alteromonadaceae , Cell Proliferation , Cellulases/genetics , Cellulases/metabolism , Coculture Techniques , Ethanol/analysis , Fermentation , Glucans/analysis , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Seaweed
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