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1.
Front Microbiol ; 9: 2363, 2018.
Article in English | MEDLINE | ID: mdl-30333816

ABSTRACT

Fusarium is a complex genus of ascomycete fungi that consists of plant pathogens of agricultural relevance. Controlling Fusarium infection in crops that leads to substantial yield losses is challenging. These economic losses along with environmental and human health concerns over the usage of chemicals in attaining disease control are shifting focus toward the use of biocontrol agents for effective control of phytopathogenic Fusarium spp. In the present study, an analysis of the plant-growth promoting (PGP) and biocontrol attributes of four bacilli (Bacillus simplex 30N-5, B. simplex 11, B. simplex 237, and B. subtilis 30VD-1) has been conducted. The production of cellulase, xylanase, pectinase, and chitinase in functional assays was studied, followed by in silico gene analysis of the PGP-related and biocontrol-associated genes. Of all the bacilli included in this study, B. subtilis 30VD-1 (30VD-1) demonstrated the most effective antagonism against Fusarium spp. under in vitro conditions. Additionally, 100 µg/ml of the crude 1-butanol extract of 30VD-1's cell-free culture filtrate caused about 40% inhibition in radial growth of Fusarium spp. Pea seed bacterization with 30VD-1 led to considerable reduction in wilt severity in plants with about 35% increase in dry plant biomass over uninoculated plants growing in Fusarium-infested soil. Phase contrast microscopy demonstrated distortions and abnormal swellings in F. oxysporum hyphae on co-culturing with 30VD-1. The results suggest a multivariate mode of antagonism of 30VD-1 against phytopathogenic Fusarium spp., by producing chitinase, volatiles, and other antifungal molecules, the characterization of which is underway.

2.
CBE Life Sci Educ ; 17(3): ar40, 2018 09.
Article in English | MEDLINE | ID: mdl-30040529

ABSTRACT

We sought to test a hypothesis that systemic blind spots in active learning are a barrier both for instructors-who cannot see what every student is actually thinking on each concept in each class-and for students-who often cannot tell precisely whether their thinking is right or wrong, let alone exactly how to fix it. We tested a strategy for eliminating these blind spots by having students answer open-ended, conceptual problems using a Web-based platform, and measured the effects on student attrition, engagement, and performance. In 4 years of testing both in class and using an online platform, this approach revealed (and provided specific resolution lessons for) more than 200 distinct conceptual errors, dramatically increased average student engagement, and reduced student attrition by approximately fourfold compared with the original lecture course format (down from 48.3% to 11.4%), especially for women undergraduates (down from 73.1% to 7.4%). Median exam scores increased from 53% to 72-80%, and the bottom half of students boosted their scores to the range in which the top half had scored before the pedagogical switch. By contrast, in our control year with the same active-learning content (but without this "zero blind spots" approach), these gains were not observed.


Subject(s)
Academic Performance , Computational Biology/education , Curriculum , Problem-Based Learning , Students , Educational Measurement , Female , Humans , Male
3.
CBE Life Sci Educ ; 16(4)2017.
Article in English | MEDLINE | ID: mdl-29167224

ABSTRACT

Learning assistant (LA) programs have been implemented at a range of institutions, usually as part of a comprehensive curricular transformation accompanied by a pedagogical switch to active learning. While this shift in pedagogy has led to increased student learning gains, the positive effect of LAs has not yet been distinguished from that of active learning. To determine the effect that LAs would have beyond a student-centered instructional modality that integrated active learning, we introduced an LA program into a large-enrollment introductory molecular biology course that had already undergone a pedagogical transformation to a highly structured, flipped (HSF) format. We used questions from a concept test (CT) and exams to compare student performance in LA-supported HSF courses with student performance in courses without LAs. Students in the LA-supported course did perform better on exam questions common to both HSF course modalities but not on the CT. In particular, LA-supported students' scores were higher on common exam questions requiring higher-order cognitive skills, which LAs were trained to foster. Additionally, underrepresented minority (URM) students particularly benefited from LA implementation. These findings suggest that LAs may provide additional learning benefits to students beyond the use of active learning, especially for URM students.


Subject(s)
Academic Performance , Educational Measurement , Learning , Students , Demography , Female , Humans , Male , Molecular Biology/education , Problem-Based Learning , Surveys and Questionnaires
4.
Front Plant Sci ; 6: 784, 2015.
Article in English | MEDLINE | ID: mdl-26442090

ABSTRACT

In previous work, we showed that coinoculating Rhizobium leguminosarum bv. viciae 128C53 and Bacillus simplex 30N-5 onto Pisum sativum L. roots resulted in better nodulation and increased plant growth. We now expand this research to include another alpha-rhizobial species as well as a beta-rhizobium, Burkholderia tuberum STM678. We first determined whether the rhizobia were compatible with B. simplex 30N-5 by cross-streaking experiments, and then Medicago truncatula and Melilotus alba were coinoculated with B. simplex 30N-5 and Sinorhizobium (Ensifer) meliloti to determine the effects on plant growth. Similarly, B. simplex 30N-5 and Bu. tuberum STM678 were coinoculated onto Macroptilium atropurpureum. The exact mechanisms whereby coinoculation results in increased plant growth are incompletely understood, but the synthesis of phytohormones and siderophores, the improved solubilization of inorganic nutrients, and the production of antimicrobial compounds are likely possibilities. Because B. simplex 30N-5 is not widely recognized as a Plant Growth Promoting Bacterial (PGPB) species, after sequencing its genome, we searched for genes proposed to promote plant growth, and then compared these sequences with those from several well studied PGPB species. In addition to genes involved in phytohormone synthesis, we detected genes important for the production of volatiles, polyamines, and antimicrobial peptides as well as genes for such plant growth-promoting traits as phosphate solubilization and siderophore production. Experimental evidence is presented to show that some of these traits, such as polyamine synthesis, are functional in B. simplex 30N-5, whereas others, e.g., auxin production, are not.

5.
J Microbiol Biol Educ ; 16(2): 186-97, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26751568

ABSTRACT

This four-year study describes the assessment of a bifurcated laboratory curriculum designed to provide upper-division undergraduate majors in two life science departments meaningful exposure to authentic research. The timing is critical as it provides a pathway for both directly admitted and transfer students to enter research. To fulfill their degree requirements, all majors complete one of two paths in the laboratory program. One path immerses students in scientific discovery experienced through team research projects (course-based undergraduate research experiences, or CUREs) and the other path through a mentored, independent research project (apprentice-based research experiences, or AREs). The bifurcated laboratory curriculum was structured using backwards design to help all students, irrespective of path, achieve specific learning outcomes. Over 1,000 undergraduates enrolled in the curriculum. Self-report survey results indicate that there were no significant differences in affective gains by path. Students conveyed which aspects of the curriculum were critical to their learning and development of research-oriented skills. Students' interests in biology increased upon completion of the curriculum, inspiring a subset of CURE participants to subsequently pursue further research. A rubric-guided performance evaluation, employed to directly measure learning, revealed differences in learning gains for CURE versus ARE participants, with evidence suggesting a CURE can reduce the achievement gap between high-performing students and their peers.

7.
J Virol ; 88(5): 2461-80, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24335314

ABSTRACT

UNLABELLED: Genomic analysis of a large set of phages infecting the common host Mycobacterium smegmatis mc(2)155 shows that they span considerable genetic diversity. There are more than 20 distinct types that lack nucleotide similarity with each other, and there is considerable diversity within most of the groups. Three newly isolated temperate mycobacteriophages, Bongo, PegLeg, and Rey, constitute a new group (cluster M), with the closely related phages Bongo and PegLeg forming subcluster M1 and the more distantly related Rey forming subcluster M2. The cluster M mycobacteriophages have siphoviral morphologies with unusually long tails, are homoimmune, and have larger than average genomes (80.2 to 83.7 kbp). They exhibit a variety of features not previously described in other mycobacteriophages, including noncanonical genome architectures and several unusual sets of conserved repeated sequences suggesting novel regulatory systems for both transcription and translation. In addition to containing transfer-messenger RNA and RtcB-like RNA ligase genes, their genomes encode 21 to 24 tRNA genes encompassing complete or nearly complete sets of isotypes. We predict that these tRNAs are used in late lytic growth, likely compensating for the degradation or inadequacy of host tRNAs. They may represent a complete set of tRNAs necessary for late lytic growth, especially when taken together with the apparent lack of codons in the same late genes that correspond to tRNAs that the genomes of the phages do not obviously encode. IMPORTANCE: The bacteriophage population is vast, dynamic, and old and plays a central role in bacterial pathogenicity. We know surprisingly little about the genetic diversity of the phage population, although metagenomic and phage genome sequencing indicates that it is great. Probing the depth of genetic diversity of phages of a common host, Mycobacterium smegmatis, provides a higher resolution of the phage population and how it has evolved. Three new phages constituting a new cluster M further expand the diversity of the mycobacteriophages and introduce novel features. As such, they provide insights into phage genome architecture, virion structure, and gene regulation at the transcriptional and translational levels.


Subject(s)
Multigene Family , Mycobacteriophages/classification , Mycobacteriophages/genetics , Mycobacterium smegmatis/virology , RNA, Transfer/genetics , RNA, Viral , Base Composition , Base Sequence , Codon , Conserved Sequence , Gene Order , Genome Size , Genome, Viral , Inverted Repeat Sequences , Lysogeny/genetics , Mycobacteriophages/ultrastructure , Open Reading Frames , Phylogeny , RNA, Transfer/chemistry , Repetitive Sequences, Nucleic Acid , Sequence Alignment , Virion/genetics , Virion/ultrastructure , Virus Assembly/genetics
8.
Biochem Mol Biol Educ ; 41(1): 24-33, 2013.
Article in English | MEDLINE | ID: mdl-23382123

ABSTRACT

This study used a mixed methods approach to evaluate hybrid peer-assisted learning approaches incorporated into a bioinformatics tutorial for a genome annotation research project. Quantitative and qualitative data were collected from undergraduates who enrolled in a research-based laboratory course during two different academic terms at UCLA. Findings indicate that a critical feature of the peer-assisted learning approach is to have near-peer leaders with genome annotation experience, allowing them to communicate technical and conceptual aspects of the process in the context of a research project (a.k.a., the "big picture"). These characteristics are important for creating connections between the wet lab experiments and the computer lab activities, engendering excitement about the research project and fostering engagement in bioinformatics as a discipline. Likewise, it is essential to couple tutorial training in genome annotation with appropriate instructional materials, providing detailed, step-by-step instructions for database navigation. Finally, the assessment results support this hybrid peer-assisted learning approach as a model for undergraduates to successfully learn bioinformatics in a course setting.


Subject(s)
Computational Biology/education , Learning , Peer Group , Databases, Factual , Evaluation Studies as Topic , Female , Focus Groups , Humans , Male , Students , Teaching/methods
9.
J Vis Exp ; (63)2012 May 31.
Article in English | MEDLINE | ID: mdl-22688118

ABSTRACT

Microorganisms are everywhere - in the air, soil, and human body as well as on inanimate surfaces like laboratory benches and computer keyboards. The ubiquity of microbes creates a copious supply of potential contaminants in a laboratory. To ensure experimental success, the number of contaminants on equipment and work surfaces must be minimized. Common among many experiments in microbiology are techniques involving the measurement and transfer of cultures containing bacterial cells or viral particles. To do so without contacting non-sterile surfaces or contaminating sterile media requires (1) preparing a sterile workspace, (2) precisely setting and accurately reading instruments for aseptic transfer of liquids, and (3) properly manipulating instruments, cultures flasks, bottles and tubes within a sterile field. Learning these procedures calls for training and practice. At first, actions should be slow, deliberate, and controlled with the goal being for aseptic technique to become second nature when working at the bench. Here we present the steps for measuring volumes using serological pipettes and micropipettors within a sterile field created by a Bunsen burner. Volumes range from microliters (µl) to milliliters (ml) depending on the instrument used. Liquids commonly transferred include sterile broth or chemical solutions as well as bacterial cultures and phage stocks. By following these procedures, students should be able to: ·Work within the sterile field created by the Bunsen burner flame. ·Use serological pipettes without compromising instrument sterility. ·Aspirate liquids with serological pipettes, precisely reading calibrated volumes by aligning the meniscus formed by the liquid to the graduation marks on the pipette. ·Keep culture bottles, flasks, tubes and their respective caps sterile during liquid transfers. ·Identify different applications for plastic versus glass serological pipettes. ·State accuracy limitations for micropipettors. ·Precisely and accurately set volumes on micropipettors. ·Know how to properly use the first and second stop on a micropipettor to aspirate and transfer correct volumes.


Subject(s)
Equipment Contamination/prevention & control , Equipment and Supplies/standards , Laboratories/standards , Asepsis/methods , Containment of Biohazards/methods , Serology/instrumentation , Sterilization/methods
10.
J Vis Exp ; (63): e3064, 2012 May 11.
Article in English | MEDLINE | ID: mdl-22617405

ABSTRACT

Microorganisms are present on all inanimate surfaces creating ubiquitous sources of possible contamination in the laboratory. Experimental success relies on the ability of a scientist to sterilize work surfaces and equipment as well as prevent contact of sterile instruments and solutions with non-sterile surfaces. Here we present the steps for several plating methods routinely used in the laboratory to isolate, propagate, or enumerate microorganisms such as bacteria and phage. All five methods incorporate aseptic technique, or procedures that maintain the sterility of experimental materials. Procedures described include (1) streak-plating bacterial cultures to isolate single colonies, (2) pour-plating and (3) spread-plating to enumerate viable bacterial colonies, (4) soft agar overlays to isolate phage and enumerate plaques, and (5) replica-plating to transfer cells from one plate to another in an identical spatial pattern. These procedures can be performed at the laboratory bench, provided they involve non-pathogenic strains of microorganisms (Biosafety Level 1, BSL-1). If working with BSL-2 organisms, then these manipulations must take place in a biosafety cabinet. Consult the most current edition of the Biosafety in Microbiological and Biomedical Laboratories (BMBL) as well as Material Safety Data Sheets (MSDS) for Infectious Substances to determine the biohazard classification as well as the safety precautions and containment facilities required for the microorganism in question. Bacterial strains and phage stocks can be obtained from research investigators, companies, and collections maintained by particular organizations such as the American Type Culture Collection (ATCC). It is recommended that non-pathogenic strains be used when learning the various plating methods. By following the procedures described in this protocol, students should be able to: Perform plating procedures without contaminating media. Isolate single bacterial colonies by the streak-plating method. Use pour-plating and spread-plating methods to determine the concentration of bacteria. Perform soft agar overlays when working with phage. Transfer bacterial cells from one plate to another using the replica-plating procedure. Given an experimental task, select the appropriate plating method.


Subject(s)
Asepsis/methods , Bacteriological Techniques/methods , Containment of Biohazards/methods , Laboratories/standards , Sterilization/methods , Viral Plaque Assay/methods , Environment, Controlled , Equipment Contamination/prevention & control
11.
J Mol Biol ; 411(4): 744-64, 2011 Aug 26.
Article in English | MEDLINE | ID: mdl-21708172

ABSTRACT

Serine recombinases, which generate double-strand breaks in DNA, must be carefully regulated to ensure that chemically active DNA complexes are assembled correctly. In the Hin-catalyzed site-specific DNA inversion reaction, two inversely oriented recombination sites on the same DNA molecule assemble into a synaptic complex that uniquely generates inversion products. The Fis-bound recombinational enhancer, together with topological constraints directed by DNA supercoiling, functions to regulate Hin synaptic complex formation and activity. We have isolated a collection of gain-of-function mutants in 22 positions within the catalytic and oligomerization domains of Hin using two genetic screens and by site-directed mutagenesis. One genetic screen measured recombination in the absence of Fis and the other assessed SOS induction as a readout of increased DNA cleavage. These mutations, together with molecular modeling, identify important sites of dynamic intrasubunit and intersubunit interactions that regulate assembly of the active tetrameric recombination complex. Of particular interest are interactions between the oligomerization helix (helix E) and the catalytic domain of the same subunit that function to hold the dimer in an inactive state in the absence of the Fis/enhancer system. Among these is a relay involving a triad of phenylalanines that are proposed to switch positions during the transition from dimers to the catalytically active tetramer. Novel Hin mutants that generate synaptic complexes that are blocked at steps prior to DNA cleavage are also described.


Subject(s)
Chromosome Inversion , DNA, Superhelical/metabolism , Escherichia coli Proteins/metabolism , Factor For Inversion Stimulation Protein/metabolism , Heat-Shock Proteins/metabolism , Recombination, Genetic , Sigma Factor/metabolism , Synapses/physiology , Amino Acid Sequence , Catalysis , DNA, Superhelical/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/isolation & purification , Factor For Inversion Stimulation Protein/genetics , Factor For Inversion Stimulation Protein/isolation & purification , Heat-Shock Proteins/genetics , Molecular Sequence Data , Mutagenesis, Site-Directed , Mutation/genetics , Protein Conformation , Protein Subunits , Sequence Homology, Amino Acid , Sigma Factor/genetics
12.
Mol Biol Evol ; 23(2): 380-91, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16267141

ABSTRACT

The trnK intron of plants encodes the matK open reading frame (ORF), which has been used extensively as a phylogenetic marker for classification of plants. Here we examined the evolution of the trnK intron itself as a model for group II intron evolution in plants. Representative trnK intron sequences were compiled from species spanning algae to angiosperms, and four introns were newly sequenced. Phylogenetic analyses showed that the matK ORFs belong to the ML (mitochondrial-like) subclass of group II intron ORFs, indicating that they were derived from a mobile group II intron of the class. RNA structures of the introns were folded and analyzed, which revealed progressive RNA structural deviations and degenerations throughout plant evolution. The data support a model in which plant organellar group II introns were derived from bacterial-like introns that had "standard" RNA structures and were competent for self-splicing and mobility and that subsequently the ribozyme structures degenerated to ultimately become dependent upon host-splicing factors. We propose that the patterns of RNA structure evolution seen for the trnK intron will apply to the other group II introns in plants.


Subject(s)
DNA, Chloroplast/genetics , Evolution, Molecular , Introns/genetics , Models, Genetic , Open Reading Frames/genetics , Plants/genetics , Base Sequence , Molecular Sequence Data , Nucleic Acid Conformation , RNA Splicing/genetics , RNA, Catalytic/genetics
13.
Cell ; 119(1): 33-45, 2004 Oct 01.
Article in English | MEDLINE | ID: mdl-15454079

ABSTRACT

Most site-specific recombinases can be grouped into two mechanistically distinct families. Whereas tyrosine recombinases exchange DNA strands through a Holliday intermediate, serine recombinases such as Hin generate double-strand breaks in each recombining partner. Here, site-directed protein crosslinking is used to elucidate the configuration of protein subunits and DNA within the Hin synaptic complex and to follow the movement of protein subunits during DNA strand exchange. Our results show that the protein interface mediating synapsis is localized to a region within the catalytic domains, thereby positioning the DNA strands on the outside of the Hin tetrameric complex. Unexpected crosslinks between residues within the dimerization helices provide evidence for a conformational change that accompanies DNA cleavage. We demonstrate that the Hin subunits, which are linked to the cleaved DNA ends by serine-phosphodiester bonds, translocate between synapsed dimers to exchange the DNA strands.


Subject(s)
Chromosome Pairing/genetics , DNA Nucleotidyltransferases/metabolism , DNA/metabolism , Protein Subunits/metabolism , Recombination, Genetic/genetics , Binding Sites/genetics , Catalytic Domain/genetics , DNA/genetics , DNA Ligases/genetics , DNA Ligases/metabolism , DNA Nucleotidyltransferases/genetics , Dimerization , Macromolecular Substances , Models, Molecular , Protein Conformation , Protein Subunits/genetics , Protein Transport/genetics , Serine/metabolism
14.
J Mol Biol ; 340(4): 753-66, 2004 Jul 16.
Article in English | MEDLINE | ID: mdl-15223318

ABSTRACT

The Hin DNA invertase promotes a site-specific DNA recombination reaction in the Salmonella chromosome. The native Hin reaction exhibits overwhelming selectivity for promoting inversions between appropriately oriented recombination sites and requires the Fis regulatory protein, a recombinational enhancer, and a supercoiled DNA substrate. Here, we report a robust recombination reaction employing oligonucleotide substrates and a hyperactive mutant form of Hin. Synaptic complex intermediates purified by gel electrophoresis were found to contain four Hin protomers bound to two recombination sites. Each Hin protomer is associated covalently with a cleaved DNA end. The cleaved complexes can be ligated into both parental and recombinant orientations at equivalent frequencies, provided the core residues can base-pair, and are readily disassembled into separated DNA fragments bound by Hin dimers. Kinetic analyses reveal that synapsis occurs rapidly, followed by comparatively slow Hin-catalyzed DNA cleavage. Subsequent steps of the reaction, including DNA exchange and ligation, are fast. Thus, post-synaptic step(s) required for DNA cleavage limit the overall rate of the recombination reaction.


Subject(s)
Chromosome Pairing , DNA Nucleotidyltransferases/genetics , DNA Nucleotidyltransferases/metabolism , DNA, Bacterial/genetics , Recombination, Genetic , Amino Acid Substitution , Base Pair Mismatch , Base Pairing , Base Sequence , Binding Sites , DNA, Bacterial/metabolism , DNA, Superhelical , Dimerization , Factor For Inversion Stimulation Protein , Kinetics , Models, Molecular , Salmonella/genetics , Salmonella/metabolism , Serine/metabolism , Structure-Activity Relationship
15.
Am J Bot ; 90(4): 628-33, 2003 Apr.
Article in English | MEDLINE | ID: mdl-21659158

ABSTRACT

A group II intron containing the matK gene, which encodes a splicing-associated maturase, was found in the trnK (lysine tRNA) exon in the chloroplast genome of the six extant genera of green algae in the family Characeae, which among green algae are the sister group to embryophytes (land plants). The characean trnK intron (∼2.5 kilobases [kb]) and matK ORF (∼1.5 kb) are comparable in size to the intron and ORF of land plants, in which they are similarly found inserted in the trnK exon. Domain X, a sequence of conserved amino acid residues within matK, occurs in the Characeae. Phylogenetic analysis using maximum likelihood (GTR + I + gamma likelihood model) and parsimony (branch and bound search) yielded one tree with high bootstrap support for all branches. The matK tree was congruent with the rbcL tree for the same taxa. The number and proportion of informative sites was higher in matK (501, 31% of matK sequence) compared to rbcL (122, 10%). Characeae branch lengths were on average more than five times longer for matK compared to rbcL and provided better resolution within the Characeae. These findings along with recent genomic analyses demonstrate that the intron and matK invaded the chloroplast genome of green algae prior to the evolution of land plants.

16.
Biochemistry ; 41(18): 5788-98, 2002 May 07.
Article in English | MEDLINE | ID: mdl-11980482

ABSTRACT

Fis is an abundant bacterial DNA binding protein that functions in many different reactions. We show here that Fis subunits rapidly exchange between dimers in solution by disulfide cross-linking mixtures of Fis mutants with different electrophoretic mobilities and by monitoring energy transfer between fluorescently labeled Fis subunits upon heterodimer formation. The effects of detergents and salt concentrations on subunit exchange imply that the dimer is predominantly stabilized by hydrophobic forces, consistent with the X-ray crystal structures. Specific and nonspecific DNA strongly inhibit Fis subunit exchange. In all crystal forms of Fis, the separation between the DNA recognition helices within the Fis dimer is too short to insert into adjacent major grooves on canonical B-DNA, implying that conformational changes within the Fis dimer and/or the DNA must occur upon binding. We therefore investigated the functional importance of dimer interface flexibility for Fis-DNA binding by studying the DNA binding properties of Fis mutants that were cross-linked at different positions in the dimer. Flexibility within the core dimer interface does not appear to be required for efficient DNA binding, Fis-DNA complex dissociation, or Fis-induced DNA bending. Moreover, FRET-based experiments provided no evidence for a change in the spatial relationship between the two helix-turn-helix motifs in the Fis dimer upon DNA binding. These results support a model in which the unusually short distance between DNA recognition helices on Fis is accommodated primarily through bending of the DNA.


Subject(s)
Carrier Proteins/chemistry , Carrier Proteins/metabolism , DNA/metabolism , Blotting, Western , Carrier Proteins/genetics , Cysteine/metabolism , Dimerization , Electrophoretic Mobility Shift Assay , Factor For Inversion Stimulation Protein , Fluoresceins/chemistry , Integration Host Factors , Models, Molecular , Mutagenesis, Site-Directed , Protein Binding , Protein Structure, Quaternary , Protein Structure, Tertiary , Protein Subunits , Solutions/chemistry , Spectrometry, Fluorescence , Time Factors
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