Upregulation of genes and pathways in
Abstract
The symbiotic microbial consortium in the gut of Spodoptera littoralis shows dramatic, but reproducible changes in line with the development of the insect from the egg via six larval instars to the pupa. Since the food is kept constant during development, factors from the insect host and certain microbial symbionts are assumed to control the composition of the microbiome. A GFP-tagged Enterococcus mundtii, one of the major players of the consortium, easily integrates into the microbiome and can be monitored in all gut segments at all developmental stages. The reporter organism can be recovered from the gut using a preparative flow cytometry allowing subsequent RNA extraction for transcriptomic analyses. The transcriptomic profile from the fluorescent Enterococcus cells provides information on the adaptation of the reporter organism to the local gut conditions. The concept of using a fluorescent reporter organism that can be recovered at any time from any area of the intestinal tract will allow a holistic analysis of adaptation strategies used by the microbes to adapt to the insect gut. In combination with the analysis of transcript patterns from the gut membranes, a first insight into the molecular interaction between the insect host and the microbiome can be expected.
Keywords
- Enterococcus mundtii
- Spodoptera littoralis
- gut microbiome
- transcriptomics
- flow cytometry
1. Introduction
The development of a gut in multicellular organisms is an evolutionary achievement of the highest order. The gut allows the host to exploit the metabolic and catabolic abilities of a multitude of microbial inhabitants to degrade and digest recalcitrant and complex organic matter. The symbionts may also be involved in the detoxification of poisonous metabolites in food [1, 2]. The membranes of the intestinum carefully separate the bacterial symbionts from the host organism and prevent infection by invasive and deleterious members of the microbiome. Accordingly, the gut membrane is a complex structure that allows the exchange of nutrients with both high- and low-molecular weight (signaling) compounds and, on the other, blocks the entry of microbes and many of their macromolecular components [3]. The flux of nutrients and even more complex metabolites across the membrane is controlled by transport proteins expressed in the gut membrane [4, 5]. The microbiome also defends against parasites or pathogens [6, 7, 8]. The diverse functions provided by the microbial partners are vital for the insect’s survival, especially in adverse ecological niches.
Although almost all organisms rely on core microbiomes [9], in many cases the gut community changes according to the insect’s developmental stage. In early instars of
To monitor such developmentally controlled changes in the microbiome of
2. Fluorescent reporters and their applications for in vivo imaging in microbiomes
The green fluorescent protein (GFP) isolated from the jellyfish,
The reporter proteins provide important tools with which to monitor gene expression from within the cells in real time and in the
2.1. Construction of a GFP fluorescent system for E. mundtii
LAB is widely used as probiotics due to the benefits they bring to human and animal health by balancing the gut microbiome and by eliminating pathogenic microorganisms through the production of antimicrobial peptides [40, 41]. Due to the importance of LAB in many applications, it is essential to study how they survive and colonize by monitoring their metabolic activities
Plasmids are present in most of the members of LAB, including
Enterococci harbor plasmids that are resistant to a wide range of antibiotics, including erythromycin, tetracycline, gentamicin and vancomycin [47, 48, 49, 50]. Some of these plasmids encode bacteriocins [51, 52, 53], virulence factors [54, 55], toxins [56] and sex pheromones [57]. Plasmids replicate via rolling circle replication (RCR) and theta replication [58]. Theta-replicating plasmids can carry large DNA fragments and are more stable than RCR plasmids [59]. The enterococci plasmid pAMβ1 replicates via theta mode. In the early 1990s, shuttle vectors in the pTRK family of high and low copy number carrying the origin of replication of pAMβ1 for LAB and p15A for
The choice of a reliable expression vector depends on several factors, such as the mode of replication, copy number and stability [63]. The expression vector used in this study is derived from pTRKH3 plasmid with a broad host range. pTRKH3 is a shuttle vector for

Figure 1.
Construction of GFP-tagged
2.2. Transformation of E. mundtii KD251 using electroporation
Several methods have been used to introduce exogenous DNA into microbial cells; these include chemical treatment, electroporation, the use of a biolistic gun, ultrasound, polyethylene glycol, microwave and hydrogel [73]. Of all the methods, electroporation most efficiently transforms a broad array of microorganisms [74] by introducing foreign DNA-like plasmid into bacteria. Electroporation is one of the transformation techniques for rapid introduction of foreign DNA-like plasmid into bacteria. The method uses an electric pulse that forms pores on the bacterial cell walls so that DNA can pass into the cell. In recent years, numerous lactic acid bacteria have been transformed using electroporation [75]. The success rate of electro-transformation depends on the cell wall becoming sufficiently permeable to allow DNA to enter. In some cases, to improve a cell’s electro-transformation efficiency, the cell wall is pretreated with chemicals such as lysozyme [76, 77], threonine [78, 79], penicillin G [80], ethanol [81] and glycine [82, 83]. These weaken the cell walls only for certain bacteria species. It has been shown that the efficiency of electro-transformation of
The choice of method in the preparation of the competent cells is important for a successful transformation. Although competent
In this chapter, we report the use of a conventional method to transform
2.3. Colonization of GFP-tagged bacterium in the gut of S. littoralis
The fluorescent reporter
3. Fluorescence-activated cell sorting
Flow cytometry separates cells based on their intrinsic physical and chemical characteristics, integrating electronics, fluidics and optics. The sample, from which the cells of interest are to be sorted, is passed through a flow cell. The sheath fluid escorts the cells down the channel, where they encounter a laser beam. Light beams of specific frequencies and wavelength are emitted. Detectors measure the forward scatter (FSC) and the side scatter (SSC) based on cell size and granularity. FSC and SSC are unique for every particle. A combination of the two can differentiate among cell types within a cohort of cells. This way, the qualitative and quantitative data of a particular kind of cell can be assessed.
Fluorescence-activated cell sorting is an application of flow cytometry. The cells of interest are fluorescently tagged and sorted by the machine. Here the GFP-tagged fluorescent
Once the larvae are fed with the fluorescent
4. RNA extraction
The GFP-tagged
RNA is very sensitive to exogenous and endogenous RNases. The entire extraction procedure is done in an area free of RNase. Moreover, RNase inhibitors are used to clean all equipment, ranging from gloves to microcentrifuge tubes to get rid of RNase.
Following lysis, the RNA is separated by density gradient centrifugation using phenol, chloroform and isoamyl alcohol, and further precipitation with ethanol. The RNeasy® Mini Kit (Qiagen) based on silica-matrix RNA extraction was used in our work. Several studies have reported on extraction of high quality bacterial RNA using this kit [92, 93, 94]. Thus, RNA is obtained from the cells of the sorted
The extraction of total RNA from the low number of bacterial cells that remain after sorting by the flow cytometer is challenging. The concentration of RNA was as low as a few picograms to 50 ng. The minimum threshold quantity for a successful RNA library preparation is 100 ng. This is too low an amount to proceed with RNA sequencing. Hence, the total RNA must be amplified before we can use it further.
4.1. Amplification of RNA
Amplification of RNA is required if the aim is to create an effective transcriptomic profile from a very low starting quantity of RNA. MessageAmp II aRNA amplification kit (Ambion) was used for amplification [96, 97, 98, 99]. The principle is based on
4.1.1. Polyadenylation of RNA
Bacterial RNA is devoid of a poly (A) tail. The
4.1.2. Synthesis of first-strand cDNA
Primers against the poly (A) stretch are used to synthesize the first strand of cDNA by reverse transcription. The primers are anchored with a bacteriophage promoter sequence: T7 oligo(dT) sequence, T3 or SP6. dNTPs are added to the reaction mix.
4.1.3. Synthesis of second-strand cDNA
RNaseH is used to degrade the RNA from the RNA-cDNA pair; DNA polymerase is required to synthesize the second strand of cDNA. The result is a double-stranded cDNA fragment with a T7 promoter sequence.
4.1.4. Purification of cDNA
cDNA is cleaned by removing the fragmented RNA, enzymes and salts, all of which could hinder
4.1.5. In Vitro transcription
Multiple copies of antisense RNA are generated using DNA-dependent RNA polymerase. Linear amplification is employed for this. Depending on the bacteriophage promoter sequence attached to the cDNA, a polymerase is selected. Promoter-specific dNTPs are added to the reaction mix. 37°C is optimum for this reaction. The reaction time depends on the extent to which one wants to amplify the RNA.
4.1.6. Purification of amplified RNA
The residual enzymes, salts and unincorporated dNTPs must be removed from the final product [100, 101, 102, 103, 104].
At this point, the RNA has been amplified several fold: 1–2 ug.
RNA amplification procedures have a drawback. When the concentration of RNA is brought to a point at which successful transcriptomic profiling is possible, certain biases are unavoidably introduced.
Certain amplified transcripts may be misunderstood as duplicates and
5. Transcriptomics
At this point, we have enough RNA to get a transcriptomic profiling of the bacterial cells done. The transcriptome is the entire set of genes expressed in a type of cell at a particular time point and/or condition. This is in contrast to a genome, which refers to the full complement of genes in a cell-type. Not all genes are constitutively induced. Information about transcripts, or genes expressed, may shed light on the developmental or physiological state of the cell. It also talks about other species of RNA, small RNAs and non-coding RNAs, novel transcripts, the transcriptional start sites, splicing regions, post-transcriptional modifications, and 3′ and 5′ ends. Another purpose of transcriptomic profiling is to quantify the expressed genes. One can judge the extent of regulation of a particular gene in the given conditions. As compared to one situation, when cells behave differently in another, one can now say which genes are differentially regulated to bring about the same.
In this chapter, our aim has been to investigate the survival and adaptation strategies of
5.1. RNASeq
Transcriptome sequencing has improved dramatically over the past few years, starting with EST-based Sanger sequencing. The early method was mainly useful with the most abundant transcripts, whereas subsequent next-generation sequencing has been successfully carried out on all transcripts with sensitivity and accuracy even allowing the identification of low expressed genes. The situation has ameliorated with the advent of deep sequencing, which can increase the average number of times a nucleotide is sequenced. The deeper the sequencing is, the better the probability of detecting the less abundant transcripts. Next-generation sequencing has several hierarchies of its own. These days, RNA-seq is more widely used than the microarrays. The former gives us a base-pair level of resolution. Whereas microarrays can be used only when the reference genome sequence is available, RNA-seq can build the transcriptome
The fragmented and adapter-ligated cDNA is allowed to flow through a flow cell of the sequencer, which has oligonucleotides that complement the adapter sequences embedded in them. After hybridization, the oligonucleotides prime the polymerization process with the provided dNTPs and DNA polymerase. Each of the dNTPs is tagged with a fluorophore. As the nucleotide is incorporated, the resulting fluorescence is detected. With the addition of each nucleotide, the fluorophore is released, regenerating the 3′ hydroxyl group for the next nucleotide to join. This way, the fluorescent intensity is recorded and converted into nucleotide identity using an algorithm.
The amplified RNA from the fluorescent

Figure 2.
Overview of the workflow for bacterial RNA-seq. (A) Flow cytometry to sort fluorescent bacteria from gut homogenates. (B) Extraction of total bacterial RNA. (C) Amplification of the total RNA by
The complications arising from several different forms of RNA, alternate splicing, removal of introns, that is, the ones that are profound in eukaryotes are not required to be considered in the case bacteria. Although, there are several regulatory and non-coding RNAs in bacteria, but this particular case dictates one to follow a rather straightforward approach of unraveling the upregulated and downregulated transcripts only.
5.2. Adaptation and survival strategies of E. mundtii in the gut of the insect
The GFP-tagged
The production of antimicrobial substances from insects or their resident symbionts is a survival strategy to keep pathogens at bay. The dominant gut bacterium
The larvae were allowed to grow until the fifth instar, at which stag the guts were homogenized to retrieve the fluorescent
Numerous genes are differentially regulated in the
Gene/protein | Pathway | Function |
---|---|---|
Superoxide dismutase ( |
Oxidative stress management | Quenching reactive oxidation species by partial reduction of O2− |
Catalase | Oxidative stress management | Quenching reactive oxidation species, converting hydrogen peroxide to water and oxygen |
LPxTG-motif cell wall anchor domain protein | Cell surface adhesion | Signal peptide cleaved by sortase for cell surface adhesion |
WxL domain surface cell wall-binding protein | Cell surface adhesion | Cell surface adhesion and adaptation |
Accessory gene regulator ( |
Two-component system | Virulence factor |
General stress protein | Adaptation | Various stress management |
Universal stress protein | Adaptation | Adaptation to diverse stress sources |
Ferric (Fe+3) ABC superfamily ATP binding cassette transporter ( |
Iron transport | Iron transporter permease |
Phosphotransferase systems | Sugar transport | Regulates carbohydrate metabolism in diverse sources and adaptation |
Table 1.

Figure 3.
The gut microbiome of
Adhesion to the host gut epithelial surface is another key to successful colonization. Endosymbionts employ certain proteins (motifs and domains) for this purpose. These are mostly surface proteins associated with the cell wall and employing certain motifs, which act as the signal peptide for attaching to the cell wall. For example, the motif called LPXTG is a sorting peptide. The endopeptidase sortase cleaves it at the site between threonine and glycine residues, and links the peptide covalently to the peptidoglycan of the cell wall [109]. There is up-regulation in the genes encoding this motif and also in the sortase enzymes, indicating attachment of
The ability to adapt to variable living conditions is very much attributed to “two-component systems.” These systems form a class of signal-transduction mechanisms that are induced when the insect senses stress in the environment. The main players in the system are auto-inducing proteins (AIPs), histidine protein kinases (HPKs) and response regulators. AIPs, which interact with the HPKs, are produced in response to stress. The signal is relayed to the response regulators. This cascade ultimately produces certain factors or proteins that aid
Quorum sensing is a phenomenon where the bacterial cells interact and communicate with one another for survival. AIPs are also key players for quorum sensing. In addition, also several quorum-sensing strategies are two-component systems. AIPs accumulate in response to increases in bacterial cell density; these increases are followed by a signaling cascade and lead to cooperative gene expression by the bacteria [112].
Stress proteins are adaptive factors that are induced when living conditions become stressful. There exist general and universal stress proteins. General stress proteins help bacteria deal with oxidative stress, heat stress, salt stress or oxygen limitation [113]. Universal stress proteins are induced in response to temperature fluctuations, heat or oxidative stress and hypoxia. Both of these protein classes were upregulated in
The type of sugar transport system expressed by bacteria depends on the types of carbon sources available. Phosphotransferase systems form a class of sugar transporters that sense the sugar source available in the environment and allow the respective transporters for fructose, glucose, mannose or cellobiose to act on it. Using energy from phosphoenolpyruvate, the transport system utilizes a cascade of cytoplasmic protein components with an accompanying phosphorylation of each component [115]. These transporters are generally sugar specific and because they help bacteria to survive in presence of complex carbohydrate conditions, they are said to help in their adaptation. Several of these PTS systems are upregulated by
6. Discussion
Lactic acid bacteria are important in the production of fermented foods, such as dairy products. LAB is potential probiotics that provide benefits to human health [116]. Modified LAB could also be used as live vaccines or vaccine delivery systems [117]. It has been shown that the genetically modified
It has been shown that spatial and temporal distribution of fluorescent

Figure 4.
Photo showing the localization of fluorescent
Several factors, including the pH, redox potential, oxygen availability, and the nutrient and immune systems, can shape the microbial composition of the gut of insects [123]. Furthermore, constant change in gut contents due to molting and metamorphosis can affect the colonization of microorganisms. Many insects have an intestinal pH in the range of 6–8, and some lepidopteran larvae have an even higher pH (11–12) in their midguts [124, 125]. The hindgut harbors high bacterial diversity and density in several insects, such as cockroaches, crickets and termites [126, 127, 128].
Microorganisms that live in the hindgut benefit from the metabolites and ions transported from the malpighian tubules into the hindgut. The hindgut, which stores nitrogenous and food waste, may contain nutrients for insect gut bacteria [123]. The hindgut is involved in water resorption [129]. The microbiota in the ileum of the hindgut of scarab beetles metabolizes plant polysaccharides into components that can be used by the insect [130]. In contrast to the hindgut, the midgut is an unfavorable environment for microorganisms. Many antimicrobial peptides [131] and digestive enzymes (lysozymes) [132] are secreted by the midgut epithelium cells of
The mechanisms of bacterial colonization in specific regions of the gut are not well understood. The gut of
Only a few of the important survival strategies of
7. Future prospects
The survival strategies of
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