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Sodium alginate potentiates antioxidant defense and PR proteins against early blight disease caused by Alternaria solani in Solanum lycopersicum Linn.
Authors: Priya Dey aff001; Ramani Ramanujam aff001; Ganesan Venkatesan aff002; Radhakrishnan Nagarathnam aff001
Authors place of work: Unit of Plant Pathology, Centre for Advance Studies in Botany, University of Madras, Guindy Campus, Chennai, Tamil Nadu, India aff001; Acme Progen Biotech (India) Pvt. Ltd, Salem, Tamil Nadu, India aff002
Published in the journal: PLoS ONE 14(9)
Category: Research Article
doi: https://doi.org/10.1371/journal.pone.0223216Summary
The use of biopolymers as elicitors in controlling plant diseases is gaining momentum world-wide due to their eco-friendly and non-toxic nature. In the present study, we have used an algal biopolymer (sodium alginate) and tested its applicability as an elicitor in inducing resistance factors against Alternaria solani, which causes early blight disease in Solanum lycopersicum (tomato plant). We have pre-treated tomato plants with different concentrations of sodium alginate (0.2%, 0.4%, and 0.6%) before A. solani infection. We found that sodium alginate has effectively controlled the growth of A. solani. In addition, a significant increase in the expression levels of SOD was observed in response to pathogen infection. The increased protease inhibitors activity further suggest that sodium alginate restrict the development of A. solani infection symptoms in tomato leaves. This corroborates well with the cell death analysis wherein increased sodium alginate pre-treatment results in decreased cell death. Also, the expression profile analyses reveal the induction of genes only in sodium alginate-pretreated tomato leaves, which are implicated in plant defense mechanism. Taken together, our results suggest that sodium alginate can be used as an elicitor to induce resistance against A. solani in tomato plants.
Keywords:
Plant pathogens – Pathogens – Tomatoes – Infectious disease control – Cell death – Leaves – Lipid peroxidation – Chymotrypsin
Introduction
Plants have evolved with a variety of defense mechanisms to resist pathogen invasion, e.g., the activation of systemic acquired resistance (SAR) that protects the host plant against a wide range of pathogens [1,2]. The key regulator of SAR in plants is salicylic acid (SA), which induces the expression of specific antimicrobial proteins [3]. The onset of SAR is manifested by the accumulation of novel proteins called pathogenesis-related proteins that are expressed by the host plants in response to pathological or related situations. They have been found to enhance the defensive capacity of plants in response to necrotic infections [4].
The primary defense response in the host plant against a pathogen involves the rapid generation of reactive oxygen species (ROS), also known as oxidative burst. ROS include reduced and chemically reactive molecules, such as superoxide anion (O2−), hydrogen peroxide (H2O2), hydroxyl radical (OH•), and hydroperoxyl radical (HO2•) [5]. ROS play important roles during the early stages of pathogen infection, which involve direct antimicrobial action, lignin formation, phytoalexin production, and SAR onset [6]. The balance between ROS production and antioxidation is important for maintaining a healthy biological system [7]. To mitigate the cell damage caused by ROS, plants express enzymes that scavenge excess ROS produced in cells under stressed conditions. These enzymes include superoxide dismutase (SOD; EC 1.15.1.1), peroxidase (POX, EC 1.11.1.7), ascorbate peroxidase (EC 1.11.1.11), and catalase (CAT; EC 1.11.1.6) [8]. SOD is the major antioxidant enzyme that catalyzes the dismutation of O2− into H2O2 and oxygen (O2) [9]. In turn, CAT and POXs, such as guaiacol peroxidase (GPX), break down H2O2 into water (H2O) and O2 in the living cells [10,11]. There are mainly three types of SOD (Fe-SOD, Mn-SOD, Cu/Zn-SOD) present in plants and they are classified based on the metal cofactor present at the active site of the enzyme. They can also be distinguished by exploiting their sensitivity to cyanide (KCN) and hydrogen peroxide [12].
Defense signaling in plants can be induced using elicitors—molecules that help in inducing the defense responses in plants [13,14]. Elicitors are thought to interact with the major signaling molecules of the plant defense pathway, such as SA and jasmonic acid (JA)/ethylene (ET), thereby triggering the expression of SAR and induced systemic resistance, respectively [15].
Tomato (Solanum lycopersicum L., syn. Lycopersicon esculentum Miller) belongs to the Solanaceae family and is the second most widely used vegetable in the world after potato because of its high nutritional value and antioxidative properties [16]. Tomato is a well-characterized model plant system because of its relatively small genome size of 950 mb, diploid genome with 12 chromosome pairs, and short generation time, all of which make the plant suitable for genetic analysis [17]. One of the most devastating diseases of tomato is early blight caused by the necrotrophic fungi Alternaria solani (Ellis and Martin). A key approach to control this disease is by spraying fungicides. However, fungicides harm our environment by causing water and soil pollution and negatively affect soil microorganisms and animal and human health. These limitations could be overcome by adopting alternative strategies such as using certain microbes and biopolymers as potent elicitors for priming of the plant defense armory to vanquish the pathogen invasion [18,19].
Algal polysaccharides are one of the most abundant organic molecules thought of having a great molecular biodiversity that has not yet been completely elucidated. Over the last decades, these macromolecules have been found to possess enormous potential as elicitors of plant defense responses [20–22]. Sodium alginate, the sodium salt of alginic acid, is a biopolysaccharide. Alginic acid is a linear 1,4-linked copolymer of β-D-mannuronic acid and α-L-guluronic acid that can be arranged in heteropolymeric and homopolymeric blocks [23]. The major natural sources of alginates are seaweeds (class Phaeophyceae) such as Macrocystis pyrifera, Ascophyllum nodosum, Sargassum sinicola and various types of Laminaria. In the last decades, researchers have reported that alginate-derived oligosaccharides enhance seed germination, shoot elongation, and root growth [24,25]. Küpper et al. examined the activity of alginate oligomers and found that oligoguluronate is the most active fraction that elicits oxidative burst in kelp sporophyte (Laminaria digitata) [26]. Although alginate exhibits elicitor-like activity in plants, it is yet to be known whether it induces antioxidant defense responses in plants. Hence, this study aimed to examine the potential of biopolymer sodium alginate to induce resistance factors against A. solani-caused early blight disease in tomato plants.
Materials and methods
Plant materials and growth conditions
Seeds of tomato (S. lycopersicum Linn.) variety PKM1 (Periyakulam-1) were obtained from Tamil Nadu Horticulture Research Station, Periyakulam, Tamil Nadu, India. Tomato plants were grown in pots containing vermiculite soil for 35 days in a greenhouse under 16-/8-h light/dark cycle at 25°C. After 35 days, the plants were subjected to elicitor treatment and pathogen infection.
Fungal culture
A. solani (Ellis and Martin) Sorauer (Accession No. 7114) culture was obtained from Indian Agricultural Research Institute, New Delhi, India and was grown on potato dextrose Agar media for 2 days. Subsequently, fungal mycelial blocks were cut from the media and transferred onto the surface of corn meal agar media (1.5% corn meal, 1.5% sucrose, and 2% agar). The culture was then incubated in dark at 25°C for 8 days.
Elicitor treatment
Sodium alginate (Loba Chemie, India) was used as the elicitor. Spray solutions of different sodium alginate concentrations (0.2%, 0.4%, and 0.6%) were prepared using 0.02% (v/v) Tween 20 in sterile water. These sodium alginate solutions were sprayed on the leaf surface of different tomato plants until run-off point. Control plants were sprayed with 0.02% Tween 20 in sterile water. In order to facilitate maximum absorption of elicitor molecules in sodium alginate pretreated leaves, both the elicitor treated and control plants were left undisturbed for 2 days.
Pathogen inoculation
Two days after the elicitor treatment, one set of the leaves of elicitor-treated and control plants were inoculated with A. solani as described previously [27]. Briefly, the leaves of treated plants were wounded (one wound per leaf) using a sterile needle, and a plug (5-mm diameter) of A. solani mycelium from the actively growing culture was placed on each wound. The wounded leaves of water-pretreated control plants were inoculated with droplets of sterile distilled water. Leaves were then harvested after 12, 24, 36, 40, and 60 h to determine the levels of defense-related antioxidant enzymes.
Fluorescence microscopic studies
Histological examination of A. solani-infected tomato leaves using fluorescence microscope was performed as described by Dugyala et al. [28]. After fixing and clearing of leaves in a mixture of ethanol:chloroform (3 : 1) containing 0.15% (w/v) trichloroacetic acid (TCA) for 18 h, the leaves were stained with Uvitex-2B (Polysciences, Inc., USA) for 5 min. Subsequently, 2-cm sections were cut from the stained leaf samples and mounted on slides for observation under a fluorescence microscope (excitation at 493, emission at 636 nm; Leica Microscope DM 2500, Germany).
Scanning electron microscopy (SEM) studies
SEM analysis was performed as described by Spricigo et al. [29]. Experimental leaf samples were collected on day 8 and washed thoroughly with sterile glass distilled water. The leaves were pat-dried with tissue paper, fixed in 2.5% glutaraldehyde solution with sodium cacodylate buffer (0.2 M, pH 7.2) at 4°C for 24 h, and dehydrated with acetone gradient. The samples were then frozen at −20°C and placed in a freeze-dryer under vacuum pressure at −40°C for 2 h. Subsequently, the samples were fastened with adhesive tape, coated with gold, and viewed using a scanning electron microscope (Hitachi E-1010, Japan).
Histochemical assay of H2O2 and O2− radicals
The level of O2− radicals was measured using nitro blue tetrazolium chloride (NBT) staining solution as described by Kumar et al. [30]. Briefly, leaf samples were incubated in 0.05% NBT solution and placed in a standard laboratory shaker at 80 rpm for 4 h. The reaction was terminated by immersing the leaves in 95% boiling ethanol for 10 min, and the leaves were then visualized under normal light.
Qualitative analysis of H2O2 in the experimental leaves was performed using 3,3′-diaminobenzidine (DAB) staining as described by Daudi and Brien [31]. Briefly, tomato leaves were stained with 2-ml DAB solution and kept in dark for 4 h. The DAB solution was then replaced with bleaching solution [ethanol:acetic acid:glycerol (3 : 1: 1)], and the leaves were incubated in that solution at 95°C for 15 min. Subsequently, the leaves were immersed in fresh bleaching solution for 30 min and the leaves were photographed.
H2O2 assay
Quantitative analysis of H2O2 in tomato leaves was performed as described by Sellers [32]. Experimental leaves (0.2 g) were thoroughly ground in liquid nitrogen and homogenized in 500 μl of 50 mM 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid (HEPES) buffer (pH 7.4). The supernatant (100 μl) was then added to the reaction mixture containing 800 μl of 50 mM HEPES buffer (pH 7.4) and 100 μl of potassium titanium oxalate (2.5% in 20% H2SO4). The absorbance was recorded at 410 nm, and the level of H2O2 was measured from its standard curve.
Lipid peroxidation assay
Lipid peroxidation was assayed using the method described by Heath and Pecker [33]. Briefly, 100 mg of experimental leaf sample was ground in liquid nitrogen and then homogenized in 1 ml of 5% TCA. The supernatant (1 ml) was incubated with 4 ml of 20% TCA containing 0.5% thiobarbituric acid at 95°C for 30 min. The reaction was then stopped by cooling the mixture on ice for 10 min followed by centrifugation at 6000 rpm for 15 min. The absorbance was read at 532 nm. Non-specific turbidity correction was read at 600 nm. Malondialdehyde (MDA) concentration was calculated using the extinction co-efficient of 155 mM−1cm−1. The value was expressed as μmol g−1 fresh weight.
Antioxidant enzyme assay
Leaf tissue (0.2 g) was ground in liquid nitrogen using pre-chilled mortar and pestle, homogenized using 2 ml of potassium phosphate buffer (0.1 M, pH 7.5) containing 10 μl of 0.1 M disodium ethylenediaminetetraacetic acid (Na2-EDTA) and 1% polyvinylpyrrolidone at 4°C, and then centrifuged at 4,500 ×g for 30 min at 4°C. The cell-free supernatant thus obtained was used as the enzyme source for evaluation. Total protein in leaves was quantified by the dye-binding method described by Bradford using bovine serum albumin fraction V (Sigma, Bangalore) as the standard [34].
CAT activity was measured using the method described by Volk and Feierabend [35]. Briefly, 60 μl of enzyme extract was added in 3 ml of reaction mixture containing potassium phosphate buffer (0.1 M, pH 7.0) and H2O2 (14 mM). H2O2 consumption was monitored spectrophotometrically at 240 nm. The enzyme activity was then determined using the molar extinction co-efficient of 36 M−1cm−1. CAT activity was expressed in min mg−1 protein.
GPX activity was measured using the method described by Volk and Feierabend [35]. Briefly, 50 μl of enzyme extract was added to 3 ml of reaction mixture containing 2.93 ml of sodium phosphate buffer (0.1 M, pH 7.0), 9.8 μl of guaiacol (30 mM), and 2 μl of 6.5 mM H2O2. The increase in absorbance was read at 470 nm. GPX activity was expressed as Δ470 min−1 mg−1 protein.
For GPX isoenzyme analysis, proteins were separated on a 7% native polyacrylamide gel electrophoresis (PAGE) gel under non-reducing condition at 4°C as per the method described by Davis, and the gel was immersed in 0.018 M guaiacol at room temperature for 30 min [36]. The gel was then rinsed twice with deionized water and immersed in 1% (v/v) glacial acetic acid containing 0.015% H2O2 until the development of dark brown bands.
SOD activity was measured using the method described by Beauchamp and Fridovich based on its ability to inhibit photochemical reduction of NBT [37]. Briefly, 70 μl of leaf extract was added to 3 ml of reaction mixture containing 0.05 mM EDTA, 13 mM methionine, 75 μM NBT, and 20 μM riboflavin in potassium phosphate buffer (50 mM, pH 7.8). The blank reading was set using an enzyme extract-lacking sample incubated in light (30 μE m−2 s−1 light intensity) and another such sample incubated in dark. The absorbance was read at 560 nm after 10 min of incubation, and the dark-incubated reaction mixture for each sample was used as blank. The enzyme activity was expressed in g−1 fresh weight.
SOD isoforms were separated on native PAGE as described earlier, and the gel was stained in a mixture containing 10-mg NBT, 75-mg Na2-EDTA, and 3-mg riboflavin dissolved in 100 ml of 0.1 M Tris-HCl buffer (pH 8.2) in the dark at 25°C for 30 min. The enzyme isoforms were visualized by illuminating the gel for 10 min.
Protease inhibitor assay
Chymotrypsin inhibitor activity was assayed following the method described by Schwert and Takenaka using tyrosine ethyl ester hydrochloride (TEE) as the substrate (Sigma and Co.) [38]. Briefly, tomato leaf extract (50 μl) was incubated with chymotrypsin (50 μl) for 5 min at room temperature. The control cuvette contained L-tyrosine instead of TEE. Trypsin inhibitor activity was determined following the method described by Schwert and Takenaka using p-tosyl arginine methyl ester hydrochloride as the substrate (Sigma and Co.) [38]. Autoclaved trypsin was used as the control. Inhibitor activity was expressed as inhibitor units per milligram of protein. An inhibitor unit was considered as the amount of inhibitor that reduces the hydrolysis of 1 mol of substrate per minute under standard conditions.
Cell death analysis
Cell death analysis of A. solani-infected tomato leaves was performed as described by Levine et al. [39]. Sodium alginate-pretreated leaves inoculated with A. solani were collected on day 8. Leaves showing browning symptoms were collected and ground with 1 ml of sterile glass distilled water. Cell death was analyzed by staining with Evans blue dye and measuring the absorbance at 600 nm.
Quantitative real-time polymerase chain reaction (qRT-PCR) analysis
Sodium alginate-pretreated tomato leaves inoculated with A. solani were harvested on day 8 for gene expression analysis. RNA isolation, cDNA synthesis, and expression analysis were performed as described by Sumithra Devi and Radhakrishnan [22]. Elongation factor 1 alpha was used as the internal control for normalizing qRT-PCR data, and its gene was amplified from each cDNA template using specific primers (S1 Table). The qRT-PCR data were acquired and analyzed using the Light Cycler software version 4.1.
Statistical analysis
Experimental data were obtained from three replicates. The data are expressed as the mean ± standard error of the mean. Statistical analysis was performed using one-way analysis of variance (ANOVA) with replication and Student’s t-test. Duncan’s test was performed to determine the significant differences at p < 0.01 and p < 0.05. All statistical analyses were performed using the OriginPro software version 8.5 (OriginLab Corporation, Northampton, USA).
Results
Effect of sodium alginate pretreatment on subsequent A. solani infection in tomato plants
The tomato plants were pretreated by spraying different sodium alginate concentrations, i.e., 0.2%, 0.4%, and 0.6%, on their leaves, while the control plants were pretreated with water, followed by A. solani inoculation. Interestingly, sodium alginate-pretreated leaves showed significantly decreased lesion development and disease severity after A. solani infection (Fig 1A–1H). In water-pretreated control leaves inoculated with A. solani, the area of necrotic lesions and the yellowing throughout the leaves gradually increased (Fig 1B), whereas the sodium alginate-pretreated tomato leaves showed a significant dose-dependent decrease in necrotic lesion at the site of pathogen infection (Fig 1F–1H). These results suggest that the application of sodium alginate as an elicitor can effectively enhance the resistance mechanism against A. solani infection in tomato plants. The results further demonstrate that foliar spray with 0.6% sodium alginate conferred the most significant resistance against A. solani (Fig 1H).
Fig. 1. Manifestation of disease symptoms on tomato leaves on day 8 after A. solani inoculation. A: Untreated control leaves; B: Untreated S. lycopersicum leaves inoculated with A. solani; C: S. lycopersicum leaves pretreated with 0.2% sodium alginate; D: S. lycopersicum leaves pretreated with 0.2% sodium alginate and inoculated with A. solani; E: S. lycopersicum leaves pretreated with 0.4% sodium alginate; F: S. lycopersicum leaves pretreated with 0.4% sodium alginate and inoculated with A. solani; G: S. lycopersicum leaves pretreated with 0.6% sodium alginate; H: S. lycopersicum leaves pretreated with 0.6% sodium alginate and inoculated with A. solani. ds: disease symptom (early blight). Sodium alginate pretreated tomato leaves show reduced A. solani infection
All of the experimental tomato leaves were assessed by fluorescence microscopy after staining with Uvitex-2B. Water-pretreated control leaves inoculated with A. solani showed symptoms of pathogen infection when compared with sodium alginate-pretreated tomato leaves inoculated with A. solani (Fig 2A–2H). Sodium alginate pretreatment reduced pathogen colonization in a dose-dependent manner (Fig 2F–2H).
Fig. 2. Fluorescence microscopy analysis of A. solani colonization within tomato leaves on day 8. A: Untreated control leaves; B: Untreated S. lycopersicum leaves inoculated with A. solani; C: S. lycopersicum leaves pretreated with 0.2% sodium alginate; D: S. lycopersicum leaves pretreated with 0.2% sodium alginate and inoculated with A. solani; E: S. lycopersicum leaves pretreated with 0.4% sodium alginate; F: S. lycopersicum leaves pretreated with 0.4% sodium alginate and inoculated with A. solani; G: S. lycopersicum leaves pretreated with 0.6% sodium alginate; H: S. lycopersicum leaves pretreated with 0.6% sodium alginate and inoculated with A. solani. cd: Cell death. Elicitor pretreated tomato leaves demonstrate controlled fungal hyphal progression
SEM images of A. solani-infected tomato leaves are shown in Fig 3A–3H. According to the findings of SEM analysis, the infected control leaves showed a perfusion of fungal hyphae throughout the plant cells when compared with uninfected control leaves (Fig 3A and 3B). Compared with these infected control leaves, the infected leaves pretreated with sodium alginate showed a time - and concentration-dependent decrease in hyphae (Fig 3F–3H). Notably, 0.4% sodium alginate was very effective in controlling the fungal hyphal progression (Fig 3F).
Fig. 3. SEM analysis of A. solani infection within tomato leaves on day 8 (500× magnification). A: Untreated control leaves; B: Untreated S. lycopersicum leaves inoculated with A. solani; C: S. lycopersicum leaves pretreated with 0.2% sodium alginate; D: S. lycopersicum leaves pretreated with 0.2% sodium alginate and inoculated with A. solani; E: S. lycopersicum leaves pretreated with 0.4% sodium alginate; F: S. lycopersicum leaves pretreated with 0.4% sodium alginate and inoculated with A. solani; G: S. lycopersicum leaves pretreated with 0.6% sodium alginate; H: S. lycopersicum leaves pretreated with 0.6% sodium alginate and inoculated with A. solani. cd: Cell death. Effect of sodium alginate pretreatment on the accumulation of O2− radicals
Results of the histochemical analysis of O2− are presented in Fig 4. All of the tested sodium alginate concentrations resulted in a time - and dose-dependent accumulation of O2− radicals in tomato leaves. Notably, 0.6% sodium alginate followed by pathogen infection resulted in a rapid accumulation of O2− radicals during 12 to 48 h after inoculation (Fig 4H1–4H4) followed by a gradual decrease (Fig 4H5). Infected control leaves also showed a high accumulation of O2− similar to that observed in only sodium alginate treated leaves (Fig 4B1–4B5).
Fig. 4. Histochemical analysis of O2− production. The O2− production around the site of cell death in the tomato leaves was detected by NBT staining. Compared with the control leaves (water control), sodium alginate-pretreated leaves infected with A. solani showed a time-dependent increase in the dark blue precipitation due to the reaction of NBT with O2−. A1–A5: Untreated control leaves; B1–B5: Untreated S. lycopersicum leaves inoculated with A. solani; C1–C5: S. lycopersicum leaves pretreated with 0.2% sodium alginate; D1–D5: S. lycopersicum leaves pretreated with 0.2% sodium alginate and inoculated with A. solani; E1–E5: S. lycopersicum leaves pretreated with 0.4% sodium alginate; F1–F5: S. lycopersicum leaves pretreated with 0.4% sodium alginate and inoculated with A. solani; G1–G5: S. lycopersicum leaves pretreated with 0.6% sodium alginate; H1–H5: S. lycopersicum leaves pretreated with 0.6% sodium alginate and inoculated with A. solani. Effect of sodium alginate pretreatment on H2O2 formation
H2O2 accumulation macroscopically detected in the tomato leaves pretreated with sodium alginate and/or infected with A. solani is shown in Fig 5. Sodium alginate-pretreated leaves showed an early and significant time - and dose-dependent increase in H2O2 accumulation. In addition, 0.2% and 0.6% sodium alginate-pretreated leaves showed higher H2O2 accumulation at 48 h than water-treated control leaves (Fig 5C4 and 5H4). At 60 h after pretreatment, 0.2% and 0.6% sodium alginate-pretreated leaves showed higher H2O2 accumulation than the water-treated control leaves (Fig 5C5 and 5H5). Furthermore, a higher H2O2 accumulation was observed at 48 h in 0.2% sodium alginate-pretreated leaves infected with A. solani (Fig 5D4) when compared with only sodium alginate-treated leaves (Fig 5C4). Notably, 0.6% sodium alginate-pretreated leaves infected with A. solani showed a rapid time-dependent H2O2 accumulation 24 h onward (Fig 5H1–5H5). Pathogen-infected leaves also showed rapid H2O2 accumulation from 12 to 48 h (Fig 5B1–5B4). These results indicate that sodium alginate pretreatment followed by pathogen infection resulted in rapid H2O2 accumulation when compared with water-treated control leaves and only sodium alginate-treated leaves.
Fig. 5. Histochemical analysis of H2O2 production. H2O2 production around the site of cell death in tomato leaves was assessed using DAB staining. Compared with the untreated control leaves, sodium alginate-pretreated leaves infected with A. solani showed a time-dependent increase in H2O2 accumulation, evident as a reddish-brown stain formed by the reaction of DAB with H2O2. A1–A5: Untreated control leaves; B1–B5: Untreated S. lycopersicum leaves inoculated with A. solani; C1–C5: S. lycopersicum leaves pretreated with 0.2% sodium alginate; D1–D5: S. lycopersicum leaves pretreated with 0.2% sodium alginate and inoculated with A. solani; E1–E5: S. lycopersicum leaves pretreated with 0.4% sodium alginate; F1–F5: S. lycopersicum leaves pretreated with 0.4% sodium alginate and inoculated with A. solani; G1–G5: S. lycopersicum leaves pretreated with 0.6% sodium alginate; H1–H5: S. lycopersicum leaves pretreated with 0.6% sodium alginate and inoculated with A. solani. Effect of sodium alginate pretreatment on the accumulation of H2O2 level
Notably, compared with 0.2% and 0.4% sodium alginate, 0.6% sodium alginate caused higher H2O2 accumulation at 48 h (Fig 6A). Tomato leaves pretreated with 0.2% and 0.6% sodium alginate followed by pathogen infection showed higher H2O2 accumulation at 12 h than those pretreated alone. Furthermore, leaves pretreated with 0.6% sodium alginate followed by A. solani infection showed higher H2O2 accumulation than leaves infected alone. These results indicate that tomato plants subjected to sodium alginate pretreatment followed by A. solani infection showed higher H2O2 accumulation than control, only A. solani-infected, and only elicitor-treated plants.
Fig. 6. Time course study of the levels of (A) H2O2 and (B) lipid peroxidation. Time course study of the levels of (A) H2O2 and (B) lipid peroxidation in tomato leaves pretreated with water or sodium alginate followed by A. solani infection. The levels were measured in the leaves after the following treatments: Control, A. solani inoculation; 0.2% sodium alginate pretreatment, 0.2% sodium alginate pretreatment followed by A. solani infection; 0.4% sodium alginate pretreatment, 0.4% sodium alginate pretreatment followed by A. solani infection; 0.6% sodium alginate pretreatment, 0.6% sodium alginate pretreatment followed by A. solani infection. The values represent the mean ± standard error of the mean (n = 3). The asterisks (*, **, ***) indicate that the mean values are significantly different from those of the control at the same time point; ***P < 0.001, **P < 0.01 and *P < 0.05, ns: not significant based on Student’s t-test. Effect of sodium alginate pretreatment on the level of lipid peroxidation as a function of time
The MDA content was measured to determine the level of lipid peroxidation (Fig 6B). A high level of lipid peroxidation was observed in water-pretreated and A. solani-inoculated plants from 12 to 60 h. At 12 h, 0.2% sodium alginate-pretreated leaves showed similar level of lipid peroxidation as that shown by the control leaves (water control). However, leaves pretreated with sodium alginate (0.2%, 0.4%, and 0.6%) followed by pathogen inoculation showed a lower level of lipid peroxidation at 12 h than water-treated control leaves and only pathogen-infected leaves. The level further decreased by 30% at 48 h in tomato leaves pretreated with 0.6% sodium alginate.
Effect of sodium alginate pretreatment on CAT activity
The highest CAT activity was observed in tomato leaves pretreated with 0.2% sodium alginate at 12 h when compared with untreated control and only A. solaniinoculated leaves. Pretreatment with all tested concentrations of sodium alginate followed by A. solani infection led to a significant increase in CAT activity at 12 h and 24 h. But, at 36 h and 48 h when compared to control, there were not much difference observed in the level of CAT activity in sodium alginate pretreated leaves followed by pathogen infection (Fig 7A).
Fig. 7. Time course study of the levels of (A) CAT, (B) GPX, and (C) SOD. Time course study of the levels of (A) CAT, (B) GPX, and (C) SOD in tomato leaves pretreated with sodium alginate followed by A. solani infection. The levels were measured in tomato leaves after the following treatments: Control, A. solani inoculation; 0.2% sodium alginate pretreatment, 0.2% sodium alginate pretreatment followed by A. solani infection; 0.4% sodium alginate pretreatment, 0.4% sodium alginate pretreatment followed by A. solani infection; 0.6% sodium alginate pretreatment, 0.6% sodium alginate pretreatment followed by A. solani infection The values represent the mean ± standard error of the mean (n = 3). The asterisks (*, **, ***) indicate that the mean values are significantly different from those of the control at the same time point; ***P < 0.001, **P < 0.01, and *P < 0.05, ns: not significant based on Student’s t-test. Effect of sodium alginate treatment on GPX activity
Results of the quantitative analysis of GPX activity are presented in Fig 7B. At 12 and 24 h, tomato leaves pretreated with sodium alginate (0.2%, 0.4%, and 0.6%) showed higher GPX activity than untreated control and only A. solani-infected leaves. A gradual decrease was observed in GPX activity from 12 to 48 h in leaves pretreated with 0.6% sodium alginate followed by A. solani infection. On the other hand, 0.4% of sodium alginate pretreated leaves followed by A. solani infection showed a transient induction of GPX from 12 h to 48 h when compared with all other treatments as well as water-pretreated control and only pathogen-infected leaves.
Effect of sodium alginate pretreatment on SOD activity
Leaves pretreated with 0.2% sodium alginate with or without subsequent A. solani infection showed the highest SOD activity at 12 h. In contrast, leaves pretreated with 0.4% sodium alginate with or without subsequent A. solani infection showed a decrease in SOD activity from 12 to 48 h (Fig 7C). Overall, 0.6% of sodium alginate pretreatment followed by pathogen infected leaves showed a gradual but slight increase in the SOD level from 12 h to 48 h when compared with uninfected control and infected control leaves. On the other hand, SOD activity was found to be decreased gradually in case of 0.2% and 0.4% of sodium alginate pretreatment followed by pathogen infected leaves.
Effect of sodium alginate pretreatment on GPX activity
GPX in sodium alginate-pretreated tomato leaves inoculated with A. solani was analyzed qualitatively by native PAGE followed by staining with guaiacol and H2O2 (Fig 8 and S1 Fig). At 12 h, although, there was no evidence of formation of new isoform, but as compared to control, a change in intensity of GPX activity was observed in 0.4% sodium alginate-pretreated tomato leaves inoculated with A. solani. A time dependent decrease in GPX activity was observed from 12 h to 48 h in all the samples pretreated with sodium alginate followed by pathogen infection as compared to control.
Fig. 8. GPX activity revealed by guaiacol and H2O2 staining in sodium alginate-pretreated tomato leaves infected with A. solani. Each lane contains 40 μg of enzyme sample extracted from tomato leaves harvested at different time points after the following treatments: Lane 1: Control; Lane 2: A. solani inoculation; Lane 3: 0.4% sodium alginate pretreatment; Lane 4: 0.4% sodium alginate pretreatment followed by A. solani inoculation; Lane 5: 0.6% sodium alginate pretreatment; Lane 6: 0.6% sodium alginate pretreatment followed by A. solani infection. A: 12 h; B: 24 h; C: 36 h; D: 48 h. The (-) and (+) signs indicate the direction of migration of enzyme samples. Native-PAGE analysis of SOD isoforms
Qualitative analysis of SOD in sodium alginate-pretreated tomato leaves inoculated with A. solani was performed by native PAGE, followed by staining with NBT and riboflavin. The gel analysis showed two bands at 12 h, three bands at 24 and 36 h and one band at 48 h respectively in order of increasing migration. The bands were present in uninfected control, infected control and sodium alginate pretreated leaves with or without infection. The intensity of bands decreased in a time dependent manner for all the samples (Fig 9 and S2 Fig).
Fig. 9. SOD activity revealed by NBT and riboflavin staining in sodium alginate-pretreated tomato leaves infected with A. solani. Each lane contains 40 μg of enzyme sample extracted from tomato leaves harvested at different time points after the following treatments: Lane 1: Control; Lane 2: A. solani inoculation; Lane 3: 0.2% sodium alginate pretreatment; Lane 4: 0.2% sodium alginate pretreatment followed by A. solani inoculation; Lane 5: 0.4% sodium alginate pretreatment; Lane 6: 0.4% sodium alginate pretreatment followed by A. solani infection; Lane 7: 0.6% sodium alginate pretreatment; Lane 8: 0.6% sodium alginate pretreatment followed by A. solani infection. A: 12 h; B: 24 h; C: 36 h; D: 48 h. The (-) and (+) signs indicate the direction of migration of enzyme samples. Effect of sodium alginate treatment on Trypsin inhibitor activity
Sodium alginate-pretreated tomato leaves showed increased trypsin inhibitor activity when compared with water-treated control leaves. Similarly, A. solani-infected leaves showed increased trypsin inhibitor activity when compared with uninfected control leaves. However, a significant increase in trypsin inhibitor activity was observed from day 2 onward in sodium alginate-pretreated tomato leaves infected with A. solani (Fig 10A) when compared with pathogen alone infected leaves. Further, an increase in trypsin inhibitor activity was observed in 0.2% sodium alginate-pretreated leaves infected with A. solani when compared with only pretreated leaves. Notably, 0.2% sodium alginate followed by pathogen infection resulted in 2 - and 3-fold increase in trypsin inhibitor activity on day 6 when compared with 0.4% and 0.6% sodium alginate pretreatment, respectively. Overall, these results indicate that sodium alginate pretreatment followed by A. solani infection led to a significant increase in trypsin inhibitor activity.
Fig. 10. Changes in A) trypsin and B) chymotrypsin inhibitory activities. Changes in A) trypsin and B) chymotrypsin inhibitor activities in tomato leaves harvested at different time points after the following treatments: Control, A. solani inoculation, 0.2% sodium alginate pretreatment, 0.2% sodium alginate pretreatment followed by A. solani infection; 0.4% sodium alginate pretreatment, 0.4% sodium alginate pretreatment followed by A. solani infection; 0.6% sodium alginate pretreatment, 0.6% sodium alginate pretreatment followed by A. solani infection The values represent the mean ± standard error of the mean (n = 3). The asterisks (*, **, ***) indicate that the mean values are significantly different from those of the control at the same time point; ***P < 0.001, **P < 0.01, and *P < 0.05, ns: not significant based on Student’s t-test. Effect of sodium alginate on Chymotrypsin inhibitor activity
Compared with untreated control leaves, sodium alginate-pretreated tomato leaves showed a dose-dependent increase in chymotrypsin inhibitor activity (Fig 10B). Similarly, A. solani-infected leaves also showed increased chymotrypsin inhibitor activity when compared with uninfected control leaves. Chymotrypsin inhibitor activity decreased after day 2 in sodium alginate-pretreated leaves inoculated with A. solani infection. Leaves pretreated with 0.2% sodium alginate alone showed increased chymotrypsin inhibitor activity when compared with untreated control. Notably, when compared to untreated control leaves, 0.6% sodium alginate-pretreated leaves showed decreased activity on day 4 and 6. In addition, compared with tomato leaves pretreated with 0.4% and 0.6% sodium alginate, those pretreated with 0.2% sodium alginate showed maximum chymotrypsin inhibitor activity on all days.
Analysis of the effect of sodium alginate in reducing the cell death of tomato leaves caused by A. solani
Cell death caused by A. solani infection was investigated using Evans blue dye (Fig 11). The first appearance of browning was observed on day 2, and it progressed until day 10 in infected leaves when compared with uninfected leaves. The highest cell death was observed in non-treated leaves infected with A. solani. Sodium alginate-pretreated leaves showed a 2-fold decrease in cell death when compared with pathogen-infected leaves, in which cell death was equivalent to that in untreated control plants. A dose-dependent decrease in cell death was observed in sodium alginate-pretreated tomato plants infected with A. solani.
Fig. 11. Analysis of cell death in tomato leaves. The tomato leaves for cell death analysis were harvested on day 8 after the following treatments: Control, A. solani inoculation; 0.2% sodium alginate pretreatment, 0.2% sodium alginate pretreatment followed by A. solani infection; 0.4% sodium alginate pretreatment, 0.4% sodium alginate pretreatment followed by A. solani infection; 0.6% sodium alginate pretreatment, 0.6% sodium alginate pretreatment followed by A. solani infection. The values represent the mean ± standard error of the mean (n = 3). The asterisks (*, **, ***) indicate that the mean values are significantly different from those of the control at the same time point; ***P < 0.001, **P < 0.01, and *P < 0.05, ns: not significant based on Student’s t-test. Effect of sodium alginate pretreatment on the induction of plant defense gene expression
To understand the mechanism underlying sodium alginate-induced resistance in tomato, the expression of five plant defense marker genes, namely PR2 (β-1,3-Glucanase), PR4 (Chitinase), NPR1 (Non-expressor of pathogenesis related protein 1) belonging to the SA-dependent pathway, ACO1 belonging to the ET-dependent pathway, and LoxD (Lipoxygenase D) belonging to the JA-dependent pathway, was evaluated (Fig 12).
Fig. 12. Relative expression of A) SA-dependent, B) JA-dependent, and C) ET-dependent defense genes. Relative expression of A) SA-dependent, B) JA-dependent, and C) ET-dependent defense genes in tomato leaves harvested on day 8 after the following treatments: Control, A. solani inoculation; 0.4% sodium alginate pretreatment, 0.4% sodium alginate pretreatment followed by A. solani infection; 0.6% sodium alginate pretreatment, 0.6% sodium alginate pretreatment followed by A. solani inoculation. The relative gene expressions of SA-dependent NPR1, PR2, and PR4 transcripts; JA-dependent LoxD transcript; and ET-dependent ACO1 transcript were calculated using the comparative Ct method. One-way ANOVA was used to determine whether the sample means differed significantly at ***P < 0.001, **P < 0.01, or *P < 0.05. The error bars represent the 95% confidence interval calculated from ANOVA. The values represent means (of three replicates) ± standard error of the mean. In this study, PR2 expression was significantly upregulated by 2.5-fold in A. solani-infected tomato leaves compared to water treated control plants (Fig 12A). In particular, 0.4% and 0.6% sodium alginate-pretreated leaves infected with A. solani showed 4 - and 5-fold increase in PR2 expression, respectively, compared with untreated, only pathogen-infected control leaves. Only sodium alginate-pretreated leaves showed almost 2-fold increase in PR2 expression when compared with untreated control leaves and a decrease when compared with only pathogen-infected leaves. PR4 expression was upregulated in only pathogen-infected leaves when compared with uninfected control leaves and 0.4% and 0.6% sodium alginate-pretreated leaves infected with pathogen (Fig 12A). NPR1 expression was upregulated in sodium alginate-pretreated and pathogen-infected leaves on day 8, with a 7-fold increase observed in 0.6% sodium alginate-pretreated leaves infected with pathogen when compared with the expression in untreated control leaves and only pathogen-infected leaves (Fig 12A). A similar trend was also observed in Lox D expression. Notably, only 0.6% sodium alginate-pretreated leaves and sodium alginate-pretreated leaves infected with pathogen showed a 20 - and 5-fold increase in Lox D expression, respectively, compared with control leaves, which showed higher Lox D expression than that in only pathogen-infected leaves (Fig 12B). ACO1 expression was significantly upregulated by 6 - and 3-fold in only sodium alginate-pretreated leaves and sodium alginate-pretreated leaves infected with A. solani, respectively, compared with control leaves and only pathogen-infected leaves (Fig 12C).
Discussion
Polysaccharides derived from algae have shown multidirectional stimulatory effects in plants [40]. Among such polysaccharides, sodium alginate derived mainly from brown algae (class Phaeophyceae) can stimulate seed germination [25], plant growth and development [41], ion uptake and transport [42], and photosynthesis [43]. It can also increase pigment [44], protein [45], and secondary metabolite [43] assimilation. Sodium alginate also inhibits some plant diseases [46]. In the present study, we found that sodium alginate pretreatment can induce resistance against necrotrophic fungal pathogen A. solani in tomato seedlings. The results of fluorescence microscopy and SEM indicated that foliar spray of sodium alginate (0.6%) used as a pretreatment remarkably prevented pathogen growth and reduced disease severity.
O2− is the primary ROS produced in plant cells, and it initiates a cascade of reactions to generate other ROS in a time - and space-dependent manner [47]. O2− and H2O2 generated during early stages of A. solani colonization are immediately quenched at later time points by the efficient antioxidative system, thus protecting plant cells from oxidative damages. O2− is moderately reactive and doesn’t cause severe cell damage due to its short half-life. On the other hand, H2O2 is present in plant cells under normal as well as stressed conditions and has positive as well as negative effects on plant health. At low concentration, it acts as a regulatory signal for various physiological processes but at high concentration, it damages the plant cell [48]. In our histochemical analysis, it has been observed that compared to O2-, the accumulation of H2O2 was higher in tomato leaves treated with 0.6% of sodium alginate followed by pathogen infection which indicates that O2- has been immediately dismutated to H2O2 after production.
The lipid peroxidation level is an effective marker to assess the cell membrane damage caused by ROS in stressed conditions. The formation of MDA, which damages cell membrane, is a key indicator of peroxidation. Lipid peroxide production has been found to be induced by several pathogens [49]. In our experimental study, a significantly high lipid peroxidation level was observed in water-pretreated and pathogen-infected plants, whereas very low level was observed in sodium alginate-pretreated plants with or without pathogen infection. This finding indicates a correlation between ROS accumulation and lipid peroxidation level during plant-pathogen interaction.
CAT scavenges H2O2 generated in the peroxisome—the major site of H2O2 production. Environmental stress can modulate CAT activity by enhancing or suppressing it in a time-, dose - and stress-dependent manner [50]. It has also been reported that during plant-pathogen interaction, in a resistant plant, decreased catalase activity allows higher accumulation of hydrogen peroxide which prevents further pathogen infection by strengthening the cell wall, activating defense gene and hypersensitive cell death [6][51][52]. In our study, we observed that pretreatment with all tested concentrations of sodium alginate followed by A. solani infection showed less CAT activity as compared to the generation of H2O2. Thus, based on the result we can hypothesize that sodium alginate pretreatment aid in conferring disease resistance to tomato plants against A. solani by decreasing CAT activity and accumulating higher level of H2O2 at the site of infection.
GPX is widely present in animals, plants, and microbes. Under stressed conditions, GPX effectively quenches the reactive intermediate forms of O2− and peroxy radicals [53]. In this study we observed that there was an early induction of GPX activity in the sodium alginate pretreated leaves with pathogen infection which was suppressed at the later stage. The root peroxidases of Allium porrum, Zea mays and Phaseolus vulgaris have also been reported to show the same pattern of peroxidase expression upon pathogen infection[54][55][56]. Based on these observations, it can be suggested that sodium alginate pretreatment triggers early induction of GPX in tomato plant which helps in prior onset of defense responses against pathogen infection and this existing active mechanism in turn may acts as an inhibitory signal for GPX activity at a later stage.
Since, various GPX isoforms have been reported to be present in plants, so to determine the no. of GPX isoforms in the leaves of tomato and their expression in response to pathogen infection we used the native PAGE method[57]. It was observed that two bands were present in all the samples irrespective of sodium alginate pretreatment and A. solani infection. A time dependent decrease in quantity of the expressed bands of GPX was also observed in all the sodium alginate pretreated leaves followed by pathogen infection as compared to control. Thus, we can correlate this result with the quantitative analysis of the GPX activity. Further studies will be required to identify these isoforms of GPX and their role in plant defense mechanism.
SOD plays a key role in inducing defense against oxidative stress in all aerobic organisms [58]. It catalyzes the dismutation of O2− to O2 and H2O2. SOD is often correlated with increased tolerance of the plant against environmental stresses. Our study showed a correlation between increased SOD activity and increased H2O2 accumulation in 0.6% sodium alginate-pretreated plants at early stages of interaction with the pathogen when compared with water-pretreated control and only pathogen-infected plants except at 24 h. Thus, it can be suggested that higher concentration of sodium alginate pretreatment may confer resistance to tomato plants against A. solani infection by elevating the level of SOD. Further, native PAGE analysis followed by in gel staining activity revealed differential expression of three new SOD isoenzymes at 24 h and 36 h in all the samples irrespective of sodium alginate pretreatment and A. solani infection. But further investigations are required to distinguish these different isoenzymes and the role they play in defense mechanism of plants.
Protease inhibitors have been found to exhibit antifungal activity [59] probably due to the counter defense mechanism occurring during the interaction between protease and protease inhibitors of the host and pathogen [60]. In the present study, sodium alginate pretreatment of tomato leaves resulted in increased trypsin activity and decreased chymotrypsin inhibitor activities. In particular, trypsin inhibitor activity was much higher than chymotrypsin inhibitor activity during infection. This difference may be due to the different regulatory mechanisms involved in the induction of these two classes of inhibitors in tomato leaves [61]. Interestingly, the reduction in disease symptoms in terms of cell death has been reported to be correlated with increased activities of proteases, protease inhibitors, and POXs. Such increase in enzyme activity in sodium alginate-pretreated leaves in our study could have restricted the development of disease symptoms by inhibiting the growth of the pathogen A. solani. One similar study demonstrated that enhanced activities of both POX and protease inhibitors contribute to the plant defense response against Pythium aphanidermatum in turmeric plants [62].
Lastly, we evaluated the ability of sodium alginate to induce the expression of some defense-related genes against A. solani infection in tomato seedlings. It is known that plants are equipped with various defense genes, the expression of which is latent in healthy conditions. The induction of these defense genes in plants by a prior application of any inducer is known as induced resistance [63]. NPR1 is the master regulator of SA-mediated SAR in plants [64]. Plant β-1,3-glucanases are a group of PR proteins belonging to the PR-2 family, whereas chitinases belong to the PR-4 family. The major cell wall components of many phytopathogenic fungi, including A. solani, are chitin and glucan. Therefore, it is believed that both β-1,3-glucanases and chitinases play an antifungal role by hydrolyzing the fungal cell wall, which in turn disintegrates the fungal cell. In addition, β-1,3-glucanases and chitinases have been shown to exhibit indirect effects via the formation of oligosaccharide elicitors, which further induce the expression of other PR proteins [65]. LoxD gene expression is regulated by different effectors, such as JA and abscisic acid, and also by different forms of stress, such as wounding, water deficiency, or pathogen attack [66]. Our analysis of the mRNA expression of five defense genes (NPR1, PR2, PR4, LOXD, and ACO1) belonging to SA-, JA-, and ET-dependent pathways in tomato leaves following sodium alginate pretreatment revealed that the expression of NPR1, PR2, LOXD, and ACO1 rapidly and significantly increased and that of PR4 decreased in 0.6% sodium alginate-pretreated tomato seedling infected with pathogen when compared with those in only pathogen-infected plants, which showed significantly upregulated PR4 expression. Overall, our results suggest that sodium alginate induces defense responses by activating antioxidant enzymes and PR proteins against A. solani. This finding supports the application of sodium alginate in suppressing disease development in tomato seedlings.
Conclusions
The present study demonstrated that the biopolymer sodium alginate promotes antioxidant defense and antifungal PR protein expression in tomato plants, thereby inducing resistance against A. solani-caused early blight disease. Interestingly, time-dependent oxidative burst along with the induction of SA-, JA-, and ET-responsive PR gene expression by sodium alginate suggests its efficacy in promoting plant defense. Further studies are warranted to clarify the mechanism underlying the sodium alginate-induced signal transduction pathway.
Supporting information
S1 Table [f]
Primers used for quantitative RT-PCR.S1 Fig [pdf]
Enzyme activity staining of GPX of sodium alginate pretreated tomato leaves infected with . .S2 Fig [pdf]
Enzyme activity staining of SOD of sodium alginate pretreated tomato leaves infected with . .
Zdroje
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- New Mycobacteroides abscessus subsp. massiliense strains with recombinant hsp65 gene laterally transferred from Mycobacteroides abscessus subsp. abscessus: Potential for misidentification of M. abscessus strains with the hsp65-based method
- A prognostic Bayesian network that makes personalized predictions of poor prognostic outcome post resection of pancreatic ductal adenocarcinoma
- Impact of care provider network characteristics on patient outcomes: Usage of social network analysis and a multi-scale community detection
- Valid group comparisons can be made with the Patient Health Questionnaire (PHQ-9): A measurement invariance study across groups by demographic characteristics
- Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis
- Upgraded molecular models of the human KCNQ1 potassium channel
- Mental health and quality of life outcomes in family members of patients with chronic critical illness admitted to the intensive care units of two Brazilian hospitals serving the extremes of the socioeconomic spectrum
- Correction: Secretome profiling of PC3/nKR cells, a novel highly migrating prostate cancer subline derived from PC3 cells
- The extraordinary osteology and functional morphology of the limbs in Palorchestidae, a family of strange extinct marsupial giants
- Primary hyperhidrosis prevalence and characteristics among medical students in Rio de Janeiro
- Implementation of home blood pressure monitoring among French GPs: A long and winding road
- In vitro and molecular chemosensitivity in human cholangiocarcinoma tissues
- Saiga horn user characteristics, motivations, and purchasing behaviour in Singapore
- The health and cost burden of antibiotic resistant and susceptible Escherichia coli bacteraemia in the English hospital setting: A national retrospective cohort study
- Retraction: Comprehensive Comparison of Three Different Immunosuppressive Regimens for Liver Transplant Patients with Hepatocellular Carcinoma: Steroid-Free Immunosuppression, Induction Immunosuppression and Standard Immunosuppression
- Can acute suicidality be predicted by Instagram data? Results from qualitative and quantitative language analyses
- Computational and experimental analysis of the glycophosphatidylinositol-anchored proteome of the human parasitic nematode Brugia malayi
- Antibacterial activity of silver nanoparticles of different particle size against Vibrio Natriegens
- Genetic variations associated with response to dutasteride in the treatment of male subjects with androgenetic alopecia
- To eat or not to eat: Reward delay impulsivity in children with loss of control eating, attention deficit / hyperactivity disorder, a double diagnosis, and healthy children
- Factors associated with newborn care knowledge and practices in the upper Himalayas
- Correction: A more physiological approach to lipid metabolism alterations in cancer: CRC-like organoids assessment
- Correlates of concurrent partnerships and patterns of condom use among men who have sex with men and transgender women in Peru
- Ocular and systemic risk factors associated with recurrent disc hemorrhage in primary open-angle glaucoma
- Development of a denoising convolutional neural network-based algorithm for metal artifact reduction in digital tomosynthesis for arthroplasty: A phantom study
- Low-level sensory processes play a more crucial role than high-level cognitive ones in the size-weight illusion
- The prevalence of asthma and allergic rhinitis in Nigeria: A nationwide survey among children, adolescents and adults
- Retraction: Human Cystathionine-β-Synthase Phosphorylation on Serine227 Modulates Hydrogen Sulfide Production in Human Urothelium
- Which clinical and biochemical predictors should be used to screen for diabetes in patients with serious mental illness receiving antipsychotic medication? A large observational study
- Characteristics of diabetic macular edema patients refractory to anti-VEGF treatments and a dexamethasone implant
- Correction: Effects of dietary n-6: n-3 polyunsaturated fatty acid ratios on meat quality, carcass characteristics, tissue fatty acid profiles, and expression of lipogenic genes in growing goats
- Speckle tracking derived reference values of myocardial deformation and impact of cardiovascular risk factors – Results from the population-based STAAB cohort study
- Impact of pterygium on the ocular surface and meibomian glands
- Lack of association between hypothyroxinemia of prematurity and transient thyroid abnormalities with adverse long term neurodevelopmental outcome in very low birth weight infants
- Transcriptome divergence during leaf development in two contrasting switchgrass (Panicum virgatum L.) cultivars
- Study on Dalfampridine in the treatment of Multiple Sclerosis Mobility Disability: A meta-analysis
- Circulating progenitor cells and the expression of Cxcl12, Cxcr4 and angiopoietin-like 4 during wound healing in the murine ear
- EUSKOR: End-to-end coreference resolution system for Basque
- Inactivating pathogenic bacteria in greywater by biosynthesized Cu/Zn nanoparticles from secondary metabolite of Aspergillus iizukae; optimization, mechanism and techno economic analysis
- Exopolysaccharide producing rhizobacteria and their impact on growth and drought tolerance of wheat grown under rainfed conditions
- Structural equation modeling for hypertension and type 2 diabetes based on multiple SNPs and multiple phenotypes
- Correction: Association between ultraviolet radiation exposure dose and cataract in Han people living in China and Taiwan: A cross-sectional study
- Short-term exercise training improves cardiac function associated to a better antioxidant response and lower type 3 iodothyronine deiodinase activity after myocardial infarction
- Unexpected low genetic variation in the South American hystricognath rodent Lagostomus maximus (Rodentia: Chinchillidae)
- PRC2 activates interferon-stimulated genes indirectly by repressing miRNAs in glioblastoma
- Surgical resection is sufficient for incidentally discovered solitary pulmonary nodule caused by nontuberculous mycobacteria in asymptomatic patients
- “I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi
- Impact of major illnesses and geographic regions on do-not-resuscitate rate and its potential cost savings in Taiwan
- Implementation of intermittent theta burst stimulation compared to conventional repetitive transcranial magnetic stimulation in patients with treatment resistant depression: A cost analysis
- Genome-wide analysis of DNA methylation profile identifies differentially methylated loci associated with human intervertebral disc degeneration
- Correction: Artificial neural networks reveal individual differences in metacognitive monitoring of memory
- Combining fish and environmental PCR for diagnostics of diseased laboratory zebrafish in recirculating systems
- Reading skill modulates the effect of parafoveal distractors on foveal lexical decision in deaf students
- Association between the posterior part of the circle of Willis and the vertebral artery hypoplasia
- Exposure to marital conflict: Gender differences in internalizing and externalizing problems among children
- Ethanol locks for the prevention of catheter-related infection in patients with central venous catheter: A systematic review and meta-analysis of randomized controlled trials
- The effect of age and perturbation time on online control during rapid pointing
- Oilseed rape (Brassica napus) resistance to growth of Leptosphaeria maculans in leaves of young plants contributes to quantitative resistance in stems of adult plants
- Lymphocyte proliferation induced by high-affinity peptides for HLA-B*51:01 in Behçet’s uveitis
- Sensitization of avian pathogenic Escherichia coli to amoxicillin in vitro and in vivo in the presence of surfactin
- Genomic characterization of the complete terpene synthase gene family from Cannabis sativa
- Inhibition of gap junctional intercellular communication by an anti-migraine agent, flunarizine
- Levels of serum eosinophil cationic protein are associated with hookworm infection and intensity in endemic communities in Ghana
- Plant growth promoting rhizobacterium Stenotrophomonas maltophilia BJ01 augments endurance against N2 starvation by modulating physiology and biochemical activities of Arachis hypogea
- Hierarchical integrated and segregated processing in the functional brain default mode network within attention-deficit/hyperactivity disorder
- Rising co-payments coincide with unwanted effects on continuity of healthcare for patients with schizophrenia in the Netherlands
- Analysis of Zobellella denitrificans ZD1 draft genome: Genes and gene clusters responsible for high polyhydroxybutyrate (PHB) production from glycerol under saline conditions and its CRISPR-Cas system
- False-negative errors in next-generation sequencing contribute substantially to inconsistency of mutation databases
- Identification of potassium phosphite responsive miRNAs and their targets in potato
- Quantification of bell-shaped size selectivity in shrimp trawl fisheries using square mesh panels and a sorting cone after a Nordmøre grid
- Deactivation of somatosensory and visual cortices during vestibular stimulation is associated with older age and poorer balance
- Combined immunization with attenuated live influenza vaccine and chimeric pneumococcal recombinant protein improves the outcome of virus-bacterial infection in mice
- Flooding performance evaluation of alkyl aryl sulfonate in various alkaline environments
- An artificial intelligent diagnostic system on mobile Android terminals for cholelithiasis by lightweight convolutional neural network
- Enhanced detection of prion infectivity from blood by preanalytical enrichment with peptoid-conjugated beads
- COI metabarcoding primer choice affects richness and recovery of indicator taxa in freshwater systems
- Retraction: APRIL Induces Tumorigenesis and Metastasis of Colorectal Cancer Cells via Activation of the PI3K/Akt Pathway
- The intake pattern and feed preference of layer hens selected for high or low feed conversion ratio
- Individualized pattern recognition for detecting mind wandering from EEG during live lectures
- Ontogenetic expression of thyroid hormone signaling genes: An in vitro and in vivo species comparison
- Post-activation potentiation effect of eccentric overload and traditional weightlifting exercise on jumping and sprinting performance in male athletes
- Effectiveness of different central venous catheter fixation suture techniques: An in vitro crossover study
- Quantitative detection of ALK fusion breakpoints in plasma cell-free DNA from patients with non-small cell lung cancer using PCR-based target sequencing with a tiling primer set and two-step mapping/alignment
- Nuclei deformation reveals pressure distributions in 3D cell clusters
- Strategies for increasing diagnostic yield of community-onset bacteraemia within the emergency department: A retrospective study
- Rapid evolution of Mexican H7N3 highly pathogenic avian influenza viruses in poultry
- Certified service dogs – A cost-effectiveness analysis appraisal
- Endothelial dysfunction and low-grade inflammation in the transition to renal replacement therapy
- Assessing the impact of a research funder’s recommendation to consider core outcome sets
- Validity of six consumer-level activity monitors for measuring steps in patients with chronic heart failure
- Detection of deceptive motions in rugby from visual motion cues
- The impact of antenatal care on neonatal mortality in sub-Saharan Africa: A systematic review and meta-analysis
- Epidemiological investigation and management of bloody diarrhea among children in India
- Irisin promotes C2C12 myoblast proliferation via ERK-dependent CCL7 upregulation
- Bacteria isolated from Bengal cat (Felis catus × Prionailurus bengalensis) anal sac secretions produce volatile compounds potentially associated with animal signaling
- Petri net–based model of the human DNA base excision repair pathway
- Complexation and conformation of lead ion with poly-γ-glutamic acid in soluble state
- The effects of sympathetic activity induced by ice water on blood flow and brachial artery flow-mediated dilatation response in healthy volunteers
- The Youth-Physical Activity Towards Health (Y-PATH) intervention: Results of a 24 month cluster randomised controlled trial
- The COPD multi-dimensional phenotype: A new classification from the STORICO Italian observational study
- Morphological identification of Amphitetranychus species (Acari: Tetranychidae) with crossbreeding, esterase zymograms and DNA barcode data
- Maintaining hope after a disabling stroke: A longitudinal qualitative study of patients’ experiences, views, information needs and approaches towards making treatment decisions
- Cultural differences in the use of acoustic cues for musical emotion experience
- Effects of a rifampicin pre-treatment on linezolid pharmacokinetics
- High prevalence of multidrug resistant Enterobacteriaceae among residents of long term care facilities in Amsterdam, the Netherlands
- Infection/inflammation-associated preterm delivery within 14 days of presentation with symptoms of preterm labour: A multivariate predictive model
- Prognostic value of preoperative hydronephrosis in patients with bladder cancer undergoing radical cystectomy: A meta-analysis
- Correction: Early life predictors of midlife allostatic load: A prospective cohort study
- PCR-free whole exome sequencing: Cost-effective and efficient in detecting rare mutations
- Epstein-Barr virus genome packaging factors accumulate in BMRF1-cores within viral replication compartments
- Symbiotic incompatibility between soybean and Bradyrhizobium arises from one amino acid determinant in soybean Rj2 protein
- Does anticoagulation needed for distally located incidental pulmonary thromboembolism in patients with active cancer?
- Control of human testis-specific gene expression
- Speaking up culture of medical students within an academic teaching hospital: Need of faculty working in patient safety
- Appraisal on the wound healing potential of Melaleuca alternifolia and Rosmarinus officinalis L. essential oil-loaded chitosan topical preparations
- Understanding parental perspectives on outcomes following paediatric encephalitis: A qualitative study
- Results of scoping review do not support mild traumatic brain injury being associated with a high incidence of chronic cognitive impairment: Commentary on McInnes et al. 2017
- Native seed, soil and atmosphere respond to boreal forest topsoil (LFH) storage
- Development of a quantitative polymerase chain reaction assay and environmental DNA sampling methods for Giant Gartersnake (Thamnophis gigas)
- Genetic diversity and population structure of four Chinese rabbit breeds
- Knowledge, attitude and behaviors towards patients with mental illness: Results from a national Lebanese study
- Correction: An impact evaluation of two rounds of mass drug administration on the prevalence of active trachoma: A clustered cross sectional survey
- Comparative prognostic accuracy of sepsis scores for hospital mortality in adults with suspected infection in non-ICU and ICU at an academic public hospital
- Graph convolutional network approach applied to predict hourly bike-sharing demands considering spatial, temporal, and global effects
- Impact of traffic variability on geographic accessibility to 24/7 emergency healthcare for the urban poor: A GIS study in Dhaka, Bangladesh
- Feeling the heat: Elevated temperature affects male display activity of a lekking grassland bird
- Constructing a comprehensive disaster resilience index: The case of Italy
- Intraocular pressure according to different types of tonometry (non-contact and Goldmann applanation) in patients with different degrees of bilateral tearing
- Prevalent vertebral fracture is dominantly associated with spinal microstructural deterioration rather than bone mineral density in patients with type 2 diabetes mellitus
- Silent volumetric multi-contrast 7 Tesla MRI of ocular tumors using Zero Echo Time imaging
- Nonverbal synchrony in virtual reality
- Do speed cameras reduce road traffic collisions?
- A zero-shot learning approach to the development of brain-computer interfaces for image retrieval
- Use of non-HIV medication among people living with HIV and receiving antiretroviral treatment in Côte d’Ivoire, West Africa: A cross-sectional study
- DNA barcoding of southern African crustaceans reveals a mix of invasive species and potential cryptic diversity
- Development of an international external quality assurance program for HIV-1 incidence using the Limiting Antigen Avidity assay
- Correction: The mean cell volume difference (dMCV) reflects serum hypertonicity in diabetic dogs
- Structural characteristics of lipocalin allergens: Crystal structure of the immunogenic dog allergen Can f 6
- Transport oil product consumption and GHG emission reduction potential in China: An electric vehicle-based scenario analysis
- Ontogenetic shift in the energy allocation strategy and physiological condition of larval plaice (Pleuronectes platessa)
- Increased proliferation and altered cell cycle regulation in pancreatic stem cells derived from patients with congenital hyperinsulinism
- Diagnostic accuracy of Xpert MTB/RIF assay and non-molecular methods for the diagnosis of tuberculosis lymphadenitis
- Assessment of glucose-6-phosphate dehydrogenase activity using CareStart G6PD rapid diagnostic test and associated genetic variants in Plasmodium vivax malaria endemic setting in Mauritania
- Spatial distribution of breast cancer in Sudan 2010-2016
- Human-induced fire regime shifts during 19th century industrialization: A robust fire regime reconstruction using northern Polish lake sediments
- Enhanced effectiveness of oil dispersants in destabilizing water-in-oil emulsions
- Development of UV spectrophotometry methods for concurrent quantification of amlodipine and celecoxib by manipulation of ratio spectra in pure and pharmaceutical formulation
- Iron and manganese co-limit growth of the Southern Ocean diatom Chaetoceros debilis
- Bilateral and unilateral load-velocity profiling in a machine-based, single-joint, lower body exercise
- Veterans Health Administration nurses’ training and beliefs related to care of patients with traumatic brain injury
- Supplementation strategies affect the feed intake and performance of grazing replacement heifers
- Active transcutaneous bone conduction hearing implants: Systematic review and meta-analysis
- Parameterization-induced uncertainties and impacts of crop management harmonization in a global gridded crop model ensemble
- Acidification effects on isolation of extracellular vesicles from bovine milk
- GPR40 full agonism exerts feeding suppression and weight loss through afferent vagal nerve
- Mining version history to predict the class instability
- Humpback whale song occurrence reflects ecosystem variability in feeding and migratory habitat of the northeast Pacific
- A phase 2 study of an oral mTORC1/mTORC2 kinase inhibitor (CC-223) for non-pancreatic neuroendocrine tumors with or without carcinoid symptoms
- Asprosin response in hypoglycemia is not related to hypoglycemia unawareness but rather to insulin resistance in type 1 diabetes
- Muscle oxygenation maintained during repeated-sprints despite inspiratory muscle loading
- Reconstructing systematic persistent impacts of promotional marketing with empirical nonlinear dynamics
- Trans-national conservation and infrastructure development in the Heart of Borneo
- Prediction of cardiovascular disease risk among people with severe mental illness: A cohort study
- Data in question: A survey of European biobank professionals on ethical, legal and societal challenges of biobank research
- Hypertensive APOL1 risk allele carriers demonstrate greater blood pressure reduction with angiotensin receptor blockade compared to low risk carriers
- Reconstructing birth in Australopithecus sediba
- Value of contrast-enhanced ultrasound for preoperative assessment of liver reserve function in patients with liver tumors
- Correction: Identifying obesity/overweight status in children and adolescents; A cross-sectional medical record review of physicians’ weight screening practice in outpatient clinics, Saudi Arabia
- Incidence and risk factors of loss to follow-up among HIV-infected children in an antiretroviral treatment program
- Changes in intracellular folate metabolism during high-dose methotrexate and Leucovorin rescue therapy in children with acute lymphoblastic leukemia
- Functional role and evolutionary contributions of floral gland morphoanatomy in the Paleotropical genus Acridocarpus (Malpighiaceae)
- On the efficiency of HIV transmission: Insights through discrete time HIV models
- Metabolic cost calculations of gait using musculoskeletal energy models, a comparison study
- Comparison of molecular profile in triple-negative inflammatory and non-inflammatory breast cancer not of mesenchymal stem-like subtype
- Evolutionary analysis of six chloroplast genomes from three Persea americana ecological races: Insights into sequence divergences and phylogenetic relationships
- Cultural transmission in a food preparation task: The role of interactivity, innovation and storytelling
- Correction: Effects of affective priming through music on the use of emotion words
- Safety and immunogenicity of investigational seasonal influenza hemagglutinin DNA vaccine followed by trivalent inactivated vaccine administered intradermally or intramuscularly in healthy adults: An open-label randomized phase 1 clinical trial
- Estimation of vaccination coverage from electronic healthcare records; methods performance evaluation – A contribution of the ADVANCE-project
- Dietary phytogenics and galactomannan oligosaccharides in low fish meal and fish oil-based diets for European sea bass (Dicentrarchus labrax) juveniles: Effects on gut health and implications on in vivo gut bacterial translocation
- Suicide by hanging: Results from a national survey in Switzerland and its implications for suicide prevention
- Gene dysregulation in peripheral blood of moyamoya disease and comparison with other vascular disorders
- Genome wide genetic dissection of wheat quality and yield related traits and their relationship with grain shape and size traits in an elite × non-adapted bread wheat cross
- Safety and tolerability of artesunate-amodiaquine, artemether-lumefantrine and quinine plus clindamycin in the treatment of uncomplicated Plasmodium falciparum malaria in Kinshasa, the Democratic Republic of the Congo
- Factors influencing the admission decision for Medical Psychiatry Units: A concept mapping approach
- Comparison of post-traumatic changes in circulating and bone marrow leukocytes between BALB/c and CD-1 mouse strains
- Physiological stress reactivity and recovery related to behavioral traits in dogs (Canis familiaris)
- Associations between birth order with mental wellbeing and psychological distress in midlife: Findings from the 1970 British Cohort Study (BCS70)
- Non-steroidal anti-inflammatory drugs use in older adults decreases risk of Alzheimer’s disease mortality
- The cost-effectiveness of neonatal versus prenatal screening for congenital toxoplasmosis
- Ancient technology and punctuated change: Detecting the emergence of the Edomite Kingdom in the Southern Levant
- Flowers as viral hot spots: Honey bees (Apis mellifera) unevenly deposit viruses across plant species
- Randomized control trial of Tools of the Mind: Marked benefits to kindergarten children and their teachers
- Preserving cultural heritage: Analyzing the antifungal potential of ionic liquids tested in paper restoration
- PNPLA3 rs738409 G allele carriers with genotype 1b HCV cirrhosis have lower viral load but develop liver failure at younger age
- Correction: Unraveling the genetic complexity underlying sorghum response to water availability
- Impact of tear metrics on the reliability of perimetry in patients with dry eye
- Using DNA barcoding to improve invasive pest identification at U.S. ports-of-entry
- Correction: Effects of Lactobacillus plantarum 15-1 and fructooligosaccharides on the response of broilers to pathogenic Escherichia coli O78 challenge
- Physico-chemical characterization and transcriptome analysis of 5-methyltryptophan resistant lines in rice
- Patient factors affecting successful linkage to treatment in a cervical cancer prevention program in Kenya: A prospective cohort study
- Is this a man’s world? The effect of gender diversity and gender equality on firm innovativeness
- Procalcitonin to stop antibiotics after cardiovascular surgery in a pediatric intensive care unit—The PROSACAB study
- Temporal trends, predictors, and outcomes of acute kidney injury and hemodialysis use in acute myocardial infarction-related cardiogenic shock
- Quantitation of free glycation compounds in saliva
- Resolving an 87-year-old taxonomical curiosity with the description of Psylla frodobagginsi sp. nov. (Hemiptera: Sternorrhyncha: Psyllidae), a second distinct Psylla species on the New Zealand endemic plant kōwhai
- The effect of cathodal tDCS on fear extinction: A cross-measures study
- Physiological responses to affiliation during conversation: Comparing neurotypical males and males with Asperger syndrome
- Human cord blood (hCB)-CD34+ humanized mice fail to reject human acute myeloid leukemia cells
- Investigating the dispersal of antibiotic resistance associated genes from manure application to soil and drainage waters in simulated agricultural farmland systems
- Continuous norming of psychometric tests: A simulation study of parametric and semi-parametric approaches
- Phylogenetic microbiota profiling in fecal samples depends on combination of sequencing depth and choice of NGS analysis method
- Cost-effectiveness of apixaban compared to other anticoagulants in patients with atrial fibrillation in the real-world and trial settings
- Biochemical profile and in vitro biological activities of extracts from seven folk medicinal plants growing wild in southern Tunisia
- Low genetic differentiation yet high phenotypic variation in the invasive populations of Spartina alterniflora in Guangxi, China
- A mathematical model for designing networks of C-Reactive Protein point of care testing
- Prevalence of hypochondriac symptoms among health science students in China: A systematic review and meta-analysis
- Femtosecond laser induced step-like structures inside transparent hydrogel due to laser induced threshold reduction
- From In Situ to satellite observations of pelagic Sargassum distribution and aggregation in the Tropical North Atlantic Ocean
- The polyether ionophore salinomycin targets multiple cellular pathways to block proliferative vitreoretinopathy pathology
- BRAF V600E and Pten deletion in mice produces a histiocytic disorder with features of Langerhans cell histiocytosis
- HIV prevalence and risk behavior among male and female adults screened for enrolment into a vaccine preparedness study in Maputo, Mozambique
- Sputum microbiota and inflammation at stable state and during exacerbations in a cohort of chronic obstructive pulmonary disease (COPD) patients
- Direct estimation of the parameters of a delayed, intermittent activation feedback model of postural sway during quiet standing
- Occurrence mechanism and coping paths of accidents of highly aggregated tourist crowds based on system dynamics
- Correction: Low Dose Aerosol Fitness at the Innate Phase of Murine Infection Better Predicts Virulence amongst Clinical Strains of Mycobacterium tuberculosis
- Effects of enalapril and paricalcitol treatment on diabetic nephropathy and renal expressions of TNF-α, p53, caspase-3 and Bcl-2 in STZ-induced diabetic rats
- Correction: Public reaction to Chikungunya outbreaks in Italy—Insights from an extensive novel data streams-based structural equation modeling analysis
- Correction: Comparison of neurodegenerative types using different brain MRI analysis metrics in older adults with normal cognition, mild cognitive impairment, and Alzheimer’s dementia
- Intra-individual variability of sleep and nocturnal cardiac autonomic activity in elite female soccer players during an international tournament
- Therapeutic efficacy of equine botulism heptavalent antitoxin against all seven botulinum neurotoxins in symptomatic guinea pigs
- Interleukin 10 knock-down in bovine monocyte-derived macrophages has distinct effects during infection with two divergent strains of Mycobacterium bovis
- Clinical outcomes of bortezomib-based therapy in Taiwanese patients with multiple myeloma: A nationwide population-based study and a single-institute analysis
- Scope and efficacy of the broad-spectrum topical antiseptic choline geranate
- Hematological and biochemical parameters for Chinese rhesus macaque
- Veterinary peer study groups as a method of continuous education—A new approach to identify and address factors associated with antimicrobial prescribing
- Correction: The prognosis of heart failure patients: Does sodium level play a significant role?
- Maternal malaria but not schistosomiasis is associated with a higher risk of febrile infection in infant during the first 3 months of life: A mother-child cohort in Benin
- Systematic identification of facility-based stillbirths and neonatal deaths through the piloted use of an adapted RAPID tool in Liberia and Nepal
- Effects of salbutamol and phlorizin on acute pulmonary inflammation and disease severity in experimental sepsis
- Correction: Age, sex and storage time influence hair cortisol levels in a wild mammal population
- Reasons to care: Personal motivation as a key factor in the practice of the professional foster carer in Romania
- Determinants of clinical, functional and personal recovery for people with schizophrenia and other severe mental illnesses: A cross-sectional analysis
- Continuity of care for TB patients at a South African hospital: A qualitative participatory study of the experiences of hospital staff
- EGF receptor stimulation shifts breast cancer cell glucose metabolism toward glycolytic flux through PI3 kinase signaling
- The Better Management of Patients with Osteoarthritis Program: Outcomes after evidence-based education and exercise delivered nationwide in Sweden
- The negative effects of short-term extreme thermal events on the seagrass Posidonia oceanica are exacerbated by ammonium additions
- Pathogen invasion history elucidates contemporary host pathogen dynamics
- Chinese herbal formulae for the treatment of menopausal hot flushes: A systematic review and meta-analysis
- Healthcare resource utilization and costs for multiple sclerosis management in the Campania region of Italy: Comparison between centre-based and local service healthcare delivery
- Deconstruction of central line insertion guidelines based on the positive deviance approach—Reducing gaps between guidelines and implementation: A qualitative ethnographic research
- PBMCs transcriptome profiles identified breed-specific transcriptome signatures for PRRSV vaccination in German Landrace and Pietrain pigs
- The impact of admission serum lactate on children with moderate to severe traumatic brain injury
- Hypervirulent Klebsiella pneumoniae serotype K1 clinical isolates form robust biofilms at the air-liquid interface
- Determination of the bruise degree for cherry using Vis-NIR reflection spectroscopy coupled with multivariate analysis
- Genome-wide identification and expression profile analysis of nuclear factor Y family genes in Sorghum bicolor L. (Moench)
- Trends in maternal prepregnancy body mass index (BMI) and its association with birth and maternal outcomes in California, 2007–2016: A retrospective cohort study
- Distribution of the Duffy genotypes in Malaysian Borneo and its relation to Plasmodium knowlesi malaria susceptibility
- Hippocampal connectivity with sensorimotor cortex during volitional finger movements: Laterality and relationship to motor learning
- A self-adaptive deep learning method for automated eye laterality detection based on color fundus photography
- The effect of child marriage on the utilization of maternal health care in Nepal: A cross-sectional analysis of Demographic and Health Survey 2016
- Identification of QTLs for powdery mildew (Podosphaera aphanis; syn. Sphaerotheca macularis f. sp. fragariae) susceptibility in cultivated strawberry (Fragaria ×ananassa)
- Chemical volatiles present in cotton gin trash: A by-product of cotton processing
- PTP1B negatively regulates nitric oxide-mediated Pseudomonas aeruginosa killing by neutrophils
- Differential metabolomics networks analysis of menopausal status
- Experimental study of the temporal profile of breath alcohol concentration in a Chinese population after a light meal
- Association between regional brain volumes and BMI z-score change over one year in children
- Relationships between Potentially Toxic Elements in intertidal sediments and their bioaccumulation by benthic invertebrates
- Long-term outcomes of dialysis in patients with chronic kidney disease and new-onset atrial fibrillation: A population-based cohort study
- Hospital burden of pulmonary arterial hypertension in France
- Understanding the variability of Australian fire weather between 1973 and 2017
- Photon-counting cine-cardiac CT in the mouse
- Ecophysiological impacts of Esca, a devastating grapevine trunk disease, on Vitis vinifera L.
- Black “Reading the Mind in the Eyes” task: The development of a task assessing mentalizing from black faces
- Osmolytes ameliorate the effects of stress in the absence of the heat shock protein Hsp104 in Saccharomyces cerevisiae
- Reliable and robust method for abdominal muscle mass quantification using CT/MRI: An explorative study in healthy subjects
- Validation of the Rainbow Model of Integrated Care Measurement Tools (RMIC-MTs) in renal care for patient and care providers
- Multiple origins and the population genetic structure of Rubus takesimensis (Rosaceae) on Ulleung Island: Implications for the genetic consequences of anagenetic speciation
- Genetic profiling of fatty acid desaturase polymorphisms identifies patients who may benefit from high-dose omega-3 fatty acids in cardiac remodeling after acute myocardial infarction—Post-hoc analysis from the OMEGA-REMODEL randomized controlled trial
- A randomized controlled trial examining the efficacy of an internet-based cognitive behavioral therapy program for adolescents with anxiety disorders
- Optimising outputs from a validated online instrument to measure health-related quality of life (HRQL) in dogs
- Young adults’ perceptions of using wearables, social media and other technologies to detect worsening mental health: A qualitative study
- Characteristics of prescription in 29 Level 3 Neonatal Wards over a 2-year period (2017-2018). An inventory for future research
- Genetic characterization of fall armyworm (Spodoptera frugiperda) in Ecuador and comparisons with regional populations identify likely migratory relationships
- Correction: Lkb1 Deficiency Alters Goblet and Paneth Cell Differentiation in the Small Intestine
- Cardiac resynchronization therapy-heart failure (CRT-HF) clinic: A novel model of care
- Synteny and phylogenetic analysis of paralogous thyrostimulin beta subunits (GpB5) in vertebrates
- Dual-Subpopulation as reciprocal optional external archives for differential evolution
- NGS analysis in Marfan syndrome spectrum: Combination of rare and common genetic variants to improve genotype-phenotype correlation analysis
- Optimization of cataract surgery follow-up: A standard set of questions can predict unexpected management changes at postoperative week one
- Silymarin in non-cirrhotics with non-alcoholic steatohepatitis: A randomized, double-blind, placebo controlled trial
- Clinical evaluation of General Electric new Swiftscan solution in bone scintigraphy on NaI-camera: A head to head comparison with Siemens Symbia
- Pharmacist-led academic detailing improves statin therapy prescribing for Malaysian patients with type 2 diabetes: Quasi-experimental design
- Proton pump inhibitors attenuate myofibroblast formation associated with thyroid eye disease through the aryl hydrocarbon receptor
- Clinical outcomes with neoadjuvant versus adjuvant chemotherapy for triple negative breast cancer: A report from the National Cancer Database
- Identification and characterization of a novel heparan sulfate-binding domain in Activin A longest variants and implications for function
- Wikipedia network analysis of cancer interactions and world influence
- Using path signatures to predict a diagnosis of Alzheimer’s disease
- Development and verification of prediction models for preventing cardiovascular diseases
- Additive and heterozygous (dis)advantage GWAS models reveal candidate genes involved in the genotypic variation of maize hybrids to Azospirillum brasilense
- Fish tank granuloma: An emerging skin disease in Iran mimicking Cutaneous Leishmaniasis
- Transience effect in capture-recapture studies: The importance of its biological meaning
- Detailed global modelling of soil organic carbon in cropland, grassland and forest soils
- Oral dosing for antenatal corticosteroids in the Rhesus macaque
- Retraction: Modulation of the Pentose Phosphate Pathway Induces Endodermal Differentiation in Embryonic Stem Cells
- An analysis on HBsAg, Anti-HCV, Anti-HIV½ and VDRL test results in blood donors according to gender, age range and years
- Clinical factors associated with bacterial translocation in Japanese patients with type 2 diabetes: A retrospective study
- Meaningful work and resilience among teachers: The mediating role of work engagement and job crafting
- The conditional Fama-French model and endogenous illiquidity: A robust instrumental variables test
- Breast cancers utilize hypoxic glycogen stores via PYGB, the brain isoform of glycogen phosphorylase, to promote metastatic phenotypes
- Characterization of sequentially-staged cancer cells using electrorotation
- Vancomycin-laden calcium phosphate-calcium sulfate composite allows bone formation in a rat infection model
- Genetic evidence for plural introduction pathways of the invasive weed Paterson’s curse (Echium plantagineum L.) to southern Australia
- Risk of major autoimmune diseases in female breast cancer patients: A nationwide, population-based cohort study
- Real-time three-dimensional MRI for the assessment of dynamic carpal instability
- Interim report on the effective intraperitoneal therapy of insulin-dependent diabetes mellitus in pet dogs using “Neo-Islets,” aggregates of adipose stem and pancreatic islet cells (INAD 012-776)
- The frequency of bowel and bladder problems in multiple sclerosis and its relation to fatigue: A single centre experience
- Retraction: Analysis of Mycobacterium tuberculosis-Specific CD8 T-Cells in Patients with Active Tuberculosis and in Individuals with Latent Infection
- The association between role model presence and self-regulation in early adolescence: A cross-sectional study
- Correction: A controlled-release oral opioid supports S. aureus survival in injection drug preparation equipment and may increase bacteremia and endocarditis risk
- Methamphetamine regulation of activity and topology of ventral midbrain networks
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- Influence of ocean circulation and the Kuroshio large meander on the 2018 Japanese eel recruitment season
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- Retraction: Impacts of rock properties on Danxia landform formation based on lithological experiments at Kongtongshan National Geopark, northwest China
- Correction: SVR12 rates higher than 99% after sofosbuvir/velpatasvir combination in HCV infected patients with F0-F1 fibrosis stage: A real world experience
- Retraction: Plexin-B1 Activates NF-κB and IL-8 to Promote a Pro-Angiogenic Response in Endothelial Cells
- Relationship between cognitive behavioral variables and mental health status among university students: A meta-analysis
- Association between temperature, sunlight hours and alcohol consumption
- Using graph learning to understand adverse pregnancy outcomes and stress pathways
- Correction: The step-to-step transition mode: A potential indicator of first-fall risk in elderly adults?
- Surgical referral systems in low- and middle-income countries: A review of the evidence
- In vivo clearance of nanoparticles by transcytosis across alveolar epithelial cells
- Correction: The Economic Impact of Malignant Catarrhal Fever on Pastoralist Livelihoods
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- Correction: Vascular Endothelial Growth Factor Receptor-2 Couples Cyclo-Oxygenase-2 with Pro-Angiogenic Actions of Leptin on Human Endothelial Cells
- Correction: Plant traits linked to field-scale flammability metrics in prescribed burns in Eucalyptus forest
- Correction: Maturation of three-dimensional, hiPSC-derived cardiomyocyte spheroids utilizing cyclic, uniaxial stretch and electrical stimulation
- Correction: To keep or not to keep? Decision making in adolescent pregnancies in Jamestown, Ghana
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