Abstract
The mechanical properties of hydrogels are crucial in wound dressing application. Starch-based hydrogels have deficiencies in mechanical strength and gel stability. These shortcomings can be addressed by employing crosslinking techniques with oxidized sucrose. A design of experiments approach was used to optimize the tensile strength of the product. The results indicated that both the composition of oxidized sucrose and glycerol significantly impact tensile strength (p-value < 0.05). The optimal tensile strength achieved was 27 MPa, using 0.9762 mL of oxidized sucrose and 0.0624 g of glycerol per gram of starch. The hydrogel products underwent a series of characterizations, including optical microscope examination, Fourier Transform Infrared Spectroscopy (FTIR), Proton Nuclear Magnetic Resonance (1H NMR), swelling test, Water Vapor Transmission Rate (WVTR), contact angle, and cytotoxicity test. The FTIR and 1H NMR analyses confirmed the crosslinking of hydroxyl groups within starch molecules with aldehyde groups from oxidized sucrose. Characterization of this hydrogel revealed that it had a swelling capacity of 95%, a WVTR of 714.92 g per m2 per 24 h, a contact angle of 74.76°, and a cell viability value greater than 100%. Thus, this hydrogel is suitable for wound dressing due to its strength, exudate-absorbing capabilities, moisture retention properties, hydrophilicity, and non-toxicity.
Abbreviations
- ANOVA
-
Analysis of Variance
- FTIR
-
Fourier Transform Infrared Spectroscopy
- 1H NMR
-
proton nuclear magnetic resonance
- WVTR
-
water vapor transmission rate
- CCD
-
central composite design
- H0
-
null hypothesis
- H1
-
alternative hypothesis
- µ
-
mean for the population
- μ 0
-
hypothetical population mean
- Df
-
degree of freedom
- SS
-
sum of a square
- MS
-
mean square
- R 2
-
coefficient of determination
- d
-
desirability
- CV
-
coefficient of variation
- OS
-
oxidized sucrose
- OSH
-
oxidized sucrose hydrogel
1 Introduction
Hydrogels are highly valuable materials in the medical field, finding applications in various semi-solid preparations such as gels, creams, ointments, and patches. They are characterized by their hydrophilic and insoluble properties, which make them ideal for a wide range of applications [1]. They are soft materials with a three-dimensional crosslinked polymer network capable of holding significant amounts of water [2,3]. This high water content is due to the abundance of hydrophilic groups in the polymer network, which include –OH, –COOH, –CONH2, –CONH, and –SO2H [4,5]. These hydrophilic groups enable hydrogels to absorb and retain water, causing them to swell while maintaining their structure. Their insolubility is attributed to the three-dimensional network, allowing hydrogels to keep their shape [6]. The ability of hydrogels to absorb and retain water within the gel matrix gives them strong, flexible, and low interfacial pressure properties. Besides, they can provide regulated release of compounds and maintain a moist environment, so hydrogels are useful for a variety of applications, such as wound dressings [7,8], tissue engineering [9,10], biosensors [11,12], and drug delivery [13]. In terms of wound dressings, hydrogels could establish a physical barrier, remove extra exudate, enclose bioactive molecules, and provide a moist environment [8]. They also, in tissue engineering, offer the necessary biological and structural properties for the wounded area to successfully regenerate during the wound healing process [10,13].
There are no universally established standards for ideal wound dressings, but they should possess important features such as sufficient mechanical strength, the ability to absorb exudates, infection prevention, controlled drug release, ease of sterilization, and compatibility with the human body [14,15]. Previously, thin layer hydrogels with a thickness of 3 mm with characteristics such as transparency, high water content (greater than 90%), controlled drug release, adequate strength, and sterilizability were successfully synthesized for use in wound dressings using polyvinyl pyrrolidone with radiation methods [16]. Moreover, there have been developments in starch-based wound dressings with moderate mechanical strength, surpassing the strength of human skin (11.5 MPa) [17]. For instance, the mechanical properties of PVA/Starch/Essential Oils hydrogel membranes vary from 14 to 19 MPa depending on the type and amount of added essential oils [18]. Likewise, the mechanical properties of rice starch/chitosan composite films vary from 27 to 35 MPa based on the weight ratio of these two polymers [19].
Cassava starch is abundant, diverse, and vastly available, making it a promising candidate for various applications, including the fields of food, medicine, and environmental field [20,21,22]. However, its gel has suffered from low strength and stability [23,24,25,26]. To be used as a hydrogel for wound dressings, the properties of cassava hydrogel need improvement. In this study, a chemical treatment method involving crosslinking will be employed to enhance the characteristics of cassava starch gel. Crosslinking involves creating chemical bonds between hydroxyl groups (–OH) of starch molecules. Chemicals commonly used for crosslinking with starch include aldehydes like glutaraldehyde and formaldehyde [27]. However, due to their environmental toxicity, these chemicals are unsuitable for wound dressing products [28]. Based on previous research, oxidized sucrose has been considered an alternative, non-toxic crosslinking agent for starch [29,30]. This compound is produced by oxidizing sucrose into polar aldehydes, which have low toxicity and sufficient reactivity. Corn starch films crosslinked with oxidized sucrose achieved a tensile strength of 23 MPa and an elongation of 60% [29].
This study focused on optimizing the mechanical properties of cassava starch hydrogel through an improved crosslinking method [29,30,31]. The improvement was achieved by subjecting the gel to heat treatment using an autoclave after the gelatinization step. Such a treatment was necessary because cassava starch has higher viscosity during gelatinization compared to other starch types [24,25]. Further heating would help liquefy the cassava starch gel, making it more pourable during film casting. The improvement in film tensile strength was attainable by varying the composition of the crosslinking agent and plasticizer, referring to the central composite design (CCD) method, with two variables: oxidized sucrose and glycerol concentration. The resulting hydrogel products were then analyzed for tensile strength, morphology, and functional properties, such as swelling, water vapor transmission rate (WVTR), contact angle, and cytotoxicity.
2 Materials and methods
2.1 Materials
The primary raw material in this study was cassava starch, which had an amylose content of 21.17%, moisture content of 12.08%, and ash content of 0.11%. This cassava starch was sourced from one of the starch extraction industries in Lampung Province, Indonesia. Other materials, such as the components of the crosslinking agent and plasticizer, were purchased from Merck. These materials included sucrose, barium dichloride, sodium meta periodate (>98%), glycerol (99.7%), sodium hydroxide (NaOH), and hydrochloric acid (37%).
2.2 Preparation and hydrogel synthesis
The preparation of the hydrogel began with the preparation of the crosslinking agent, oxidized sucrose, followed by the production of the hydrogel using the crosslinking reaction between the starch and the crosslinking agent. The preparation of oxidized sucrose followed the method described by Xu [29]. 6.6 g of sucrose and 12.9 g of sodium meta periodate were dissolved in 200 mL of distilled water and stirred for 24 h. Subsequently, 7.0 g of barium dichloride was added while stirring at 5°C for 1 h. The liquid and precipitate formed were separated using a centrifuge at 3,000 rpm for 20 min. The filtrate containing a polyaldehyde derivative of sucrose was stored at 5°C and was ready to be used as the crosslinking agent.
For synthesizing the hydrogel, 7.5 g of cassava starch was dissolved in 45 mL of distilled water and stirred with a magnetic stirrer. Specific ratios of oxidized sucrose and glycerol were then added according to the experimental design shown in Table 1. The solution was heated to 90°C for 30 min. The crosslinking process was further enhanced by heating the solution using an autoclave at 105°C for 10 min. The solution became more fluid and was easy to pour into the mold while still warm (>60°C). The solution in the mold was left to stand for 2 × 24 h at room temperature until it solidified into a gel. Subsequently, the gel was dried in an oven at 46°C to obtain dry hydrogel sheets for mechanical characterization.
Matrix of experimental levels using a CCD
Factor/variable | −1 (Low) | 0 | +1 (High) |
---|---|---|---|
Oxidized sucrose (mL·g−1 of starch) | 0.667 | 1.000 | 1.333 |
Gliserol (g·g−1 of starch) | 0.053 | 0.067 | 0.080 |
2.3 Statistical analysis
To analyze the effect of the addition of oxidized sucrose and glycerol on tensile strength, a CCD was utilized, consisting of 13 trials and three replicates at the central point (Table 1). The results underwent regression analysis to evaluate the impact of treatments and variables, along with their respective interactions. Multiple linear regression and a second-order polynomial model were employed to estimate the regression coefficients based on the experimental data. The regression coefficients of the quadratic model were then tested, and the model was selected if it showed significance (p < 0.05), a lack of adjustment that was non-significant (p > 0.05), and suitability for explaining the phenomenon. All analyses were conducted using Minitab 16 software.
2.4 Hydrogel film characterization
The mechanical properties were analyzed following the modified ASTM D638-14 Standard Test Method for Plastic Tensile Properties. The sample was cut into sizes of 100 mm × 25.4 mm. The samples were tested using Labthink’s XLW (E.C.) Auto Tensile Tester (Jinan, PR China) with a grip distance of 50 mm and a test speed set at 1 mm·min−1. Three replications were conducted for each film-forming formula. Before testing, all samples were conditioned at 23°C for 48 h. Then, the strength of the best hydrogel film was comprehensively characterized, including morphological analysis, Fourier Transform Infrared Spectroscopy (FTIR), NMR, and other functional properties such as swelling, WVTR, contact angle, and cytotoxicity.
Morphological analysis was conducted using the VHX-5000 digital microscope, featuring magnification capabilities ranging from 0.1× to 5,000×. The microscope also facilitated the measurement of the contact angle of water droplets (0.1 microns) on the hydrogel’s surface. ATR-FTIR Cary 630 (Agilent Technologies) was employed with the following settings: 5 Hz, four resolutions, 32 background scans, and 64 sample scans. The spectrum was collected in the mid-infrared range spanning 650 to 4,000 cm−1 wavenumbers. Data from each sample were gathered from three sample points.
NMR analysis was carried out to delineate the structural distinctions among oxidized sucrose, the crosslinked hydrogel, and cassava starch. The sample was characterized using an H NMR Bruker Avance III Spectrometer, operating at 400 MHz and a temperature of 70°C (512 scans). Dimethyl sulfoxide (DMSO) was used as the sample solvent.
The WVTR of the hydrogels was determined following the ASTM E96 Standard using a W3/031 WVTR Tester, Labthink-China. This instrument employs the cup method and is professionally designed for conducting WVTR tests on film specimens. To conduct the test, the hydrogels were cut into 33 cm2 × 3 circles and sealed onto an aluminum permeation cup filled with water using silicone grease. A ring was used to secure the hydrogels in place. At a specific test temperature, a constant humidity difference was established between the two sides of the test specimen. Water vapor permeated through the sample and into the dry side. WVTR and other parameters were determined by measuring the weight changes of the test dish at various intervals. It is important to note that due to operational constraints of the equipment, this WVTR analysis was limited to six weighing cycles.
The gravimetric method was employed to analyze the swelling of the hydrogels in water. At room temperature, a predetermined amount of hydrogel film was immersed in water. The water absorbed by the hydrogel film was measured at specific intervals using an analytical balance until it reached equilibrium. Eq. 1 was used to calculate the degree of swelling of the hydrogel.
where m 0 is the hydrogel mass at time 0 and m is the swollen hydrogel at time t.
Cytotoxicity testing was conducted using the MTT method. The sample pieces were dissolved in DMSO at a specific concentration (200 µg·mL−1). The sample solution was subsequently diluted into six–nine different concentration levels and incubated for 24 h at 37°C. After incubation, the sample solution was filtered to remove any potential solid particles. Cell cultures were prepared in DMEM supplemented with 10% (v/v) fetal bovine serum (FBS) and seeded into 96-well microplates. The plates were then incubated for 24 h at 37°C in a humidified atmosphere with 5% CO2. Following this, the diluted sample pieces were added to each well (100 μL per well for each concentration in triplicate), with wells containing only cell culture medium serving as controls. After an additional 24 h of incubation, the cell culture was treated with MTT. Diluted MTT reagent (1 mg·mL−1 in medium) was added to each well (100 μL) and incubated for 4 h in the incubator. After incubation, 100 μL of 10% SDS was added to each well, and the plates were left to shake at room temperature overnight. The optical density (OD) was subsequently measured using an ELISA Reader at a wavelength of 570 nm. Cytotoxicity for all concentration variations of the sample was assessed in a minimum of three separate experiments.
3 Results and discussion
The hydrogel, created by chemically linking cassava starch with oxidized sucrose and glycerol, maintains its structural coherence and exhibits attributes like transparency, homogeneity, and flexibility, as demonstrated in Figure 1. These attributes render it highly suitable for thorough analysis and examination of its film properties.

The hydrogel from the crosslinking of cassava starch with oxidized sucrose.
3.1 Optimization of hydrogel strength
The attempt to improve the mechanical strength of the hydrogel film included adjusting the crosslinking agent and plasticizer composition while maintaining a constant cassava starch content. A statistical approach utilizing experimental design was employed to reduce the number of required tests and circumvent the constraints of one-factor-at-a-time methods [32,33]. The results of the two-variable experimental design, which included three levels (−1, 0, +1) and consisted of 13 trials, along with the corresponding measurements of tensile strength, are summarized in Table 2. The highest tensile strength achieved in these experiments was 28.21 MPa.
The experimental design for optimizing the composition of oxidized sucrose and glycerol
Std order | Run order | Pt type | Blocks | Oxidized sucrose (mL·g−1 of starch) | Glycerol (g·g−1 of starch) | Tensile strength (MPa) |
---|---|---|---|---|---|---|
1 | 12 | 1 | 1 | 0.667 | 0.053 | 18.7426 |
2 | 4 | 1 | 1 | 1.333 | 0.053 | 16.1465 |
3 | 6 | 1 | 1 | 0.667 | 0.080 | 12.3524 |
4 | 5 | 1 | 1 | 1.333 | 0.080 | 13.0055 |
5 | 1 | −1 | 1 | 0.529 | 0.067 | 11.9713 |
6 | 2 | −1 | 1 | 1.471 | 0.067 | 8.8552 |
7 | 13 | −1 | 1 | 1.000 | 0.048 | 23.8595 |
8 | 10 | −1 | 1 | 1.000 | 0.086 | 18.7497 |
9 | 11 | 0 | 1 | 1.000 | 0.067 | 27.9162 |
10 | 7 | 0 | 1 | 1.000 | 0.067 | 27.0229 |
11 | 3 | 0 | 1 | 1.000 | 0.067 | 27.4644 |
12 | 9 | 0 | 1 | 1.000 | 0.067 | 28.2137 |
13 | 8 | 0 | 1 | 1.000 | 0.067 | 27.5670 |
The experimental results were then subjected to ANOVA, and the statistical significance of the model was evaluated using the F-test and P-test for ANOVA, as displayed in Table 3. The F-value of 245.89 signified the model’s significance, while the Lack of Fit value of 4.370, which was smaller than the F-value, confirmed the model’s importance in predicting tensile strength outcomes. The ANOVA results for the model revealed that both the linear model (p-value = 0.0) and the quadratic model (p-value = 0.0) were significant since their p-values were less than 0.05 (this study utilized a significance level of 5%). However, the non-linear model (p-value = 0.056), which involved interactions between factors, was not significant. The individual coefficient test values for the oxidized sucrose and glycerol composition both had p-values less than 0.05, indicating a significant influence on tensile strength. The Lack of Fit test results exhibited a p-value of 0.094, which exceeded 0.05, suggesting that the null hypothesis (H0) was not rejected. This implied that there was no Lack of Fit, and the model employed in the experiment fit the data adequately.
ANOVA for tensile strength (MPa) with two factors
Source | DF | Seq SS | Adj SS | Adj MS | F | P |
---|---|---|---|---|---|---|
Regression | 5 | 617.612 | 617.612 | 123.522 | 245.890 | 0.000 |
Linear | 2 | 40.142 | 40.142 | 20.071 | 39.950 | 0.000 |
Oxidized sucrose | 1 | 5.040 | 5.040 | 5.040 | 10.030 | 0.016 |
Glycerol | 1 | 35.102 | 35.102 | 35.102 | 69.880 | 0.000 |
Square oxidized | 2 | 574.831 | 574.831 | 287.415 | 572.150 | 0.000 |
Sucrose * oxidized Sucrose | 1 | 496.041 | 540.074 | 540.074 | 1,075.110 | 0.000 |
Glycerol * Glycerol | 1 | 78.790 | 78.790 | 78.790 | 156.850 | 0.000 |
Interaction | 1 | 2.639 | 2.639 | 2.639 | 5.250 | 0.056 |
Oxidized Sucrose * glycerol | 1 | 2.639 | 2.639 | 2.639 | 5.250 | 0.056 |
Residual error | 7 | 3.516 | 3.516 | 0.502 | ||
Lack-of-fit | 3 | 2.694 | 2.694 | 0.898 | 4.370 | 0.094 |
Pure error | 4 | 0.822 | 0.822 | 0.206 | ||
Total | 12 | 621.128 |
DF, degree of freedom; SS, sum of a square; MS, mean square.
S = 0.708760; R 2 = 99.43%; R 2 (adj) = 99.03%; F = MS(factor)/MS(error).
The coefficient of determination R 2 assessed the model’s goodness of fit, resulting in a value of 99.49% (p < 0.05), for the tensile strength of the hydrogel. This high R 2 value indicated that the model was highly effective in predicting the tensile strength of the hydrogel based on the predicted values generated by the CCD model. The mathematical model representing the impact of the factors (oxidized sucrose/OS and glycerol) on the response (tensile strength) can be expressed by the following equation:
The results of the model for the response are visually represented through two-dimensional (2D) contour plots and surface plots in Figures 2 and 3, respectively. The surface plot (Figure 2) shows the relationship between the percentage of oxidized sucrose and glycerol, forming a distinctive peak optimization pattern. As the ratio of oxidized sucrose and glycerol decreases, the tensile strength value tends to increase. However, there is a certain point at which a further decrease in tensile strength occurs when the addition of oxidized sucrose and glycerol reaches the optimum level.

Surface plot curve of tensile strength optimization.

Counter plot curve of tensile strength optimization.
Conversely, the contour plot (Figure 3) illustrates combinations of the two factors with varying proportions that yield the same tensile strength response. The plots in both Figures 2 and 3 suggest the presence of stationary points, indicating that the optimal tensile strength response is achieved through a balanced combination of both factors.
The desirability function is employed to optimize the response in order to reach the target value. This optimization is carried out by converting the response into a desired value, denoted as “d” (desirability), where 0 ≤ d ≤ 1. The lower limit for optimizing the response is set at 10, while the upper limit is determined to be 28, with both the weight and importance level of the response assigned a value of one. The results of the optimization calculation using the desirability function are presented in Table 4.
Desirability function of tensile strength optimization
Factor | Response (tensile strength, MPa) | Desirability | |
---|---|---|---|
Oxidized sucrose (mL·g−1 of starch) | 0.9762 | 27.9928 | 0.999601 |
Gliserol (g·g−1 of starch) | 0.0624 |
The visualization graph of the optimization process using the desirability function to achieve a tensile strength response of 27.9928 is depicted in Figure 4. This chart illustrates that the desirability value (d) reaches its maximum when the factor values align with the red-colored line. This occurs when the amount of oxidized sucrose is 0.9762 mL·g−1 of starch, and glycerol is 0.0624 g·g−1 of starch. Within the desirability graph (Figure 4), a black curve line represents the value of d for each response, while the blue dashed line indicates the response value at the optimal point, which is 27.9928 MPa. This optimal point is achieved when the d value reaches 0.999601. The graph effectively demonstrates the optimized conditions (maximum desirability) for attaining the desired tensile strength response of 27.9928 MPa by adjusting the proportions of oxidized sucrose and glycerol.

Desirability curve of tensile strength optimization.
Following the attainment of the optimal response value and the assessment of the analysis results’ accuracy, a confirmation experiment was carried out. This experiment involved replicating the process three times at the factor levels corresponding to the optimal response value. The data from the confirmation experiment were then subjected to a one-sample t-test to compare the average values of the confirmation experiment with the estimated value for the response.
In this one-sample t-test, two hypotheses were considered: the null hypothesis (H0) and the alternative hypothesis (H1) with μ 0 = 27.9928 for the tensile strength response, and the significance level was set at α = 0.05. The null hypothesis (H0) posits that the population mean (µ) is equal to the hypothetical population mean: μ = μ 0, while the alternative hypothesis (H1) suggests that the population mean differs from the hypothetical population mean: μ ≠ μ 0.
The results of the one-sample t-test for the confirmation experiment data are presented in Table 5. These results indicate that the p-value for the tensile strength response is greater than 0.05, implying that H0 was accepted. Consequently, the values found in the confirmation experiment concerning the oxidized sucrose and glycerol composition response were in agreement with the estimated values. Additionally, the evaluation of the coefficient of variation (CV) value indicates a 3% (or <5%), signifying good stability in the confirmed test results.
The results of the one-sample t-test for the confirmation experiment data
The confirmation experiment data | Value |
---|---|
Tensile strength experiment 1 | 26.75 |
27.37 | |
27.13 | |
Tensile strength experiment 2 | 29.37 |
28.22 | |
27.34 | |
Tensile strength experiment 3 | 27.82 |
26.77 | |
27.21 | |
The estimated values | 27.9928 |
Mean sample | 27.552 |
p-Value | 0.151 |
% CV | 3.00 |
The outcomes of the optimization for tensile strength were subsequently compared with previous research that also utilized starch with the cross-linking agent, oxidized sucrose. As indicated in Table 6, the utilization of oxidized sucrose as a starch cross-linking agent yielded varying tensile strength values. This variance could be attributed to differences in the cross-linking reaction process between starch and oxidized sucrose, including variations in methods (temperature treatment) and reagent compositions. For instance, a high-temperature treatment with a curing process led to an increase in tensile strength up to 23 MPa and a strain of 60%, results that closely resembled this study, which employed temperature treatment with an autoclave process and optimized the composition of cross-linking agents and plasticizers. In contrast, the addition of cellulose nanofibrils produced only a marginal increase in tensile strength, with the value remaining significantly lower than the results achieved in this research. The enhanced mechanical properties can be attributed to the abundance of aldehyde groups in oxidized sucrose, which facilitated more effective reactions with starch hydroxyl groups.
3.2 Hydrogel characterization
Examining the characterization of the hydrogel at the point of optimal tensile strength is essential to reinforce the assessment of the hydrogel product’s appropriateness as a framework for wound dressing. This examination encompasses aspects such as morphology, FTIR , 1H NMR (Proton Nuclear Magnetic Resonance), as well as other functional properties, including swelling, WVTR, contact angle, and cytotoxicity.
3.2.1 Morphology
A digital microscope was employed to examine the surface morphology of both the dried hydrogel and the hydrogel after swelling in water, as depicted in Figure 5. The analysis revealed that neither of the samples displayed any cavities or interruptions at the boundary between the hydrogel matrix and the water (as the filler), signifying strong adhesion within the hydrogel structure [34]. The appearance of the swollen hydrogel surface aligns with the formation of a dense structure in the crosslinked sample, demonstrating an effective blockage of hydrophilic hydroxyl groups. This phenomenon can impede the ingress of water vapor and oxygen, consequently reducing the transmission rate.

Digital microscope images of the cross-sectional sides of the surfaces of (a) dry hydrogel and (b) water-swelled hydrogel.
3.2.2 FTIR
FTIR spectroscopy was utilized to examine the spectral changes in starch before and after crosslinking with oxidized sucrose. The reaction involved the aldehyde group (–C ═ O) in oxidized sucrose and the hydroxyl group (–OH) in starch, resulting in the formation of an ether bond (–C–O–C–). As shown in Figure 6, the FTIR spectrum of starch crosslinked with oxidized sucrose (OSH) displayed more pronounced and broader characteristic peaks in the range of 3,200–3,500 cm−1 when compared to pure starch and glycerol starch. This indicates a robust interaction between the hydroxyl groups of starch and the aldehyde group of oxidized sucrose, leading to a reduction in hydroxyl groups as they underwent conversion into ethers [31,35]. The absorption peak around 2,930 cm−1 indicates the asymmetric stretching vibration of carbon–hydrogen (–CH2). However, the new peak indicating the stretching vibration of C–O–C was not observed as mentioned in previous references, which typically appears around 1,319 cm−1 [30]. This area may overlap with a more significant peak around 1,638 cm−1, corresponding to C═O bonding [31].

FTIR spectroscopy of cassava starch, cassava starch-glycerol, cassava starch-oxidized sucrose hydrogel (OSH).
3.2.3 1H NMR
The results of the 1H NMR spectra analysis for cassava starch can be seen in Figure 7(a), while those of cassava starch crosslinked with oxidized sucrose can be seen in Figure 7(b). In both spectra, the prominent first and second peaks around δ 2.5 and 3.5 ppm indicate the presence of DMSO and water, which are the solvents used in the solvent medium [30,36]. The six peaks observed in the 1H NMR spectrum of cassava starch correspond to the positions of hydroxyl protons that are linked to six carbons in the glucose units of starch [37].

The 1H NMR spectra of (a) cassava starch and (b) OSH.
The 1H NMR spectrum of the OSH in Figure 7(b) displays a split peak at δ 4.6 ppm, which is a result of the crosslinking process. This separation in the 1H NMR spectrum is due to changes in the proton environment [29]. The peak separation in the crosslinked starch is attributed to the formation of acetal bonds resulting from the reaction between the C6 of starch and the aldehyde groups of oxidized sucrose [30]. These peaks provide confirmation of the formation of ether bonds in the crosslinking reaction between the aldehyde groups of oxidized sucrose and the hydroxyl groups of starch and glycerol, as illustrated in the predicted reaction mechanism in Figure 8.

Prediction of the reaction mechanism for cassava starch and oxidized sucrose crosslinking.
3.2.4 Swelling
Swelling characterization was performed on samples that exhibited optimal tensile strength. Figure 9 illustrates the hydrogel both before and after the swelling process. During the swelling process, the hydrogel absorbs water, leading to changes in its size.

Swelling process of hydrogel with observation for 48 h.
Significant swelling was evident within the initial 1–5 h, followed by a gradual increase in swelling that tended to stabilize after being left for up to 48 h. This reached its maximum swelling capacity at 95%, as illustrated in Figure 9. The hydrogel maintained its structural integrity throughout the soaking period and did not disintegrate. This property is anticipated to be beneficial for using the hydrogel as a wound dressing medium. It effectively collects wound exudates in gel form, providing a wound-suppressing and preserving effect while also reducing the unpleasant odor produced by the exudates at the wound site, thereby preventing bacterial infections [38] and mitigating the malodorous effects [18].
3.2.5 WVTR
Wound dressings play a crucial role in managing water loss, as they help maintain an optimal level of moisture on the wound surface, creating a favorable environment for natural healing [39]. In light of this, the study assessed the WVTR of the hydrogel product with optimal tensile strength. Evaluating WVTR offers insights into the passage of water vapor from the wound bed, through the dressing, to the surrounding environment over a specified time frame, typically measured in units of g per m2 per 24 h [39,40,41]. Different types of wound dressings have varying WVTR values depending on their material composition [41]. For instance, porous gauze dressings have a WVTR value of approximately 1,600 g per m2 per 24 h, while occlusive dressings like hydrocolloids have a WVTR value of <300 g per m2 per 24 h [41]. However, wound dressings can be considered suitable moisture barriers (occlusive) if their moisture retention level is <840 g per m2 per 24 h [40]. If the WVTR value is excessively high, it can result in wound dehydration, whereas an excessively low WVTR may lead to the accumulation of wound exudate [39]. The evaluation results show that the WVTR value of the hydrogel product in this study was 714.92 g per m2 per 24 h, as seen in Figure 10. Therefore, the hydrogel produced in this study could be considered an effective wound dressing that serves as a reliable moisture barrier, facilitating an optimal healing environment.

Results of WVTR test for the hydrogel.
3.2.6 Contact angle
The hydrophobicity of the hydrogel product in this study was assessed by measuring the water contact angle. Starch, as the primary raw material, tends to have low moisture resistance due to its hydrophilic nature [42]. However, the crosslinking between the hydroxyl groups of starch and the aldehyde groups of oxidized sucrose substantially reduced the hydrophilic hydroxyl groups, resulting in an increased hydrophobicity of the hydrogel surface [31]. Changes in the water contact angle of the hydrogel were monitored at 1-min intervals, as illustrated in both Figures 11 and 12.

Images of the same sessile drop of the hydrogel at different time intervals.

The water contact angle of hydrogel changes as a function of time.
Based on the observations, the initial water contact angle of the hydrogel was measured at 74.76° at 0 min, and it decreased over time, as depicted in Figure 12. In general, a surface with a water contact angle of less than 90° is considered hydrophilic, while a surface with a water contact angle greater than 90° is considered hydrophobic [43]. Hydrophilic surfaces attract liquids strongly and completely wet the surface over time, resulting in the contact angle approaching 0°. According to Giridhar et al. [44], surface wetting can be categorized as hydrophobic (contact angle >80°), moderately wettable (contact angle 48–62°), and hydrophilic (contact angle < 35°). A contact angle in the range of 40–70° is typically considered moderately hydrophilic [45], which is ideal for promoting cell adhesion and wound-healing processes. The hydrogel surface in this study falls within this moderately wettable range, with a contact angle value of 74.76°, making it suitable for supporting cell adhesion during the wound-healing process.
3.2.7 Cytotoxicity
Biodegradable polymers intended for medical use must primarily demonstrate biocompatibility in specific environments [46]. In this context, the first essential assessment of biocompatibility for the hydrogel created in this study involves in vitro cytotoxicity testing. Even though the fundamental raw materials used in this hydrogel, namely starch and oxidized sucrose, are recognized as non-toxic substances [47,48,49,50], conducting this testing remains imperative. The key objective is to verify that the crosslinked reaction products of these materials do not exert any harmful effects on cells when applied as wound dressings.
To ensure uniformity in the test samples with the cell medium, the hydrogel was dissolved in DMSO. The dissolution process was tested at various concentrations, reaching the maximum saturation level of the hydrogel in DMSO. When saturated, the hydrogel becomes challenging to dissolve uniformly in DMSO. In this study, concentration variations of the hydrogel in DMSO were examined within the range of 1.563–200 µg·mL−1, with cell observations made after 24 h. The direct in vitro contact test results, using NIH3T3 cells (a mouse fibroblast cell line), revealed that cells exposed to the lowest concentration (1.563 µg·mL−1) and the highest concentration (200 µg·mL−1) of the test samples maintained their typical elongated morphology, similar to the positive control. These cells exhibited no adverse responses, such as detachment or cell lysis, indicating the absence of toxic effects (Figure 13).

In vitro cytotoxicity test of hydrogel using NIH3T3 cells for a 24-h contact.
Moreover, the quantitative assessment of NIH3T3 fibroblast cell viability was conducted by measuring their metabolic activity using the MTT colorimetric assay. An increase in metabolic activity relative to the control indicates improved cell viability resulting from cell proliferation during the test period. In Figure 14, the results display the activity of NIH3T3 fibroblast cells when in contact with the hydrogel samples, and this activity decreased as the concentration of the hydrogel increased. Specifically, at a concentration of 1.563 µg·mL−1, the cell viability was measured at 117.66%, and at the highest concentration of 200 µg·mL−1, it was 105.97%. Despite the decrease in cell activity, these values still indicate no significant toxic effects on cell proliferation, aligning with the control test results when hydrogel samples were not used.

MTT Assay of NIH3T3 cells with variations of hydrogel concentration.
Certainly, the cytotoxicity testing conducted in this study serves as a valuable complement to the overall characterization of the hydrogel. Based on these results, the hydrogel can be deemed a suitable material for wound dressings. It has demonstrated strength, an effective swelling capacity for absorbing wound exudate, and safety when in contact with skin cells. These attributes collectively position the hydrogel as a promising candidate for wound dressing applications.
4 Conclusions
The development of a cassava-based hydrogel, incorporating oxidized sucrose as a crosslinking agent and glycerol as a plasticizer, has been successfully achieved. Tensile strength optimization was conducted using a CCD in Minitab 16 by varying the composition of oxidized sucrose and glycerol. ANOVA analysis revealed that both variables significantly impact tensile strength (p-value <0.05). The optimization process yielded an optimal tensile strength of 27 MPa, with the use of 0.9762 mL of oxidized sucrose per gram of starch and 0.0624 g of glycerol per gram of starch. Confirmation tests supported these values with a p-value exceeding 0.05, indicating the consistency of the estimations. Further characterization through FTIR and 1H NMR analyses confirmed the presence of crosslinking between the hydroxyl groups of starch and the aldehyde groups of oxidized sucrose. Functional characterization revealed that the hydrogel exhibited a swelling capacity of 95%, a WVTR of 714.92 g per m2 per 24 h, a contact angle of 74.76°, and a cell viability value exceeding 100%. These results collectively demonstrate the hydrogel’s potential for use in wound dressings. It possesses strong mechanical properties, the ability to absorb exudates, effective moisture retention, moderate wettability/hydrophilicity, and it does not exhibit significant toxicity toward cell proliferation, as indicated by cytotoxicity testing using NIH3T3 cells (a mouse fibroblast cell line).
Acknowledgements
The authors extend their sincere appreciation to the Directorate of Research and Community Service at Universitas Gadjah Mada for their financial support of this research project through Grant RTA 2021. Additionally, the authors are thankful for the support provided by the National Research and Innovation Agency (BRIN) for the use of laboratory facilities.
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Funding information: The research was funded by the Directorate of Research and Community Service at Universitas Gadjah Mada.
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Author contributions: Fitri Nur Kayati: Writing – original draft, conceptualization, methodology, investigation, and visualization; Chandra Wahyu Purnomo: writing – review, conceptualization, investigation, supervision, project administration, and funding acquisition; Yuni Kusumastuti: writing-review, investigation, and supervision; Rochmadi: writing-review, investigation, supervision writing-review, and conceptualization.
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Conflict of interest: The authors state no conflict of interest.
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Data availability statement: The data sets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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- Recyclability and catalytic characteristics of copper oxide nanoparticles derived from bougainvillea plant flower extract for biomedical application
- Phytofabrication, characterization, and evaluation of novel bioinspired selenium–iron (Se–Fe) nanocomposites using Allium sativum extract for bio-potential applications
- Erratum
- Erratum to “Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)”
Articles in the same Issue
- Research Articles
- Value-added utilization of coal fly ash and recycled polyvinyl chloride in door or window sub-frame composites
- High removal efficiency of volatile phenol from coking wastewater using coal gasification slag via optimized adsorption and multi-grade batch process
- Evolution of surface morphology and properties of diamond films by hydrogen plasma etching
- Removal efficiency of dibenzofuran using CuZn-zeolitic imidazole frameworks as a catalyst and adsorbent
- Rapid and efficient microwave-assisted extraction of Caesalpinia sappan Linn. heartwood and subsequent synthesis of gold nanoparticles
- The catalytic characteristics of 2-methylnaphthalene acylation with AlCl3 immobilized on Hβ as Lewis acid catalyst
- Biodegradation of synthetic PVP biofilms using natural materials and nanoparticles
- Rutin-loaded selenium nanoparticles modulated the redox status, inflammatory, and apoptotic pathways associated with pentylenetetrazole-induced epilepsy in mice
- Optimization of apigenin nanoparticles prepared by planetary ball milling: In vitro and in vivo studies
- Synthesis and characterization of silver nanoparticles using Origanum onites leaves: Cytotoxic, apoptotic, and necrotic effects on Capan-1, L929, and Caco-2 cell lines
- Exergy analysis of a conceptual CO2 capture process with an amine-based DES
- Construction of fluorescence system of felodipine–tetracyanovinyl–2,2′-bipyridine complex
- Excellent photocatalytic degradation of rhodamine B over Bi2O3 supported on Zn-MOF nanocomposites under visible light
- Optimization-based control strategy for a large-scale polyhydroxyalkanoates production in a fed-batch bioreactor using a coupled PDE–ODE system
- Effectiveness of pH and amount of Artemia urumiana extract on physical, chemical, and biological attributes of UV-fabricated biogold nanoparticles
- Geranium leaf-mediated synthesis of silver nanoparticles and their transcriptomic effects on Candida albicans
- Synthesis, characterization, anticancer, anti-inflammatory activities, and docking studies of 3,5-disubstituted thiadiazine-2-thiones
- Synthesis and stability of phospholipid-encapsulated nano-selenium
- Putative anti-proliferative effect of Indian mustard (Brassica juncea) seed and its nano-formulation
- Enrichment of low-grade phosphorites by the selective leaching method
- Electrochemical analysis of the dissolution of gold in a copper–ethylenediamine–thiosulfate system
- Characterisation of carbonate lake sediments as a potential filler for polymer composites
- Evaluation of nano-selenium biofortification characteristics of alfalfa (Medicago sativa L.)
- Quality of oil extracted by cold press from Nigella sativa seeds incorporated with rosemary extracts and pretreated by microwaves
- Heteropolyacid-loaded MOF-derived mesoporous zirconia catalyst for chemical degradation of rhodamine B
- Recovery of critical metals from carbonatite-type mineral wastes: Geochemical modeling investigation of (bio)hydrometallurgical leaching of REEs
- Photocatalytic properties of ZnFe-mixed oxides synthesized via a simple route for water remediation
- Attenuation of di(2-ethylhexyl)phthalate-induced hepatic and renal toxicity by naringin nanoparticles in a rat model
- Novel in situ synthesis of quaternary core–shell metallic sulfide nanocomposites for degradation of organic dyes and hydrogen production
- Microfluidic steam-based synthesis of luminescent carbon quantum dots as sensing probes for nitrite detection
- Transformation of eggshell waste to egg white protein solution, calcium chloride dihydrate, and eggshell membrane powder
- Preparation of Zr-MOFs for the adsorption of doxycycline hydrochloride from wastewater
- Green nanoarchitectonics of the silver nanocrystal potential for treating malaria and their cytotoxic effects on the kidney Vero cell line
- Carbon emissions analysis of producing modified asphalt with natural asphalt
- An efficient and green synthesis of 2-phenylquinazolin-4(3H)-ones via t-BuONa-mediated oxidative condensation of 2-aminobenzamides and benzyl alcohols under solvent- and transition metal-free conditions
- Chitosan nanoparticles loaded with mesosulfuron methyl and mesosulfuron methyl + florasulam + MCPA isooctyl to manage weeds of wheat (Triticum aestivum L.)
- Synergism between lignite and high-sulfur petroleum coke in CO2 gasification
- Facile aqueous synthesis of ZnCuInS/ZnS–ZnS QDs with enhanced photoluminescence lifetime for selective detection of Cu(ii) ions
- Rapid synthesis of copper nanoparticles using Nepeta cataria leaves: An eco-friendly management of disease-causing vectors and bacterial pathogens
- Study on the photoelectrocatalytic activity of reduced TiO2 nanotube films for removal of methyl orange
- Development of a fuzzy logic model for the prediction of spark-ignition engine performance and emission for gasoline–ethanol blends
- Micro-impact-induced mechano-chemical synthesis of organic precursors from FeC/FeN and carbonates/nitrates in water and its extension to nucleobases
- Green synthesis of strontium-doped tin dioxide (SrSnO2) nanoparticles using the Mahonia bealei leaf extract and evaluation of their anticancer and antimicrobial activities
- A study on the larvicidal and adulticidal potential of Cladostepus spongiosus macroalgae and green-fabricated silver nanoparticles against mosquito vectors
- Catalysts based on nickel salt heteropolytungstates for selective oxidation of diphenyl sulfide
- Powerful antibacterial nanocomposites from Corallina officinalis-mediated nanometals and chitosan nanoparticles against fish-borne pathogens
- Removal behavior of Zn and alkalis from blast furnace dust in pre-reduction sinter process
- Environmentally friendly synthesis and computational studies of novel class of acridinedione integrated spirothiopyrrolizidines/indolizidines
- The mechanisms of inhibition and lubrication of clean fracturing flowback fluids in water-based drilling fluids
- Adsorption/desorption performance of cellulose membrane for Pb(ii)
- A one-pot, multicomponent tandem synthesis of fused polycyclic pyrrolo[3,2-c]quinolinone/pyrrolizino[2,3-c]quinolinone hybrid heterocycles via environmentally benign solid state melt reaction
- Green synthesis of silver nanoparticles using durian rind extract and optical characteristics of surface plasmon resonance-based optical sensor for the detection of hydrogen peroxide
- Electrochemical analysis of copper-EDTA-ammonia-gold thiosulfate dissolution system
- Characterization of bio-oil production by microwave pyrolysis from cashew nut shells and Cassia fistula pods
- Green synthesis methods and characterization of bacterial cellulose/silver nanoparticle composites
- Photocatalytic research performance of zinc oxide/graphite phase carbon nitride catalyst and its application in environment
- Effect of phytogenic iron nanoparticles on the bio-fortification of wheat varieties
- In vitro anti-cancer and antimicrobial effects of manganese oxide nanoparticles synthesized using the Glycyrrhiza uralensis leaf extract on breast cancer cell lines
- Preparation of Pd/Ce(F)-MCM-48 catalysts and their catalytic performance of n-heptane isomerization
- Green “one-pot” fluorescent bis-indolizine synthesis with whole-cell plant biocatalysis
- Silica-titania mesoporous silicas of MCM-41 type as effective catalysts and photocatalysts for selective oxidation of diphenyl sulfide by H2O2
- Biosynthesis of zinc oxide nanoparticles from molted feathers of Pavo cristatus and their antibiofilm and anticancer activities
- Clean preparation of rutile from Ti-containing mixed molten slag by CO2 oxidation
- Synthesis and characterization of Pluronic F-127-coated titanium dioxide nanoparticles synthesized from extracts of Atractylodes macrocephala leaf for antioxidant, antimicrobial, and anticancer properties
- Effect of pretreatment with alkali on the anaerobic digestion characteristics of kitchen waste and analysis of microbial diversity
- Ameliorated antimicrobial, antioxidant, and anticancer properties by Plectranthus vettiveroides root extract-mediated green synthesis of chitosan nanoparticles
- Microwave-accelerated pretreatment technique in green extraction of oil and bioactive compounds from camelina seeds: Effectiveness and characterization
- Studies on the extraction performance of phorate by aptamer-functionalized magnetic nanoparticles in plasma samples
- Investigation of structural properties and antibacterial activity of AgO nanoparticle extract from Solanum nigrum/Mentha leaf extracts by green synthesis method
- Green fabrication of chitosan from marine crustaceans and mushroom waste: Toward sustainable resource utilization
- Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)
- The enhanced adsorption properties of phosphorus from aqueous solutions using lanthanum modified synthetic zeolites
- Separation of graphene oxides of different sizes by multi-layer dialysis and anti-friction and lubrication performance
- Visible-light-assisted base-catalyzed, one-pot synthesis of highly functionalized cinnolines
- The experimental study on the air oxidation of 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid with Co–Mn–Br system
- Highly efficient removal of tetracycline and methyl violet 2B from aqueous solution using the bimetallic FeZn-ZIFs catalyst
- A thermo-tolerant cellulase enzyme produced by Bacillus amyloliquefaciens M7, an insight into synthesis, optimization, characterization, and bio-polishing activity
- Exploration of ketone derivatives of succinimide for their antidiabetic potential: In vitro and in vivo approaches
- Ultrasound-assisted green synthesis and in silico study of 6-(4-(butylamino)-6-(diethylamino)-1,3,5-triazin-2-yl)oxypyridazine derivatives
- A study of the anticancer potential of Pluronic F-127 encapsulated Fe2O3 nanoparticles derived from Berberis vulgaris extract
- Biogenic synthesis of silver nanoparticles using Consolida orientalis flowers: Identification, catalytic degradation, and biological effect
- Initial assessment of the presence of plastic waste in some coastal mangrove forests in Vietnam
- Adsorption synergy electrocatalytic degradation of phenol by active oxygen-containing species generated in Co-coal based cathode and graphite anode
- Antibacterial, antifungal, antioxidant, and cytotoxicity activities of the aqueous extract of Syzygium aromaticum-mediated synthesized novel silver nanoparticles
- Synthesis of a silica matrix with ZnO nanoparticles for the fabrication of a recyclable photodegradation system to eliminate methylene blue dye
- Natural polymer fillers instead of dye and pigments: Pumice and scoria in PDMS fluid and elastomer composites
- Study on the preparation of glycerylphosphorylcholine by transesterification under supported sodium methoxide
- Wireless network handheld terminal-based green ecological sustainable design evaluation system: Improved data communication and reduced packet loss rate
- The optimization of hydrogel strength from cassava starch using oxidized sucrose as a crosslinking agent
- Green synthesis of silver nanoparticles using Saccharum officinarum leaf extract for antiviral paint
- Study on the reliability of nano-silver-coated tin solder joints for flip chips
- Environmentally sustainable analytical quality by design aided RP-HPLC method for the estimation of brilliant blue in commercial food samples employing a green-ultrasound-assisted extraction technique
- Anticancer and antimicrobial potential of zinc/sodium alginate/polyethylene glycol/d-pinitol nanocomposites against osteosarcoma MG-63 cells
- Nanoporous carbon@CoFe2O4 nanocomposite as a green absorbent for the adsorptive removal of Hg(ii) from aqueous solutions
- Characterization of silver sulfide nanoparticles from actinobacterial strain (M10A62) and its toxicity against lepidopteran and dipterans insect species
- Phyto-fabrication and characterization of silver nanoparticles using Withania somnifera: Investigating antioxidant potential
- Effect of e-waste nanofillers on the mechanical, thermal, and wear properties of epoxy-blend sisal woven fiber-reinforced composites
- Magnesium nanohydroxide (2D brucite) as a host matrix for thymol and carvacrol: Synthesis, characterization, and inhibition of foodborne pathogens
- Synergistic inhibitive effect of a hybrid zinc oxide-benzalkonium chloride composite on the corrosion of carbon steel in a sulfuric acidic solution
- Review Articles
- Role and the importance of green approach in biosynthesis of nanopropolis and effectiveness of propolis in the treatment of COVID-19 pandemic
- Gum tragacanth-mediated synthesis of metal nanoparticles, characterization, and their applications as a bactericide, catalyst, antioxidant, and peroxidase mimic
- Green-processed nano-biocomposite (ZnO–TiO2): Potential candidates for biomedical applications
- Reaction mechanisms in microwave-assisted lignin depolymerisation in hydrogen-donating solvents
- Recent progress on non-noble metal catalysts for the deoxydehydration of biomass-derived oxygenates
- Rapid Communication
- Phosphorus removal by iron–carbon microelectrolysis: A new way to achieve phosphorus recovery
- Special Issue: Biomolecules-derived synthesis of nanomaterials for environmental and biological applications (Guest Editors: Arpita Roy and Fernanda Maria Policarpo Tonelli)
- Biomolecules-derived synthesis of nanomaterials for environmental and biological applications
- Nano-encapsulated tanshinone IIA in PLGA-PEG-COOH inhibits apoptosis and inflammation in cerebral ischemia/reperfusion injury
- Green fabrication of silver nanoparticles using Melia azedarach ripened fruit extract, their characterization, and biological properties
- Green-synthesized nanoparticles and their therapeutic applications: A review
- Antioxidant, antibacterial, and cytotoxicity potential of synthesized silver nanoparticles from the Cassia alata leaf aqueous extract
- Green synthesis of silver nanoparticles using Callisia fragrans leaf extract and its anticancer activity against MCF-7, HepG2, KB, LU-1, and MKN-7 cell lines
- Algae-based green AgNPs, AuNPs, and FeNPs as potential nanoremediators
- Green synthesis of Kickxia elatine-induced silver nanoparticles and their role as anti-acetylcholinesterase in the treatment of Alzheimer’s disease
- Phytocrystallization of silver nanoparticles using Cassia alata flower extract for effective control of fungal skin pathogens
- Antibacterial wound dressing with hydrogel from chitosan and polyvinyl alcohol from the red cabbage extract loaded with silver nanoparticles
- Leveraging of mycogenic copper oxide nanostructures for disease management of Alternaria blight of Brassica juncea
- Nanoscale molecular reactions in microbiological medicines in modern medical applications
- Synthesis and characterization of ZnO/β-cyclodextrin/nicotinic acid nanocomposite and its biological and environmental application
- Green synthesis of silver nanoparticles via Taxus wallichiana Zucc. plant-derived Taxol: Novel utilization as anticancer, antioxidation, anti-inflammation, and antiurolithic potential
- Recyclability and catalytic characteristics of copper oxide nanoparticles derived from bougainvillea plant flower extract for biomedical application
- Phytofabrication, characterization, and evaluation of novel bioinspired selenium–iron (Se–Fe) nanocomposites using Allium sativum extract for bio-potential applications
- Erratum
- Erratum to “Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)”