Abstract
Genomic DNA (gDNA) extraction is an important step in many molecular studies of fungal biology, and it is necessary to evaluate the efficiency, cost-effectiveness, and efficacy of different extraction methods to ensure successful amplification of the target gene and minimize deoxyribonucleic acid (DNA) degradation. The modified cetyltrimethylammonium bromide (CTAB) method was found to be effective in releasing high molecular weight gDNA with minimal protein contamination. Based on anticipated gDNA yield and quality, extraction time, cost effectiveness, successful amplification, and waste management, our findings serve as a guide for selecting techniques of gDNA extraction from fungal species. This study presents a modified CTAB method for extracting DNA from a variety of fungal species including Aspergillus, Penicillium, Alternaria, Dothiorella, and Fusarium. Comparison of three cell crushing methods reveals similar gDNA yields, demonstrating the method’s effectiveness. Furthermore, the modified CTAB method is cost-effective and safe, eliminating the need for grinding with liquid nitrogen or bead beating. The method has a potential use for nucleic-based fungal disease diagnosis such as fish fungal diseases, plant pathogens, fruit rot associated pathogens, and human fungal diseases as we were successful in PCR amplifying several gene loci from varied fungal pathogens.
1 Introduction
Deoxyribonucleic acid (DNA) extraction is a crucial step in fungal molecular systematics [1], clinical diagnostics [2], phylogenetic analysis [3,4], evolutionary research [5,6], genetics, and genomics [7,8,9,10]. Despite the fact that all DNA extraction procedures differ in yield and quality, the integrity and quality of extracted DNA will influence the accuracy of sequencing results [11,12,13,14]. Correspondingly, any DNA extraction protocol is distinguished by the qualities of enhanced DNA yield, diminished DNA degradation, and high-quality DNA for subsequent DNA analysis procedures including polymerase chain reaction (PCR) amplification and Multilocus Sequence Typing (MLST). MLST is used to detect minute variations in the genomes of fungal species using multiple gene haplotypes [15]. So, DNA extraction protocol must have the above attributes for MLST analysis [16,17,18]. Moreover, besides downstream processing competence, the DNA extraction protocol should be inexpensive, expeditive, and produce a lesser amount of perilous waste [19,20,21].
Within the scientific literature, there has been a dearth of an effective DNA extraction methodology for the molecular characterization of fungal species utilizing multiple gene loci. The main challenge is to develop a technology that is both fast and sensitive enough to work with modest quantities of DNA from a small number of cells. Disrupting the cell wall without damaging the genomic DNA (gDNA) is one of the most challenging procedures in isolating fungal gDNA [22]. Cultures grown specifically in liquid media were utilized to extract DNA from fungal isolates. However, because the inhibitors in the agar might interfere with DNA extraction, cultures grown on agar are rarely employed for direct isolation [23].
HiPuraTM Fungal DNA Purification Kit [24] and DNA Easy (Qiagen kit) [DNeasy] Plant Mini Kit, Qiagen [25] were employed to assess the efficacy of extraction and quality of gDNA extracted from fungal species using modified cetyltrimethylammonium bromide (CTAB) protocol. Several modified CTAB DNA extraction protocols are currently in vogue in a variety of research fields, including fungal ecology [26], fungal phylogenetics [27,28], and forensic studies employing fungi [29]. The CTAB [30] method is time-consuming, expensive, and interferes with efficient PCR amplification of genetic markers. It involves gradient centrifugation of cesium chloride-ethidium bromide (EtBr) to extract high-quality DNA. Additional changes are needed because EtBr is a mutagenic agent with scant data supporting its use in fungal DNA extraction [31].
In the modified CTAB DNA extraction protocol, gDNA is initially freed by lysing the cells in the presence of a gDNA stabilizing agent with an anionic detergent. Salt precipitation removes proteins and other impurities. Absolute ethanol (EtOH) or isopropanol (IP) are typically employed to precipitate gDNA from its aqueous solution when sodium ions are present. The volume of EtOH or IP (1–2× the volume of supernatant containing gDNA), the incubation temperature (−20°C), and the duration (10–60 min) utilized for gDNA precipitation all vary greatly. IP and EtOH can also be used to wash and purify gDNA [32]. RNase H enzyme is frequently employed to remove ribonucleic acid (RNA), while CTAB is virtually always included in lysis solutions [33]. In this study, we evaluated the fungal gDNA yield, integrity, and amplification success of different gene sequences using the two different commercial kit methods in comparison to our modified CTAB method.
2 Materials and methods
2.1 Isolation of fungal species from dry fruits
Dry fruits (walnuts, apricots, almonds, and cashew nuts) were purchased from the local markets, and 100 g were disinfected separately by immersion in 0.1% sodium hypochlorite solution for 1 min (60 s). Seven pieces of dry fruits (unshelled) were plated on Potato Dextrose Agar plates and then incubated for 7 days at 27°C. Liquid cultures of fungi were grown in potato dextrose broth (PDB) in a shaking incubator at 27°C with continuous shaking (160 revolutions per minute [RPM]) for 7 days [34]. The fungal species were identified through a combination of morphological assessment and molecular techniques, with the identification process guided by the comprehensive reference “Fungi and Food Spoilage” by Pitt and Hocking [35], which is a seminal work in the field of mycological studies related to food spoilage.
2.2 Harvesting mycelium and spore suspension
Fungal strains were inoculated into 50 mL of PDB in Erlenmeyer flasks (100 mL) and incubated for 3 days at 27°C and after incubation, mycelium was filtered through a Buchner funnel, washed thoroughly twice with distilled water, and again filter dried. The above procedure was used to prepare the mycelium, which was then weighed in Eppendorf tubes before DNA extraction. The weight of the mycelium utilized to extract the DNA was 20 mg. Fungal isolates of spore suspensions were made from 7-day-old cultures in PDB at 27°C using phosphate buffered saline, pH 7.4, and 0.05% Tween 80. The upper homogeneous suspensions were then transferred to sterile tubes and adjusted to a concentration of approximately 106 conidia/mL by hemocytometer counting after heavy particles were allowed to settle for 10–15 min [36].
2.3 DNA extraction protocol (modified CTAB)
2.3.1 Step 1: Preparation of extraction Buffer A (Table 1)
Stock and working solution of CTAB DNA extraction buffer (Buffer A)
Chemical | Stock solution | Working solution | Mass or volume |
---|---|---|---|
CTAB | 2% | 2% | 5 g |
NaCl | 5 M | 1.5 M | 75 mL |
EDTA (pH = 8) | 0.5 M | 20 mM | 10 mL |
Tris-HCL | 1 M | 200 mM | 20 mL |
Water | Raised to 250 mL |
Mix 25 mL of 1 M Tris (pH 8.0), 75 mL of 5M NaCl, 10 mL of 0.5M ethylenediaminetetraacetic acid (EDTA), and 5 g of CTAB.
Bring the final volume to 250 mL with milli-Q water.
Preheat Buffer A in a water bath at 55°C for 15–20 min until the solution becomes translucent.
2.3.2 Step 2: Preparation of extraction Buffer B (Table 1)
Prepare a solution of 1% (w/v) polyvinylpyrrolidone (PVP).
Filter the solution for sterilization and removal of particulates.
Autoclave the solution and store it at −20°C until further use.
2.3.3 Step 3: Mycelium or spore suspension grinding (cell crushing methods)
Weigh 20 mg of mycelium tissues or spore suspension (106 conidia/mL).
2.3.3.1 Option 1: Mortar and pestle
Grind the mycelium or spore suspension with 900 µL of Buffer A and 100 µL of Buffer B until a paste is formed.
Transfer the paste to 2 mL Eppendorf tubes for immediate processing.
2.3.3.2 Option 2: Liquid nitrogen
Chill the mortar and pestle at −20°C.
Grind the mycelium or spore suspension to a powdered form with liquid nitrogen.
Transfer the powder to 2 mL Eppendorf tubes for immediate processing.
2.3.3.3 Option 3: Micro pestle grinding
Transfer 20 mg of mycelium or spore suspension to 5 mL tubes.
Add 900 µL of Buffer A and 100 µL of Buffer B.
Pulverize the mixture using an Eppendorf micro pestle and proceed with DNA extraction.
2.3.4 Step 4: Cell lysis and DNA extraction
Add 400 µL of Buffer A and 60 µL of Buffer B to the ground mycelium tissues or spore suspension.
Incubate at 57°C for 35 min in a water bath, inverting the tubes every 10 min.
Centrifuge the mixture at 10,000 rpm for 10 min at 4°C to remove cell debris.
2.3.5 Step 5: DNA purification
Transfer the supernatant to a fresh tube.
Add an equal volume of chloroform: isoamyl alcohol (24:1 v/v) and mix gently by inversion for 15 min at 25°C.
Centrifuge the mixture at 10,000 rpm for 12 min at 4°C.
Carefully collect the aqueous phase.
2.3.6 Step 6: DNA precipitation
Add 1.35 volumes of chilled IP (stored at −20°C) to the aqueous phase.
Mix by inverting the tube and incubate at −20°C for 30 min.
Centrifuge at 10,000 rpm for 5 min at 4°C.
2.3.7 Step 7: DNA washing
Wash the DNA pellet with 70% EtOH.
Centrifuge at 10,000 rpm for 5 min at 4°C.
Remove EtOH entirely by centrifugation and air-dry the DNA pellet for 10 min.
2.3.8 Step 8: DNA resuspension
Dissolve the DNA pellet in 50 µL of Tris-EDTA buffer.
Vortex briefly to resuspend the DNA.
2.3.9 Step 9: Optional DNA cleanup (if needed)
Use a commercial purification kit if additional purification is required.
Follow the manufacturer’s protocol for the cleanup procedure.
2.3.10 Step 10: DNA quantification and visualization
2.3.10.1 Qubit measurement (optional but recommended)
Quantify the DNA using a Qubit fluorometer to assess the concentration and purity of the extracted DNA.
Measure the Qubit/Nanodrop yield ratio to ensure DNA purity.
2.3.10.2 Nanodrop measurement
Quantify the DNA using a NanoDrop spectrophotometer to measure absorbance at 260/280 nm and 260/230 nm.
2.3.10.3 Gel electrophoresis
Perform gel electrophoresis using a 0.8% agarose gel stained with EtBr.
Visualize the DNA bands using a gel documentation system.
2.4 Commercial isolation kit methods
Fungal gDNA was extracted by using two commercially available kit-based methods. The Firs kit-based method was HiPuraTM Fungal DNA Purification Kit (HiMedia Laboratories Pvt. Ltd), which is designated for isolating DNA from fungal species with spin column procedures. The second kit-based method was DNeasy Plant Mini Kit (QIAGEN) designated for isolating DNA from plant leaves. While extracting fungal gDNA using the commercial kits cited above, the manufacture’s protocols were strictly followed (accessed on the website of Himedia and Qiagen).
2.5 Quantification and visualization of DNA
To obtain a precise estimation of the amount of gDNA extracted, we used a NanoDrop spectrophotometer (Thermo Scientific, Wilmington, DE, USA) to measure the important parameters of gDNA quality, including the ratio of absorbance at 260/280 nm and 260/230 nm, essential indicators of gDNA quality. For gDNA band analysis, we used an agarose gel (0.8%) stained it with 0.5 µg/mL EtBr. About 5 µL of isolated gDNA was loaded in the wells after addition of 1 µL 5× DNA loading dye (HiMedia Laboratories). The gel was then electrophoresed for an hour at 80 V in 200 mL of 1× tris-acetate-EDTA buffer (HiMedia Laboratories). Using a gel documentation system (GenoSens 2000) with nucleic acid visualization (embedded touch screen PC), gel images were obtained. Each method was repeated in triplicate for precise results.
2.6 PCR amplification of multilocus gene sequences
gDNA of fungal isolates from dry fruits were used as template for multilocus gene amplification, and different gene sequences were selected and amplified with a set of primers (Table 2). The reaction mixture of 50 µL contained 50 ng of template gDNA, 1× PCR buffer, 1.5 mM of MgCl2, 200 μM of deoxynucleoside triphosphates, 0.20 μM of each primer, and 2 U of Taq polymerase. Controls were run with every series of amplifications to test for the presence of contaminants. The PCR products were separated on a 1.5 agarose gel stained with EtBr. The electrophoresis was maintained at 80 V for 30 min. By comparing the size of the gene fragments to a DNA marker of 100–1,500 base pairs (bp), the size of the amplified gene sequences was determined.
List of genes, primers, and primer sequences used for amplification of nuclear housekeeping genes and protein coding genes
Gene (Primer) | Forward | Reverse | Reference |
---|---|---|---|
Internal transcribed spacer (ITS; ITS1, ITS4) | 5′-TCCGTAGGTGAACCTGCGG-3′ | 5′-TCCTCCGCTTATTGATATG-3′ | [65] |
Translation elongation factor 1-alpha (tef1-α; EF595F, EF1160R) | 5′-CGTGACTTCATCAAGAACATG-3′ | 5′-CCGATCTTGTAGACGTCCTGC-3′ | [66] |
RNA polymerase II second largest subunit (RPB2; bRPB2-6.9R, bRPB2-11R1) | 5′-TGGACNCAYTGYGARATYCAYCC-3′ | 5′-TGGATYTTGTCRTCCACCAT-3′ | [67] |
28S ribosomal DNA (rDNA) (NS1, NS2) | 5′-ACCCGCTGAACTTAAGC-3′ | 5′-CGCCAGTTCTGCTTACC-3′ | [68] |
18S ribosomal DNA (rDNA) (NS1, NS2) | 5′-GTAGTCATATGCTTGTCTC-3′ | 5′-5GGCTGCTGGCACCAGACTTGC-3′ | [65] |
Calmodulin | 5′-ACATTTGCATCCCCAGC-3′ | 5′-TGCACTTCCCGACATCATCC-3′ | [69] |
2.7 Statistical analysis
Statistical analysis was conducted to rigorously assess the results obtained from the gDNA extraction experiments. Data curation was meticulously carried out to ensure the accuracy and reliability of the dataset. Analysis of variance (ANOVA), a widely used statistical method to compare means across multiple groups, was employed to determine the significance of any differences observed among the experimental groups. The statistical analysis was performed using Stat SP, a specialized statistical analysis software known for its robustness and versatility in handling complex datasets. This software was chosen for its ability to effectively execute ANOVA and other required statistical tests required for this study.
Following the ANOVA, post hoc tests were conducted to further scrutinize any significant differences identified among the experimental groups. Post hoc ANOVA tests are essential for pinpointing specific group differences and elucidating the nuances within the data that may not be apparent from the initial ANOVA alone.
3 Results
3.1 Efficiency of different DNA extraction methods
We investigated the efficiency of a modified CTAB method for DNA extraction from fungal species, including Aspergillus, Penicillium, Alternaria, Dothiorella, and Fusarium (Figure 1). The isolates were obtained from dry fruits post 0.1% sodium hypochlorite treatment. After morphological identification, a standardized lysis method was employed. Linear regression analysis demonstrated a strong correlation coefficient of determination (R 2 = 0.9870) between mycelium weight (mg) and DNA concentration nanograms per microliter (ng/µL) across diverse fungal isolates, signifying the efficacy of the modified CTAB method (p < 0.05). However, a decrease in gDNA yield was noted when spore suspension was used for gDNA extraction.

(a) Conidial heads of Aspergillus; (b) Conidia and conidiophores of Penicillium; (c) Conidiophores with conidia, likely Aspergillus; (d) Septate hyphae of Fusarium; (e) Conidia and conidiophores, Alternaria; (f) Conidial head of Aspergillus; (g) Mycelium and spores, Penicillium; (h) Oval conidia of Alternaria; (i) Sickle-shaped conidia of Fusarium; (j) Conidia in chains, Penicillium; (k) Conidial heads of Aspergillus; (l) Hyphae with conidia, Penicillium; (m) Hyphae of Fusarium; (n) Macroconidia of Fusarium; (o) Hyphae with conidia of Alternaria.
3.2 Comparison of DNA extraction methods
In the present study, modified CTAB gDNA extraction method exhibited a substantial mean difference in DNA yield compared to alternative methods, namely, Himedia and Qiagen plant genomic kit (Figure 2). The statistical analysis, employing Dunnett’s multiple comparisons test, revealed a significant increase in DNA yield with our modified CTAB protocol when compared to Himedia (mean difference: 165.7, 95% confidence interval, CI: 78.86–252.5) and Qiagen plant genomic kit (mean difference: 199.6, 95% CI: 112.7–286.4). The adjusted p-values (<0.001) underscore the robustness of these differences. These findings emphasize the efficacy of our modified CTAB method in extracting DNA, highlighting its potential superiority over the tested alternatives (Table 1, Figure 2).

Different fungal isolates (n = 40) were checked for DNA concentration (ng/µL) from mycelium and from spore suspension using three extraction methods. Modified CTAB presented a significant yield (mean value ± SEM, 267.67 ± 20.69) as compared to other kit protocols (*marker means, p < 0.001) analyzed by using one way-ANOVA and Dunnett’s multiple comparisons test.
3.3 Effectiveness of different cell crushing method
Absorbance ratios for various cell crushing methods ranged from 1.85 to 1.93 for all the methods employed, indicating no significant impact on absorbance ratios. This study employs Tukey’s multiple comparisons test to assess the differences in DNA yield among three distinct cell crushing methods: mortar pestle, liquid nitrogen, and micropestle grinding. The analysis focuses on the mean differences in DNA concentration measured in nanograms per microliter (ng/µL) along with 95% CI and adjusted p-values. Despite the observed mean differences, the statistical comparisons did not reveal significant variations between the mortar pestle method vs liquid nitrogen, mortar pestle method vs micro pestle grinding, and liquid nitrogen vs micro pestle grinding. The adjusted p-values for these comparisons were found to be 0.919, 0.926, and 0.726, respectively (Figure 3).

Tukey’s multiple comparisons test for cell crushing methods, no significant differences were observed between the methods, as indicated by non-significant p-values exceeding the conventional significance threshold of 0.05.
3.4 Analysis of DNA size and DNA concentration
The DNA fragment sizes observed across the fungal isolates range from 30 to 60 kilobase pairs (kb), reflecting varying degrees of DNA integrity. Larger DNA fragments, particularly those observed in isolates such as Aspergillus welwitschiae and Dothiorella gregaria (60 kb), suggest the presence of high molecular weight DNA, which is more conducive to downstream applications such as sequencing. Conversely, smaller DNA sizes, like the 30 kb observed in Aspergillus tabacinus (AZ9), may indicate some degree of DNA fragmentation, although they still represent a considerable amount of intact genetic material.
DNA concentrations across the isolates range from approximately 210–298 ng/µL. There appears to be a positive correlation between DNA size and concentration, with higher concentrations typically associated with larger DNA fragments. For instance, Aspergillus niger (N72) shows a DNA size of 55 kb coupled with a concentration of 256.36 ng/µL. This correlation implies that isolates with less fragmented, higher quality DNA tend to yield greater quantities, which is advantageous for molecular studies requiring substantial and intact DNA.
3.5 PCR amplification of multilocus genes (MLST)
The template gDNA used for PCR amplification of these gene sequences was extracted by our modified CTAB method (Table 3). All five gene sequences, with amplicon sizes ranging from 422 to 929 bp, were effectively amplified from various fungus species obtained from dried fruits.
Fungal isolates with identified species, amplified gene loci, DNA sizes, and DNA concentrations
Isolate | Species identified | Amplified gene loci | DNA size (kb) | DNA concentration (ng/µL) | ||||
---|---|---|---|---|---|---|---|---|
ITS | tef1-α | RPB2 | 28S rDNA | 18S rDNA | ||||
10WHITE | Fusarium acuminatum | Yes | Yes | Yes | Yes | Yes | 35 | 210.12 |
AG10 | Penicillium nordicum | Yes | Yes | Yes | Yes | Yes | 45 | 230.23 |
AG9 | Penicillium viridicatum | Yes | Yes | Yes | Yes | Yes | 55 | 250.98 |
AP4 | Penicillium neoechinulatum | Yes | Yes | Yes | Yes | Yes | 40 | 212.36 |
AR2 | Aspergillus niger | Yes | Yes | Yes | Yes | Yes | 50 | 219.26 |
AV1 | Aspergillus welwitschie | Yes | Yes | Yes | Yes | Yes | 60 | 231.32 |
AV9 | Aspergillus versicolor | Yes | Yes | Yes | Yes | Yes | 55 | 236.98 |
AV91 | Aspergillus versicolor | Yes | Yes | Yes | Yes | Yes | 55 | 298.36 |
AW0 | Penicillium viridicatum | Yes | Yes | Yes | Yes | Yes | 45 | 256.32 |
AW1 | Penicillium nordicum | Yes | Yes | Yes | Yes | Yes | 35 | 265.85 |
AW4 | Penicillium polonicum | Yes | Yes | Yes | Yes | Yes | 40 | 272.31 |
AW5 | Penicillium albocoremium | Yes | Yes | Yes | Yes | Yes | 50 | 212.39 |
AYWG1 | Penicillium solitum | Yes | Yes | Yes | Yes | Yes | 55 | 213.96 |
AZ12 | Aspergillus austroafricanus | Yes | Yes | Yes | Yes | Yes | 45 | 236.36 |
AZ13 | Aspergillus versicolor | Yes | Yes | Yes | Yes | Yes | 50 | 251.32 |
AZ14 | Aspergillus tubingensis | Yes | Yes | Yes | Yes | Yes | 60 | 214.01 |
AZ9 | Aspergillus tabacinus | Yes | No | Yes | Yes | No | 30 | 226.13 |
F10R10 | Fusarium lateritium | Yes | Yes | Yes | Yes | Yes | 40 | 225.19 |
F21R222 | Penicillium citrinum | Yes | Yes | Yes | Yes | Yes | 55 | 211.12 |
F21R223 | Penicillium chrysogenum | Yes | Yes | Yes | Yes | Yes | 45 | 220.23 |
F23R23 | Aspergillus protuberus | Yes | Yes | Yes | Yes | Yes | 60 | 240.98 |
F23R24 | Penicillium commune | Yes | Yes | Yes | Yes | Yes | 50 | 222.36 |
F3R3 | Aspergillus flavus | Yes | Yes | Yes | Yes | Yes | 55 | 219.23 |
FA2Y | Penicillium thymicola | Yes | Yes | Yes | Yes | Yes | 35 | 231.39 |
FA6G | Aspergillus amoenus | Yes | Yes | Yes | No | No | 45 | 236.91 |
N71 | Geotrichum candidum | Yes | Yes | Yes | Yes | Yes | 55 | 298.33 |
N72 | Aspergillus niger | Yes | Yes | Yes | Yes | Yes | 55 | 256.36 |
N724 | Aspergillus niger | Yes | Yes | Yes | Yes | Yes | 55 | 265.82 |
N726 | Aspergillus niger | Yes | Yes | Yes | Yes | Yes | 50 | 282.31 |
N73 | Aspergillus brasiliensis | Yes | Yes | Yes | Yes | No | 60 | 252.39 |
N74 | Aspergillus welwitschiae | Yes | Yes | Yes | Yes | Yes | 45 | 253.96 |
NY01 | Penicillium cordubense | Yes | Yes | Yes | No | Yes | 45 | 286.36 |
NY15 | Penicillium hordei | Yes | Yes | Yes | Yes | Yes | 50 | 261.32 |
NY3 | Penicillium lapidosum | Yes | Yes | Yes | Yes | Yes | 50 | 274.01 |
NY5 | Penicillium verrucosum | Yes | Yes | Yes | Yes | Yes | 50 | 226.13 |
P2 | Penicillium thomii | Yes | Yes | Yes | Yes | Yes | 50 | 225.19 |
R4F4 | Penicillium crustosum | Yes | Yes | Yes | Yes | Yes | 45 | 246.12 |
R5F5 | Geotrichum candidum | Yes | Yes | Yes | Yes | Yes | 45 | 236.21 |
R6F6 | Geotrichum candidum | Yes | Yes | Yes | Yes | Yes | 60 | 256.81 |
NY6 | Dothiorella gregaria | Yes | Yes | Yes | Yes | Yes | 50 | 297.36 |
P132 | Fusarium oxysporum | Yes | Yes | Yes | Yes | Yes | 60 | 286.83 |
NY65 | Dothiorella gregaria | Yes | Yes | Yes | Yes | Yes | 35 | 298.32 |
FAYRF | Aspergillus fumigatus | Yes | Yes | Yes | Yes | Yes | 45 | 293.45 |
Note: “Yes” indicates successful amplification of the respective gene sequence, while “No” indicates that the gene sequence was not amplified. DNA sizes are provided in kilobases (kb) and reflect the integrity of the isolated DNA.
Later these genes were sequenced using both forward and reverse primers (Table 2) and chromatographs were analyzed by FinchTV. All gene sequences had showed high-quality chromatographs. Query sequences were submitted for BLASTn search in national center for biotechnology information for sequence identity and species identification. Different fungal isolates of our study showed sequence similarity of 95–100% with different Aspergillus species: 98–100% sequence similarity with Penicillium species, 93–100% sequence similarity with Fusarium species, 99% sequence similarity with Mucor species, 100% sequence similarity with Galactomyces species, 99.8% sequence similarity with Dothiorella species, and 99.45% sequence similarity with Alternaria species using five housekeeping gene markers (Table 2) for molecular identification systematic analysis. Remarkably, the majority of fungal isolates exhibited successful amplification across all targeted gene loci, including ITS, tef1-α, RPB2, 28S rDNA, and 18S rDNA. This successful amplification is indicative of the robustness of the modified CTAB DNA extraction and amplification protocols employed in this study. Particularly, isolate 10WHITE (Fusarium acuminatum) displayed successful amplification for all gene loci, accompanied by a substantial DNA concentration of 210.12 ng/µL. Similarly, various Aspergillus and Penicillium species consistently exhibited positive results across the amplified gene loci, showcasing the reliability and effectiveness of the extraction methodology. Significantly, the isolate AV91 (Aspergillus versicolor) demonstrated a high DNA concentration of 298.36 ng/µL, further emphasizing the efficiency of the DNA extraction protocol. However, isolate AZ9 (Aspergillus tabacinus) exhibited a lack of amplification for the tef1-α and 18S rDNA gene loci, suggesting potential variability in the DNA extraction efficiency for this specific isolate. Overall, the consistently successful amplification across various fungal isolates, coupled with notable DNA concentrations, attests to the effectiveness of the modified CTAB protocol employed in this study for extracting high-quality fungal DNA suitable for downstream molecular applications (Table 3).
4 Discussion
This study provides a detailed evaluation of the modified CTAB protocol for fungal gDNA extraction, highlighting its potential as a superior alternative to commercial kits, such as those offered by HiMedia and Qiagen, particularly for advanced molecular applications including MLST and next-generation sequencing (NGS). The extraction of high-quality DNA from fungi poses significant challenges due to the chitin-rich composition of their cell walls, which are highly resistant to degradation and complicate the crucial initial step of cell lysis (Figure 3). Chitin, a durable and fibrous biopolymer, imparts considerable structural rigidity, necessitating the development of enhanced extraction methods to effectively recover intact gDNA [37,38,39]. The difficulty in disrupting these cell walls frequently results in DNA fragmentation or degradation, which can severely impact the integrity and purity of the extracted DNA, both of which are essential for the accuracy of downstream applications such as PCR and sequencing [40].
In response to these challenges, there is a growing need for extraction protocols that can effectively overcome the barriers posed by the chitinous cell walls of fungi, ensuring the recovery of high-quality, intact DNA (Table 3). The modified CTAB protocol has been specifically developed to address the limitations commonly associated with commercial DNA extraction kits, particularly issues related to contamination and the presence of PCR inhibitors, which can critically compromise the quality of the extracted DNA [41]. The inclusion of 1% PVP in the modified CTAB protocol (Table 1) significantly enhances the binding and removal of inhibitory compounds, thereby preventing their interference during the DNA extraction process [31,42,43]. This modification is particularly crucial for ensuring the purity of the extracted DNA, as demonstrated in studies focusing on applications such as NGS and MLST, where even minimal impurities can lead to significant errors in sequencing data and phylogenetic analyses [44].
Although the sodium dodecyl sulfate-based method offers benefits in terms of simplicity and cost, the CTAB method is chosen when the research demands the highest possible DNA purity, yield, and integrity, particularly for complex or challenging samples. This makes CTAB the method of choice for studies where these factors are critical for the success of downstream molecular analyses [45].
Recent studies have further validated the effectiveness of the modified CTAB protocol across various contexts. For instance, the use of modified CTAB protocols has proven effective in extracting high-molecular-weight DNA from ferns, a group known for their large and complex genomes. These protocols, which minimize mechanical disruption during lysis to prevent DNA shearing, have successfully yielded high-purity DNA, essential for long-read sequencing technologies [46]. Similarly, modified CTAB protocols have been adapted for high-quality RNA extraction from challenging samples such as algae and plants, where the presence of secondary metabolites complicates the process [47,48]. These adaptations underscore the versatility of the modified CTAB protocol in handling various types of complex biological materials, further supporting its application in fungal DNA extraction.
The proven efficacy of the modified CTAB protocol in producing high-purity, contaminant-free DNA underscores its suitability for applications where DNA integrity is paramount. This positions the modified CTAB protocol as particularly advantageous for researchers and clinicians who require stringent and reliable DNA extraction methods for complex fungal samples, especially in contexts demanding high precision, such as in NGS and MLST [49,50].
Furthermore, this study contributes to the expanding body of research emphasizing the critical role of fungal life stages in the efficacy of DNA extraction protocols. Consistent with previous findings, our research demonstrated that spore suspensions yielded significantly lower DNA concentrations compared to mycelium, aligning with studies that have highlighted the structural complexities of spores, including their thicker and more resilient cell walls, which necessitate optimized extraction protocols to achieve maximum DNA yield [51,52].
Moreover, the robust performance of the modified CTAB protocol across diverse fungal species and life stages highlights the importance of customized strategies in obtaining high-quality DNA, which is essential for accurate molecular analyses and subsequent applications in research and diagnostics [53]. The clinical implications of these findings are particularly noteworthy in the context of fungal pathogen detection, where the accuracy and timeliness of diagnostics are critical [54]. Rhinosinusal aspergilloma, caused by Aspergillus species, remains a diagnostic challenge due to the limitations inherent in traditional methods [55]. The high-purity DNA extracted using the modified CTAB protocol provides a robust foundation for developing more precise and sensitive fungal pathogen detection methods, particularly in the diagnosis of rhinosinusal aspergilloma, where accurate DNA extraction is crucial for effective clinical outcomes [56].
Furthermore, the modified CTAB protocol’s application extends beyond the detection of aspergilloma, offering broader utility in the diagnosis and management of a range of invasive fungal infections. These infections are increasingly prevalent in immunocompromised populations, highlighting the urgent need for effective diagnostic strategies [57]. The ability to reliably extract high-quality DNA from diverse fungal pathogens positions the modified CTAB protocol as a valuable tool in the evolving landscape of clinical diagnostics and fungal disease management [58].
In addition to its application in molecular diagnostics, the modified CTAB protocol has been employed in genotyping-by-sequencing to map meiotic crossovers in plants, further illustrating its versatility and reliability across different biological systems [59]. The adaptability of the modified CTAB protocol to various contexts, along with its consistent ability to yield high-quality DNA, underscores its importance as a fundamental tool for researchers working with complex biological samples.
To optimize DNA extraction from samples with high starch, polysaccharide, and polyphenolic content, strategic modifications to the CTAB protocol have demonstrated significant efficacy. For samples with elevated starch content, increasing the NaCl concentration in the extraction buffer to 2.5 M markedly enhances both the yield and purity of the extracted DNA. This adjustment is particularly effective in dissociating polysaccharides from nucleic acids, thereby preventing the co-precipitation of starch with DNA and improving the overall quality of the extraction.
In dealing with polysaccharide-rich samples, several methodological enhancements have been proposed. One effective strategy involves the preparation of crude chromatin prior to DNA extraction, using a CTAB/high-salt buffer combined with 3% (w/v) sarcosyl, which facilitates the removal of polysaccharides that are prone to co-precipitating with DNA and may interfere with downstream applications such as PCR. Alternatively, treating the extract with water-saturated ether in the presence of 1.25 M NaCl, or purifying the DNA by adsorption onto a silica suspension in guanidine thiocyanate, has proven effective in eliminating these contaminants.
For samples high in polyphenolic compounds, the incorporation of 1–2% (w/v) PVP with molecular weights of 10,000 or 40,000 into the extraction buffer effectively neutralizes phenolic compounds, which otherwise pose a risk of inhibiting enzymatic reactions in subsequent molecular analyses. Additionally, in cases involving highly viscous mucilage, a high concentration of sarcosyl in the extraction buffer can be employed to precipitate polysaccharides, thereby reducing viscosity and enhancing the DNA yield.
Furthermore, to mitigate the oxidation of polyphenols, particularly in phenol-rich samples, the inclusion of antioxidants such as diethyldithiocarbamic acid (4 mM) and ascorbic acid (5 mM), along with 2% (w/v) PVP40, has been found beneficial. These modifications collectively preserve the integrity of the extracted DNA, ensuring its suitability for subsequent molecular applications [60,61,62,63,64].
5 Conclusion
Based on anticipated gDNA yield and quality, extraction time, cost effectiveness, successful amplification, and waste management, our findings serve as a guide for selecting techniques of gDNA extraction from fungal species associated with dried fruits. This research report describes a modified CTAB DNA extraction protocol for fungi that is cost effective and rapid. The protocol uses mortar and pestle with Buffer A and Buffer B to crush the cells, eliminating the need for liquid nitrogen grinding and bead beating. The modified CTAB protocol also allows for the sterilization of chemicals and lysis buffer, removing any unwanted bacterial or fungal contamination that might interfere with PCR amplification. This protocol is flexible enough to give a white colored gDNA pellet, which is beneficial for downstream PCR amplification and MLST analysis. The protocol was tested using PCR primers from earlier studies and showed enhanced rate of gene amplification for a variety of fungal species, indicating its potential use for nucleic-based fungal disease diagnosis such as fish fungal diseases, plant pathogens, fruit rot associated pathogens, and human fungal diseases.
Acknowledgements
Authors are thankful to the Researchers Supporting Project number (RSPD2025R568), King Saud University, Riyadh, Saudi Arabia.
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Funding information: Funding for this study was provided by the Centre of Research for Development, University of Kashmir, Srinagar 190006, Jammu and Kashmir, India.
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Author contributions: G.J.D., R.N.*, and S.A.W. designed the study, performed the experiments, and analyzed the data. G.J.D. prepared the final version of the figures and the manuscript for publication. S.F., T.A., and T.H.A. contributed to data interpretation and manuscript revision. All authors approved the final version of the manuscript.
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Conflict of interest: Authors state no conflict of interest.
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Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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- Electroacupuncture alleviates sciatic nerve injury in sciatica rats by regulating BDNF and NGF levels, myelin sheath degradation, and autophagy
- Polydatin prevents cholesterol gallstone formation by regulating cholesterol metabolism via PPAR-γ signaling
- RNF144A and RNF144B: Important molecules for health
- Analysis of the detection rate and related factors of thyroid nodules in the healthy population
- Artesunate inhibits hepatocellular carcinoma cell migration and invasion through OGA-mediated O-GlcNAcylation of ZEB1
- Endovascular management of post-pancreatectomy hemorrhage caused by a hepatic artery pseudoaneurysm: Case report and review of the literature
- Efficacy and safety of anti-PD-1/PD-L1 antibodies in patients with relapsed refractory diffuse large B-cell lymphoma: A meta-analysis
- SATB2 promotes humeral fracture healing in rats by activating the PI3K/AKT pathway
- Overexpression of the ferroptosis-related gene, NFS1, corresponds to gastric cancer growth and tumor immune infiltration
- Understanding risk factors and prognosis in diabetic foot ulcers
- Atractylenolide I alleviates the experimental allergic response in mice by suppressing TLR4/NF-kB/NLRP3 signalling
- FBXO31 inhibits the stemness characteristics of CD147 (+) melanoma stem cells
- Immune molecule diagnostics in colorectal cancer: CCL2 and CXCL11
- Inhibiting CXCR6 promotes senescence of activated hepatic stellate cells with limited proinflammatory SASP to attenuate hepatic fibrosis
- Cadmium toxicity, health risk and its remediation using low-cost biochar adsorbents
- Pulmonary cryptococcosis with headache as the first presentation: A case report
- Solitary pulmonary metastasis with cystic airspaces in colon cancer: A rare case report
- RUNX1 promotes denervation-induced muscle atrophy by activating the JUNB/NF-κB pathway and driving M1 macrophage polarization
- Morphometric analysis and immunobiological investigation of Indigofera oblongifolia on the infected lung with Plasmodium chabaudi
- The NuA4/TIP60 histone-modifying complex and Hr78 modulate the Lobe2 mutant eye phenotype
- Experimental study on salmon demineralized bone matrix loaded with recombinant human bone morphogenetic protein-2: In vitro and in vivo study
- A case of IgA nephropathy treated with a combination of telitacicept and half-dose glucocorticoids
- Analgesic and toxicological evaluation of cannabidiol-rich Moroccan Cannabis sativa L. (Khardala variety) extract: Evidence from an in vivo and in silico study
- Wound healing and signaling pathways
- Combination of immunotherapy and whole-brain radiotherapy on prognosis of patients with multiple brain metastases: A retrospective cohort study
- To explore the relationship between endometrial hyperemia and polycystic ovary syndrome
- Research progress on the impact of curcumin on immune responses in breast cancer
- Biogenic Cu/Ni nanotherapeutics from Descurainia sophia (L.) Webb ex Prantl seeds for the treatment of lung cancer
- Dapagliflozin attenuates atrial fibrosis via the HMGB1/RAGE pathway in atrial fibrillation rats
- Glycitein alleviates inflammation and apoptosis in keratinocytes via ROS-associated PI3K–Akt signalling pathway
- Ecology and Environmental Science
- Optimization and comparative study of Bacillus consortia for cellulolytic potential and cellulase enzyme activity
- The complete mitochondrial genome analysis of Haemaphysalis hystricis Supino, 1897 (Ixodida: Ixodidae) and its phylogenetic implications
- Epidemiological characteristics and risk factors analysis of multidrug-resistant tuberculosis among tuberculosis population in Huzhou City, Eastern China
- Indices of human impacts on landscapes: How do they reflect the proportions of natural habitats?
- Genetic analysis of the Siberian flying squirrel population in the northern Changbai Mountains, Northeast China: Insights into population status and conservation
- Diversity and environmental drivers of Suillus communities in Pinus sylvestris var. mongolica forests of Inner Mongolia
- Global assessment of the fate of nitrogen deposition in forest ecosystems: Insights from 15N tracer studies
- Agriculture
- Integrated analysis of transcriptome, sRNAome, and degradome involved in the drought-response of maize Zhengdan958
- Variation in flower frost tolerance among seven apple cultivars and transcriptome response patterns in two contrastingly frost-tolerant selected cultivars
- Heritability of durable resistance to stripe rust in bread wheat (Triticum aestivum L.)
- Animal Science
- Effect of sex ratio on the life history traits of an important invasive species, Spodoptera frugiperda
- Plant Sciences
- Hairpin in a haystack: In silico identification and characterization of plant-conserved microRNA in Rafflesiaceae
- Widely targeted metabolomics of different tissues in Rubus corchorifolius
- The complete chloroplast genome of Gerbera piloselloides (L.) Cass., 1820 (Carduoideae, Asteraceae) and its phylogenetic analysis
- Field trial to correlate mineral solubilization activity of Pseudomonas aeruginosa and biochemical content of groundnut plants
- Correlation analysis between semen routine parameters and sperm DNA fragmentation index in patients with semen non-liquefaction: A retrospective study
- Plasticity of the anatomical traits of Rhododendron L. (Ericaceae) leaves and its implications in adaptation to the plateau environment
- Effects of Piriformospora indica and arbuscular mycorrhizal fungus on growth and physiology of Moringa oleifera under low-temperature stress
- Effects of different sources of potassium fertiliser on yield, fruit quality and nutrient absorption in “Harward” kiwifruit (Actinidia deliciosa)
- Comparative efficiency and residue levels of spraying programs against powdery mildew in grape varieties
- The DREB7 transcription factor enhances salt tolerance in soybean plants under salt stress
- Food Science
- Phytochemical analysis of Stachys iva: Discovering the optimal extract conditions and its bioactive compounds
- Review on role of honey in disease prevention and treatment through modulation of biological activities
- Computational analysis of polymorphic residues in maltose and maltotriose transporters of a wild Saccharomyces cerevisiae strain
- Optimization of phenolic compound extraction from Tunisian squash by-products: A sustainable approach for antioxidant and antibacterial applications
- Liupao tea aqueous extract alleviates dextran sulfate sodium-induced ulcerative colitis in rats by modulating the gut microbiota
- Toxicological qualities and detoxification trends of fruit by-products for valorization: A review
- Polyphenolic spectrum of cornelian cherry fruits and their health-promoting effect
- Optimizing the encapsulation of the refined extract of squash peels for functional food applications: A sustainable approach to reduce food waste
- Advancements in curcuminoid formulations: An update on bioavailability enhancement strategies curcuminoid bioavailability and formulations
- Impact of saline sprouting on antioxidant properties and bioactive compounds in chia seeds
- The dilemma of food genetics and improvement
- Bioengineering and Biotechnology
- Impact of hyaluronic acid-modified hafnium metalorganic frameworks containing rhynchophylline on Alzheimer’s disease
- Emerging patterns in nanoparticle-based therapeutic approaches for rheumatoid arthritis: A comprehensive bibliometric and visual analysis spanning two decades
- Application of CRISPR/Cas gene editing for infectious disease control in poultry
- Preparation of hafnium nitride-coated titanium implants by magnetron sputtering technology and evaluation of their antibacterial properties and biocompatibility
- Preparation and characterization of lemongrass oil nanoemulsion: Antimicrobial, antibiofilm, antioxidant, and anticancer activities
- Corrigendum
- Corrigendum to “Utilization of convolutional neural networks to analyze microscopic images for high-throughput screening of mesenchymal stem cells”
Articles in the same Issue
- Biomedical Sciences
- Mechanism of triptolide regulating proliferation and apoptosis of hepatoma cells by inhibiting JAK/STAT pathway
- Maslinic acid improves mitochondrial function and inhibits oxidative stress and autophagy in human gastric smooth muscle cells
- Comparative analysis of inflammatory biomarkers for the diagnosis of neonatal sepsis: IL-6, IL-8, SAA, CRP, and PCT
- Post-pandemic insights on COVID-19 and premature ovarian insufficiency
- Proteome differences of dental stem cells between permanent and deciduous teeth by data-independent acquisition proteomics
- Optimizing a modified cetyltrimethylammonium bromide protocol for fungal DNA extraction: Insights from multilocus gene amplification
- Preliminary analysis of the role of small hepatitis B surface proteins mutations in the pathogenesis of occult hepatitis B infection via the endoplasmic reticulum stress-induced UPR-ERAD pathway
- Efficacy of alginate-coated gold nanoparticles against antibiotics-resistant Staphylococcus and Streptococcus pathogens of acne origins
- Battling COVID-19 leveraging nanobiotechnology: Gold and silver nanoparticle–B-escin conjugates as SARS-CoV-2 inhibitors
- Neurodegenerative diseases and neuroinflammation-induced apoptosis
- Impact of fracture fixation surgery on cognitive function and the gut microbiota in mice with a history of stroke
- COLEC10: A potential tumor suppressor and prognostic biomarker in hepatocellular carcinoma through modulation of EMT and PI3K-AKT pathways
- High-temperature requirement serine protease A2 inhibitor UCF-101 ameliorates damaged neurons in traumatic brain-injured rats by the AMPK/NF-κB pathway
- SIK1 inhibits IL-1β-stimulated cartilage apoptosis and inflammation in vitro through the CRTC2/CREB1 signaling
- Rutin–chitooligosaccharide complex: Comprehensive evaluation of its anti-inflammatory and analgesic properties in vitro and in vivo
- Knockdown of Aurora kinase B alleviates high glucose-triggered trophoblast cells damage and inflammation during gestational diabetes
- Calcium-sensing receptors promoted Homer1 expression and osteogenic differentiation in bone marrow mesenchymal stem cells
- ABI3BP can inhibit the proliferation, invasion, and epithelial–mesenchymal transition of non-small-cell lung cancer cells
- Changes in blood glucose and metabolism in hyperuricemia mice
- Rapid detection of the GJB2 c.235delC mutation based on CRISPR-Cas13a combined with lateral flow dipstick
- IL-11 promotes Ang II-induced autophagy inhibition and mitochondrial dysfunction in atrial fibroblasts
- Short-chain fatty acid attenuates intestinal inflammation by regulation of gut microbial composition in antibiotic-associated diarrhea
- Application of metagenomic next-generation sequencing in the diagnosis of pathogens in patients with diabetes complicated by community-acquired pneumonia
- NAT10 promotes radiotherapy resistance in non-small cell lung cancer by regulating KPNB1-mediated PD-L1 nuclear translocation
- Phytol-mixed micelles alleviate dexamethasone-induced osteoporosis in zebrafish: Activation of the MMP3–OPN–MAPK pathway-mediating bone remodeling
- Association between TGF-β1 and β-catenin expression in the vaginal wall of patients with pelvic organ prolapse
- Primary pleomorphic liposarcoma involving bilateral ovaries: Case report and literature review
- Effects of de novo donor-specific Class I and II antibodies on graft outcomes after liver transplantation: A pilot cohort study
- Sleep architecture in Alzheimer’s disease continuum: The deep sleep question
- Ephedra fragilis plant extract: A groundbreaking corrosion inhibitor for mild steel in acidic environments – electrochemical, EDX, DFT, and Monte Carlo studies
- Langerhans cell histiocytosis in an adult patient with upper jaw and pulmonary involvement: A case report
- Inhibition of mast cell activation by Jaranol-targeted Pirin ameliorates allergic responses in mouse allergic rhinitis
- Aeromonas veronii-induced septic arthritis of the hip in a child with acute lymphoblastic leukemia
- Clusterin activates the heat shock response via the PI3K/Akt pathway to protect cardiomyocytes from high-temperature-induced apoptosis
- Research progress on fecal microbiota transplantation in tumor prevention and treatment
- Low-pressure exposure influences the development of HAPE
- Stigmasterol alleviates endplate chondrocyte degeneration through inducing mitophagy by enhancing PINK1 mRNA acetylation via the ESR1/NAT10 axis
- AKAP12, mediated by transcription factor 21, inhibits cell proliferation, metastasis, and glycolysis in lung squamous cell carcinoma
- Association between PAX9 or MSX1 gene polymorphism and tooth agenesis risk: A meta-analysis
- A case of bloodstream infection caused by Neisseria gonorrhoeae
- Case of nasopharyngeal tuberculosis complicated with cervical lymph node and pulmonary tuberculosis
- p-Cymene inhibits pro-fibrotic and inflammatory mediators to prevent hepatic dysfunction
- GFPT2 promotes paclitaxel resistance in epithelial ovarian cancer cells via activating NF-κB signaling pathway
- Transfer RNA-derived fragment tRF-36 modulates varicose vein progression via human vascular smooth muscle cell Notch signaling
- RTA-408 attenuates the hepatic ischemia reperfusion injury in mice possibly by activating the Nrf2/HO-1 signaling pathway
- Decreased serum TIMP4 levels in patients with rheumatoid arthritis
- Sirt1 protects lupus nephritis by inhibiting the NLRP3 signaling pathway in human glomerular mesangial cells
- Sodium butyrate aids brain injury repair in neonatal rats
- Interaction of MTHFR polymorphism with PAX1 methylation in cervical cancer
- Convallatoxin inhibits proliferation and angiogenesis of glioma cells via regulating JAK/STAT3 pathway
- The effect of the PKR inhibitor, 2-aminopurine, on the replication of influenza A virus, and segment 8 mRNA splicing
- Effects of Ire1 gene on virulence and pathogenicity of Candida albicans
- Small cell lung cancer with small intestinal metastasis: Case report and literature review
- GRB14: A prognostic biomarker driving tumor progression in gastric cancer through the PI3K/AKT signaling pathway by interacting with COBLL1
- 15-Lipoxygenase-2 deficiency induces foam cell formation that can be restored by salidroside through the inhibition of arachidonic acid effects
- FTO alleviated the diabetic nephropathy progression by regulating the N6-methyladenosine levels of DACT1
- Clinical relevance of inflammatory markers in the evaluation of severity of ulcerative colitis: A retrospective study
- Zinc valproic acid complex promotes osteoblast differentiation and exhibits anti-osteoporotic potential
- Primary pulmonary synovial sarcoma in the bronchial cavity: A case report
- Metagenomic next-generation sequencing of alveolar lavage fluid improves the detection of pulmonary infection
- Uterine tumor resembling ovarian sex cord tumor with extensive rhabdoid differentiation: A case report
- Genomic analysis of a novel ST11(PR34365) Clostridioides difficile strain isolated from the human fecal of a CDI patient in Guizhou, China
- Effects of tiered cardiac rehabilitation on CRP, TNF-α, and physical endurance in older adults with coronary heart disease
- Changes in T-lymphocyte subpopulations in patients with colorectal cancer before and after acupoint catgut embedding acupuncture observation
- Modulating the tumor microenvironment: The role of traditional Chinese medicine in improving lung cancer treatment
- Alterations of metabolites related to microbiota–gut–brain axis in plasma of colon cancer, esophageal cancer, stomach cancer, and lung cancer patients
- Research on individualized drug sensitivity detection technology based on bio-3D printing technology for precision treatment of gastrointestinal stromal tumors
- CEBPB promotes ulcerative colitis-associated colorectal cancer by stimulating tumor growth and activating the NF-κB/STAT3 signaling pathway
- Oncolytic bacteria: A revolutionary approach to cancer therapy
- A de novo meningioma with rapid growth: A possible malignancy imposter?
- Diagnosis of secondary tuberculosis infection in an asymptomatic elderly with cancer using next-generation sequencing: Case report
- Hesperidin and its zinc(ii) complex enhance osteoblast differentiation and bone formation: In vitro and in vivo evaluations
- Research progress on the regulation of autophagy in cardiovascular diseases by chemokines
- Anti-arthritic, immunomodulatory, and inflammatory regulation by the benzimidazole derivative BMZ-AD: Insights from an FCA-induced rat model
- Immunoassay for pyruvate kinase M1/2 as an Alzheimer’s biomarker in CSF
- The role of HDAC11 in age-related hearing loss: Mechanisms and therapeutic implications
- Evaluation and application analysis of animal models of PIPNP based on data mining
- Therapeutic approaches for liver fibrosis/cirrhosis by targeting pyroptosis
- Fabrication of zinc oxide nanoparticles using Ruellia tuberosa leaf extract induces apoptosis through P53 and STAT3 signalling pathways in prostate cancer cells
- Haplo-hematopoietic stem cell transplantation and immunoradiotherapy for severe aplastic anemia complicated with nasopharyngeal carcinoma: A case report
- Modulation of the KEAP1-NRF2 pathway by Erianin: A novel approach to reduce psoriasiform inflammation and inflammatory signaling
- The expression of epidermal growth factor receptor 2 and its relationship with tumor-infiltrating lymphocytes and clinical pathological features in breast cancer patients
- Innovations in MALDI-TOF Mass Spectrometry: Bridging modern diagnostics and historical insights
- BAP1 complexes with YY1 and RBBP7 and its downstream targets in ccRCC cells
- Hypereosinophilic syndrome with elevated IgG4 and T-cell clonality: A report of two cases
- Electroacupuncture alleviates sciatic nerve injury in sciatica rats by regulating BDNF and NGF levels, myelin sheath degradation, and autophagy
- Polydatin prevents cholesterol gallstone formation by regulating cholesterol metabolism via PPAR-γ signaling
- RNF144A and RNF144B: Important molecules for health
- Analysis of the detection rate and related factors of thyroid nodules in the healthy population
- Artesunate inhibits hepatocellular carcinoma cell migration and invasion through OGA-mediated O-GlcNAcylation of ZEB1
- Endovascular management of post-pancreatectomy hemorrhage caused by a hepatic artery pseudoaneurysm: Case report and review of the literature
- Efficacy and safety of anti-PD-1/PD-L1 antibodies in patients with relapsed refractory diffuse large B-cell lymphoma: A meta-analysis
- SATB2 promotes humeral fracture healing in rats by activating the PI3K/AKT pathway
- Overexpression of the ferroptosis-related gene, NFS1, corresponds to gastric cancer growth and tumor immune infiltration
- Understanding risk factors and prognosis in diabetic foot ulcers
- Atractylenolide I alleviates the experimental allergic response in mice by suppressing TLR4/NF-kB/NLRP3 signalling
- FBXO31 inhibits the stemness characteristics of CD147 (+) melanoma stem cells
- Immune molecule diagnostics in colorectal cancer: CCL2 and CXCL11
- Inhibiting CXCR6 promotes senescence of activated hepatic stellate cells with limited proinflammatory SASP to attenuate hepatic fibrosis
- Cadmium toxicity, health risk and its remediation using low-cost biochar adsorbents
- Pulmonary cryptococcosis with headache as the first presentation: A case report
- Solitary pulmonary metastasis with cystic airspaces in colon cancer: A rare case report
- RUNX1 promotes denervation-induced muscle atrophy by activating the JUNB/NF-κB pathway and driving M1 macrophage polarization
- Morphometric analysis and immunobiological investigation of Indigofera oblongifolia on the infected lung with Plasmodium chabaudi
- The NuA4/TIP60 histone-modifying complex and Hr78 modulate the Lobe2 mutant eye phenotype
- Experimental study on salmon demineralized bone matrix loaded with recombinant human bone morphogenetic protein-2: In vitro and in vivo study
- A case of IgA nephropathy treated with a combination of telitacicept and half-dose glucocorticoids
- Analgesic and toxicological evaluation of cannabidiol-rich Moroccan Cannabis sativa L. (Khardala variety) extract: Evidence from an in vivo and in silico study
- Wound healing and signaling pathways
- Combination of immunotherapy and whole-brain radiotherapy on prognosis of patients with multiple brain metastases: A retrospective cohort study
- To explore the relationship between endometrial hyperemia and polycystic ovary syndrome
- Research progress on the impact of curcumin on immune responses in breast cancer
- Biogenic Cu/Ni nanotherapeutics from Descurainia sophia (L.) Webb ex Prantl seeds for the treatment of lung cancer
- Dapagliflozin attenuates atrial fibrosis via the HMGB1/RAGE pathway in atrial fibrillation rats
- Glycitein alleviates inflammation and apoptosis in keratinocytes via ROS-associated PI3K–Akt signalling pathway
- Ecology and Environmental Science
- Optimization and comparative study of Bacillus consortia for cellulolytic potential and cellulase enzyme activity
- The complete mitochondrial genome analysis of Haemaphysalis hystricis Supino, 1897 (Ixodida: Ixodidae) and its phylogenetic implications
- Epidemiological characteristics and risk factors analysis of multidrug-resistant tuberculosis among tuberculosis population in Huzhou City, Eastern China
- Indices of human impacts on landscapes: How do they reflect the proportions of natural habitats?
- Genetic analysis of the Siberian flying squirrel population in the northern Changbai Mountains, Northeast China: Insights into population status and conservation
- Diversity and environmental drivers of Suillus communities in Pinus sylvestris var. mongolica forests of Inner Mongolia
- Global assessment of the fate of nitrogen deposition in forest ecosystems: Insights from 15N tracer studies
- Agriculture
- Integrated analysis of transcriptome, sRNAome, and degradome involved in the drought-response of maize Zhengdan958
- Variation in flower frost tolerance among seven apple cultivars and transcriptome response patterns in two contrastingly frost-tolerant selected cultivars
- Heritability of durable resistance to stripe rust in bread wheat (Triticum aestivum L.)
- Animal Science
- Effect of sex ratio on the life history traits of an important invasive species, Spodoptera frugiperda
- Plant Sciences
- Hairpin in a haystack: In silico identification and characterization of plant-conserved microRNA in Rafflesiaceae
- Widely targeted metabolomics of different tissues in Rubus corchorifolius
- The complete chloroplast genome of Gerbera piloselloides (L.) Cass., 1820 (Carduoideae, Asteraceae) and its phylogenetic analysis
- Field trial to correlate mineral solubilization activity of Pseudomonas aeruginosa and biochemical content of groundnut plants
- Correlation analysis between semen routine parameters and sperm DNA fragmentation index in patients with semen non-liquefaction: A retrospective study
- Plasticity of the anatomical traits of Rhododendron L. (Ericaceae) leaves and its implications in adaptation to the plateau environment
- Effects of Piriformospora indica and arbuscular mycorrhizal fungus on growth and physiology of Moringa oleifera under low-temperature stress
- Effects of different sources of potassium fertiliser on yield, fruit quality and nutrient absorption in “Harward” kiwifruit (Actinidia deliciosa)
- Comparative efficiency and residue levels of spraying programs against powdery mildew in grape varieties
- The DREB7 transcription factor enhances salt tolerance in soybean plants under salt stress
- Food Science
- Phytochemical analysis of Stachys iva: Discovering the optimal extract conditions and its bioactive compounds
- Review on role of honey in disease prevention and treatment through modulation of biological activities
- Computational analysis of polymorphic residues in maltose and maltotriose transporters of a wild Saccharomyces cerevisiae strain
- Optimization of phenolic compound extraction from Tunisian squash by-products: A sustainable approach for antioxidant and antibacterial applications
- Liupao tea aqueous extract alleviates dextran sulfate sodium-induced ulcerative colitis in rats by modulating the gut microbiota
- Toxicological qualities and detoxification trends of fruit by-products for valorization: A review
- Polyphenolic spectrum of cornelian cherry fruits and their health-promoting effect
- Optimizing the encapsulation of the refined extract of squash peels for functional food applications: A sustainable approach to reduce food waste
- Advancements in curcuminoid formulations: An update on bioavailability enhancement strategies curcuminoid bioavailability and formulations
- Impact of saline sprouting on antioxidant properties and bioactive compounds in chia seeds
- The dilemma of food genetics and improvement
- Bioengineering and Biotechnology
- Impact of hyaluronic acid-modified hafnium metalorganic frameworks containing rhynchophylline on Alzheimer’s disease
- Emerging patterns in nanoparticle-based therapeutic approaches for rheumatoid arthritis: A comprehensive bibliometric and visual analysis spanning two decades
- Application of CRISPR/Cas gene editing for infectious disease control in poultry
- Preparation of hafnium nitride-coated titanium implants by magnetron sputtering technology and evaluation of their antibacterial properties and biocompatibility
- Preparation and characterization of lemongrass oil nanoemulsion: Antimicrobial, antibiofilm, antioxidant, and anticancer activities
- Corrigendum
- Corrigendum to “Utilization of convolutional neural networks to analyze microscopic images for high-throughput screening of mesenchymal stem cells”