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ORIGINAL RESEARCH article

Front. Microbiol., 04 August 2025

Sec. Microbe and Virus Interactions with Plants

Volume 16 - 2025 | https://doi.org/10.3389/fmicb.2025.1478798

Deciphering the morphological, molecular, and pathogenic variability in Fusarium species associated with potato dry rot disease

  • 1Department of Plant Pathology, Chaudhary Charan Singh (CCS) Haryana Agricultural University, Hisar, India
  • 2Indian Institute of Sugarcane Research, Lucknow, India
  • 3Center of Food Science and Technology, Chaudhary Charan Singh Haryana Agricultural University, Hisar, India
  • 4Department of Plant Pathology, Kerala Agricultural University, Thiruvananthapuram, India

Potato (Solanum tuberosum L.), a member of the Solanaceae family, is a staple crop with vital importance for global food security. Various biotic and abiotic stresses affect potato crops in the field as well as in post-harvest conditions. Among biotic stresses, Fusarium dry rot, caused by the Fusarium species complex, is considered a major threat to potato cultivation. Fusarium is one of the most serious pathogens that causes dry rot in potatoes, resulting in huge yield losses. In addition, the pathogen variability depends on the ecogeographical region of potato cultivation. Therefore, to investigate the diversity, pathogenicity, and ecological variability of Fusarium species associated with dry rot in potatoes, 55 dry rot samples of potatoes infected with Fusarium spp. were collected, and from these samples, 53 Fusarium isolates were retrieved and characterized through micromorphological and molecular methods. The studies revealed that the isolated Fusarium spp. from the samples belonged to three species, namely Fusarium sambucinum, F. oxysporum, and F. solani. Among the collected species, F. sambucinum was the most dominant species with a high percentage of occurrence frequency. Furthermore, the pathogenicity tests of each isolate were conducted through the tuber inoculation method. The study revealed that out of all isolates, F. sambucinum was highly pathogenic to the susceptible potato cultivar Kufri Pukhraj. This study highlights the predominance and pathogenicity of Fusarium sambucinum among Fusarium species causing dry rot in potatoes, providing critical insights for developing targeted management strategies to mitigate yield losses and enhance potato crop resilience.

1 Introduction

Potato (S. tuberosum L.) is an important vegetable crop that belongs to the Solanaceae family and is considered a promising food source that can fulfill the food demand of the fast-growing population, which is projected to reach 10 billion by 2050 (Călinoiu et al., 2018; Levaj et al., 2023). The primary goal of potato growers is to achieve higher productivity, enhance the nutritional quality of tubers, minimize losses that may occur in the field as well as during the post-harvest period due to multiple biotic and abiotic stresses, and further implement better management practices (Tiwari et al., 2022). Various biotic and abiotic stressors include heavy rains, frost, pests, diseases, and poor post-harvest management. These stressors contribute to yield loss and deterioration of the nutritional profile in potatoes (Devaux et al., 2020). Moreover, it is reported that more than 40 pathogens and insect pests can damage both the foliage and tubers of potato plants (Tiwari et al., 2020). Several fungal diseases affect potatoes and are responsible for low tuber yield. These include late blight, black scurf, Fusarium wilt, powdery scab, and Fusarium dry rot (Liu et al., 2021). On the other hand, potatoes become more vulnerable to galls, blemishes, and rots owing to their higher moisture content (70%) in post-harvest storage conditions (Ranjan et al., 2021). Earlier, rot in potatoes was considered minor and inevitable. However, it has now become a major concern for potato growers. In cold storage conditions, it adversely affects seed tubers and table-purpose potatoes (Tiwari et al., 2020). Among various fungal complexes that may be responsible for rots in potatoes, Fusarium dry rot, caused by the Fusarium spp. complex, is a destructive soil-borne disease in potatoes (Falert and Akarapisan, 2019). It not only causes a yield loss of approximately 6–25% per year but also reduces the market value of potatoes worldwide (Khedher et al., 2021). The genus Fusarium deteriorates tuber tissues under storage conditions; however, soil- and tuber-borne inoculum can affect plants in the field (Xue et al., 2023).

Fusarium is one of the most destructive genera in the world as it infects almost all crop species (Christian, 2023). This genus is notable for its diversity and the range of diseases it can cause. It comprises over 300 phylogenetically distinct species, including important plant pathogens and opportunistic human pathogens. The species are categorized into several complexes, such as the Fusarium solani complex and the Fusarium oxysporum complex, which include numerous phylogenetically distinct species associated with different diseases affecting both plants and humans (Ekwomadu and Mwanza, 2023). Symptoms of dry rot include sunken and wrinkled brown–to-black tissue patches on tubers with less dry matter and shriveled flesh. During prolonged storage, the wrinkled patches produce cottony white, purple, pink, or brick orange spores and mycelial mass, which can survive in soil or decaying tuber debris (Xue and Yang, 2021). However, there is limited information available about the epidemiology of dry rot disease. The fungus can survive well at 4°C–10°C, posing an equal threat to potatoes used for processing and seed tubers (Tiwari et al., 2020). The virulence of various species of Fusarium depends on the cultivar types of potato and their storage conditions.

Initially, FDR was attributed to a fungus called Fusisporium, which was later identified as F. oxysporum (Tiwari et al., 2020). Currently, 17 different Fusarium spp. and 5 variants cause potato dry rot worldwide (Xue et al., 2023). A European project on F. sambucinum began in 1989, involving diverse methods and global collaboration. Among the Fusarium species causing potato dry rot, F. sambucinum is considered the most aggressive in Europe, China, and North America (Secor and Salas, 2001; Du et al., 2012). In Britain, F. coeruleum is the most prevalent fungus in cold storage facilities (Peters et al., 2008; Sharma et al., 2024), while F. sulphureum is recognized as the most frequent species across Europe and North America (Gachango et al., 2012; Zhao et al., 2024). In North Dakota, F. graminearum and F. sambucinum are the primary species associated with potato dry rot (Tiwari et al., 2020). In Michigan, F. oxysporum is the most common species, although F. sambucinum remains the most aggressive species. Interestingly, F. graminearum, a cereal pathogen, also plays a significant role in potato dry rot in North Dakota and Canada, likely due to wheat-potato crop rotations (Peters et al., 2008; Estrada et al., 2010; Xue et al., 2023; Daami-Remadi, 2012).

In China, F. sambucinum is the most aggressive species in major potato-growing regions, accompanied by F. oxysporum, F. avenaceum, F. acuminatum, and F. equiseti (Du et al., 2012; Ranjan et al., 2021). In Iran, F. sulphureum and F. solani exhibit high incidence and aggressiveness in the predominant potato cultivars. In Egypt, F. sambucinum is the predominant species, followed by F. oxysporum, F. verticillioides, and F. incarnatum (Gherbawy et al., 2019). In India, F. sambucinum was first reported from cold storage facilities in Madhya Pradesh, emphasizing the need for nationwide surveys to evaluate the prevalence of Fusarium species (Tiwari et al., 2020).

The interaction between Fusarium species and potato tubers is characterized by a dynamic relationship that influences disease severity and development rates (Mejdoub-Trabelsi et al., 2015; Khedher et al., 2021). The pathogen’s hemibiotrophic lifestyle, coupled with its ability to produce mycotoxins, allows it to effectively colonize and damage potato tissues (Gutiérrez-Sánchez et al., 2023). Understanding these interactions is crucial for developing effective management strategies to mitigate the impact of dry rot on potato production. In light of the growing concern regarding this disease in processing potato cultivars, the present study was conducted to survey and collect infected potato samples across various cold storage facilities and potato fields in seven major potato-growing areas in Haryana and isolate the Fusarium spp. responsible for potato dry rot, perform pathogenicity tests, and identify the fungal isolates through cultural, morphological, and molecular characterization.

2 Materials and methods

2.1 Survey and collection of infected potato samples

A roving survey was conducted to collect infected samples of dry rot from cold storage facilities in the major potato-growing regions of Haryana, including Shahbad, Ismailabad, Kurukshetra, Ladwa, Karnal, Gharaunda, and Hisar (Figure 1). The study was conducted just before the sowing of potato crops in September 2023. On average, five diseased potato cultivar samples were collected from each cold storage facility based on characteristic visual symptoms. These symptoms include a pattern of brown to darker wrinkles on the skin, typically arranged in irregular concentric circles, along with the growth of whitish or pinkish fungal mycelia (Figure 2). The samples were immediately placed in a brown paper bag, brought to the plant pathology laboratory at Chaudhary Charan Singh Haryana Agricultural University (CCS HAU), Hisar, where they were stored at 4°C until further experimentation. Various isolates collected along with their identification and location details are presented in Table 1.

Figure 1
Map highlighting potato growing regions in Haryana, India. The main map shows districts with red dots marking potato growing areas, including Hisar, Karnal, and Kurukshetra. Insets show Haryana and India with color-coded regions. Legend indicates red dots as potato regions.

Figure 1. Location map of the study area which highlights different location, i.e., Shahbad, Ismailabad, Kurukshetra, Ladwa, Karnal, Gharaunda and Hisar from where dry rot infected samples collected.

Figure 2
Multiple rows of cut potatoes showing varying signs of damage and rot, each with labels indicating different types or sources, such as

Figure 2. The image depicts potato tubers exhibiting dry rot symptoms, collected from different regions of Haryana.

Table 1
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Table 1. Various isolates collected from major potato growing areas of Haryana.

2.2 Isolation of pathogen

The diseased potato tubers showing characteristic symptoms of dry rot were taken for pathogen isolation. The diseased parts were washed thoroughly in distilled water to remove dust particles and surface contaminants. The tubers were then cut aseptically into small pieces and surface-sterilized with 1% sodium hypochlorite (NaOCl) solution for 30 s. Afterward, the potato pieces were taken out from the solution and washed thrice with sterilized distilled water to remove the traces of the sodium hypochlorite solution. To remove excess moisture, the cut tissues were pressed between two folds of sterilized blotting paper under aseptic conditions. Thereafter, these tissues were placed on sterilized potato sucrose agar (PSA) medium Petri plates. The plates were then incubated at 28 ± 1°C for 7 days and examined regularly to check for colony development (Yikilmazsoy and Tosun, 2021). After incubation, the resulting colonies were purified and transferred to a new PSA medium Petri plate. After proper growth of the fungi, regular subculturing was conducted to maintain a pure culture. These cultures were subcultured at 14-day interval and maintained on PSA slants at 4°C for further studies. The isolates were then subcultured at regular for further studies.

2.3 Cultural and morphological characterization

The isolated fungi that proved pathogenic were identified based on their cultural, morphological, and molecular characteristics. A total of 53 isolates were cultured separately on PSA medium and incubated at 28 ± 1°C for 7 days. After 7 days of incubation, cultural characteristics such as colony color, texture, and growth (mm) were recorded. The morphological characteristics such as size (μm) and shape of conidia (micro and macro) and chlamydospores were studied (Leslie and Summerell, 2006). The study was carried out using a Zeiss Axio Imager phase contrast microscope (Carl Zeiss AG, Germany), with samples mounted on slides at 400X magnification. Images were captured, and the measurement of conidia was performed using ZEN Microscopy software. All observations were recorded in triplicate for each isolate.

2.3.1 Molecular characterization

The morphologically identified Fusarium spp. were further subjected to molecular characterization. The mycelial bits (3 mm diameter) were taken from pure cultures and grown in potato dextrose broth (PDB; Himedia Bioscience, India). Thereafter, DNA was extracted from the 3-day-old mycelium grown in PDB using a Zymo Research Fungal DNA extraction kit. The extracted DNA was diluted to 50 ng/μL in Milli-Q water and stored at −20°C for further use. Each 20 μL PCR reaction contained 10 μL of Taq buffer, 1 μL of forward and reverse primers, 2 μL of template DNA, and a final volume adjusted to 6 μL of nuclease-free water. The Fusarium-specific primers ITS-1 5’-TCCGTAGGTGAACCTGCGG-3′ and ITS-4 5’TCCTCCGCTTA TTGATATGC-3 were used for the amplification of genomic DNA. The amplification process involved an initial denaturation for 4 min at 95°C, 30 cycles at 95°C for 30 s, 53°C for 1 min, 72°C for 1 min, and a final extension at 72°C for 10 min, with the reaction held at 4°C afterward. The visualization of the amplified PCR product was carried out through gel electrophoresis on a 1.2% agarose gel with Tris-borate-EDTA (TBE) running buffer and stained with ethidium bromide. Gel images were captured using a gel documentation imaging system equipped with a digital camera (INTAS, Germany). The Fusarium-specific bands were excised from the gel, and gel extraction was performed using a Qiagen kit following the manufacturer’s protocol. The quality of the extracted DNA from the gel was assessed using a Nanodrop spectrophotometer, followed by gel electrophoresis. Then, the samples were sent for direct sequencing. The obtained sequences were analysed using BLAST, and a phylogenetic tree was constructed to show the relationships among Fusarium isolates based on 570 bp sequences derived from the ITS (Internal Transcribed Spacer) region, and the evolutionary history was inferred using the Neighbor-Joining method. The optimal tree is presented. The percentage of replicate trees in which the associated taxa clustered together in the bootstrap test (1,000 replicates) is shown next to the branches. The evolutionary distances were computed using the Maximum Composite Likelihood method and are expressed in the units of the number of base substitutions per site. All ambiguous positions were removed for each sequence pair (pairwise deletion). Phylogenetic tree analyses were conducted using MEGA11 software (Tamura et al., 2021).

2.4 Pathogenicity test

The pathogenicity of all Fusarium isolates was assessed by inoculating healthy tubers of the susceptible cultivar (Kufri Pukhraj) to verify Koch’s postulates. The healthy tubers (without visual symptoms) were washed in tap water to remove any inert materials, followed by surface sterilization with 5% sodium hypochlorite solution for 5 min. After that, the tubers were dipped in 70% ethanol for 15 s and subsequently washed with sterilized water to remove any traces of sodium hypochlorite and ethanol. Then, the tubers were wounded using a sterilized cork borer to a depth of 4 mm. The disks (4 mm diameter) were cut from 7-day-old fungal cultures grown on PSA and placed into the hole, which was subsequently sealed with the excised plug of tuber tissue to prevent saprophytic growth. Tubers were then incubated in a growth chamber for approximately 30 days at optimum temperature (18 ± 1°C) and relative humidity (80%). In the control group, a disk of pure PSA medium was used. After 2 weeks of incubation, the grown sprouts were removed from the tubers, and the fungus was re-isolated to verify Koch’s postulates from the artificially inoculated tubers. The experiment was carried out in four replicates.

Cultivar ‘Kufri Pukhraj’ was used to evaluate the susceptibility to Fusarium isolates. Of the 54 treatments, there were 53 Fusarium isolates along with a control group. A total of 4 replications per treatment were maintained during the experiment. Following the methodology of the pathogenicity test. Sampling (30 days post inoculation) was performed to evaluate the lesion diameter, lesion depth, and rot volume of the infected tubers, following the methodology established by Heltoft et al. (2015). Two perpendicular diameters of the lesion were measured, and the mean diameter (mm) was calculated for each inoculation site. Lesion depth was measured by longitudinally cutting the potato tubers at the inoculation site and measuring the depth (mm) of the lesion with the help of a scale. On the other hand, the volume of the rot was estimated using the standard formula:

volume = π r 2 h / 3

Where,

r is the radius of the lesion in mm.

h is the depth of the lesion in mm.

2.5 Statistical analysis

Data of the artificially inoculated potato samples, cultural and micromorphological parameters were analysed using a completely randomized design in SPSS software (IBM, SPSS Inc., United States). The p-values were calculated, and the results were expressed as CD at a significance level of 5%. The data were also analysed to determine the significance of the treatments using Tukey’s post hoc test (Tukey’s Multiple Range Test). The data were expressed as mean ± standard deviation, and one-way ANOVA was used for data analysis (Gomez and Gomez, 1984).

3 Results

3.1 Isolation and identification of mycoflora associated with FDR

A total of 55 Fusarium isolates were retrieved on PSA medium from the infected samples by following the standard technique. Of these, 53 isolates were maintained throughout the research, while 2 were discarded due to excessive contamination in culture. The cultural and morphological variations among isolates aid in the differentiation of isolates. All isolates of Fusarium hold characteristic features when cultured on PSA at room temperature (28 ± 1°C). Differences in colony characters, i.e., mycelial texture, aerial mycelia, growth, pigmentation, sporulation, and colony diameter, were observed (Figure 3). The colony characteristics varied among isolates and included forms such as sparse and fluffy, cottony and dense, smooth or irregular margins, concentric ring patterns, and raised or dense growth. The isolates produced different colors, including white, pink, purple-orange-yellow, brick-orange, and violet, on the ventral surface (Table 2).

Figure 3
A collection of 65 petri dishes each containing different fungi cultures. Labels beneath each dish provide identifiers, suggesting a variety of fungal species or strains. The cultures display a wide range of colors and textures, from fuzzy white growths to more structured, multi-colored colonies. The arrangement is organized into neat rows, showcasing the diversity among the samples.

Figure 3. Fusarium isolates retrieved from infected potato tubers.

Table 2
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Table 2. Cultural characteristics of different Fusarium isolates retrieved from infected potato tubers.

Micromorphological parameters, such as microconidia, macroconidia, and chlamydospores, were also recorded (Figure 4). Macroconidia (sickle-shaped to elongated with blunt ends) were abundantly generated in a 7-day-old culture, ranging from 8.69 μm to 50.02 μm × 2.55 μm to 7.98 μm in size with 3–4 septations, as shown in Table 3. The colorless microconidia were small, ovoid, and round to cylindrical, with 1–2 septa. Globose to oval, terminal, or intercalary chlamydospores with smooth or rough walls, formed singly or in chains, were observed. Based on cultural and morphological characteristics, the identified species were F. sambucinum, F. solani, and F. oxysporum, causing FDR in potato tubers, as per records of the Fusarium laboratory manual (Leslie and Summerell, 2006).

Figure 4
Microscopic images arranged in a grid, each depicting elongated microorganisms with measurements in micrometers marked in red text. The images vary in background color and brightness, suggesting different magnification levels or lighting conditions.

Figure 4. Microscopic measurement of conidia from different Fusarium isolates.

Table 3
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Table 3. Morphological characters of Fusarium isolates.

The growth rate of Fusarium isolates on PSA was observed periodically (24, 48, 72, 96 and 120 h), and the results indicated that 3 isolates showed a slow growth rate (≤3.0 cm colony diameter), 30 showed a medium growth rate (3.1–5.0 cm colony diameter), and 22 were fast-growing isolates (5.1–7.0 cm colony diameter) after 120 h of incubation at 28 ± 1°C (Table 4). After 120 h of incubation, isolates PDR 6.4, PDR 5.4.2, and PDR 11.1.1 showed maximum mycelial growth of 6.90, 6.40, and 6.10 cm, respectively. However, isolate PDR 1.3 showed minimum radial growth (2.40 cm).

Table 4
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Table 4. Colony growth measurement of various Fusarium isolates after 24, 48, 72, 96 and 120 hours.

3.2 Molecular identification of various Fusarium isolates based on ITS region sequencing

A total of 40 isolates were selected based on cultural and morphological variability for molecular identification by using ITS primers. The remaining isolates were not identified based on molecular identification due to their morphological and cultural similarities with other isolates. ITS primer-based PCR amplification yielded a band of 570 bp, which is specific to Fusarium species. The bands were excised, and gel extraction was carried out followed by sequencing. Among the 40 isolates, sequencing and BLAST analysis revealed 18 isolates of F. sambucinum, 15 isolates of F. oxysporum, and 7 isolates of F. solani. The sequences were submitted to the GenBank database, and accession numbers were obtained (Table 5). A phylogenetic tree was constructed using 1,000 bootstrap values to check the robustness of the clades (Figure 5). For exact identification of Fusarium species, variations in ITS gene sequences were used in analogy with other morphological characteristics (Geiser et al., 2004). All sequences showed high similarity (more than 95%) with those of known Fusarium strains in GenBank.1 The evolutionary history was inferred using the Neighbor-Joining method. The percentage of replicate trees in which the associated taxa clustered together in the bootstrap test (1,000 replicates) is shown next to the branches. The evolutionary distances were computed using the Maximum Composite Likelihood method and are the units of the number of base substitutions per site.

Table 5
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Table 5. Molecular identification of various Fusarium isolates based on ITS region sequencing.

Figure 5
Phylogenetic tree diagram depicting various Fusarium species isolates labeled with unique identifiers. The tree is circular, with branches indicating evolutionary relationships among the isolates. Each branch is marked with numbers and labels to denote specific strains. The diagram illustrates genetic proximity and divergence among the species.

Figure 5. Phylogenetic tree based on internal transcribed spacer sequences.

3.3 Pathogenicity

The pathogenicity of the Fusarium isolates was confirmed under in vitro conditions by artificially inoculating them onto healthy potato tubers of a susceptible cultivar (Kufri Pukhraj). The initial symptoms that appeared were brown to darker wrinkles on the skin, arranged in irregular concentric circles, with whitish or pinkish fungal mycelial growth of the disease (Figure 6). Eventually, white cottony growth of the fungus, consisting of profusely branched hyphae, appeared on the rotten tissues of tubers. The control tubers (uninoculated) did not show any symptom. The symptoms were similar to FDR-infected tubers when collected. The fungal isolates were reisolated from these artificially inoculated tubers on PSA plates and exhibited the same characteristics; hence, Koch’s postulates were proved.

Figure 6
Several rows of cut potatoes displayed on a dark surface, each labeled with small tags. The variety in color and texture is visible, with some showing blemishes or differences in flesh tone.

Figure 6. Symptomatic representation of potato tubers to confirm the pathogenicity of various Fusarium isolates.

3.4 Lesion diameter, lesion depth and lesion volume

The depth, diameter, and volume of the lesions were compared between potato tubers inoculated with Fusarium isolates after 30 days of inoculation. The results indicate that as the disease progressed, the lesion depth, diameter, and volume increased compared to the control, as shown in Table 6. The maximum lesion diameter was observed in isolate PDR 5.1 (33 mm), followed by PDR 12.6 (32 mm), PDR 7.5.1 (26 mm), PDR 12.1 (23 mm), PDR 1.4 (17 mm), PDR 3.2, and PDR 3.3 (16 mm) (p < 0.05). The minimum lesion diameter was noticed in tubers inoculated with isolate PDR 2.5 (5 mm), followed by PDR 3.4 (6 mm), PDR 3.5 (6 mm), and PDR 4.1 (6 mm) (p < 0.05). On the other hand, the maximum lesion depth was observed in tubers inoculated with isolate PDR 7.5.1 (30 mm), followed by PDR 12.6 (29 mm), PDR 5.1 (20 mm), PDR 1.4 (15 mm), PDR 3.2 (15 mm), and PDR 3.3 (15 mm), while the minimum lesion depth was observed in tubers inoculated with isolates PDR 12.3 (3 mm) and PDR 6.1 (3 mm). The maximum lesion volume was observed in tubers inoculated with isolates PDR 12.6 (7,770 mm3), followed by PDR 5.1 (5,700 mm3) and PDR 7.5.1 (5,300 mm3). The isolates with minimum lesion volume were observed in tubers inoculated with PDR 2.5 (26.66 mm3) and PDR 6.1 (26.66 mm3).

Table 6
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Table 6. Effects of various Fusarium isolates on lesion depth, diameter and lesion volume.

4 Discussion

Currently, there is insufficient information on the species diversity of potato dry-rot pathogens in India. Therefore, surveys, sample collection, and pathogen identification experiments were conducted to assess the presence, distribution, and identification of causal organisms for effective plant disease management. In our study, conducted from 2023 to 2024, 55 fungal isolates were collected from various locations in Haryana and were characterized based on their cultural and morphological characteristics. Of these, 53 isolates were maintained throughout the research, while 2 were discarded due to excessive contamination in culture. Of these, 40 isolates were selected and identified at the molecular level (ITS sequencing). We confirmed the fungus up to species level because Fusarium species are widely distributed as saprophytes, soil inhabitants, and pathogens of many plants worldwide. The identification of some species is difficult and is still not clear. The fact that different species are reported under the same name and a single species under different names is also confusing (Theron, 1999). The majority of research on FDR focuses on strains of F. solani and F. sambucinum. However, strains of these species are often referred to by one or more of the synonyms by which they are known by, which complicates conclusions drawn from previous findings for non-specialists. Often, strains of these species have been incorrectly named or identified, resulting in confusion among researchers (Theron, 1999). New initiatives in the traditional area of morphological research, such as computer-aided identification, and modern techniques used by molecular biologists, such as analysis of ITS, translation elongation factor 1-α, ribosomal RNA sequences, and fingerprinting with polymerase chain reaction, have provided new insights into species relations (Theron, 1999). The results revealed that F. sambucinum, F. oxysporum, and F. solani were the most common pathogens causing dry rot in potato tubers in Haryana. This research provides valuable insights into the prevalent species of Fusarium in Haryana, which is the first evidence of its kind in the region. Similarly, Tiwari et al. (2021) identified F. sambucinum and F. oxysporum as major storage fungi causing Fusarium dry rot in potato tubers in the Jalandhar district, Punjab, India. Additionally, they isolated and identified Fusarium proliferatum as the causal pathogen of dry rot disease in the Moga district, Punjab, India, using morpho-molecular analysis. Kumar et al. (2016) conducted surveys in Punjab, India, and identified F. culmorum, F. avenaceum and F. sambucinum through morphological characters and species-specific primers. Erper et al. (2022) conducted a survey in Kyrgyzstan and identified F. sambucinum as the causal pathogen of dry rot in potatoes based on morphological and phylogenetic analysis, which was the first report of its kind in the country. Hussein et al. (2020) found 10 strains of F. solani causing dry rot of potatoes in the Upper Egypt region and identified them using morphological criteria and species-specific primers. Osawa et al. (2021) conducted studies in Nagasaki Prefecture, Japan, and identified F. acuminatum, F. commune and F. oxysporum as causal pathogens of dry rot of potatoes through morphological and DNA sequencing analyses. Similarly, Gherbawy et al. (2021) identified 187 isolates of F. solani, F. keratoplasticum and F. falciforme as the causal agents of dry rot in Upper Egypt, using morphological characteristics and molecular analyses. Azil et al. (2021) collected samples from 152 locations in Algeria and identified 13 species of Fusarium (F. oxysporum, F. venenatum, F. redolens, F. tricinctum, F. sambucinum, F. cf. incarnatum-equiseti, F. nygamai, F. brachygibbosum) and Neocosmospora (N. solani, N. falciformis) and found that F. sambucinum isolates were the most aggressive. The combination of rapid disease development, mycotoxin production, aggressive colonization ability, adaptability to storage conditions, and broad cultivar susceptibility makes Fusarium sambucinum the most aggressive dry rot pathogen of potato tubers. Understanding these factors is crucial for developing effective management strategies against this disease. A joint conclusion was drawn regarding the taxonomic position of F. sambucinum (Nirenberg, 1995a). These results led to the conclusion that strains of F. sambucinum and its synonyms should be divided into three species. These included F. sambucinum, F. torulosum, and F. venenatum. All three species included strains isolated from potatoes (Nirenberg, 1995b). The multi-species involvement of the pathogen exhibited its complexity in various regions. The findings of the study gave insight that the collection of Fusarium strains isolated from potato tubers in different regions might be useful to determine whether the proportions of fungal species in distant regions vary according to environmental conditions. In the future, it would also be interesting to investigate the specialization of the identified Fusarium species not only in different potato varieties but also in other crops.

All strains that were analysed exhibited severe infection and caused significant damage to the tubers. However, the severity of infection varied from isolate to isolate [maximum lesion diameter was observed in isolate PDR 5.1 (33 mm) followed by PDR 12.6 (32 mm), PDR 7.5.1 (26 mm), PDR 12.1 (23 mm), PDR 1.4 (17 mm), PDR 3.2 and PDR 3.3 (16 mm)]. Characterization of the aggressiveness of the Fusarium isolates on potatoes revealed the pathogenicity variations. Some isolates caused sunken dry lesions and vascular discolouration on the tubers, whereas others caused marginal lesions on any of the inoculated tubers and showed minimal growth on the potato tuber. Our study corroborated with the earlier findings of Azil et al. (2021), who also confirmed the pathogenicity tests for a number of chosen Fusarium isolates on potato and found F. sambucinum as the most aggressive one. The variations in lesions might have been due to host-pathogen compatibility factors; however, the limitation of the experiment was that it did not reveal the pathological infection relationship. Fusarium infections in potato tubers, particularly those causing dry rot, are primarily attributed to various species within the Fusarium genus, notably F. sambucinum, F. solani, and F. oxysporum (Gavrilova et al., 2024). Understanding the genetic interactions and susceptibility mechanisms involved in these infections is crucial for developing resistant potato cultivars. The interaction between Fusarium species and potato tubers involves complex genetic factors, with specific susceptibility genes playing a critical role in the plant’s defense mechanisms (Soheili-Moghaddam et al., 2023). Understanding these interactions not only aids in the identification of pathogenic species but also paves the way for developing genetically resistant potato cultivars to combat dry rot and other fungal infections. Further research is necessary to explore the full potential of gene silencing and other biotechnological approaches for enhancing potato resistance to Fusarium infections (Ali et al., 2024). In several studies, silencing of susceptibility genes led to various defensive responses, including enhanced cell death and increased reactive oxygen species (ROS) levels at infection sites, which hindered pathogen colonization. Manipulating these susceptibility genes could be a viable strategy for breeding potato varieties with improved resistance to Fusarium infection (Gogoi et al., 2024). Additionally, we isolated more than one Fusarium species from one infected tuber, and this is due to the compatibility of the microbe-microbe interaction.

The decay of tubers was estimated by measuring the average penetration of pathogens. The extent of penetration varied depending on the cultivar-specific Fusarium isolates used for inoculation and the duration of storage after fungal infection. Interestingly, isolate PDR 12.6 (F. sambucinum) caused the most severe rot in terms of penetration and lesion volume when tested on the cultivar and stored at 18°C for up to 30 days. Bojanowski et al. (2013) reported that the depth of dry rot lesions varies depending on the type of cultivar and prevalence of Fusarium spp. Heltoft et al. (2015) also reported significant variation in lesion depth, diameter, and volume among potato cultivars, depending on infection by different Fusarium spp. Du et al. (2012) and Stefańczyk et al. (2016) reported the aggressiveness of F. sambucinum in terms of lesion depth or penetration on inoculated tubers. Similarly, Mejdoub-Trabelsi et al. (2015) found that combined inoculation of F. sambucinum with F. oxysporum resulted in greater penetration in tubers compared to individual inoculation. The greater aggressiveness of F. sambucinum compared to other Fusarium spp. in terms of dry rot disease incidence and severity has been well documented (Du et al., 2012; Gachango et al., 2012; Liu et al., 2021). Kuzdraliński et al. (2014) reported that foot and crown rot disease of wheat is aggravated in the presence of F. graminearum, F. culmorum, F. poae and F. sporotrichioides.

5 Conclusion

In this study, dry rot-infected potato samples were collected from Haryana to isolate and identify Fusarium spp. Pathogenicity was confirmed using Koch’s postulates. Overall, this study highlights the dominance of highly aggressive Fusarium sambucinum in the Haryana state. Further studies on the specialization of the identified Fusarium species, not only to different potato varieties but also to other crops, would explain the mechanisms involved. Additionally, determining the profiles of metabolites and their roles in the interactions with host plants would provide further insights. Because of the differences in potato cultivars and climatic conditions, diverse Fusarium species were isolated and identified from the FDR of potatoes in various regions of Haryana. Among them, F. sambucinum was considered the most predominant pathogenic fungus leading to the FDR of potatoes. Moreover, the varieties collected for the isolation of potatoes, and none of the varieties were reported resistant to dry rot. In addition, the cultural, morphological, and molecular analyses decipher the variability in Fusarium species; therefore, this study serves as the guidelines for future research. It would be interesting to determine the agroecological diversity among fungal isolates and their relationship with prevailing agrometeorological parameters. Additionally, this study could be insightful for researchers, scientists, potato growers and industrialists. Moreover, to the best of our knowledge, this is the first study in Haryana conditions and would prove to be a milestone work to build upon. Screening of resistant cultivars, genome editing, early detection markers, and other management options could be research areas for future research.

Data availability statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article.

Author contributions

P: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft. PC: Conceptualization, Resources, Supervision, Validation, Writing – review & editing. RT: Project administration, Supervision, Writing – review & editing. AS: Resources, Supervision, Writing – review & editing. AK: Writing – review & editing. LR: Writing – review & editing.

Funding

The author(s) declare that no financial support was received for the research and/or publication of this article.

Acknowledgments

The authors would like to thank the reviewers and editors for their contribution to improving the manuscript.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Footnotes

References

Ali, A., Shahbaz, M., Ölmez, F., Fatima, N., Umar, U. U. D., Ali, M. A., et al. (2024). RNA interference: a promising biotechnological approach to combat plant pathogens, mechanism and future prospects. World J. Microbiol. Biotechnol. 40:339. doi: 10.1007/s11274-024-04143-3

PubMed Abstract | Crossref Full Text | Google Scholar

Azil, N., Stefańczyk, E., Sobkowiak, S., Chihat, S., Boureghda, H., and Śliwka, J. (2021). Identification and pathogenicity of Fusarium spp. associated with tuber dry rot and wilt of potato in Algeria. Eur. J. Plant Pathol. 159, 495–509. doi: 10.1007/s10658-020-02177-5

Crossref Full Text | Google Scholar

Bojanowski, A., Avis, T. J., Pelletier, S., and Tweddell, R. J. (2013). Management of potato dry rot. Postharvest Biol. Technol. 84, 99–109. doi: 10.1016/j.postharvbio.2013.04.008

Crossref Full Text | Google Scholar

Călinoiu, L. F., Mitrea, L., Precup, G., Bindea, M., Rusu, B., Szabo, K., et al. (2018). “Sustainable use of agro-industrial wastes for feeding 10 billion people by 2050” in Professionals in food chains. eds. S. Springer and H. Grimm (Wageningen, Netherlands: Wageningen Academic Publishers), 101–111.

Google Scholar

Christian, C. L. (2023). Characterization of Fusarium Dry Rot Pathogens of Potato and Fusarium Dry Rot Disease Management in the Pacific Northwest of the United States. Doctoral dissertation, University of Idaho.

Google Scholar

Daami-Remadi, M. (2012). Potato Fusarium dry rot in Tunisia: current status and future prospects. Pest Technol. 6, 15–22.

Google Scholar

Devaux, A., Goffart, J. P., Petsakos, A., Kromann, P., Gatto, M., Okello, J., et al. (2020). Global food security, contributions from sustainable potato Agri-food systems. In: The Potato Crop: Its Agricultural, Nutritional and Social Contribution to Humankind, pp. 3–35.

Google Scholar

Du, M., Ren, X., Sun, Q., Wang, Y., and Zhang, R. (2012). Characterization of Fusarium spp. causing potato dry rot in China and susceptibility evaluation of Chinese potato germplasm to the pathogen. Potato Res. 55, 175–184. doi: 10.1007/s11540-012-9217-6

Crossref Full Text | Google Scholar

Ekwomadu, T. I., and Mwanza, M. (2023). Fusarium fungi pathogens, identification, adverse effects, disease management, and global food security: a review of the latest research. Agriculture 13:1810. doi: 10.3390/agriculture13091810

Crossref Full Text | Google Scholar

Erper, I., Alkan, M., Zholdoshbekova, S., Turkkan, M., Yildirim, E., and Özer, G. (2022). First report of dry rot of potato caused by Fusarium sambucinum in Kyrgyzstan. J. Plant Dis. Prot. 129, 189–191. doi: 10.1007/s41348-021-00505-3

Crossref Full Text | Google Scholar

Estrada, R., Gudmestad, N. C., Rivera, V. V., and Secor, G. A. (2010). Fusarium graminearum as a dry rot pathogen of potato in the USA: prevalence, comparison of host isolate aggressiveness and factors affecting aetiology. Plant Pathol. 59, 1114–1120. doi: 10.1111/j.1365-3059.2010.02343.x

Crossref Full Text | Google Scholar

Falert, S., and Akarapisan, A. (2019). Identification of Fusarium spp. causing dry rot of seed potato tubers in northern, Thailand.

Google Scholar

Gachango, E., Hanson, L. E., Rojas, A., Hao, J. J., and Kirk, W. W. (2012). Fusarium spp. causing dry rot of seed potato tubers in Michigan and their sensitivity to fungicides. Plant Dis. 96, 1767–1774. doi: 10.1094/PDIS-11-11-0932-RE

PubMed Abstract | Crossref Full Text | Google Scholar

Gavrilova, O., Orina, A., Trubin, I., and Gagkaeva, T. (2024). Identification and pathogenicity of Fusarium Fungi associated with dry rot of potato tubers. Microorganisms 12:598. doi: 10.3390/microorganisms12030598

PubMed Abstract | Crossref Full Text | Google Scholar

Geiser, D. M., Jiménez-Gasco, M. d. M., Kang, S., Makalowska, I., Veeraraghavan, N., Ward, T. J., et al. (2004). Fusarium-ID v. 1.0: a DNA sequence database for identifying Fusarium. Eur. J. Plant Pathol. 110, 473–479. doi: 10.1023/B:EJPP.0000032386.75915.a0

Crossref Full Text | Google Scholar

Gherbawy, Y. A., Hussein, M. A., El-Dawy, E. G., Hassany, N. A., and Alamri, S. A. (2019). Identification of Fusarium spp. associated with potato tubers in upper Egypt by morphological and molecular characters. Asian J. Biochem. Genet. Mol. Biol. 2, 1–14.

Google Scholar

Gherbawy, Y., Hussein, M., Hassany, N., Shebany, Y., Awad, M., and EL-Dawy, E. (2021). Morphology, pathogenicity and molecular identification of Fusarium solani species complex (FSSC) associated with potato tubers.

Google Scholar

Gogoi, K., Gogoi, H., Borgohain, M., Saikia, R., Chikkaputtaiah, C., Hiremath, S., et al. (2024). The molecular dynamics between reactive oxygen species (ROS), reactive nitrogen species (RNS) and phytohormones in plant’s response to biotic stress. Plant Cell Rep. 43, 1–25. doi: 10.1007/s00299-024-03343-3

PubMed Abstract | Crossref Full Text | Google Scholar

Gomez, K. A., and Gomez, A. A. (1984). Statistical procedures for agricultural research. Hoboken, NJ: John Wiley and Sons.

Google Scholar

Gutiérrez-Sánchez, A., Plasencia, J., Monribot-Villanueva, J. L., Rodríguez-Haas, B., Ruíz-May, E., Guerrero-Analco, J. A., et al. (2023). Virulence factors of the genus Fusarium with targets in plants. Microbiol. Res. 277:127506. doi: 10.1016/j.micres.2023.127506

PubMed Abstract | Crossref Full Text | Google Scholar

Heltoft, P., Molteberg, E. L., Naerstad, R., and Hermansen, A. (2015). Effect of maturity level and potato cultivar on development of Fusarium dry rot in Norway. Potato Res. 58, 205–219. doi: 10.1007/s11540-015-9300-x

Crossref Full Text | Google Scholar

Hussein, M. A., Gherbawy, Y., and El-Dawy, E. G. (2020). Characterization, pathogenicity and enzymatic profile of Fusarium solani associated with potato tubers in upper Egypt. Arch. Phytopathol. Plant Protect. 53, 495–508. doi: 10.1080/03235408.2020.1761223

Crossref Full Text | Google Scholar

Khedher, S. B., Mejdoub-Trabelsi, B., and Tounsi, S. (2021). Biological potential of Bacillus subtilis V26 for the control of Fusarium wilt and tuber dry rot on potato caused by Fusarium species and the promotion of plant growth. Biol. Control 152, 1–14. doi: 10.1016/j.biocontrol.2020.104444

Crossref Full Text | Google Scholar

Kumar, S., Sekhon, P. S., and Kaur, J. (2016). Status and etiology of potato dry rot in Punjab under cold store conditions. Potato J. 43, 182–192.

Google Scholar

Kuzdraliński, A., Szczerba, H., Tofil, K., Filipiak, A., Garbarczyk, E., Dziadko, P., et al. (2014). Early PCR-based detection of Fusarium culmorum, F. graminearum, F. sporotrichioides and F. poae on stem bases of winter wheat throughout Poland. Eur. J. Plant Pathol. 140, 491–502. doi: 10.1007/s10658-014-0483-9

Crossref Full Text | Google Scholar

Leslie, J. F., and Summerell, B. A. (2006). The Fusarium laboratory manual. 1st Edn. Oxford, London: Blackwell Publishing Limited, 250–256.

Google Scholar

Levaj, B., Pelaić, Z., Galić, K., Kurek, M., Ščetar, M., Poljak, M., et al. (2023). Maintaining the quality and safety of fresh-cut potatoes (Solanum tuberosum): overview of recent findings and approaches. Agronomy 13, 1–8. doi: 10.3390/agronomy13082002

Crossref Full Text | Google Scholar

Liu, J., Sun, Z., Zou, Y., Li, W., He, F., Huang, X., et al. (2021). Pre-and postharvest measures used to control decay and mycotoxigenic fungi in potato (Solanum tuberosum L.) during storage. Crit. Rev. Food Sci. Nutr. 62, 415–428. doi: 10.1080/10408398.2020.1818688

PubMed Abstract | Crossref Full Text | Google Scholar

Mejdoub-Trabelsi, B., Jabnoun-Khiareddine, H., and Daami-Remadi, M. (2015). Interactions between four Fusarium species in potato tubers and consequences for fungal development and susceptibility assessment of five potato cultivars under different storage temperature. J. Plant Pathol. Microbiol. 6, 1–12. doi: 10.4172/2157-7471.1000293

Crossref Full Text | Google Scholar

Nirenberg, H. I. (1995a). The European Fusarium sambucinum project. Mycopathologia 129:129. doi: 10.1007/BF01103336

PubMed Abstract | Crossref Full Text | Google Scholar

Nirenberg, H. I. (1995b). Morphological differentiation of Fusarium sambucinum Fuckel sensu stricto, F. Torulosum (Berk. & Curt.) Nirenberg comb. nov. and F. venenatum Nirenberg sp. nov. Mycopathologia 129, 131–141. doi: 10.1007/BF01103337

PubMed Abstract | Crossref Full Text | Google Scholar

Osawa, H., Sakamoto, Y., Akino, S., and Kondo, N. (2021). Autumn potato seedling failure due to potato dry rot in Nagasaki prefecture, Japan, caused by Fusarium acuminatum and Fusarium commune. J. Gen. Plant Pathol. 87, 46–50. doi: 10.1007/s10327-020-00969-5

Crossref Full Text | Google Scholar

Peters, J. C., Lees, A. K., Cullen, D. W., Sullivan, L., Stroud, G. P., and Cunnington, A. C. (2008). Characterization of Fusarium spp. responsible for causing dry rot of potato in Great Britain. Plant Pathol. 57, 262–271. doi: 10.1111/j.1365-3059.2007.01777.x

Crossref Full Text | Google Scholar

Ranjan, R. K., Singh, D., and Rai, D. (2021). “Postharvest diseases of potato and their management” in Postharvest handling and diseases of horticultural produce. eds. R. K. Ranjan, D. Singh, and D. Rai (Boca Raton, FL: CRC Press), 305–326.

Google Scholar

Secor, G. A., and Salas, B. (2001). “Fusarium dry rot and Fusarium wilt” in Compendium of potato diseases. ed. W. J. Hooker, vol. 2 (Peru: International Potato Center), 23–25.

Google Scholar

Sharma, S., Tiwari, R. K., Sagar, V., and Maharana, C. (2024). “Soil-and tuber-borne diseases of potato” in Approaches for potato crop improvement and stress management. eds. S. M. Khurana, J. E. Bradshaw, and V. Bhardwaj (Singapore: Springer Nature Singapore), 179–231.

Google Scholar

Soheili-Moghaddam, B., Nasr-Esfahani, M., Mousanejad, S., Hassanzadeh-Khankahdani, H., and Karbalaie-Khiyavie, H. (2023). Biochemical defense mechanism associated with host-specific disease resistance pathways against Rhizoctonia solani AG3-PT potatoes canker disease. Planta 257:13. doi: 10.1007/s00425-022-04039-2

PubMed Abstract | Crossref Full Text | Google Scholar

Stefańczyk, E., Sobkowiak, S., Brylińska, M., and Śliwka, J. (2016). Diversity of Fusarium spp. associated with dry rot of potato tubers in Poland. Eur. J. Plant Pathol. 145, 871–884. doi: 10.1007/s10658-016-0875-0

Crossref Full Text | Google Scholar

Tamura, K., Stecher, G., and Kumar, S. (2021). MEGA11: molecular evolutionary genetics analysis version 11. Mol. Biol. Evol. 38, 3022–3027. doi: 10.1093/molbev/msab120

PubMed Abstract | Crossref Full Text | Google Scholar

Theron, D. J. (1999). Fusarium dry rot of potatoes: etiology, epidemiology, toxicity and control. Doctoral dissertation, University of the Free State.

Google Scholar

Tiwari, R. K., Bashyal, B. M., Shanmugam, V., Lal, M. K., Kumar, R., Sharma, S., et al. (2021). Impact of Fusarium dry rot on physicochemical attributes of potato tubers during postharvest storage. Postharvest Biol. Technol. 181, 1–11. doi: 10.1016/j.postharvbio.2021.111638

Crossref Full Text | Google Scholar

Tiwari, R. K., Bashyal, B. M., Shanmugam, V., Lal, M. K., Kumar, R., Sharma, S., et al. (2022). First report of dry rot of potato caused by Fusarium proliferatum in India. J. Plant Dis. Prot. 129, 173–179. doi: 10.1007/s41348-021-00556-6

Crossref Full Text | Google Scholar

Tiwari, R. K., Kumar, R., Sharma, S., Sagar, V., Aggarwal, R., Naga, K. C., et al. (2020). Potato dry rot disease: current status, pathogenomics and management. 3 Biotech 10:503. doi: 10.1007/s13205-020-02496-8

PubMed Abstract | Crossref Full Text | Google Scholar

Xue, H., Liu, Q., and Yang, Z. (2023). Pathogenicity, mycotoxin production, and control of potato dry rot caused by Fusarium spp.: a review. J. Fungi 9, 843–856. doi: 10.3390/jof9080843

PubMed Abstract | Crossref Full Text | Google Scholar

Xue, H., and Yang, Z. (2021). Potato dry rot caused by Fusarium spp. and mycotoxins accumulation and management. Fusarium–An overview of the genus.

Google Scholar

Yikilmazsoy, G., and Tosun, N. (2021). Characterization of Fusarium sambucinum isolates associated with potato dry rot and evaluation of cultivar susceptibility and fungicides. Turk. J. Agric. For. 45, 222–233. doi: 10.3906/tar-2006-100

Crossref Full Text | Google Scholar

Zhao, J., Zhao, Y., Liu, B., Zhao, P., Tian, Z., and Zhang, X. (2024). Inhibitory effect of the extracts from sunflower disk and stalk on Fusarium sulphureum causing potato dry rot. Am. J. Potato Res. 101, 368–375. doi: 10.1007/s12230-024-09964-4

Crossref Full Text | Google Scholar

Keywords: dry rot, potato, morphological, molecular characterization, Fusarium

Citation: Pooja, Chauhan P, Tiwari RK, Saini AK, Kumar A and Rithesh L (2025) Deciphering the morphological, molecular, and pathogenic variability in Fusarium species associated with potato dry rot disease. Front. Microbiol. 16:1478798. doi: 10.3389/fmicb.2025.1478798

Received: 10 August 2024; Accepted: 09 July 2025;
Published: 04 August 2025.

Edited by:

Sai Shiva Krishna Prasad Vurukonda, Wrocław University of Science and Technology, Poland

Reviewed by:

Murat Dikilitas, Harran University, Türkiye
David Overy, Agriculture and Agri-Food Canada (AAFC), Canada
Ni Luh Suriani, Udayana University, Indonesia

Copyright © 2025 Pooja, Chauhan, Tiwari, Saini, Kumar and Rithesh. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Prashant Chauhan, cGNoYXVoYW4ua0BnbWFpbC5jb20=; Pooja, cG9vamFkdXNhZDIwMThAZ21haWwuY29t

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.