Response of Various Wheat Varieties Against Root-Knot Nematodes (Meloidogyne graminicola) Based on their Morphological Characters and Grain Yield
Research Article
Response of Various Wheat Varieties Against Root-Knot Nematodes (Meloidogyne graminicola) Based on their Morphological Characters and Grain Yield
Ahmad Khan1, Muhammad Amjad Ali1, Muhammad Tahir1, Samreen Nazeer2*, Muhammad Zubair Akram3*, Muhammad Arslan Azmat1 and Sabina Asghar4
1Department of Plant Pathology, University of Agriculture, Faisalabad, Pakistan; 2Department of Food and Drug Sciences, University of Parma, Italy; 3School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Italy; 4Oil Seed Research Institute, AARI, Faisalabad, Pakistan.
Abstract | Meloidogyne graminicola, which is commonly referred to as the rice root-knot nematode (RKN), represents a substantial and prevalent challenge in Southeast Asia. This nematode species is recognized as one of the foremost biotic constraints in the region, making it a prominent and recurring issue for agriculture and crop management. This study investigated the response of fourteen different wheat plant varieties to root knot nematode and their impact on plant growth parameters. Impact of morphological plant characters on galling population and egg mass index was assessed. Results revealed that Ujala-16 yielded best crop stands with plant height (92.79 cm), root weight (0.94 g), tillering capacity (12.4), grain count per spike (49.7), grain weight (42.0 g), and grain yield per pot (9.3g). Ujala-16 and Faisalabad-86 had minimum galls per pot and egg mass index of 1.6:1.2 and 1.9:1.8, respectively. Mexipak-65 had maximum 9.4 galls per pot. There were significant variations observed among the varieties, indicating varying levels of resistance or susceptibility to nematode infestation. Ujala-16 and Sehar-06 demonstrated resistance (R) having maximum RGS (Root gall Severity) of 2.2 and 3.1 with minimum RI (Resistance Index) of 34.6 and 32.5, respectively. Faisalabad-85, Zardana-80, Morocco, and Mexipak-65 displayed moderate resistance (MR) while six varieties exhibited intermediate (IM) responses. Inqlab-91 and Iqbal-2000 were found susceptible (S) with maximum RI of 72.4 and 77.6, respectively. Significant negative correlations were found between nematode infestation and plant growth parameters. Plant height exhibited maximum impact of 59.09 and 45.24 % on galling index and egg mass index, respectively. The findings provide valuable insights for selecting resistant varieties and implementing nematode management strategies. Understanding the response of plant varieties to root knot nematodes is crucial for effective nematode control and ensuring optimal crop yield.
Received | October 05, 2023; Accepted | November 07, 2023; Published | November 24, 2023
*Correspondence | Samreen Nazeer and Muhammad Zubair Akram, Department of Food and Drug Sciences, University of Parma, Italy; School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Italy; Email: [email protected]; [email protected]
Citation | Khan, A., M.A. Ali, M. Tahir, S. Nazeer, M.Z. Akram, M.A. Azmat and S. Asghar. 2023. Response of various wheat varieties against root-knot nematodes (Meloidogyne graminicola) based on their morphological characters and grain yield. Sarhad Journal of Agriculture, 39(4): 944-951.
DOI | https://dx.doi.org/10.17582/journal.sja/2023/39.4.944.951
Keywords | Wheat, Nematodes (Meloidogyne graminicola), Roots, Plant attributes, Impact
Copyright: 2023 by the authors. Licensee ResearchersLinks Ltd, England, UK.
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Introduction
Wheat (Triticum aestivum L.) is highly important leading cereal crops worldwide, responsible for over 25% of global cereal production. In Pakistan, wheat plays a crucial role as the primary cereal crop and a fundamental element of the staple diet. It plays a substantial role in the agricultural sector, contributing 14.4% to the overall value-added and 3.1% to the country’s GDP (Hassan et al., 2018). The productivity of rice and wheat in South-East Asia has experienced a decline in recent years. Comprehensive surveys and research have emphasized the significant influence of soil-borne pathogens and root health on the productivity of rice-wheat systems (Duxbury, 2001).
Meloidogyne graminicola, commonly known as root-knot nematode, are highly specialized parasites that inhabit the roots of plants. They present a significant obstacle to the cultivation of crop plantation in various tropical, subtropical, and temperate areas such as Bangladesh, Burma,
Laos, Thailand, Pakistan, Vietnam, India, China, Philippines, Nepal, and the United States (Munir and Bridge, 2003; Singh et al., 2007). The adult females of these nematodes possess a distinct pear-shaped or spheroid morphology, with a long neck that typically remains embedded in the root tissue. Unlike certain other nematode species, they do not undergo a transformation into cyst-like structures (Ravindra et al., 2017). It has emerged as a growing concern in both nurseries and upland rice cultivation. The second stage juveniles of this nematode exhibit a behavior of closely following the root tip during penetration into the roots. They migrate towards the plant’s vascular cylinder, initiating the creation of multinucleated giant cells through a combination of endomitosis and cell hypertrophy processes, ultimately giving rise to the distinctive hook-shaped galls (Dutta et al., 2012). The primary harm inflicted on plants is a result of the disruption of vascular tissues, along with the extensive enlargement and proliferation of root cells. Infected plants exhibit stunted growth, weakened vitality, and symptoms of wilting. Studies have reported significant yield losses, ranging from 17 to 30%, attributed to poorly filled kernels in crops affected (Jain et al., 2012). Recent findings have emphasized the susceptibility of major crops in rice-based cropping systems, including wheat, onions, and bananas (Ravindra et al., 2013). Unfortunately, the use of nematicides and solarization methods is not a reliable option for controlling nematodes. Therefore, the most effective, cost-efficient, and sustainable approach to manage nematode infestations is through the use of nematode-resistant cultivars (Luc et al., 2005). However, there is a lack of information regarding the specific host-parasite relationships between the nematode on wheat. Acquiring such information would be valuable for identifying resistant germplasm that can be utilized effectively in breeding programs. Therefore, current study was aimed to Assess the impact of Meloidogyne graminicola, or the root-knot nematode, on wheat varieties in in terms of yield and plant health. Identify and characterize the host-parasite relationships between the nematode and wheat cultivars and to screen a diverse range of wheat varieties to pinpoint potential nematode-resistant germplasm and inform breeding programs, aiming to enhance crop resilience and productivity in the face of this significant agricultural challenge.
Materials and Methods
Experiment was conducted at the Department of Plant Pathology, University of Agriculture, Faisalabad, during the 2020-21 to evaluate fourteen wheat (Triticum aestivum L.) varieties for their resistance against M. graminicola. The evaluation was based on various morphological plant characteristics, including plant height, root weight, tillering capacity, grain count per spike, grain weight, and grain yield. Diseased plants were collected from wheat fields located in Jhumra, Jaranwala, and the University of Agriculture, Faisalabad. Nematode was isolated from both root and soil samples using the Baermann funnel technique with incubation periods of 24, 48, and 72 hours. This methodology was chosen to gain insights into the presence and distribution of nematodes within a particular environment, potentially of agricultural or ecological significance. The Baermann funnel technique is a widely employed method for nematode isolation, as it allows these microscopic organisms to migrate out of the soil or root samples and collect in a container through a water-based system, facilitating their subsequent examination. The use of varied incubation periods, such as 24, 48, and 72 hours, suggests an interest in capturing nematodes at different life stages or with varying behaviors, as nematodes may migrate out of their habitat at different rates. Longer incubation times can provide a more comprehensive representation of the nematode community in the studied area The soil used for filling the pots was sterilized at 120°C for 20 minutes and stored in plastic bags at 25°C before the inoculation. The wheat varieties were planted in pots with a diameter of 20 cm using sterilized soil. After one month, when the plants established their root systems, they were inoculated with M. graminicola by creating holes in the soil around each plant and covering them to prevent moisture loss. Data was collected after 5 to 6 weeks of inoculation, including the number of nematode galls per pot and the egg mass index, based on the morphological plant characteristics of the different varieties. The varieties were screened on the basis of their RI, RGS and RF.
RIa= RGSb +RFc a=Resistance Index; Where RI˂2.0 = Immune, RI 2.1-4.0 = Highly Resistant (HR), RI 4.1-18 = Resistant (R), RI 18.1-50 = Moderately Resistant (MR), RI 51-71= Intermediate (IM), RI 72-98 = Susceptible(S), RI ˃99 = Highly Susceptible (HS), b= Root Galling Severity; Where Scale1= No symptoms observed, healthy, 9=˃80 % of the roots were galled, c= Reproductive Factor is 101 number of eggs recorded from roots divided by number of eggs used to inoculate the roots (Mullin et al., 1991). Data recorded was analyzed using Analysis of Variance (ANOVA) and their means were compared using Tukey’s (HSD) (Steel and Torrie, 1960). Correlation and regression analysis were computed by using Minitab 13 (Minitab, 2013). Graphical representation was made by using Microsoft Excel program.
Results and Discussion
The varying responses of different plant varieties in terms of their morphological plant characters were found as shown in Figure 1. These variations encompass plant height, root weight, tillering capacity, grain count per spike, grain weight, and grain yield. Among the plant height measurements, Ujala-16 stands out as the tallest variety, reaching an impressive 92.79 cm, while Punjab-96 shows the shortest plants at 68.4 cm. Turning our attention to root weight, Sehar-06 exhibits the highest value of 0.94 g, indicating a robust and well-developed root system, whereas Mexipak-65 displays the lowest weight at 0.6 g. When considering the number of tillers per pot, both Ujala-16 and Sehar-06 demonstrated the highest counts, recording 12.4 and 11.6, respectively. This suggests their potential for prolific tillering and consequently higher grain yield. In contrast, Punjab-96 exhibits the fewest tillers per pot, totaling 7.4. Analyzing grains per spike, Ujala-16 exhibits the greatest count of 49.7, indicating its potential for a higher yield per spike.
Conversely, Mexipak-65 displays the lowest grain count per spike, amounting to 33. In terms of 1000 grain weight (g), Ujala-16 stands out once again with the heaviest grains, weighing 42 g, while Mexipak-65 showcases the lightest grains, weighing 26.73 g. In the assessment of grain yield per pot (g), Ujala-16 achieves the highest yield at 9.3 g, signifying its potential for an overall higher yield, while Punjab-96 exhibits the lowest yield at 5.6 g. Figure 2 presents the responses of different plant varieties to root knot nematodes, specifically focusing on the number of galls per pot and the egg masses index. The results revealed significant variations among the varieties, indicating varying levels of resistance or susceptibility to nematode infestation. Notably, Ujala-16 and Faisalabad-85 exhibit the lowest numbers of galls per pot, suggesting a higher degree of resistance to nematodes, with values of 1.6 and 1.9, respectively. In contrast, Punjab-96 and Mexipak-65 display the highest numbers of galls per pot, indicating a greater susceptibility to nematode infestation, with values of 8.4 and 9.4, respectively. The egg masses index provides insights into the reproductive success and abundance of nematodes. Ujala-16 stands out once again with the lowest index value of 1.2, indicating a lower presence of nematode egg masses and potentially a reduced nematode population. In contrast, Punjab-96 and Mexipak-65 exhibit higher index values of 9.7 and 8.6, respectively, indicating a higher abundance of nematode egg masses and a more significant nematode presence. Overall, Ujala-16 demonstrates a higher level of resistance or tolerance to root knot nematodes based on both the number of galls per pot and the egg masses index. Conversely, Punjab-96 and Mexipak-65 exhibit greater susceptibility to nematode infestation.
The number of galls per pot and egg mass index had a negative correlation with various plant growth parameters, including plant height, root weight, number of tillers per pot, grains per spike, 1000 grain weight, and grain yield per pot (Table 2). All of these parameters had a strong negative correlation which suggests that higher infestations of root knot nematodes are associated with decreased performance in these growth parameters. The relationships between the independent variables (plant height, root weight, number of tillers per pot, grains per spike, grain weight, and grain yield per pot) and the dependent variables (number of galls per pot and egg mass index) were examined using regression equations, as shown in Table 3. The number of galls per pot (Y1), the regression equations indicated that plant height had the most significant role in per unit decrease in the number of galls with a maximum impact of 59.09% (p = 0.001). This was followed by grain yield per pot, number of tillers per pot, and grain weight, with impact of 11.89, 10.2 and 7.63%, respectively. Grains per spike and root weight had non-significant impact of 1.37 and 1.92%, respectively. Similarly, the impact of the independent variables on the egg mass index (Y2) showed significant results based on the provided
Table 1: Classification of varieties based on their resistance response.
S. No |
Varieties |
Root gall severity (RGS) |
Reproductive factor (RF) |
Resistant index (RI) |
||
Mean ±S.E |
Scale |
Score |
Reaction |
|||
1 |
NARC 11 |
6.9±0.4 |
8.0 |
43.4 |
50.3 |
IM |
2 |
Takbeer |
5.4±0.7 |
6.0 |
48.6 |
54.0 |
IM |
3 |
Sehar 06 |
2.7±0.1 |
4.0 |
15.2 |
17.9 |
R |
4 |
Ujala 16 |
2.2±0.2 |
4.0 |
15.6 |
17.8 |
R |
5 |
Faisalabad 85 |
3.9±0.1 |
6.0 |
37.6 |
41.5 |
MR |
6 |
Chakwal 86 |
6.8±0.5 |
7.0 |
45.6 |
52.4 |
IM |
7 |
Inqlab 91 |
5.3±0.3 |
6.0 |
66.4 |
71.7 |
S |
8 |
Shafaq 06 |
7.1±0.9 |
7.0 |
57.4 |
64.5 |
IM |
9 |
Hashim 08 |
8.3±0.5 |
7.0 |
46.5 |
54.8 |
IM |
10 |
Punjab 96 |
6.9±1.0 |
6.0 |
55.6 |
62.5 |
IM |
11 |
Zardana 80 |
5.5±0.3 |
5.0 |
42.6 |
48.1 |
MR |
12 |
Iqbal 2000 |
6.4±0.8 |
6.0 |
71.4 |
77.8 |
S |
13 |
Morocco |
6.3±0.7 |
7.0 |
38.7 |
44.9 |
MR |
14 |
Mexipak 65 |
5.9±0.4 |
6.0 |
39.9 |
45.8 |
MR |
Standard deviation (SD) |
1.6 |
2.1 |
5.6 |
7.6 |
|
|
P value (0.05) |
0.042* |
0.001** |
0.002** |
0.00** |
|
|
Regression equation |
R2 |
Impact (%) |
P value |
|||
*Y1=26.5 -0.2729 X1* |
59.09 |
59.09 |
0.001 |
|||
*Y1=25.74-0.213 X1*-5.38 X2ns |
61.01 |
1.92 |
0.005 |
R, Resistant; IM, Intermediate; MR, Moderately Resistant; S, Susceptible.
regression equations and associated p-values. The regression equations revealed that plant height had the most significant role for decrease in the egg mass index with a maximum impact of 45.24% (p = 0.000). Grain weight and number of tillers per pot followed with impact of 24.44 and 14.72% respectively. On the other hand, root weight and grains per spike had non-significant impact of 0.73 and 0.47% respectively. Table 1 shows the classification of different varieties based on their response to root knot nematodes. Two varieties, Sehar-06 and Ujala-16, are classified as resistant, as evidenced by their low root gall severity (RGS) values of 2.7 and 2.2, respectively. Their reproductive factor (RF) values of 15.2 and 15.6, and resistant index (RI) values of 17.9 and 17.8, respectively. Four varieties display an intermediate response to root knot nematodes. Faisalabad-85, Zardana-80, Morocco, and Mexipak-85 are classified as moderately resistant (MR), with RI scores of 41.5, 48.1, 44.9, and 45.8, respectively. Six varieties, namely
Table 2: Correlation of root knot nematodes development with morphological plant characters.
Nematodes development |
Plant height (cm) |
Root weight (g) |
No of tillers per pot |
Grains per spike |
1000 grain weight (g) |
Grain yield per pot (g) |
Number of galls per Pot |
-0.769 (0.001)* |
-0.682 (0.007)* |
-0.783 (0.001)* |
-0.659 (0.010)* |
-0.859 (0.000)* |
-0.745 (0.002)* |
Egg masses index (1-10) scale |
-0.673 (0.008)* |
-0.573 (0.032)* |
-0.751 (0.002)* |
-0.514 (0.060)* |
-0.805 (0.001)* |
-0.694 (0.006)* |
Table 3: Impact of different morphological plant characters with nematode population.
*Y1=24.34-0.136 X1- 2.07 X2ns-0.741 X3* |
71.21 |
10.2 |
0.001 |
*Y1=24.76-0.124ns X1-1.81 X2ns-0.694 X3ns-0.049 X4ns |
72.58 |
1.37 |
0.052 |
*Y1=26.96-0.2172* X1+9.19 X2 ns-0.151 X3 ns+0.142 X4 ns-0.455 X5* |
80.21 |
7.63 |
0.002 |
*Y1=29.49 0.2971 X1*+10.18 X2*-0.159 X3*+0.207 X4ns-0.652 X5*+1.038 X6ns |
92.10 |
11.89 |
0.000 |
*Y2=25.98 -0.2708 X1* |
45.24 |
45.24 |
0.003 |
*Y2=25.40-0.229 X1ns-3.76 X2ns |
45.97 |
0.73 |
0.005 |
*Y2=23.49-0.124 X1ns- 0.74 X2ns-1.009 X3* |
60.69 |
14.72 |
0.021 |
Y2=22.95-0.138ns X1-0.41 X2ns-1.070 X3ns+0.063 X4ns |
61.16 |
0.47 |
0.064 |
*Y2=26.02-0.267* X1+15.72 X2*-0.315 X3 ns+0.330 X4*-0.633 X5* |
85.60 |
24.44 |
0.003 |
*Y2=29.10- 0.365 X1*+16.92 X2*-0.325 X3ns+0.409 X4*-0.873 X5*+1.267 X6ns |
90.56 |
4.96 |
0.000 |
Y1= Number of galls per pot, Y2=Egg mass index, X1=Plant Height (cm), X2= Root Weight (g), X3= No of Tillers per Pot, X4= Grains per Spike, X5= grain Weight (g), X6= Grain Yield per Pot (g)
NARC-11, Takbeer, Chakwal-86, Shafaq-06, Hashim-08, and Punjab-96, exhibit an intermediate response as well, with RI scores of 50.3, 54.0, 52.4, 64.5, 54.8, and 62.5, respectively. Two varieties, Inqlab-91 and Iqbal-2000, are found to be susceptible to root knot nematodes, with RI values of 71.7 and 77.8, respectively. This classification provides valuable information about the resistance or susceptibility of each variety, helping in making informed decisions regarding their use in managing root knot nematode infestation.
Different varieties gave varying degrees of responses to their morphological plant characters. Plant height (cm), root weight (g), tillering capacity, grain count per spike, grain weight (g), grain yield (g) ranged from 69.6-79.4, 0.60-0.94, 7.6-9.6, 33.3-49.7, 26.7-42.0, 5.6-9.3, respectively. Hussain et al. (2012) supported these findings as he found plant height (cm), tillering capacity, and grain count per spike ranged from 92-110, 342-399, 49-52, respectively. However, there is a big difference of tiller count. Because he conducted field studies, our experimental data is based on pot basis. Various wheat cultivars demonstrate distinct yield potential under identical or varying growing conditions owing to their unique genetic makeup (Alignan et al., 2009; Sial et al., 2010). Shahwani et al. (2014) measured plant height 96.75 cm, with an average of 6.03 tillers per plant. The spike length was recorded at 11.07 cm, and there were approximately 41.96 grains per spike. The seed index was determined to be 42.99 g. The biological yield reached 10,434 kg/ha, while the grain yield amounted to 4,956 kg/ha. Old varieties showed susceptible behavior against M. graminicola as compared to the latest approved varieties in the last few years (Shukla and Chand, 2018). Number of galls per pot and egg mass index ranged from 1.6-9.4 and 1.2-9.7, respectively among different varieties. Further, Devi et al. (2016) reported total number of gall and eggs per plant ranged from 1.5-38.7 and 26-3100 based on their different crops under study. The root-knot nematode (M. graminicola) is recognized as the most significant pest, widely present in major rice-producing countries worldwide, leading to substantial losses of up to 90% (Jain et al., 2012). Out of total 14 tested varieties, two showed resistance (RI˂18) four marginal resistance (RI˂50), six intermediate (RI˂70), and two susceptible responses (RI˂90) based on their resistance index (RI) value. Hada et al. (2020) found genetic resistance against M. graminicola based on egg masses and number of galls. He found R2 (%) of egg masses and galls ranged from 8.32-10.89 and 9.24-9.991, respectively of different plant traits. The number of galls per pot and egg mass index had negative correlation with various plant growth parameters. All of these parameters had strong negative correlation which implies that higher infestations of root knot nematodes are associated with decreased performance in these growth parameters. Contrary to the findings of Bashir et al. (2013), our research indicates that there is no positive correlation between gall infestation and grain yield. It is important to highlight that the observed difference can be attributed to the variations in the location and the specific crop being studied. However, the research conducted by (Smiley et al., 2004) confirmed an inverse correlation between root nematode density in winter wheat and grain yield. The number of galls per pot indicated that plant height had the most significant role in per unit decrease in the number of galls as well as egg mass index with a maximum impact of 59.09 and 45.24% (p = 0.001 and 0.000).Two varieties, Sehar-06 and Ujala-16, are classified as resistant, as evidenced by their low root gall severity (RGS) values of 2.7 and 2.2, respectively. Their reproductive factor (RF) values of 15.2 and 15.6, and resistant index (RI) values of 17.9 and 17.8, respectively. RGS, RF and RI values ranged from 2.2-8.3, 15.2-71.4, and 17.8-77.8, respectively. All the varieties were susceptible to root knot nematodes however only difference is aggressiveness among different varieties (Pokharel et al., 2007). Pokharel et al. (2011) supported our findings and revealed that M. graminicola isolates affected the susceptibility of wheat cultivars, including those obtained from prestigious international centers such as IRRI and CIMMYT. The measured root gall severity index (RGS) ranged from 5.8 to 65.8, while the reproductive factor (RF) ranged from 3.5 to 8.5 for the evaluated wheat cultivars. This composite index, combining RGS and RF, exhibited a relatively consistent pattern with limited variation. To develop a reliable screening protocol (Pokharel et al., 2012), to investigate the effects of incubation period and inoculum level on the severity of root galling (RGS) and reproductive factor (RF) on Meloidogyne graminicola. The findings revealed that M. graminicola displayed notably higher reproductive activity on wheat. The measured RGS values ranged from 5.3 to 8.3, and the resistance index covered from 117 to 162, indicating that all the tested cultivars exhibited a highly susceptible reaction to the nematode which confirmed our findings. Padgham et al. (2004) also reported root-galling severity ratings in wheat cultivars a range of 1.5 to 7.0 were observed. Based on these findings, it was determined that all wheat varieties exhibited a significant susceptibility to M. graminicola, indicating their role as excellent hosts for the nematode.
Conclusions and Recommendations
Study revealed significant variations in the response of plant varieties to root knot nematodes. Ujala-16 and Sehar-06 exhibited resistance to nematodes while Inqlab-91 and Iqbal-2000 were responded as susceptible. There was negative impact of nematodes on plant development. Plant height (cm) implied a significant relation having maximum impact on per unit population fluctuations. These findings provide valuable insights for breeders and farmers in selecting resistant varieties and implementing effective nematode management strategies.
Novelty Statement
These findings provide valuable insights for breeders and farmers in selecting resistant varieties and implementing effective nematode management strategies.
Author’s Contribution
Ahmad Khan, Muhammad Zubair Akram, Muhammad Arslan Azmat and Muhammad Tahir: Data collection and manuscript writing.
Muhammad Amjad Ali: Supervise the research work and project
Samreen Nazeer: Manuscript writing.
Sabina Asghar: Data collection.
Conflict of interest
The authors have declared no conflict of interest.
References
Alignan, M., J. Roche, A. Bouniols, M. Cerny, Z. Mouloungui and O. Merah. 2009. Effects of genotype and sowing date on phytostanol–phytosterol content and agronomic traits in wheat under organic agriculture. Food Chem., 117: 219-225. https://doi.org/10.1016/j.foodchem.2009.03.102
Bashir, M., A. Maji and A. Gana. 2013. Effect of African rice gall midge on yield and its components on inter-specific rice progenies, using correlation and principal components as analysis tools. J. Plant Breed. Crop. Sci., 5: 214-219. https://doi.org/10.5897/JPBCS2012.0371
Birchfield, 1965. from rice in Pakistan. Pak. J. Nematol., 21: 133-136.
Devi, P., R. Kanwar and A. Kumar. 2016. Studies on population variation of Meloidogyne graminicola using some weeds, forage and vegetable crops. Forage Res., 42: 135-139.
Dutta, T.K., A.K. Ganguly and H.S. Gaur. 2012. Global status of rice root-knot nematode, Meloidogyne graminicola. African J. Microbiology Res., 6: 6016-6021.
Duxbury, J.M., 2001. Sustainability of post-green revolution agriculture: the rice-wheat cropping system of South Asia. Annual report (Feb10, 2001 to Sept 30, 2002) submitted to the Soil Management CRSP Management Entity, University of Hawaii, USA. pp. 9-11.
Hada, A., T.K. Dutta, N. Singh, B. Singh, V. Rai, N.K. Singh and U. Rao. 2020. A genome-wide association study in Indian wild rice accessions for resistance to the root-knot nematode Meloidogyne graminicola. PLoS One, 15: e0239085. https://doi.org/10.1371/journal.pone.0239085
Hassan, M., M.K. Afridi and M.I. Khan. 2018. An overview of alternative and renewable energy governance, barriers, and opportunities in Pakistan. Energy Environ. Int., 29: 184203. https://doi.org/10.1177/0958305X17743036
Hussain, M., Z. Mehmood, M.B. Khan, S. Farooq, L. Dong-Jin and M. Farooq. 2012. Narrow row spacing ensures higher productivity of low tillering wheat cultivars. Int. J. Agric. Biol., 14: 413-418.
Jain, R.K., M.R. Khan and V. Kumar. 2012. Rice root-knot nematode (Meloidogyne graminicola) infestation in rice. Arch. Phytopathol. Plant Prot. Sci., 45: 635-645. https://doi.org/10.1080/03235408.2011.588059
Luc, M., R.A. Sikora and J. Bridge. 2005. Plant parasitic nematodes in subtropical and tropical agriculture CABI publishing. pp. 87-132. https://doi.org/10.1079/9780851997278.0000
Minitab, L., 2013. Minitab, State College, Centre County, Pennsylvania, United States. PA 16801. Data Universal Number System (DUNS) number. 107326043.
Mullin, B., G. Abawi, M.A.P. Corrales and J.L. Kornegay. 1991. Reactions of selected bean pure lines and accessions to Meloidogyne species. Plant Dis., 75: 1212-1216. https://doi.org/10.1094/PD-75-1212
Munir, A., and J. Bridge. 2003. Rice root-knot nematode Meloidogyne graminicola golden and
Padgham, J., G. Abawi, J. Duxbury and M. Mazid. 2004. Impact of wheat on Meloidogyne graminicola populations in the rice-wheat system of Bangladesh. Nematropica 34: 183190.
Pokharel, R., G. Abawi and J. Duxbury. 2011. Greenhouse evaluation of rice and wheat germplasm for resistance to Meloidogyne graminicola with comments on evaluation indices and proposal of a new one. Nematol. Mediter., 39: 157-168. https://doi.org/10.1071/AP09100
Pokharel, R.R., G.S. Abawi, N. Zhang, J.M. Duxbury and C.D. Smart. 2007. Characterization of isolates of Meloidogyne from rice-wheat production fields in Nepal. J. Nematol., 39: 221.
Pokharel, R.R., J.M. Duxbury and G. Abawai. 2012. Evaluation of protocol for assessing the reaction of rice and wheat germplasm to infection by Meloidogyne graminicola. J. Nematol., 44: 274.
Ravindra, H., M. Sehgal, T. Manu, R. Murali, H. Narasimhamurthy, I. Khan and M. Latha. 2013. Status of plant parasitic nematode problems of Karnataka and their management with special reference to genus Meloidogyne. Curr. Nematol., 24: 39-48.
Ravindra, H., M. Sehgal, H. Narasimhamurthy, K. Jayalakshmi and I. Khan. 2017. Rice root-knot nematode (Meloidogyne graminicola) an emerging problem. Int. J. Curr. Microbiol. Appl. Sci., 6: 3143-3171. https://doi.org/10.20546/ijcmas.2017.608.376
Shahwani A.R., S.U. Baloch, S.K. Baloch, B. Mengal, W. Bashir, H.N. Baloch, R.A. Baloch, A.H. Sial, S.A. Sabiel and K. Razzaq. 2014. Influence of seed size on germinability and grain yield of wheat (Triticum aestivum L.) varieties. J. Natl. Sci. Res., 4: 147-155.
Shukla, A. and R. Chand. 2018. Studies on the effect of chemicals nematicidal against rice root-knot nematode, Meloidogyne graminicola development. J. Pharmacogn. Phytochem., 7: 2261-2266.
Sial, M.A., M.A. Arain M.U. Dahot, G.S. Markhand, K.A. Laghari, S. Mangrio, A. Mirbahari, M.H. Naqvi. 2010. Effect of sowing dates on yield and yield components on mutant-cumhybrid lines of bread wheat. Pak. J. Bot., 42: 269-277.
Singh, V., C. Kalia and V. Kaul. 2007. New record of root-knot nematode, Meloidogyne graminicola infecting rice in Jammu. Indian J. Nematol., 37: 94-94.
Smiley, R.W., K. Merrifield, L.M. Patterson, R.G. Whittaker, J.A. Gourlie and S.A. Easley. 2004. nematodes in dryland field crops in the semiarid Pacific Northwest United States. J. Nematol., 36: 54.
Steel, R.G.D. and J.H. Torrie. 1960. Principles and procedures of statistics. McGraw-Hill, New York. pp. 190.
To share on other social networks, click on any share button. What are these?