Research Article, Vegetos Vol: 30 Issue: 3
Histopathology of Chloroplast Ultrastructure and Inclusion Bodies in CMV-Infected Plant Tissues Using Electron Microscopic Examination and ImageJ Analysis
*Corresponding Author : Magdy S, Monatasser
Department of Biological, Faculty of Science, University of Kuwait, Kuwait PO Box 5969 Safat 13060, Kuwait
Received: May 04, 2017 Accepted: May 26, 2017 Published: May 29, 2017
Citation: Montasser MS, El-Sharkawey AE (2017) Histopathology of Chloroplast Ultrastructure and Inclusion Bodies in CMV-Infected Plant Tissues Using Electron Microscopic Examination and ImageJ Analysis. Vegetos 30:3. doi: 10.4172/2229-4473.1000266
Histopathology of Chloroplast Ultrastructure and Inclusion Bodies in CMV-Infected Plant Tissues Using Electron Microscopic Examination and ImageJ Analysis
Cucumber mosaic virus (CMV) is an economically important virus that causes wide-spread diseases damaging crops worldwide. Two strains of the virus were detected using ELISA with specific antibodies, and isolated from Kuwait environment designated CMVKU1 and CMV-KU2. The KU1 is a mild strain and is associated with a benign viral satellite RNA, while KU2 isolate, is a severe strain and lacking viral satellite RNA. Both strains were used in a comparative study to investigate the effects of CMV infection on the ultrastructure of chloroplasts and inclusion bodies in test plants of tomato (Lycopersicon esculentum) and squash (Cucurbita pepo). Transmission electron microscopy (TEM) was used to determine the extent of infection and damage caused by virus isolates on chloroplast structure, and cellular inclusions including plastoglobules, and starch granules. Chloroplasts, the photosynthetic apparatus of plants, in infected tissues were severely affected with KU2 strain that caused a reduction and damage of their main structure, number, size, and inclusion bodies compared to the benign strain of KU1 and healthy control plants. Electron micrographs of ultra-thin sections proved the presence of the viral nanoparticles. The formation of viral crystalline bodies, chloroplast damage and malformation due to the viral infection. As the infection progressed, chloroplasts were destroyed and grana were disorganized and scattered into the cytoplasm that causes reduction in chlorophyll contents in plant tissues. ImageJ freeware analysis were used to determine the extent of infection and host-virus interactions and damage caused by virus isolates...
Keywords: Cucumber mosaic virus; CMV; Viral satellite rna; Nanoscopy; Transmission electron microscopy; TEM; Chloroplast; Plastoglobuli; Starch granules; ImageJ; Viral nanoparticles
Cucumber mosaic virus (CMV), first discovered by Doolittle in 1916 as the causative agent of a new infectious mosaic disease [1,2]. CMV, of the family Bromoviridae, genus Cucumovirus [3-6] is distributed worldwide and has a wide host range, infecting more than 1000 plant species [3,7-10]. In addition, it is considered to be the most damaging plant virus among 24 field-grown vegetable crops in 28 regions of the world . CMV is a 29 nm icosahedral. It is comprised of a positive-sense, single-stranded genome consisting of four species designated RNAs and a capsid composed of 180 copies of protein subunits [12-14]. The molecular weight of CMV is approximately 5, 8 x 106, of which 18% is RNA and the remaining 82% is protein. The overall architecture of the CMV virus is best represented as a T Â¼ 3 icosahedron,  the RNA was packed tightly against the protein shell. CMV contains three genomic RNAs (RNAs 1, 2, & 3) and a subgenomic RNA 4 .
The symptoms of CMV in different plants occur as a result of complex interaction between the host plant and the virus [8,16]. In general, it induces mosaic (generic light-green/dark-green) symptoms. However, some CMV strains induce other symptoms, such as chlorosis, stunting, epinasty, necrotic lesions or filiformism [3,8]. In tomatoes, CMV causes stunting, fruit deformation, and poor fruit generation . In addition to this, VÃ¡squez and his associates have observed other unusual mixed disease symptoms on tomato plants including deformation, purple margins, inter-venial yellowing, downward and upward curling of the leaflets.
Agriculture Industry in Kuwait
The State of Kuwait has a harsh climate, water scarcity and poor land resources and because of this agriculture is limited (Only about 1% of the total land in the country is employed for cultivation . Kuwait mainly imports most of its food products to meet the increasing food demand. Recently, there have been increased efforts to enhance the agricultural production and much research has been undertaken in this field. Due to this, agriculture in Kuwait has doubled in the last 30-40 years. However, this is still diminutive for the national GDP [17,18]. Tomato is the main crop grown in Kuwait with a total production of almost 39,000 tons of fruit and economic value of about $9.58 million. It is grown in 25% of total area under green house in Kuwait . CMV was found to cause serious damage to plants in Kuwait, especially tomato, resulting in high economic losses in crop production over the last 10 years. Montasser and his colleagues in 2006 isolated three different strains of the CMV from different locations in Kuwait .
CMV disease symptoms were first observed as stunting or fern leaf syndrome, and lethal necrosis disease . In addition, CMV viruses are also observed to cause yellow mosaic symptoms on leaf, leaf distortion, crinkle and stunting . In few cases, expression of such specific symptoms has been mapped to specific amino acids in the capsid 1a or 2a proteins . However, external symptoms can't be used as a sole criterion for confirming the disease, since masking of symptoms is observed during certain seasons in most of the infected plants . It's very common in nature for a single plant to have mixed symptoms due the infection by two or more viruses. Potyvirus, for example, can show mosaic systems that resemble CMV symptoms. Therefore, the complete separation of viruses is necessary for resistance studies.
In tomato, CMV causes systemic mosaic, necrosis, deformed fruit and poor fruit sets. Some CMV strains can produce symptoms of severe shoestring leaves, chlorosis, and stunting in tomato. Two types of CMV disease patterns in tomato have been identified: The first is the shoestring or fern leaf syndrome, and the second pattern is the lethal tomato necrosis disease [19,21].
Transmission Electron Microscopy (TEM)
Plant viruses can be detected and characterized by many methods. One of the oldest ways of detection is the electron microscopy that uses as a multi target assay . Transmission electron microscopy (TEM) is used for detection and identification of viral nanoparticles and for investigation of ultrastructural alterations that occur during virus infection of plants . Electron Microscopy studies have shown that CMV is spherical in shape [23,24] and can aggregate together to form crystals [25,26].
The plan and cross-sectional views are the two commonly used observation methods in the TEM analysis technique. The crosssectional view is more favorable for obtaining micro-structural information since films grow coherently on the substrates and often present columnar crystals with preferred orientation . Furthermore, staining with uranyl acetate has been a routine technique for staining the plant tissue. Negative staining of viruses and the following visualization by TEM can provide rapid and accurate results and they are sufficient for the identification of virus disease .
Chloroplast Inclusion Bodies: Plastoglobules (âOsmophilicâ Granules)
The occurrence of lipid granules in plastids. It was introduced the term âplastoglobuliâ to denote these osmiophilic granules. The size of plastoglobuli varies from 30 to 100 nm. They usually lack bounding membranes and are found scattered within the stroma. The amount present in any one chloroplast seems to depend on the rate of lipid synthesis. A densely staining droplet (about 30-100 nm) found, often in large numbers, in plastids of plant cells. Plastoglobuli consist of lipid pigment and are especially prominent in colored plastids (chromoplasts). Plastoglobuli occurs in chloroplasts but are masked by the green chlorophyll. When the chlorophyll breaks down as the leaves start to die due to the stress of viral infection, the pigmented plastoglobuli become apparent as the red or yellow âFallâ colors [28-30]. During senescence stress of the cells of higher plants, there is also a marked increase in the accumulation of plastoglobuli. A similar increase in plastoglobuli during heterocyst formation in the bluegreen algae chlorogloea was reported . Plastoglobuli contain carotenoids, plastoquinones, and a small amount of chlorophyll was reported in it .
They are very common in chloroplasts, typically taking up 15% of the organelle's volume, though in some other plastids like amyloplasts, they can be big enough to distort the shape of the organelle. Starch granules are simply accumulations of starch in the stroma and are not bounded by a membrane. Starch granules appear and grow throughout the day, as the chloroplast synthesizes sugars, and are consumed at night to fuel respiration and continue sugar export into the phloem, though in mature chloroplasts, it is rare for a starch granule to be completely consumed or for a new granule to accumulate . Starch granules vary in composition and location across different chloroplast lineages. In red algae, starch granules are found in the cytoplasm rather than in chloroplast. In C4 plants, mesophyll chloroplasts, which do not synthesize sugars, lack starch granules .
Viral crystalline bodies
Crystalline inclusion bodies may be formed by both isometric and spherical viruses. The regular arrangement of the nanoparticles results in crystals that may be hexagonal or rounded in shape. The crystal of CMV have been extensively studied and showed to consist of closely stacked layers of nanoparticles arranged in parallel . Crystal is produced by viruses belonging to many different virus groups including the cucumoviruses , the nepoviruses and the comoviruses [35-37]. The crystals may vary in size ranging from minute bodies that can only be seen in the electron microscope, to structures 15 to 20 Î¼m in diameter that is visible in the light microscope. âEmpty' virus crystals lacking virions located in a vacuole may appear as a neat hexagonal outline but more often appear as 'empty' circles. Such 'empty' crystals are diagnostic for CMV .
Image analysis of tissue sections using TEM RGB image profiling is a modern accepted technique. A new method of TEM RGB analysis, using the freeware ImageJ, is presented which can be applied to analyze area and value of different selections of tissue samples. We examined TEM micrographs of plant tissue samples indicated that the formation of crystalline bodies, chloroplast damage and malformation was due to the infection caused by viral infections.
Materials and Methods
Leaves of tomato plants showing CMV like symptoms were collected as samples from different locations in Kuwait such as Wafra and Abdaly. CMV strains were detected using specific antibodies successfully produced in our laboratories applied in enzyme linked immunosorbent assay (ELISA) as described by Montasser 1999 . Test plants of tomato (Solanum Lycopersicum) squash (Curcubita Pepo) sp. and tobacco (Nicotiana tabacum cv. Samson) were used in this study to confirm the infectivity of CMV.
Mechanical inoculation of virus isolates and symptomatology
Tomato (Super Marmande, USA.), squash (New Eskandrany H1, Egypt) and tobacco were germinated under green house conditions, 16 hours light, 22-25Â°C [19,40]. One gram of frozen infected tissue of both tomato and squash plants was grounded using a sterile mortar and pestle with 9 ml of phosphate buffer (0.01 M potassium phosphate pH 7.2) 21 days post inoculation. The ground viral sap was mechanically inoculated onto the leaves of tomato, squash and tobacco using a cotton swab at the dicotyledonary stage of the plant growth. Healthy plants without any viral inoculations were also included as control treatments. Before inoculation, plant seedlings were pre-dusted with 600- mesh carborundum powder to allow for better viral transmission into the leaves. Following inoculation, the plants were rinsed with distilled water immediately [19,39].
Maintenance of virus isolates
Test plants were grown in pots using a suitable potting mix both in green house and in a growth chamber under controlled condition (16 hours light, temperature range 22-25Â°C). The inoculated plants showed symptoms between 8-20 days . Infected plant leaves were collected for electron microscopy studies and for molecular analysis for microarray studies, tomato samples were collected 20 days post inoculation.
Ultra- Thin Sectioning of Plant Tissues Using TEM Analysis
Sample preparation and fixation
For sample preparation infected tomato and squash tissue parts such as STEM, leaf, and roots as well as healthy tissues were collected. Tissue samples were sliced and fixed in glutaraldehyde 3% and in phosphate buffer solution with the range between pH=7.2- 7.4, these samples were kept at room temperature for one to two hours before placing them in the refrigerator overnight.
Fixation was followed by three washes with phosphate buffer solution for ten minutes each time. Samples were post-fixed in a solution containing 2% osmium tetraoxide in phosphate buffer solution for two hours at room temperature on a slow- speed rotator (INFIL- Tissue Rotator). This step was repeated thrice as it is described above. Dehydration of the fixed samples were carried out using different concentrations of alcohol ranging from 50- 100% and propylene oxide in a Leica Automatic Tissue Processor (REICHEART- LYNX). Following this, infiltration was done by soaking samples in different ratios of propylene oxide: super resin mixture. Both dehydration and infiltration steps were carried out at a temperature of around 20Â°C.
Trimming and ultramicrotomy
Practical 1 Î¼m of semi- thin sections were cut with a glass knife using Leica Ultramicrotomy and placed on microscopic glass slide. After that, they were stained with toluedene 1% blue and examined under a light microscope to locate the desired area. Ultra- thin sections about 70-80 nm were made using a diamond knife, and transferred onto 150 mesh copper grid. The loaded grids were stained first with uranyl acetate (12 min. at 25Â°C) followed by lead citrate (6 min. at 25Â°C). Finally, the stained sections were examined by transmission electron microscope TEM (JEOL's JEM- 1200 EX II) operated at an accelerating voltage of 80 kV, at Nanoscopy Science Center (NSC) â Kuwait University, Kuwait.
Computational image analysis
Using TEM with imageJ analysis and statistical Origin Pro 2016 program for quantification of the infection influences on chloroplast structure and contents of lipid deposits in plastoglobuli, starch grains, nanoparticle size, size distribution and profile surface area [41,42]. For image analysis, the freeware ImageJ v 1.51A as well as the Color Histogram, distribution, analyze nanoparticles size and 3d plug-in, both downloaded from the NIH website  were used.
To calculate the FWHM of a Gaussian peak following relation should be considered.
Therefore, the deviation from the mean value at FWHM will be somewhat larger than the regular s obtained from the following Gaussian equation
Where yo is baseline offset, A is the total area under the curve from the baseline, xo is the mean value of the Gaussian peak (center of the peak or xc), and w/2 is the standard deviation Ï.(Figure 18D).
Disease incidence and symptomatology
CMV-KU2 isolate caused serious damage to tomato and squash test plants causing severe stunting and growth reduction (Figure 1, 2A and 2B) 20 days post inoculation. Squash plants infected with CMVKU2 produced no flowers (aborted flower buds) compared to healthy control (Figure 1C). Squash plants infected with CMV-KU1 showed mild stunting and chlorotic local lesions on the dicotyledonary leaves (Figure 3). Both viral strains were detected by using ELISA test and specific antibodies successfully produced in our laboratory. Squash plants produced more severe mosaic symptoms compared to tomato plants. Squash leaves showed mosaic, yellowing and curling symptoms (Figure 2). Infected plants with CMV-KU1 flowered in earlier stage producing smaller flowers vis. CMV-KU2 showed severe mosaic symptoms compared to CMV-KU1 and control (Figure 2).
Figure 1: Symptoms of CMV-KU2 and CMV-KU1 A) on tomato test plants compared with healthy control (H) at 20 days post inoculation. B) Symptoms of severe stunting associated with aborted flower buds caused by CMV-KU2 and milder symptoms caused by CMV-KU1 on squash test plants compared with healthy control (H) at 20 days post inoculation. C) Severe necrotic symptoms caused by CMV-KU2 on dicotyledonary leaves of tomato test plants compared with healthy control (H).
Nanoscopy analysis using TEM
Ultra-thin sections: TEM micrographs of healthy and infected intracellular structure are shown in Figures 3-5. A close-up view of the chloroplast structures showing double membranes, grana, thylakoids, stroma and plastoglobuli (Figure 4C) while an overview of the infected tissues showing the effect of CMV-KU2 infection on chloroplasts compared to healthy squash are shown in Figures 6 and 7.
Figure 5: A) Overview of tomato infected root tissue showing that may indicate the viral infection spread all over the tissue, B) Infected chloroplast with CMV-KU2 in tomato leaf. The infection led to the malformation in the outer and inner structure of the chloroplast. The photo shows virus aggregation like nanoparticles spread in the tissue. Chloroplast and CMVKU2.
A closer examination of these tissues revealed that characteristic morphological nature of CMV strains in the infected tissue in contrast to healthy samples (Figures 6 and 7). Changes in the chloroplast structure due infection are presented in Figures 6B and 7B compared to the healthy chloroplast. Ultrathin sections showed the presence of CMV nanoparticles as small regular spherical bodies that contain homogenous densely stained genetic materials (Figure 7) (Magnification of 40000x for the virus nanoparticles) (Figure 8). The severity of CMV-KU2 showed the disintegration of chloroplasts with broken grana scattered in the cytoplasm and virus nanoparticles are aggregated in large numbers around the broken-down chloroplasts (Figure 7B).
Figure 8: A) Broken chloroplasts in CMV-KU2 infected tissues showing scattered grana and thylakoids, virus nanoparticles aggregated in large numbers around the ruptured chloroplast. B) Close up from A. C) Higher magnification of purified CMV viral nanoparticles that are spherical with dark highly dense genetic material in the center. Purified viral nanoparticles from infected squash leaves.
Virus nanoparticles are aggregated together as shown in Figure 9, forming crystalline bodies in CMV-KU1 infected tissues (Figure 10). No crystalline bodies were found in CMV-KU2 infected tissues, while the virus nanoparticles are packed in geometric rows.
In transverse thin sections of the infected tissue, most abundant virus nanoparticles were observed in CMV-KU2 infected tissues. Symptoms caused by CMV-KU2 were more severe than CMV-KU1 infected plants. Similarly, CMV-KU2 damaged the chloroplast and was more severe than CMV-KU1 (Figure 11) that clearly showing starch grains.
Figure 11: A) Healthy looking chloroplast compared to CMV-infected squash sample showing infected chloroplast containing up normal sizes of starch grains, B) Abnormal Starch Grains formation due to the viral infection. C) Digital-colored starch grains using Unionjack look-up table filter, ImageJ showing starch grains with red representing low energies and Chloroplast grana and middle lamella in blue representing high energies.
Effects of cmv strains infection on the ultra-structure of chloroplasts: The morphological appearance of the chloroplast was totally damaged and major alteration took place in the chloroplast ultra-structure that were observed in the aggressive stage of infection. As the infection progressed, the chloroplast double membranes were destroyed and the grana were smashed, disorganized and scattered in the cytoplasm of the infected tissue (Figures 12 and 13).
Figure 12: A) CMV Viral infection causing total damaged chloroplasts. Almost there is no intact intracellular structure of the infected chloroplasts. B) CMV viral aggregation surrounding the chloroplast at higher magnification. C) Color Image Processing using ImageJ analysis use a non-standard color (Fire) Look-Up Table (LUT).
Computational analysis of tem micrographs using imagej: Using Freeware ImageJ to analyzed TEM images for chloroplast structure (Figure 14A-D), lipid deposits in Plastoglobuli (Figure 15A-D), and starch grains (Figure 16A-D), crystalline bodies of aggregated CMV nanoparticles (Figure 17A and B). TEM images Analysis for aggregate CMV nanoparticles size and distribution and standard deviation analysis (Figure 18A-D).Morphology of mitochondria and its surface profile (Figure 19A-E).
Figure 15: Plastoglobuli in infected tissue. A) Numerous Plastoglobuli Deposits in Infected chloroplasts Color Image Processing using ImageJ analysis (Fire) Look-Up Table (LUT). B) Numerous Plastoglobuli Deposits in Infected chloroplasts Color Image Processing using ImageJ analysis (UnionJack) Look-Up Table (LUT). C) Threshold area of Plastoglobuli (red). D) 3D Image Processing using ImageJ Analysis of chloroplast area.
Figure 16: Starch Grains In Infected Tissue. A,C and E) Numerous Starch Grains Deposits in Infected chloroplasts Color Image Processing using ImageJ analysis (Fire) Look Up Table (LUT). B,D and F) 3D Image Processing using ImageJ Analysis of Starch Grains area in A,C and E Image respectively. G) close-up from image A. H) 3D Image Processing using ImageJ Analysis of Starch Grains area in D Image.
The relationship between a standard deviation (Ï) and a full width at half maximum (FWHM) for a Gaussian peak. Note that the magnitude of the deviation from the mean value at FWHM is slightly larger than the deviation at ~ 60% of the peak height i.e., Ï. (Figure 18D )
|Average NP size (xc)||= 38.53 nm|
|Now standard deviation (Ã¡Â»Â£)||= W/2 = 43.53 nm|
|Average NP size with error||= Xc Â± Ã¡Â»Â£ = 28.53 Â± 43.53 nm|
In this study, two different strains of CMV designated CMV-KU1 and -KU2 (US patent No. US 8138390 B2) . Were used to explore the pathogenic effects of the severe strain of KU2 compared to the benign strain of KU1 and healthy control. Transmission electron microscopy (TEM) was used for detection and identification of viral nanoparticles and for investigation of ultrastructural alterations that occur during virus infection of plants . Nanoscopy studies have shown that CMV is spherical in shape [23,24] and can aggregate together to form crystals . Difficulties in sample preparation also limit the application of cross-sectional TEM observation . Such preparations are known to be time and labor consuming awnd it may take several days to obtain results. For these reasons, TEM used rarely for diagnosing virus disease in plants . The plan and crosssectional views are the two commonly used observation methods in the TEM analysis technique. The cross-sectional view is more favorable for obtaining micro-structural information since films grow coherently on the substrates and often present columnar crystals with preferred orientation .
Electron micrographs of healthy and infected intracellular structure tissues are shown in Figures 4A and B. Micrographs of healthy samples are shown in Figure 4C and 4A closer view of the chloroplast structures double membranes, grana, thylakoids, stroma and lipid globules are shown in Figure 4C and 4A shows an overview of a healthy tissue while (Figure 5A) represents an overview of the infected tissues. Figure 5B shows the effect of CMV-KU2 infection in tomato chloroplasts.
A closer examination of these tissues revealed the characteristic morphological nature of CMV strains in the infected tissue in contrast to healthy samples (Figures 6 and 7). Changes in the chloroplast structure due to infection are presented in (Figures 6B and 7A) compared with healthy chloroplast. Ultrathin sections showed the presence of CMV nanoparticles as small regular spherical bodies that contain a homogenous densely stained genetic materials in Figure 8 (magnification of 40000x for the virus nanoparticles) (Figure 8B).
The severity of CMV-KU2 has been showed by the disintegration of chloroplasts with broken grana scattered in the cytoplasm and virus nanoparticles that are aggregated in large numbers around the broken-down chloroplasts (Figure 7B).
According to the scale bar (0.2 Î¼m) the average of about 100 CMV samples was calculated manually and resulted in viral diameter of 26 nm-29 nm. CMV nanoparticles are packed to form crystalline bodies in CMV-KU1 infected tissues as shown in (Figure 9) were no crystalline bodies found in CMV-KU2 infected tissues. In transverse thin sections of the infected tissue most accumulation of the virus nanoparticles appeared in CMV-KU2 infected tissues (the affectively on the intracellular and the damaged caused on chloroplast structure is more) and its severity is more than in CMV-KU1 infected tissues.
Electron micrographs of CMV-infected tissues in ultra-thin sections were successfully tested and proved to be present in the infected intracellular plant tissues. The effects of the virus on the plant cellular organelles were detected. The ultra-structure of CMV infected cells showed spherical nanoparticles of the virus.
Our observation is consistent with those of Honda and Matsui . The spherical CMV nanoparticles were observed in different locations in plant tissues . Our results were agreeable with the viral particle sizes published, that found CMV nanoparticles are isomeric, 28-29 nm in size with a central core . CMV nanoparticles were able to aggregate in geometric lines in tobacco plant  or aggregate to form crystalline bodies in lily . In general, the various morphological arrangements of CMV were observed clearly in tested diseased plant tissues.
The present study showed some alterations in ultra-structure of chloroplasts in infected tomato and squash tissues compared with healthy plants. Similar effects of CMV on plant chloroplast grana and intracellular composition were mentioned by Shintaku et al.  on tobacco plants as well as others [19,44]. The concentration of virus varied in different plant tissues . Another plant virus in Kuwait has induced the same effect, such as tomato yellow leaf curl bigemini virus (TYLCV) on the same tomato host .
The effect of viral infection on chloroplasts in tested plant tissues
The morphological appearance of the chloroplast as well becomes more circular and major alternation in the chloroplast ultra-structure at aggressive stage of infection. As the infection achieved, the chloroplast is completely destroyed and the grana were disorganized and scattered in the cytoplasm of the infected tissue (Figures 12-13). Comparisons between the healthy and the infected tissues (Figures 6 and 9) are made and a reduction in the size and number of grana causing a great loss in the chloroplast structures and increased in the multiplication of viral nanoparticles.
All over the infected tissues (Figures 5-13), the viral infection showed a reduction of chloroplast numbers and size . The complete distortion of the chloroplast component and thylakoid damage in grana causes a reduction in chlorophyll concentrations in tissues.
Examination of ultra-thin sections of diseased plant parts using Transmission Electron Microscope has become a standard tool in establishing the presence of CMV. Further evidence can be obtained by ELISA , PCR, Gene Sequencing analysis, and Microarray technology. The physical properties (thermal inactivation point, dilution-end point and longevity in vitro) of CMV in Kuwait have been reported by .
Computational analysis using ImageJ
ImageJ supports standard image processing functions such as logical and arithmetical operations between images, contrast manipulation, convolution, Fourier analysis, sharpening, smoothing, edge detection, and median filtering . In this study, we detected and characterized the causal agent nanoparticles of cucumber mosaic disease on tomato and squash plants using TEM micrograph and ImageJ statistical Origin pro-2016 software Image analysis of tissue sections using TEM RGB image profiling is a modern accepted technique. A new method of TEM RGB analysis, using the freeware ImageJ that applied to analyze area and value of different selections of tissue samples. We examined TEM micrographs of plant tissue samples indicated that the formation of crystalline bodies, chloroplast damage and malformation was due to the infection caused by viral infections [41,42].
This research work was supported and funded by the University of Kuwait, College of Graduate Studies, the Research Administration project No. YS07/10 & SL01/13 and Nanoscopy Scientific Center (NSC) at Kuwait University, Kuwait.
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