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Kapytina A, Kolchenko M, Kerimbek N, Pozharskiy AS, Nizamdinova G, Taskuzhina A, Adilbayeva K, Khusnitdinova M, Amidullayeva M, Moisseyev R, Kachiyeva Z, Gritsenko D. Distribution of Wheat-Infecting Viruses and Genetic Variability of Wheat Streak Mosaic Virus and Barley Stripe Mosaic Virus in Kazakhstan. Viruses 2024; 16:96. [PMID: 38257796 PMCID: PMC10819362 DOI: 10.3390/v16010096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Wheat is an essential cereal crop for the economy and food safety of Kazakhstan. In the present work, a screening of wheat and barley from different regions of Kazakhstan was conducted using newly developed specific primers for reverse transcription PCR and loop-mediated isothermal amplification (LAMP) assays. In total, 82 and 19 of 256 samples of wheat and barley tested positive for wheat streak mosaic virus (WSMV) and barley stripe mosaic virus (BSMV), respectively. A phylogenetic analysis using two independent methods revealed that most of the analyzed isolates had a European origin. Molecular data on the distribution and diversity of cereal viruses in Kazakhstan were obtained for the first time and will help lay a foundation for the implementation of genetics and genomics in wheat phyto-epidemiology in the country.
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Affiliation(s)
- Anastasiya Kapytina
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Mariya Kolchenko
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Nazym Kerimbek
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
- Department of Molecular Biology and Genetics, Al Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Alexandr S. Pozharskiy
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Gulnaz Nizamdinova
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Aisha Taskuzhina
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
- Department of Molecular Biology and Genetics, Al Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Kamila Adilbayeva
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Marina Khusnitdinova
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Malika Amidullayeva
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
| | - Ruslan Moisseyev
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
- Department of Molecular Biology and Genetics, Al Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Zulfiya Kachiyeva
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
- Research Institute of Applied and Fundamental Medicine, Kazakh National Medical University, Almaty 050000, Kazakhstan
| | - Dilyara Gritsenko
- Laboratory of Molecular Biology, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (A.K.); (N.K.); (M.A.); (Z.K.)
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Oladokun JO, Ouro-Djobo A, Obasa K, Rwahnih MA, Hwang M, Villegas C, Alabi OJ. Molecular characterization of a divergent genetic variant of wheat Eqlid mosaic virus from a Texas wheat field. Arch Virol 2023; 168:236. [PMID: 37644141 DOI: 10.1007/s00705-023-05854-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/16/2023] [Indexed: 08/31/2023]
Abstract
Investigations conducted during the spring 2020 season to diagnose the associated viral agent of a severe mosaic disease of wheat in a Texas Panhandle field revealed the presence of wheat Eqlid mosaic virus (WEqMV; genus Tritimovirus, family Potyviridae) in the analyzed samples. The complete genome sequences of two WEqMV isolates were determined, and each was found to be 9,634 nucleotides (nt) in length (excluding the polyA tail) and to contain 5' and 3' untranslated regions of 135 nt and 169 nt, respectively, based on rapid amplification of cDNA ends (RACE) assays. Both sequences contained an open reading frame (ORF) of 9,330 nt encoding a polyprotein of 3,109 amino acids (aa). The ORF sequences of the two isolates were 100% identical to each other, but only 74.7% identical to that of the exemplar WEqMV-Iran isolate, with 85.7% aa sequence identity in the encoded polyprotein. The Texas WEqMV isolates also diverged significantly from WEqMV-Iran in the individual proteins at the nt and aa levels. This is the first report of WEqMV in the United States and the first report of this virus outside of Iran, indicating an expansion of its geographical range.
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Affiliation(s)
- John O Oladokun
- Department of Plant Pathology and Microbiology, Texas A&M AgriLife Research and Extension Center, 78596, Weslaco, TX, USA
| | - Ashrafou Ouro-Djobo
- Department of Plant Pathology and Microbiology, Texas A&M AgriLife Research and Extension Center, 78596, Weslaco, TX, USA
| | - Ken Obasa
- Department of Plant Pathology and Microbiology, Texas A&M AgriLife Research and Extension Center, 79106, Amarillo, TX, USA
| | - Maher Al Rwahnih
- Department of Plant Pathology, University of California, 95616, Davis, USA
| | - Minsook Hwang
- Department of Plant Pathology, University of California, 95616, Davis, USA
| | - Cecilia Villegas
- Department of Plant Pathology and Microbiology, Texas A&M AgriLife Research and Extension Center, 78596, Weslaco, TX, USA
| | - Olufemi J Alabi
- Department of Plant Pathology and Microbiology, Texas A&M AgriLife Research and Extension Center, 78596, Weslaco, TX, USA.
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Gautam S, Chinnaiah S, Herron B, Workneh F, Rush CM, Gadhave KR. Seed Transmission of Wheat Streak Mosaic Virus and Triticum Mosaic Virus in Differentially Resistant Wheat Cultivars. Viruses 2023; 15:1774. [PMID: 37632116 PMCID: PMC10459636 DOI: 10.3390/v15081774] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/05/2023] [Accepted: 08/17/2023] [Indexed: 08/27/2023] Open
Abstract
Wheat streak mosaic virus (WSMV) and Triticum mosaic virus (TriMV) are important viral pathogens of wheat in the Great Plains. These viruses individually or in mixed infections with High Plains wheat mosaic virus cause a devastating wheat streak mosaic (WSM) disease. Although seed transmission of WSMV has been studied, no information is currently available on that of TriMV. Furthermore, no study has explored the implications of mixed infections of WSMV and TriMV on seed transmission of one or both viruses. To study both aspects, seeds from differentially resistant field-grown wheat plants (cv. TAM 304 (susceptible), Joe (WSMV resistant, Wsm2 gene), and Breakthrough (BT) (WSMV and TriMV resistant, Wsm1 gene)) showing characteristic WSM symptoms were collected and analyzed to quantify both viruses using qRT-PCR. The percentage of seeds tested positive for WSMV or TriMV individually and in mixed infection varied with cultivar and virus combinations; 13% of TAM 304 seeds tested positive for WSMV, followed by 8% of BT and 4% of Joe seeds. Similarly, TriMV was detected in 12% of BT seeds, followed by 11% of TAM 304 and 8% of Joe seeds. Lastly, mixed infection was detected in 7% of TAM 304 seeds, followed by 4% in BT, and 2% in Joe. Dissection of field-collected seeds into three parts, embryo, endosperm, and seed coat, revealed both WSMV and TriMV accumulated only in the seed coat. Consistent with seeds, percent infection of WSMV or TriMV in the plants that emerged from infected seeds in each treatment varied with cultivar and virus combinations (WSMV: BT 3%; Joe 2%; TAM 304 9%; TriMV: BT 7%; Joe 8%; and TAM 304 10%). Plants infected with mixed viruses showed more pronounced WSM symptoms compared to individual infections. However, both viruses were present only in a few plants (BT: 2%, Joe: 1%, and TAM 304: 4%). Taken together, this study showed that TriMV was transmitted vertically at a higher frequency than WSMV in resistant cultivars, and the seed transmission of TriMV with WSMV increased the virulence of both pathogens (measured via WSM symptom severity) in the emerged plants. Furthermore, Wsm1 and Wsm2 genes considerably reduced WSMV transmission via infected seeds. However, no such effects were observed on TriMV, especially in progeny plants. These results reiterated the importance of planting clean seeds and highlighted the immediate need to identify/develop new sources of TriMV resistance to effectively manage the recurring WSM epidemic.
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Affiliation(s)
- Saurabh Gautam
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Entomology, Texas A & M University, College Station, TX 77843, USA
| | - Senthilraja Chinnaiah
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Entomology, Texas A & M University, College Station, TX 77843, USA
| | - Benjamin Herron
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Entomology, Texas A & M University, College Station, TX 77843, USA
| | - Fekede Workneh
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Plant Pathology, Texas A & M University, College Station, TX 77840, USA
| | - Charles M. Rush
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Plant Pathology, Texas A & M University, College Station, TX 77840, USA
| | - Kiran R. Gadhave
- Texas A & M AgriLife Research, 6500 W Amarillo Blvd, Amarillo, TX 79106, USA; (S.G.); (S.C.); (B.H.); (F.W.); (C.M.R.)
- Department of Entomology, Texas A & M University, College Station, TX 77843, USA
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Higgins S, Serada V, Herron B, Gadhave KR, Kurouski D. Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy. FRONTIERS IN PLANT SCIENCE 2022; 13:1035522. [PMID: 36325557 PMCID: PMC9618938 DOI: 10.3389/fpls.2022.1035522] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 09/30/2022] [Indexed: 05/26/2023]
Abstract
Wheat is one of the oldest and most widely cultivated staple food crops worldwide. Wheat encounters an array of biotic and abiotic stresses during its growth that significantly impact the crop yield and consequently global food security. Molecular and imaging methods that can be used to detect such stresses are laborious and have numerous limitations. This catalyzes the search for alternative techniques that can be used to monitor plant health. Raman spectroscopy (RS) is a modern analytical technique that is capable of probing structure and composition of samples non-invasively and non-destructively. In this study, we investigate the accuracy of RS in confirmatory diagnostics of biotic and abiotic stresses in wheat. Specifically, we modelled nitrogen deficiency (ND) and drought, key abiotic stresses, and Russian wheat aphid (Diuraphis noxia) infestation and viral diseases: wheat streak mosaic virus (WSMV) and Triticum mosaic virus (TriMV), economically significant biotic stresses in common bread wheat. Raman spectra as well as high pressure liquid chromatography (HPLC)-based analyses revealed drastically distinct changes in the intensity of carotenoid vibration (1185 cm-1) and in the concentration of lutein, chlorophyll, and pheophytin biomolecules of wheat, triggered in response to aforementioned biotic and abiotic stresses. The biochemical changes were reflected in unique vibrational signatures in the corresponding Raman spectra, which, in turn could be used for ~100% accurate identification of biotic and abiotic stresses in wheat. These results demonstrate that a hand-held Raman spectrometer could provide an efficient, scalable, and accurate diagnosis of both biotic as well as abiotic stresses in the field.
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Affiliation(s)
- Samantha Higgins
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
| | - Valeryia Serada
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
| | | | - Kiran R. Gadhave
- Texas A&M AgriLife Research, Amarillo, TX, United States
- Department of Entomology, Texas A&M University, College Station, TX, United States
| | - Dmitry Kurouski
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
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Bragard C, Baptista P, Chatzivassiliou E, Di Serio F, Gonthier P, Jaques Miret JA, Justesen AF, MacLeod A, Magnusson CS, Milonas P, Navas‐Cortes JA, Parnell S, Potting R, Reignault PL, Stefani E, Thulke H, Van der Werf W, Vicent Civera A, Yuen J, Zappalà L, Dehnen‐Schmutz K, Migheli Q, Vloutoglou I, Streissl F, Chiumenti M, Di Serio F, Rubino L, Reignault PL. Pest categorisation of High Plains wheat mosaic virus. EFSA J 2022; 20:e07302. [PMID: 35592019 PMCID: PMC9092486 DOI: 10.2903/j.efsa.2022.7302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
The EFSA Panel on Plant Health conducted a pest categorisation of High Plains wheat mosaic virus (HPWMoV) for the EU territory. The identity of HPWMoV, a member of the genus Emaravirus (family Fimoviridae), is well established and reliable identification methods are available. The pathogen is not included in the EU Commission Implementing Regulation 2019/2072. HPWMoV has been reported from Argentina, Australia, Canada, Ukraine and USA, and it is not known to be present in the EU. HPWMoV infects plant species of the family Poaceae (i.e. wheat, maize and several other cultivated or wild Poaceae species). It is the causal agent of High Plains disease of wheat and maize, inducing symptoms ranging from mild to severe mosaic, chlorosis and necrosis in wheat, and chlorotic streaks in maize plants. The virus is transmitted by the wheat curl mite Aceria tosichella, which is present in the EU. HPWMoV transmission via seeds was reported to occur in sweet corn. Sweet corn seeds for sowing were identified as the most relevant pathway for entry of HPWMoV into the EU. Seeds from other hosts and viruliferous wheat curl mites were identified as entry pathways associated with uncertainties. Machinery not appropriately cleaned may move infected seeds and/or parts of cereals infested by viruliferous mites. Cultivated and wild hosts of HPWMoV are distributed across the EU. Would the pest enter and establish in the EU territory, economic impact on the production of cultivated hosts is expected. Phytosanitary measures are available to prevent entry and spread of the virus in the EU. HPWMoV fulfils the criteria that are within the remit of EFSA to assess for it to be regarded as a potential Union quarantine pest.
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Tatineni S, Hein GL. High Plains wheat mosaic virus: An enigmatic disease of wheat and corn causing the High Plains disease. MOLECULAR PLANT PATHOLOGY 2021; 22:1167-1179. [PMID: 34375024 PMCID: PMC8435230 DOI: 10.1111/mpp.13113] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 06/10/2021] [Accepted: 07/13/2021] [Indexed: 05/03/2023]
Abstract
BRIEF HISTORY In 1993, severe mosaic and necrosis symptoms were observed on corn (maize) and wheat from several Great Plains states of the USA. Based on the geographical location of infections, the disease was named High Plains disease and the causal agent was tentatively named High Plains virus. Subsequently, researchers renamed this virus as maize red stripe virus and wheat mosaic virus to represent the host and symptom phenotype of the virus. After sequencing the genome of the pathogen, the causal agent of High Plains disease was officially named as High Plains wheat mosaic virus. Hence, High Plains virus, maize red stripe virus, wheat mosaic virus, and High Plains wheat mosaic virus (HPWMoV) are synonyms for the causal agent of High Plains disease. TAXONOMY High Plains wheat mosaic virus is one of the 21 definitive species in the genus Emaravirus in the family Fimoviridae. VIRION The genomic RNAs are encapsidated in thread-like nucleocapsids in double-membrane 80-200 nm spherical or ovoid virions. GENOME CHARACTERIZATION The HPWMoV genome consists of eight single-stranded negative-sense RNA segments encoding a single open reading frame (ORF) in each genomic RNA segment. RNA 1 is 6,981-nucleotide (nt) long, coding for a 2,272 amino acid protein of RNA-dependent RNA polymerase. RNA 2 is 2,211-nt long and codes for a 667 amino acid glycoprotein precursor. RNA 3 has two variants of 1,439- and 1,441-nt length that code for 286 and 289 amino acid nucleocapsid proteins, respectively. RNA 4 is 1,682-nt long, coding for a 364 amino acid protein. RNA 5 and RNA 6 are 1,715- and 1,752-nt long, respectively, and code for 478 and 492 amino acid proteins, respectively. RNA 7 and RNA 8 are 1,434- and 1,339-nt long, code for 305 and 176 amino acid proteins, respectively. BIOLOGICAL PROPERTIES HPWMoV can infect wheat, corn (maize), barley, rye brome, oat, rye, green foxtail, yellow foxtail, and foxtail barley. HPWMoV is transmitted by the wheat curl mite and through corn seed. DISEASE MANAGEMENT Genetic resistance against HPWMoV in wheat is not available, but most commercial corn hybrids are resistant while sweet corn varieties remain susceptible. Even though corn hybrids are resistant to virus, it still serves as a green bridge host that enables mites to carry the virus from corn to new crop wheat in the autumn. The main management strategy for High Plains disease in wheat relies on the management of green bridge hosts. Cultural practices such as avoiding early planting can be used to avoid mite buildup and virus infections.
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Affiliation(s)
- Satyanarayana Tatineni
- USDA‐ARS and Department of Plant PathologyUniversity of Nebraska‐LincolnLincolnNebraskaUSA
| | - Gary L. Hein
- Department of EntomologyUniversity of Nebraska‐LincolnLincolnNebraskaUSA
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Kiani M, Bryan B, Rush C, Szczepaniec A. Transcriptional Responses of Resistant and Susceptible Wheat Exposed to Wheat Curl Mite. Int J Mol Sci 2021; 22:ijms22052703. [PMID: 33800120 PMCID: PMC7962190 DOI: 10.3390/ijms22052703] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/01/2021] [Accepted: 03/02/2021] [Indexed: 12/04/2022] Open
Abstract
(1) Background: The wheat curl mite (Aceria tosichella Keifer) is a key pest of wheat (Triticum aestivum L.) worldwide. While a number of wheat cultivars resistant to the mites have been employed to minimize the impact on the yield and quality of grain, little is known regarding the mechanisms underlying host plant resistance. Therefore, the goal of this study was to explore changes in transcriptome of resistant and susceptible wheat in order to quantify the molecular changes that drive host plant resistance. (2) Methods: Two varieties, wheat curl mite-susceptible (Karl 92) and wheat curl mite-resistant (TAM112) wheat, both at 2-week postemergence, were used in this study. Half of the plants were exposed to wheat curl mite herbivory and half remained mite-free and served as controls. Transcriptome changes were quantified using RNA-seq and compared among treatments to identify genes and pathways affected by herbivores. (3) Results: We identified a number of genes and pathways involved in plant defenses against pathogens, herbivores, and abiotic stress that were differentially expressed in the resistant wheat exposed to wheat curl mite herbivory but were unaffected in the susceptible wheat. (4) Conclusions: Our outcomes indicated that resistant wheat counteracts wheat curl mite exposure through effective induction of genes and pathways that enhance its defense responses.
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Affiliation(s)
- Mahnaz Kiani
- Thegreencell, Inc., 15810 Gaither Drive, Gaithersburg, MD 20877, USA
- Correspondence:
| | - Becky Bryan
- Department of Plant Pathology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; (B.B.); (C.R.)
| | - Charles Rush
- Department of Plant Pathology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; (B.B.); (C.R.)
| | - Adrianna Szczepaniec
- Department of Entomology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; or
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Farber C, Bryan R, Paetzold L, Rush C, Kurouski D. Non-Invasive Characterization of Single-, Double- and Triple-Viral Diseases of Wheat With a Hand-Held Raman Spectrometer. FRONTIERS IN PLANT SCIENCE 2020; 11:01300. [PMID: 33013951 PMCID: PMC7495046 DOI: 10.3389/fpls.2020.01300] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 08/11/2020] [Indexed: 05/10/2023]
Abstract
Plant diseases can reduce crop yield by up to 100%. Therefore, timely and confirmatory diagnosis of plant diseases is strongly desired. Typical pathogen assaying methods include polymerase chain reaction (PCR) and enzyme-linked immunosorbent assay (ELISA). These approaches are quite useful but are also time-consuming and destructive to the sample. Raman spectroscopy (RS) is a modern analytical technique that enables non-invasive plant disease detection. In this study, we report on Raman-based detection of wheat diseases caused by wheat streak mosaic virus (WSMV) and barley yellow dwarf virus (BYDV). Our results show that RS can be used to differentiate between healthy wheat and wheat infected by these two viruses. We also show that RS can be used to identify whether wheat is infected by these individual viruses or by a combination of WSMV and BYDV, as well as WSMV, BYDV, and Triticum mosaic virus (TriMV). We found that wheat spectra showed non-linear spectroscopic responses to coinfection by different viruses. These results suggest that RS can be used to probe pathogen-specific changes in plant metabolism. The portable nature of this approach opens the possibility of RS directly in the field for confirmatory diagnostics of viral diseases.
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Affiliation(s)
- Charles Farber
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
| | - Rebecca Bryan
- Department of Plant Pathology, Texas A&M AgriLife Research and Extension Center at Amarillo, Amarillo, TX, United States
| | - Li Paetzold
- Department of Plant Pathology, Texas A&M AgriLife Research and Extension Center at Amarillo, Amarillo, TX, United States
| | - Charles Rush
- Department of Plant Pathology, Texas A&M AgriLife Research and Extension Center at Amarillo, Amarillo, TX, United States
| | - Dmitry Kurouski
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
- The Institute for Quantum Science and Engineering, Texas A&M University, College Station, TX, United States
- *Correspondence: Dmitry Kurouski,
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