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Lestari SM, Khatun MF, Acharya R, Sharma SR, Shrestha YK, Jahan SMH, Aye TT, Lynn OM, Win NKK, Hoat TX, Thi Dao H, Tsai CW, Lee J, Hwang HS, Kil EJ, Lee S, Kim SM, Lee KY. Genetic diversity of cryptic species of Bemisia tabaci in Asia. ARCHIVES OF INSECT BIOCHEMISTRY AND PHYSIOLOGY 2023; 112:e21981. [PMID: 36331499 DOI: 10.1002/arch.21981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 10/12/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
Bemisia tabaci is a species complex consisting of various genetically different cryptic species worldwide. To understand the genetic characteristics and geographic distribution of cryptic species of B. tabaci in Asia, we conducted an extensive collection of B. tabaci samples in ten Asian countries (Bangladesh, Indonesia, Japan, Korea, Myanmar, Nepal, Philippines, Singapore, Taiwan, and Vietnam) from 2013 to 2020 and determined 56 different partial sequences of mitochondrial cytochrome oxidase subunit I (COI) DNA. In addition, information on 129 COI sequences of B. tabaci identified from 16 Asian countries was downloaded from the GenBank database. Among the total 185 COI sequences of B. tabaci, the sequence variation reached to 19.68%. In addition, there were 31 cryptic species updated from 16 countries in Asia, that is, Asia I, Asia I India, Asia II (1-13), Asia III, Asia IV, Asia V, China 1-6, MEAM (1, 2, K), MED, Australia/Indonesia, Japan (1 and 2). Further, MED cryptic species consisted of 2 clades, Q1 and Q2. This study provides updated information to understand the genetic variation and geographic diversity of B. tabaci in Asia.
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Affiliation(s)
- Susanti Mugi Lestari
- Department of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea
| | - Mst Fatema Khatun
- Department of Entomology, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Dhaka, Bangladesh
| | - Rajendra Acharya
- Department of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea
| | - Sushant Raj Sharma
- Department of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea
| | | | - S M Hemayet Jahan
- Department of Entomology, Patuakhali Science and Technology University, Dumki, Patuakhali, Bangladesh
| | - Tin-Tin Aye
- Department of Entomology, Yezin Agricultural University, Yezin, Myanmar
| | - Ohn Mar Lynn
- Department of Entomology, Yezin Agricultural University, Yezin, Myanmar
| | - Nang Kyu Kyu Win
- Department of Plant Pathology, Yezin Agricultural University, Yezin, Myanmar
| | | | - Hang Thi Dao
- Plant Protection Research Institute, Ha Noi, Vietnam
| | - Chi-Wei Tsai
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Jangha Lee
- PT. Koreana Seed Indonesia, Kediri Jawa Timur, Indonesia
| | - Hwal-Su Hwang
- Department of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea
| | - Eui-Joon Kil
- Department of Plant Medicine, Andong National University, Andong, Republic of Korea
| | - Sukchan Lee
- Department of Integrative Biotechnology, Sunkyunkwan University, Suwon, Republic of Korea
| | - Sang-Mok Kim
- Plant Quarantine Technology Center, Animal and Plant Quarantine Agency, Gimcheon, Republic of Korea
| | - Kyeong-Yeoll Lee
- Department of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea
- Institute of Plant Medicine, Kyungpook National University, Daegu, Republic of Korea
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Fan ZY, Liu Y, He ZQ, Wen Q, Chen XY, Khan MM, Osman M, Mandour NS, Qiu BL. Rickettsia Infection Benefits Its Whitefly Hosts by Manipulating Their Nutrition and Defense. INSECTS 2022; 13:1161. [PMID: 36555070 PMCID: PMC9785894 DOI: 10.3390/insects13121161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/10/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
Endosymbionts play an essential role in the biology, physiology and immunity of insects. Many insects, including the whitefly Bemisia tabaci, are infected with the facultative endosymbiont Rickettsia. However, the mutualism between Rickettsia and its whitefly host remains unclear. This study investigated the biological and physiological benefits of Rickettsia infection to B. tabaci. Results revealed that infection of Rickettsia increased the fertility, the survival rate from nymph to adult and the number of female whiteflies. In addition, this facilitation caused a significant reduction in nymphal developmental duration but did not affect percentage rate of egg hatching. Rickettsia infected B. tabaci had significantly higher glycogen, soluble sugar and trehalose contents than Rickettsia negative B. tabaci individuals. Rickettsia also improved the immunity of its whitefly hosts. Rickettsia infested B. tabaci had lower mortality rates and higher semi-lethal concentrations (LC50) when exposed to the fungus Akanthomyces attenuatus and the insecticides imidacloprid and spirotetramat. The percentage of parasitism by Encarsia formosa was also reduced by Rickettsia infection. Overall, Rickettsia infection benefits B. tabaci by improving the nutritional composition of its host, and also protects B. tabaci by enhancing its resistance towards insecticides (imidacloprid and spirotetramat), entomopathogenic fungi (A. attenuatus) and its main parasitoid (E. formosa); all of which could significantly impact on current management strategies.
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Affiliation(s)
- Ze-Yun Fan
- Chongqing Key Laboratory of Vector Insects, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
- Engineering Research Center of Biocontrol, Ministry of Education Guangdong Province, South China Agricultural University, Guangzhou 510640, China
| | - Yuan Liu
- Chongqing Key Laboratory of Vector Insects, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Zi-Qi He
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Qin Wen
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Xin-Yi Chen
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Muhammad Musa Khan
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Mohamed Osman
- Department of Plant Protection, Faculty of Agriculture, Suez Canal University, Ismailia 41522, Egypt
| | - Nasser Said Mandour
- Department of Plant Protection, Faculty of Agriculture, Suez Canal University, Ismailia 41522, Egypt
| | - Bao-Li Qiu
- Chongqing Key Laboratory of Vector Insects, College of Life Sciences, Chongqing Normal University, Chongqing 401331, China
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
- Engineering Research Center of Biocontrol, Ministry of Education Guangdong Province, South China Agricultural University, Guangzhou 510640, China
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Leiva AM, Chittarath K, Lopez-Alvarez D, Vongphachanh P, Gomez MI, Sengsay S, Wang XW, Rodriguez R, Newby J, Cuellar WJ. Mitochondrial Genetic Diversity of Bemisia tabaci (Gennadius) (Hemiptera: Aleyrodidae) Associated with Cassava in Lao PDR. INSECTS 2022; 13:861. [PMID: 36292809 PMCID: PMC9604212 DOI: 10.3390/insects13100861] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 09/14/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Cassava Mosaic Disease (CMD) caused by Sri Lankan cassava mosaic virus (SLCMV), has rapidly spread in Southeast Asia (SEA) since 2016. Recently it has been documented in Lao PDR. Previous reports have identified whitefly species of B. tabaci as potential vectors of CMD in SEA, but their occurrence and distribution in cassava fields is not well known. We conducted a countrywide survey in Lao PDR for adult whiteflies in cassava fields, and determined the abundance and genetic diversity of the B. tabaci species complex using mitochondrial cytochrome oxidase I (mtCOI) sequencing. In order to expedite the process, PCR amplifications were performed directly on whitefly adults without DNA extraction, and mtCOI sequences obtained using nanopore portable-sequencing technology. Low whitefly abundances and two cryptic species of the B. tabaci complex, Asia II 1 and Asia II 6, were identified. This is the first work on abundance and genetic identification of whiteflies associated with cassava in Lao PDR. This study indicates currently only a secondary role for Asia II in spreading CMD or as a pest. Routine monitoring and transmission studies on Asia II 6 should be carried out to establish its potential role as a vector of SLCMV in this region.
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Affiliation(s)
- Ana M. Leiva
- Cassava Program, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), The Americas Hub, Km 17 Recta Cali-Palmira, Cali 763537, Colombia
| | - Khonesavanh Chittarath
- Plant Protection Center (PPC), Department of Agriculture, Ministry of Agriculture and Forestry, Vientiane P.O. Box 811, Laos
| | - Diana Lopez-Alvarez
- Department of Biological Sciences, Universidad Nacional de Colombia UNAL-Palmira, Palmira 763533, Colombia
| | - Pinkham Vongphachanh
- Plant Protection Center (PPC), Department of Agriculture, Ministry of Agriculture and Forestry, Vientiane P.O. Box 811, Laos
| | - Maria Isabel Gomez
- Cassava Program, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), The Americas Hub, Km 17 Recta Cali-Palmira, Cali 763537, Colombia
| | - Somkhit Sengsay
- Plant Protection Center (PPC), Department of Agriculture, Ministry of Agriculture and Forestry, Vientiane P.O. Box 811, Laos
| | - Xiao-Wei Wang
- Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Rafael Rodriguez
- Cassava Program, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), The Americas Hub, Km 17 Recta Cali-Palmira, Cali 763537, Colombia
| | - Jonathan Newby
- Cassava Program Asia Office, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), Laos Country Office, Vientiane P.O. Box 783, Laos
| | - Wilmer J. Cuellar
- Cassava Program, Crops for Nutrition and Health, International Center for Tropical Agriculture (CIAT), The Americas Hub, Km 17 Recta Cali-Palmira, Cali 763537, Colombia
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Barman M, Samanta S, Upadhyaya G, Thakur H, Chakraborty S, Samanta A, Tarafdar J. Unraveling the Basis of Neonicotinoid Resistance in Whitefly Species Complex: Role of Endosymbiotic Bacteria and Insecticide Resistance Genes. Front Microbiol 2022; 13:901793. [PMID: 35814684 PMCID: PMC9260502 DOI: 10.3389/fmicb.2022.901793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 05/25/2022] [Indexed: 11/13/2022] Open
Abstract
Bemisia tabaci (whitefly) is one of the most detrimental agricultural insect pests and vectors of many plant viruses distributed worldwide. Knowledge of the distribution patterns and insecticide resistance of this cryptic species is crucial for its management. In this study, genetic variation of mitochondrial cytochrome oxidase subunit 1 (MtCoI) gene of B. tabaci was analyzed followed by a study of the infection profile of various endosymbionts in 26 whitefly populations collected from West Bengal, India. Phylogenetic analysis revealed Asia I as the major cryptic species (65.38%), followed by Asia II 5, China 3, and Asia II 7, which were diversified into 20 different haplotypes. In addition to the primary endosymbiont (C. poriera), each of the four whitefly species showed a variable population of three secondary endosymbionts, majorly Arsenophonus with the highest infection rate (73.07%), followed by Wolbachia and Rickettsia. Further phylogenetic analyses revealed the presence of two subgroups of Arsenophonus, viz., A1 and A2, and one each in Wolbachia (W1) and Rickettsia (R3). Resistance to thiamethoxam, imidacloprid, and acetamiprid insecticides was analyzed for a clear picture of pesticide resistance status. The highest susceptibility was noted toward thiamethoxam (LC50 = 5.36 mg/L), followed by imidacloprid and acetamiprid. The whitefly population from Purulia and Hooghly districts bearing Asia II 7 and Asia II 5 cryptic species, respectively, shows maximum resistance. The differences in mean relative titer of four symbiotic bacteria among field populations varied considerably; however, a significant positive linear correlation was observed between the resistance level and relative titer of Arsenophonus and Wolbachia in the case of imidacloprid and thiamethoxam, while only Wolbachia was found in case of acetamiprid. Expression analysis demonstrated differential upregulation of insecticide resistance genes with Purulia and Hooghly populations showing maximally upregulated P450 genes. Moreover, thiamethoxam and imidacloprid resistance ratio (RR) showed a significant correlation with CYP6CM1, CYP6DZ7, and CYP4C64 genes, while acetamiprid RR correlated with CYP6CX1, CYP6DW2, CYP6DZ7, and CYP4C64 genes. Taken together, these findings suggested that P450 mono-oxygenase and symbiotic bacteria together affected whitefly resistance to neonicotinoids. Hence, a symbiont-oriented management programme could be a better alternative to control or delay resistance development in whitefly and can be used for pesticide clean-up in an agricultural field.
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Affiliation(s)
- Mritunjoy Barman
- Department of Agricultural Entomology, Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, India
| | - Snigdha Samanta
- Department of Agricultural Entomology, Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, India
| | - Gouranga Upadhyaya
- Department of Biological Sciences, Indian Institute of Science Education and Research Kolkata, Kolkata, India
- *Correspondence: Gouranga Upadhyaya
| | - Himanshu Thakur
- Department of Entomology, C.S.K. Himachal Pradesh Krishi Vishvavidyalaya, Palampur, India
| | - Swati Chakraborty
- Department of Plant Pathology, Bidhan Chandra Krishi Viswavidyalaya, Nadia, India
| | - Arunava Samanta
- Department of Agricultural Entomology, Bidhan Chandra Krishi Viswavidyalaya, Mohanpur, India
| | - Jayanta Tarafdar
- Department of Plant Pathology, Bidhan Chandra Krishi Viswavidyalaya, Nadia, India
- Jayanta Tarafdar
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Bemisia tabaci in Java, Indonesia: genetic diversity and the relationship with secondary endosymbiotic bacteria. Symbiosis 2021. [DOI: 10.1007/s13199-021-00752-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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Khatun MF, Hwang HS, Shim JK, Kil EJ, Lee S, Lee KY. Identification of begomoviruses from different cryptic species of Bemisia tabaci in Bangladesh. Microb Pathog 2020; 142:104069. [PMID: 32061918 DOI: 10.1016/j.micpath.2020.104069] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 01/20/2020] [Accepted: 02/12/2020] [Indexed: 11/21/2022]
Abstract
Bemisia tabaci is a global species complex consisting of at least 40 cryptic species. It is also a vector for at least 100 species of begomovirus, many of which cause severe crop damage. The relationship between begomoviruses and cryptic species of the B. tabaci species complex, however, remains unclear. Our previous study [13] was identified four cryptic species (Asia I, Asia II 1, Asia II 5, and Asia II 10) of B. tabaci from Bangladesh. Using those 110 whitefly samples, vector-based PCR analysis identified 8 different begomovirus species: BYVMV, BGYVV, OELCV, SLCCV, SLCV, TbCSV, ToLCBV, and ToLCNDV. The overall rate of virus infection was 26.4%, and BYVMV and ToLCNDV were the most frequently detected in the B. tabaci vector. Virus infection rates for Asia I, Asia II 1, Asia II 5, and Asia II 10 were 22.4% (15/67), 35% (7/20), 27.3% (6/22), and 100% (1/1), respectively. Each cryptic species infected multiple virus species, but SLCCV, TbCSV, and BGYVV were each only detected in, Asia I, Asia II 1, and Asia II 5, respectively. This study demonstrates the geographic distribution of various begomoviruses in Bangladesh and their relationships with cryptic species of B. tabaci.
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Affiliation(s)
- Mst Fatema Khatun
- Division of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea; Department of Entomology, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Dhaka, Bangladesh
| | - Hwal-Su Hwang
- Division of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea; Institute of Plant Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jae-Kyoung Shim
- Division of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea; Institute of Plant Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Eui-Joon Kil
- Department of Genetic Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Sukchan Lee
- Department of Genetic Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Kyeong-Yeoll Lee
- Division of Applied Biosciences, College of Agriculture and Life Sciences, Kyungpook National University, Daegu, Republic of Korea; Institute of Plant Medicine, Kyungpook National University, Daegu, Republic of Korea; Institute of Agricultural Science and Technology, Kyungpook National University, Daegu, Republic of Korea.
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Misaka BC, Wosula EN, Marchelo-d’Ragga PW, Hvoslef-Eide T, Legg JP. Genetic Diversity of Bemisia tabaci (Gennadius) (Hemiptera: Aleyrodidae) Colonizing Sweet Potato and Cassava in South Sudan. INSECTS 2020; 11:insects11010058. [PMID: 31963536 PMCID: PMC7022610 DOI: 10.3390/insects11010058] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 01/09/2020] [Accepted: 01/10/2020] [Indexed: 01/13/2023]
Abstract
Bemisia tabaci (Gennadius) is a polyphagous, highly destructive pest that is capable of vectoring viruses in most agricultural crops. Currently, information regarding the distribution and genetic diversity of B. tabaci in South Sudan is not available. The objectives of this study were to investigate the genetic variability of B. tabaci infesting sweet potato and cassava in South Sudan. Field surveys were conducted between August 2017 and July and August 2018 in 10 locations in Juba County, Central Equatoria State, South Sudan. The sequences of mitochondrial DNA cytochrome oxidase I (mtCOI) were used to determine the phylogenetic relationships between sampled B. tabaci. Six distinct genetic groups of B. tabaci were identified, including three non-cassava haplotypes (Mediterranean (MED), Indian Ocean (IO), and Uganda) and three cassava haplotypes (Sub-Saharan Africa 1 sub-group 1 (SSA1-SG1), SSA1-SG3, and SSA2). MED predominated on sweet potato and SSA2 on cassava in all of the sampled locations. The Uganda haplotype was also widespread, occurring in five of the sampled locations. This study provides important information on the diversity of B. tabaci species in South Sudan. A comprehensive assessment of the genetic diversity, geographical distribution, population dynamics, and host range of B. tabaci species in South Sudan is vital for its effective management.
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Affiliation(s)
- Beatrice C. Misaka
- Department of Agricultural Science, School of Natural Resources and Environmental Sciences, University of Juba, P.O. Box 82, Juba, South Sudan; (B.C.M.); (P.W.M.-d.)
- Department of Plant Sciences, Norwegian University of Life Sciences (NMBU), P.O. Box 5003, 1432 Ås, Norway
| | - Everlyne N. Wosula
- International Institute of Tropical Agriculture, P.O. Box 34441, Dar es Salaam, Tanzania; (E.N.W.); (J.P.L.)
| | - Philip W. Marchelo-d’Ragga
- Department of Agricultural Science, School of Natural Resources and Environmental Sciences, University of Juba, P.O. Box 82, Juba, South Sudan; (B.C.M.); (P.W.M.-d.)
| | - Trine Hvoslef-Eide
- Department of Plant Sciences, Norwegian University of Life Sciences (NMBU), P.O. Box 5003, 1432 Ås, Norway
- Correspondence: ; Tel.: +47-93433775
| | - James P. Legg
- International Institute of Tropical Agriculture, P.O. Box 34441, Dar es Salaam, Tanzania; (E.N.W.); (J.P.L.)
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Khatun MF, Shim JK, Lee KY. Genetic diversity and host relationships of endosymbiotic bacteria in the Asian cryptic species of Bemisia tabaci from Bangladesh. Symbiosis 2019. [DOI: 10.1007/s13199-019-00622-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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9
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Genetic diversity and host relationships of endosymbiotic bacteria in the Asian cryptic species of Bemisia tabaci from Bangladesh. Symbiosis 2019. [DOI: 10.1007/s13199-019-00625-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Islam T, Gupta DR, Surovy MZ, Mahmud NU, Mazlan N, Islam T. Identification and application of a fungal biocontrol agent Cladosporium cladosporioides against Bemisia tabaci. BIOTECHNOL BIOTEC EQ 2019. [DOI: 10.1080/13102818.2019.1695541] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Touhidul Islam
- Laboratory of Biotechnology, Institute of Biotechnology & Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
- Laboratory of SARD, School of Agriculture and Rural Development (SARD), Bangladesh Open University, Gazipur, Bangladesh
| | - Dipali Rani Gupta
- Laboratory of Biotechnology, Institute of Biotechnology & Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
| | - Musrat Zahan Surovy
- Laboratory of Biotechnology, Institute of Biotechnology & Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
| | - Nur Uddin Mahmud
- Laboratory of Biotechnology, Institute of Biotechnology & Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
| | - Norida Mazlan
- Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, UPM Serdang, Selangor, Malaysia
| | - Tofazzal Islam
- Laboratory of Biotechnology, Institute of Biotechnology & Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
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