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Jiang L, Wang Q, Kang ZH, Wen JX, Yang YB, Lu XJ, Guo W, Zhao D. Novel Environmentally Friendly RNAi Biopesticides: Targeting V-ATPase in Holotrichia parallela Larvae Using Layered Double Hydroxide Nanocomplexes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:11381-11391. [PMID: 38728113 DOI: 10.1021/acs.jafc.4c00084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
RNA interference (RNAi)-based biopesticides offer an attractive avenue for pest control. Previous studies revealed high RNAi sensitivity in Holotrichia parallela larvae, showcasing its potential for grub control. In this study, we aimed to develop an environmentally friendly RNAi method for H. parallela larvae. The double-stranded RNA (dsRNA) of the V-ATPase-a gene (HpVAA) was loaded onto layered double hydroxide (LDH). The dsRNA/LDH nanocomplex exhibited increased environmental stability, and we investigated the absorption rate and permeability of dsRNA-nanoparticle complexes and explored the RNAi controlling effect. Silencing the HpVAA gene was found to darken the epidermis of H. parallela larvae, with growth cessation or death or mortality, disrupting the epidermis and midgut structure. Quantitative reverse transcription-polymerase chain reaction and confocal microscopy confirmed the effective absorption of the dsRNA/LDH nanocomplex by peanut plants, with distribution in roots, stems, and leaves. Nanomaterial-mediated RNAi silenced the target genes, leading to the death of pests. Therefore, these findings indicate the successful application of the nanomaterial-mediated RNAi system for underground pests, thus establishing a theoretical foundation for developing a green, safe, and efficient pest control strategy.
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Affiliation(s)
- Li Jiang
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Qian Wang
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Zhan-Hai Kang
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Jing-Xin Wen
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Yu-Bo Yang
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Xiu-Jun Lu
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
| | - Wei Guo
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
- Graduate School of Chinese Academy of Agricultural Sciences, Beijing 100091, China
| | - Dan Zhao
- College of Plant Protection, Hebei Agricultural University, Baoding, Hebei 071001, China
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Xu C, Fu N, Cai X, Li Z, Bian L, Xiu C, Chen Z, Ma L, Luo Z. Identification of Candidate Genes Associated with Type-II Sex Pheromone Biosynthesis in the Tea Geometrid ( Ectropis obliqua) (Lepidoptera: Geometridae). INSECTS 2024; 15:276. [PMID: 38667406 PMCID: PMC11050716 DOI: 10.3390/insects15040276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/10/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024]
Abstract
Ectropis obliqua, a notorious tea pest, produces a Type-II sex pheromone blend for mate communication. This blend contains (Z,Z,Z)-3,6,9-octadecatriene, (Z,Z)-3,9-cis-6,7-epoxy-octadecadiene, and (Z,Z)-3,9-cis-6,7-epoxy-nonadecadiene. To elucidate the genes related to the biosynthesis of these sex pheromone components, transcriptome sequencing of the female E. obliqua pheromone gland and the abdomen without pheromone gland was performed. Comparative RNAseq analyses identified 52 putative genes, including 7 fatty acyl-CoA elongases (ELOs), 9 fatty acyl-CoA reductases (FARs), 1 decarbonylase (DEC), 3 lipophorins (LIPs), and 32 cytochrome P450 enzymes (CYPs). Tissue expression profiles revealed that two ELOs (ELO3 and ELO5), two FARs (FAR2 and FAR9), one DEC (CYP4G173), and one LIP (LIP1) displayed either abdomen-centric or -specific expression, suggesting potential roles in sex pheromone biosynthesis within the oenocytes of E. obliqua. Furthermore, the tissue expression patterns, combined with phylogenetic analysis, showed that CYP340BD1, which was expressed specifically and predominantly only in the pheromone gland, was clustered with the previously reported epoxidases, highlighting its potential role in the epoxidation of the unsaturated polytriene sex pheromone components. Collectively, our research provides valuable insights into the genes linked to sex pheromone biosynthesis.
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Affiliation(s)
- Changxia Xu
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
- College of Life Sciences, Jiangxi Science and Technology Normal University, Nanchang 330013, China
| | - Nanxia Fu
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Xiaoming Cai
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Zhaoqun Li
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Lei Bian
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Chunli Xiu
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Zongmao Chen
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
| | - Long Ma
- College of Life Sciences, Jiangxi Science and Technology Normal University, Nanchang 330013, China
| | - Zongxiu Luo
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (C.X.); (N.F.); (X.C.); (Z.L.); (L.B.); (C.X.); (Z.C.)
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, Hangzhou 310008, China
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Tang Y, Wu S, He H, Gao Q, Ding W, Xue J, Qiu L, Li Y. The CsmiR1579-CsKr-h1 module mediates rice stem borer development and reproduction: An effective target for transgenic insect-resistant rice. Int J Biol Macromol 2024; 254:127752. [PMID: 38287594 DOI: 10.1016/j.ijbiomac.2023.127752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 10/11/2023] [Accepted: 10/27/2023] [Indexed: 01/31/2024]
Abstract
The rice stem borer (RSB, Chilo suppressalis) is a significant agricultural pest that mainly depends on chemical control. However, it has grown to varied degrees of pesticide resistance, which poses a severe threat to rice production and emphasizes the need for safer, more efficient alternative pest management strategies. Here, in vitro and in vivo experiments analyses reveal miR-1579 binds to the critical transcription factor Krüppel homologue 1 (Kr-h1) and negatively regulates its expression. Overexpression of miR-1579 in larvae with significantly lower levels of Kr-h1 was associated with a decline in larval growth and survival. Furthermore, in female pupae, miR-1579 overexpression led to abnormalities in ovarian development, suggesting that targeting miR-1579 could be a potential management strategy against C. suppressalis. Therefore, we generated transgenic rice expressing miR-1579 and screened three lines that had a single copy of highly abundant mature miR-1579 transcripts. Expectedly, fed with transgenic miR-1579 rice lines were significantly lower survival rates in larvae and high levels of resistance to damage caused by C. suppressalis infestation. These findings suggest that miRNA-mediated RNAi could provide an effective and species-specific strategy for C. suppressalis control.
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Affiliation(s)
- Yan Tang
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China
| | - Shuang Wu
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China
| | - Hualiang He
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China
| | - Qiao Gao
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China
| | - Wenbing Ding
- National Research Center of Engineering & Technology for Utilization of Botanical Functional Ingredients, Hunan Agricultural University, Changsha 410128, China; Hunan Provincial Engineering & Technology Research Center for Biopesticide and Formulation Processing, Changsha 410128, China
| | - Jin Xue
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China
| | - Lin Qiu
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China.
| | - Youzhi Li
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests, College of Plant Protection, Hunan Agricultural University, Changsha 410128, China; National Research Center of Engineering & Technology for Utilization of Botanical Functional Ingredients, Hunan Agricultural University, Changsha 410128, China.
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Xiang X, Liu S, Li H, Danso Ofori A, Yi X, Zheng A. Defense Strategies of Rice in Response to the Attack of the Herbivorous Insect, Chilo suppressalis. Int J Mol Sci 2023; 24:14361. [PMID: 37762665 PMCID: PMC10531896 DOI: 10.3390/ijms241814361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Chilo suppressalis is a notorious pest that attacks rice, feeding throughout the entire growth period of rice and posing a serious threat to rice production worldwide. Due to the boring behavior and overlapping generations of C. suppressalis, the pest is difficult to control. Moreover, no rice variety with high resistance to the striped stem borer (SSB) has been found in the available rice germplasm, which also poses a challenge to controlling the SSB. At present, chemical control is widely used in agricultural production to manage the problem, but its effect is limited and it also pollutes the environment. Therefore, developing genetic resistance is the only way to avoid the use of chemical insecticides. This article primarily focuses on the research status of the induced defense of rice against the SSB from the perspective of immunity, in which plant hormones (such as jasmonic acid and ethylene) and mitogen-activated protein kinases (MAPKs) play an important role in the immune response of rice to the SSB. The article also reviews progress in using transgenic technology to study the relationship between rice and the SSB as well as exploring the resistance genes. Lastly, the article discusses prospects for future research on rice's resistance to the SSB.
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Affiliation(s)
| | | | | | | | | | - Aiping Zheng
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu 611130, China; (X.X.); (S.L.); (H.L.); (A.D.O.); (X.Y.)
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Wu Y, Weng Z, Yan H, Yao Z, Li Z, Sun Y, Ma K, Hull JJ, Zhang D, Ma W, Hua H, Lin Y. The microRNA-7322-5p/p38/Hsp19 axis modulates Chilo suppressalis cell-defences against Cry1Ca: an effective target for a stacked transgenic rice approach. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:1827-1838. [PMID: 37353991 PMCID: PMC10440986 DOI: 10.1111/pbi.14095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 04/08/2023] [Accepted: 05/16/2023] [Indexed: 06/25/2023]
Abstract
Bacillus thuringiensis (Bt)-secreted crystal (Cry) toxins form oligomeric pores in host cell membranes and are a common element in generating insect-resistant transgenic crops. Although Cry toxin function has been well documented, cellular defences against pore-formation have not been as well developed. Elucidation of the processes underlying this defence, however, could contribute to the development of enhanced Bt crops. Here, we demonstrate that Cry1Ca-mediated downregulation of microRNA-7322-5p (miR-7322-5p), which binds to the 3' untranslated region of p38, negatively regulates the susceptibility of Chilo suppressalis to Cry1Ca. Moreover, Cry1Ca exposure enhanced phosphorylation of Hsp19, and hsp19 downregulation increased susceptibility to Cry1Ca. Further, Hsp19 phosphorylation occurs downstream of p38, and pull-down assays confirmed the interactions between Hsp19 and Cry1Ca, suggesting that activation of Hsp19 by the miR-7322-5p/p38/Hsp19 pathway promotes Cry1Ca sequestration. To assess the efficacy of targeting this pathway in planta, double-stranded RNA (dsRNA) targeting C. suppressalis p38 (dsp38) was introduced into a previously generated cry1Ca-expressing rice line (1CH1-2) to yield a single-copy cry1Ca/dsp38 rice line (p38-rice). Feeding on this rice line triggered a significant reduction in C. suppressalis p38 expression and the line was more resistant to C. suppressalis than 1CH1-2 in both short term (7-day) and continuous feeding bioassays as well as field trials. These findings provide new insights into invertebrate epithelium cellular defences and demonstrate a potential new pyramiding strategy for Bt crops.
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Affiliation(s)
- Yan Wu
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Zijin Weng
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Life Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Haixia Yan
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Life Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Zhuotian Yao
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Zhenzhen Li
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Yajie Sun
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Kangsheng Ma
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - J. Joe Hull
- U.S. Arid Land Agricultural Research Center, Department of AgricultureU.S. Agricultural Research ServiceMaricopaArizonaUSA
| | - Delin Zhang
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Life Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Weihua Ma
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Hongxia Hua
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
| | - Yongjun Lin
- National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research, Hubei Hongshan LaboratoryHuazhong Agricultural UniversityWuhanHubeiChina
- College of Life Science and TechnologyHuazhong Agricultural UniversityWuhanHubeiChina
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Ye Z, Lu R, Li C, Yang D, Zeng Z, Lin W, Cheng J, Yang Z, Wang L, Gao Y, Huang S, Zhang X, Li S. Haplotype-resolved and chromosome-level genome assembly of Colorado potato beetle. J Genet Genomics 2023:S1673-8527(23)00092-9. [PMID: 37080287 DOI: 10.1016/j.jgg.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/16/2023] [Accepted: 04/06/2023] [Indexed: 04/22/2023]
Affiliation(s)
- Ziqi Ye
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Ruirui Lu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Chao Li
- Key Laboratory of Prevention and Control of Invasive Alien Species in Agriculture & Forestry of the North-western Desert Oasis, Ministry of Agriculture and Rural Affairs, College of Agronomy, Xinjiang Agricultural University, Urumqi, Xinjiang Uygur Autonomous Region 830052, China
| | - Doudou Yang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Zhuozhen Zeng
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China; School of Life Sciences, Henan University, Kaifeng 475004, China; Shenzhen Research Institute of Henan University, Shenzhen, Guangdong 518000, China
| | - Weichao Lin
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Jie Cheng
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Zhongmin Yang
- College of Horticulture, Xinjiang Agricultural University, Urumuqi, Xinjiang Uygur Autonomous Region 830052, China
| | - Li Wang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China
| | - Yulin Gao
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Sanwen Huang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China; Chinese Academy of Tropical Agricultural Sciences, Haikou, Hainan 571101, China
| | - Xingtan Zhang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China.
| | - Suhua Li
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Chinese Academy of Agricultural Sciences, Shenzhen, Guangdong 518000, China.
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