Particle and Fibre Toxicology | |
De novo transcriptome sequencing and sequence analysis of the malaria vector Anopheles sinensis (Diptera: Culicidae) | |
Yanfei Che1  Wenbo Fu1  Zhentian Yan1  Liang Qiao1  Qiyi He1  Yao Tang1  Fengling Si1  Wanshun Li2  Zhengbo He1  Yu-Juan Zhang1  Bin Chen1  | |
[1] Institute of Entomology and Molecular Biology, College of Life Sciences, Chongqing Normal University, Chongqing, P R, China;BGI-Shenzhen, Shenzhen, P R, China | |
关键词: Vector control; Malaria; Simple sequence repeat; Codon usage bias; RNA-Seq; Transcriptome; Anopheles sinensis; | |
Others : 1183565 DOI : 10.1186/1756-3305-7-314 |
|
received in 2014-02-15, accepted in 2014-06-23, 发布年份 2014 | |
【 摘 要 】
Background
Anopheles sinensis is the major malaria vector in China and Southeast Asia. Vector control is one of the most effective measures to prevent malaria transmission. However, there is little transcriptome information available for the malaria vector. To better understand the biological basis of malaria transmission and to develop novel and effective means of vector control, there is a need to build a transcriptome dataset for functional genomics analysis by large-scale RNA sequencing (RNA-seq).
Methods
To provide a more comprehensive and complete transcriptome of An. sinensis, eggs, larvae, pupae, male adults and female adults RNA were pooled together for cDNA preparation, sequenced using the Illumina paired-end sequencing technology and assembled into unigenes. These unigenes were then analyzed in their genome mapping, functional annotation, homology, codon usage bias and simple sequence repeats (SSRs).
Results
Approximately 51.6 million clean reads were obtained, trimmed, and assembled into 38,504 unigenes with an average length of 571 bp, an N50 of 711 bp, and an average GC content 51.26%. Among them, 98.4% of unigenes could be mapped onto the reference genome, and 69% of unigenes could be annotated with known biological functions. Homology analysis identified certain numbers of An. sinensis unigenes that showed homology or being putative 1:1 orthologues with genomes of other Dipteran species. Codon usage bias was analyzed and 1,904 SSRs were detected, which will provide effective molecular markers for the population genetics of this species.
Conclusions
Our data and analysis provide the most comprehensive transcriptomic resource and characteristics currently available for An. sinensis, and will facilitate genetic, genomic studies, and further vector control of An. sinensis.
【 授权许可】
2014 Chen et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150520081137714.pdf | 1962KB | download | |
Figure 6. | 120KB | Image | download |
Figure 5. | 47KB | Image | download |
Figure 4. | 81KB | Image | download |
Figure 3. | 75KB | Image | download |
Figure 2. | 85KB | Image | download |
Figure 1. | 32KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
【 参考文献 】
- [1]Chareonviriyaphap T, Bangs MJ, Ratanatham S: Status of malaria in Thailand. Southeast Asian J Trop Med Public Health 2000, 31(2):225-237.
- [2]Sinka ME, Bangs MJ, Manguin S, Chareonviriyaphap T, Patil AP, Temperley WH, Gething PW, Elyazar IR, Kabaria CW, Harbach RE, Hay SI: The dominant Anopheles vectors of human malaria in the Asia-Pacific region: occurrence data, distribution maps and bionomic precis. Parasit Vectors 2011, 4:89.
- [3]Goo YK, Seo EJ, Choi YK, Shin HI, Sattabongkot J, Ji SY, Chong CK, Cho SH, Lee WJ, Kim JY: First characterization of Plasmodium vivax liver stage antigen (PvLSA) using synthetic peptides. Parasit Vectors 2014, 7:64.
- [4]Zhu G, Xia H, Zhou H, Li J, Lu F, Liu Y, Cao J, Gao Q, Sattabongkot J: Susceptibility of Anopheles sinensis to Plasmodium vivax in malarial outbreak areas of central China. Parasit Vectors 2013, 6(1):176.
- [5]Toma T, Miyagi I, Tamashiro M, Tsuzuki A: Susceptibility of the mosquitoes Anopheles minimus, An. sinensis, and An. saperoi (Diptera: Culicidae) from the Ryukyu Archipelago, Japan, to the rodent malaria Plasmodium yoelii nigeriense. J Med Entomol 2002, 39(1):146-151.
- [6]Wu ZM, Zhu HM, Chang TX, SC L: [Investigation of mosquito abundance and composition around the Rare Birds National Nature Reserve of Yancheng, Jiangsu Province]. Zhongguo Ji Sheng Chong Xue Yu Ji Sheng Chong Bing Za Zhi 2007, 25(4):310-313.
- [7]Zhou SS, Huang F, Wang JJ, Zhang SS, Su YP, Tang LH: Geographical, meteorological and vectorial factors related to malaria re-emergence in Huang-Huai River of central China. Malar J 2010, 9:337.
- [8]Sleigh AC, Liu XL, Jackson S, Li P, Shang LY: Resurgence of vivax malaria in Henan Province, China. Bull World Health Organ 1998, 76(3):265-270.
- [9]Pan JY, Zhou SS, Zheng X, Huang F, Wang DQ, Shen YZ, Su YP, Zhou GC, Liu F, Jiang JJ: Vector capacity of Anopheles sinensis in malaria outbreak areas of central China. Parasit Vectors 2012, 5:136.
- [10]Liu XB, Liu QY, Guo YH, Jiang JY, Ren DS, Zhou GC, Zheng CJ, Zhang Y, Liu JL, Li ZF, Chen Y, Li HS, Morton LC, Li HZ, Li Q, Gu WD: The abundance and host-seeking behavior of culicine species (Diptera: Culicidae) and Anopheles sinensis in Yongcheng city, people’s Republic of China. Parasit Vectors 2011, 4:221. Available: http://www.parasitesandvectors.com/content/4/1/221 webcite Accessed 2013 March 29
- [11]Bonizzoni M, Afrane Y, Dunn WA, Atieli FK, Zhou G, Zhong D, Li J, Githeko A, Yan G: Comparative transcriptome analyses of deltamethrin-resistant and -susceptible anopheles gambiae mosquitoes from Kenya by RNA-Seq. PLoS One 2012, 7(9):e44607.
- [12]Li QJ, Duan JH, Hu GL, Yu LR, Yang WQ, Li LZ, Ouyang HK: [Epidemiological characteristics and control of filariasis in Hunan Province]. Zhongguo Ji Sheng Chong Xue Yu Ji Sheng Chong Bing Za Zhi 1990, 8(2):134-137.
- [13]Jin LZ, Xu JJ: Quantitative studies on the development of inoculated Brugia malayi microfilariae in Anopheles sinensis and Culex quinquefasciatus. Southeast Asian J Trop Med Public Health 1990, 21(3):418-423.
- [14]WHO: Global Malaria Program: Use of Indoor Residual Spraying for Scalling up Global Malaria Control and Elimination. Geneva: World Health Organization; [WHO Position Statement] Available at: http://whqlibdoc.who.int/hq/2006/WHO_HTM_MAL_2006.1112_eng.pdf webcite Accessed April 6, 2009 2006
- [15]Cui F, Raymond M, Qiao CL: Insecticide resistance in vector mosquitoes in China. Pest Manag Sci 2006, 62:1013-1022.
- [16]Kim H, Baek JH, Lee WJ, Lee SH: Frequency detection of pyrethroid resistance allele in Anopheles sinensis populations by real-time PCR amplification of specific allele (rtPASA). Pestic Biochem Physiol 2007, 87:54-61.
- [17]Zhong D, Chang X, Zhou G, He Z, Fu F, Yan Z, Zhu G, Xu T, Bonizzoni M, Wang MH, Cui L, Zheng B, Chen B, Yan G: Relationship between knockdown resistance, metabolic detoxification and organismal resistance to pyrethroids in anopheles sinensis. PLoS One 2013, 8(2):e55475.
- [18]Jo YH, Lee YS, Kang SW, Kho WG, Park HS, Choi SH, Kim YJ, Hong YS, Noh MY, Oh SH, Kim I, Han YS: Bioinformatic analysis and annotation of expressed sequence tags (ESTs) generated from Anopheles sinensis mosquitoes challenged with apoptosis-inducing chemical, actinomycin-D. Entomological Research 2011, 41(2):53-59.
- [19]Wilhelm BT, Landry JR: RNA-Seq-quantitative measurement of expression through massively parallel RNA-sequencing. Methods 2009, 48(3):249-257.
- [20]Marioni JC, Mason CE, Mane SM, Stephens M, Gilad Y: RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays. Genome Res 2008, 18(9):1509-1517.
- [21]Simon SA, Zhai J, Nandety RS, McCormick KP, Zeng J, Mejia D, Meyers BC: Short-read sequencing technologies for transcriptional analyses. Annu Rev Plant Biol 2009, 60:305-333.
- [22]Zhang YJ, Hao Y, Si F, Ren S, Hu G, Shen L, Chen B: The de novo transcriptome and its analysis in the worldwide vegetable pest, Delia antiqua (diptera: anthomyiidae). G3 (Bethesda) 2014, 4(5):851-859.
- [23]Martin JA, Wang Z: Next-generation transcriptome assembly. Nat Rev Genet 2011, 12(10):671-682.
- [24]Pitts RJ, Rinker DC, Jones PL, Rokas A, Zwiebel LJ: Transcriptome profiling of chemosensory appendages in the malaria vector Anopheles gambiae reveals tissue- and sex-specific signatures of odor coding. BMC Genomics 2011, 12:271.
- [25]Bonizzoni M, Dunn WA, Campbell CL, Olson KE, Dimon MT, Marinotti O, James AA: RNA-seq analyses of blood-induced changes in gene expression in the mosquito vector species, Aedes aegypti. BMC Genomics 2011, 12:82.
- [26]Bonizzoni M, Dunn WA, Campbell CL, Olson KE, Marinotti O, James AA: Complex modulation of the aedes aegypti transcriptome in response to dengue virus infection. PLoS One 2012, 7(11):e50512.
- [27]Reid WR, Zhang L, Liu F, Liu N: The transcriptome profile of the mosquito Culex quinquefasciatus following permethrin selection. PLoS One 2012, 7(10):e47163.
- [28]Crawford JE, Guelbeogo WM, Sanou A, Traore A, Vernick KD, Sagnon N, Lazzaro BP: De novo transcriptome sequencing in Anopheles funestus using Illumina RNA-seq technology. PLoS One 2010, 5(12):e14202.
- [29]Martinez-Barnetche J, Gomez-Barreto RE, Ovilla-Munoz M, Tellez-Sosa J, Lopez DE, Dinglasan RR, Mohien CU, MacCallum RM, Redmond SN, Gibbons JG, Rokas A, Machado CA, Cazares-Raga FE, Gonzalez-Ceron L, Hernandez-Martinez S, Rodriguez Lopez MH: Transcriptome of the adult female malaria mosquito vector Anopheles albimanus. BMC Genomics 2012, 13:207.
- [30]Gibbons JG, Janson EM, Hittinger CT, Johnston M, Abbot P, Rokas A: Benchmarking next-generation transcriptome sequencing for functional and evolutionary genomics. Mol Biol Evol 2009, 26(12):2731-2744.
- [31]Zhao L, Zhang N, Ma PF, Liu Q, Li DZ, Guo ZH: Phylogenomic analyses of nuclear genes reveal the evolutionary relationships within the BEP clade and the evidence of positive selection in Poaceae. PLoS One 2013, 8(5):e64642.
- [32]Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q, Chen Z, Mauceli E, Hacohen N, Gnirke A, Rhind N, di Palma F, Birren BW, Nusbaum C, Lindblad-Toh K, Friedman N, Regev A: Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 2011, 29(7):644-652.
- [33]Zhou D, Zhang D, Ding G, Shi L, Hou Q, Ye Y, Xu Y, Zhou H, Xiong C, Li S, Yu J, Hong S, Yu X, Zou P, Chen C, Chang X, Wang W, LV Y, Sun Y, Ma L, Shen B, Zhu C: Genome sequence of Anopheles sinensis provides insight into genetics basis of mosquito competence for malaria parasites. BMC Genomics 2014, 15:42.
- [34]Kent WJ: BLAT–the BLAST-like alignment tool. Genome Res 2002, 12(4):656-664.
- [35]Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B: Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 2008, 5(7):621-628.
- [36]Iseli C, Jongeneel CV, Bucher P: ESTScan: a program for detecting, evaluating, and reconstructing potential coding regions in EST sequences. Proc Int Conf Intell Syst Mol Biol 1999, 7:138-148.
- [37]Conesa A, Gotz S, Garcia-Gomez JM, Terol J, Talon M, Robles M: Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 2005, 21(18):3674-3676.
- [38]Ye J, Fang L, Zheng H, Zhang Y, Chen J, Zhang Z, Wang J, Li S, Li R, Bolund L: WEGO: a web tool for plotting GO annotations. Nucleic Acids Res 2006, 34(Web Server issue):W293-W297.
- [39]Temnykh S, DeClerck G, Lukashova A, Lipovich L, Cartinhour S, McCouch S: Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. Genome Res 2001, 11(8):1441-1452.
- [40]Liu S, Li W, Wu Y, Chen C, Lei J: De novo transcriptome assembly in chili pepper (Capsicum frutescens) to identify genes involved in the biosynthesis of capsaicinoids. PLoS One 2013, 8(1):e48156.
- [41]Wu X, Fu Y, Yang D, Zhang R, Zheng W, Nie H, Xie Y, Yan N, Hao G, Gu X, Wang S, Peng X, Yang G: Detailed transcriptome description of the neglected cestode taenia multiceps. PLoS One 2012, 7(9):e45830.
- [42]Kanehisa M, Goto S, Kawashima S, Okuno Y, Hattori M: The KEGG resource for deciphering the genome. Nucleic Acids Res 2004, 32(Database issue):D277-D280.
- [43]Grimaldi D, Engel MS: Evolution of the Insects. Cambridge, UK: Cambridge University Press; 2005.
- [44]Angov E: Codon usage: nature’s roadmap to expression and folding of proteins. Biotechnol J 2011, 6(6):650-659.
- [45]Behura SK, Severson DW: Codon usage bias: causative factors, quantification methods and genome-wide patterns: with emphasis on insect genomes. Biol Rev Camb Philos Soc 2012, 88(1):49-61.
- [46]Behura SK, Severson DW: Comparative analysis of codon usage bias and codon context patterns between dipteran and hymenopteran sequenced genomes. PLoS One 2012, 7(8):e43111.
- [47]Fuglsang A: The ‘effective number of codons’ revisited. Biochem Biophys Res Commun 2004, 317(3):957-964.
- [48]Wright F: The’effective number of codons’ used in a gene. Gene 1990, 87(1):23-29.
- [49]Lithwick G, Margalit H: Hierarchy of sequence-dependent features associated with prokaryotic translation. Genome Res 2003, 13:2665-2673.
- [50]McHardy A, Puhler A, Kalinowski J, Meyer F: Comparing expression level-dependent features in codon usage with protein abundance: an analysis of’ predictive proteimics’. Proteomics 2004, 4:46-58.
- [51]Fuglsang A: Impact of bias discrepancy and amino acid usage on estimates of the effective number of codons used in a gene, and a test for selection on codon usage. Gene 2008, 410(1):82-88.
- [52]Hershberg R, Petrov DA: Selection on codon bias. Annu Rev Genet 2008, 42:287-299.
- [53]Behura SK, Severson DW: Coadaptation of isoacceptor tRNA genes and codon usage bias for translation efficiency in Aedes aegypti and Anopheles gambiae. Insect Mol Biol 2011, 20(2):177-187.
- [54]Pascual L, Jakubowska AK, Blanca JM, Canizares J, Ferre J, Gloeckner G, Vogel H, Herrero S: The transcriptome of Spodoptera exigua larvae exposed to different types of microbes. Insect Biochem Mol Biol 2012, 42(8):557-570.
- [55]Luikart G, England PR, Tallmon D, Jordan S, Taberlet P: The power and promise of population genomics: from genotyping to genome typing. Nat Rev Genet 2003, 4(12):981-994.
- [56]Zalapa JE, Cuevas H, Zhu H, Steffan S, Senalik D, Zeldin E, McCown B, Harbut R, Simon P: Using next-generation sequencing approaches to isolate simple sequence repeat (SSR) loci in the plant sciences. Am J Bot 2012, 99(2):193-208.
- [57]Hamarsheh O, Amro A: Characterization of simple sequence repeats (SSRs) from Phlebotomus papatasi (Diptera: Psychodidae) expressed sequence tags (ESTs). Parasit Vectors 2011, 4:189.
- [58]Hickner PV, Debruyn B, Lovin DD, Mori A, Saski CA, Severson DW: Enhancing genome investigations in the mosquito Culex quinquefasciatus via BAC library construction and characterization. BMC Res Notes 2011, 4:358.
- [59]Li B, Xia Q, Lu C, Zhou Z, Xiang Z: Analysis on frequency and density of microsatellites in coding sequences of several eukaryotic genomes. Genomics Proteomics Bioinformatics 2004, 2(1):24-31.
- [60]Bonizzoni M, Bourjea J, Chen B, Crain BJ, Cui L, Fiorentino V, Hartmann S, Hendricks S, Ketmaier V, Ma X, Muths D, Pavesi L, Pfautsch S, Rieger MA, Santonastaso T, Sattabongkot J, Taron CH, Taron DJ, Tiedemann R, Yan G, Zheng B, Zhong D: Permanent genetic resources added to molecular ecology resources database 1 April 2011–31 May 2011. Mol Ecol Resour 2011, 11(5):935-936.