DNA宏条形码技术在动植物法医鉴定中的应用进展

李磊, 蒋敬, 陈云霞

南京林业大学学报(自然科学版) ›› 2021, Vol. 45 ›› Issue (1) : 235-241.

PDF(1403 KB)
PDF(1403 KB)
南京林业大学学报(自然科学版) ›› 2021, Vol. 45 ›› Issue (1) : 235-241. DOI: 10.12302/j.issn.1000-2006.202005015
综合述评

DNA宏条形码技术在动植物法医鉴定中的应用进展

作者信息 +

Recent advances in the application of DNA metabarcoding technology in forensic identification of animals and plants

Author information +
文章历史 +

摘要

DNA宏条形码技术是随着2代高通量测序技术的发展而出现的一种物种鉴别技术。该技术结合了DNA条形码技术和高通量测序技术的优点,可以对混合样本中的多物种来源进行同步鉴定。本研究介绍DNA宏条形码技术的含义以及目前的应用需求,分析DNA宏条形码技术在食品、药品监管、打击野生动植物犯罪、刑事案件侦查等司法实践中的应用现状,总结和讨论DNA宏条形码技术应用于动植物法医鉴定领域所面临的问题与挑战,对该技术的发展及应用前景进行展望。目前DNA宏条形码技术已被应用于生命科学的多个领域,但在动植物法医鉴定中的应用仍在起步阶段,虽然现在还面临着许多挑战,但随着测序技术与生物技术的发展,DNA宏条形码技术一定会在动植物法医鉴定领域实现常规化应用,为野生动植物相关犯罪活动的打击、食品药品安全性与合法性的监管提供技术支持。

Abstract

DNA metabarcoding is a new technology for species identification that has emerged in recent years with the development of high-throughput sequencing techniques. This technology combines the advantages of DNA barcoding technology and high-throughput sequencing technology, which can simultaneously identify the source of multiple species in the mixed samples. This review introduces the definition of DNA metabarcoding technology and its current application requirements. Then, we review the application status of DNA metabarcoding technology in judicial practice, such as food and drug supervision, wildlife crime fighting and criminal investigations. Finally, we summarize the difficulties and challenges of metabarcoding in the field of forensic identification of animals and plants, and discuss the development and application prospects of this technology. At present, DNA metabarcoding technology has been applied in many fields of life sciences, but its use in the forensic identification of animals and plants is still in its early stage. Although it still faces many challenges, with the rapid development of sequencing technology and biotechnology, DNA metabarcoding technology will achieve routine applications in the field of forensic identification of animals and plants, providing technical support to combat wildlife-related criminals and supervise food and drug safety and legality.

关键词

DNA条形码 / DNA宏条形码 / 高通量测序 / 动植物物种鉴定

Key words

DNA barcoding / DNA metabarcoding / high-throughput generation sequencing / species identification of animals and plants

引用本文

导出引用
李磊, 蒋敬, 陈云霞. DNA宏条形码技术在动植物法医鉴定中的应用进展[J]. 南京林业大学学报(自然科学版). 2021, 45(1): 235-241 https://doi.org/10.12302/j.issn.1000-2006.202005015
LI Lei, JIANG Jing, CHEN Yunxia. Recent advances in the application of DNA metabarcoding technology in forensic identification of animals and plants[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY. 2021, 45(1): 235-241 https://doi.org/10.12302/j.issn.1000-2006.202005015
中图分类号: R89   

参考文献

[1]
SHOKRALLA S, SPALL J L, GIBSON J F, et al. Next-generation sequencing technologies for environmental DNA research[J]. Mol Ecol, 2012,21(8):1794-1805. DOI: 10.1111/j.1365-294x.2012.05538.x.
Since 2005, advances in next-generation sequencing technologies have revolutionized biological science. The analysis of environmental DNA through the use of specific gene markers such as species-specific DNA barcodes has been a key application of next-generation sequencing technologies in ecological and environmental research. Access to parallel, massive amounts of sequencing data, as well as subsequent improvements in read length and throughput of different sequencing platforms, is leading to a better representation of sample diversity at a reasonable cost. New technologies are being developed rapidly and have the potential to dramatically accelerate ecological and environmental research. The fast pace of development and improvements in next-generation sequencing technologies can reflect on broader and more robust applications in environmental DNA research. Here, we review the advantages and limitations of current next-generation sequencing technologies in regard to their application for environmental DNA analysis.
[2]
HEBERT P D N, CYWINSKA A, BALL S L, et al. Biological identifications through DNA barcodes[J]. Proceedings Biological sciences, 2003,270:313-321. DOI: 10.1098/rspb.2002.2218.
[3]
杨倩倩, 刘苏汶, 俞晓平. DNA条形码分析方法研究进展[J]. 应用生态学报, 2018,29(3):1006-1014.
YANG Q Q, LIU S W, YU X P. Research progress on DNA barcoding analysis methods[J]. Chinese J of App Ecol, 2018,29(3):1006-1014. DOI: 10.13287/j.1001-9332.201803.032.
[4]
RATNASINGHAM S, HEBERT P D N. BOLD: the barcode of life data system[J]. Molecular Ecology Notes, 2007,7(3):355-364. DOI: 10.1111/j.1471-8286.2007.01678.x.
The Barcode of Life Data System (bold) is an informatics workbench aiding the acquisition, storage, analysis and publication of DNA barcode records. By assembling molecular, morphological and distributional data, it bridges a traditional bioinformatics chasm. bold is freely available to any researcher with interests in DNA barcoding. By providing specialized services, it aids the assembly of records that meet the standards needed to gain BARCODE designation in the global sequence databases. Because of its web-based delivery and flexible data security model, it is also well positioned to support projects that involve broad research alliances. This paper provides a brief introduction to the key elements of bold, discusses their functional capabilities, and concludes by examining computational resources and future prospects.
[5]
凌胜男, 吴亚君, 韩建勋, 等. DNA条形码技术在深加工动物制品源性成分鉴定中的应用研究进展[J]. 肉类研究, 2017,31(1):48-54.
LING S N, WU Y J, HAN J X, et al. A review of recent advances in the application of dna barcoding in identification of animal species in highly processed animal-derived products[J]. Meat Research, 2017,31(1):48-54.DOI: 10.7506/rlyj1001-8123-201701009.
[6]
PALMER J D, HERBON L A. Plant mitochondrial DNA evolved rapidly in structure, but slowly in sequence[J]. J Mol Evol, 1988,28(1-2):87-97. DOI: 10.1007/bf02143500.
We examined the tempo and mode of mitochondrial DNA (mtDNA) evolution in six species of crucifers from two genera, Brassica and Raphanus. The six mtDNAs have undergone numerous internal rearrangements and therefore differ dramatically with respect to the sizes of their subgenomic circular chromosomes. Between 3 and 14 inversions must be postulated to account for the structural differences found between any two species. In contrast, these mtDNAs are extremely similar in primary sequence, differing at only 1-8 out of every 1000 bp. The point mutation rate in these plant mtDNAs is roughly 4 times slower than in land plant chloroplast DNA (cpDNA) and 100 times slower than in animal mtDNA. Conversely, the rate of rearrangements is extraordinarily faster in plant mtDNA than in cpDNA and animal mtDNA.
[7]
王沙沙. 冬虫夏草线粒体基因特异性片段筛选与PCR鉴定研究[D]. 成都:成都中医药大学, 2019.
WANG S S. The study of selecting mitochondrial gene specific fragments and PCR identification for Ophiocordyceps sinensis[D]. Chengdu:Chengdu University of Traditional Chinese Medicine, 2019. DOI: 10.26988/d.cnki.gcdzu.2019.000371.
[8]
辛天怡. 长白山区药用植物DNA条形码数据库构建及两种中成药生物组分监测研究[D]. 北京:北京协和医学院, 2019.
XIN T Y. Construction of DNA barcode database of medicinal plants in Changbai Mountain and monitoring of biological components of two Chinese patent medicine[D]. Beijing: Peking Union Medical College, 2019.
[9]
Plant Working Group. A DNA barcode for land plants[J]. Proceedings of the National Academy of Sciences, 2009,106(31):12794-12797. DOI: 10.1073/pnas.0905845106.
[10]
张柠, 赵斐, 杨朔, 等. DNA条形码技术在法医学中的研究进展[J]. 昆明医科大学学报, 2018,39(10):130-133.
ZHANG N, ZHAO F, YANG S, et al. Research progress of DNA barcoding technology in forensic medicine[J]. Journal of Kunming Medical University, 2018,39(10):130-133.
[11]
ANSORGE W J. Next-generation DNA sequencing techniques[J]. N Biotechnol, 2009,25:195-203. DOI: 10.1016/j.nbt.2008.12.009.
Next-generation high-throughput DNA sequencing techniques are opening fascinating opportunities in the life sciences. Novel fields and applications in biology and medicine are becoming a reality, beyond the genomic sequencing which was original development goal and application. Serving as examples are: personal genomics with detailed analysis of individual genome stretches; precise analysis of RNA transcripts for gene expression, surpassing and replacing in several respects analysis by various microarray platforms, for instance in reliable and precise quantification of transcripts and as a tool for identification and analysis of DNA regions interacting with regulatory proteins in functional regulation of gene expression. The next-generation sequencing technologies offer novel and rapid ways for genome-wide characterisation and profiling of mRNAs, small RNAs, transcription factor regions, structure of chromatin and DNA methylation patterns, microbiology and metagenomics. In this article, development of commercial sequencing devices is reviewed and some European contributions to the field are mentioned. Presently commercially available very high-throughput DNA sequencing platforms, as well as techniques under development, are described and their applications in bio-medical fields discussed.
[12]
岳桂东, 高强, 罗龙海, 等. 高通量测序技术在动植物研究领域中的应用[J]. 中国科学:生命科学, 2012,42(2):107-124.
YUE G D, GAO Q, LUO L H, et al. The application of high-throughput sequencing technology in plant and animal research[J]. SCIENTIA SINICA Vitae, 2012,42(2):107-124.DOI: 10.1360/052011-634.
[13]
张丁予, 章婷曦, 王国祥. 第二代测序技术的发展及应用[J]. 环境科学与技术, 2016,39(9):96-102.
ZHANG D Y, ZHANG T X, WANG G X. Development and application of second-generation sequencing technology[J]. Environmental Science & Technology, 2016,39(9):96-102. DOI: 10.3969/j.issn.1003-6504.2016.09.017.
[14]
LOMAN N J, MISRA R V, DALLMAN T J, et al. Performance comparison of benchtop high-throughput sequencing platforms[J]. Nat Biotechnol, 2012,30(5):434-439. DOI: 10.1038/nbt.2198.
Three benchtop high-throughput sequencing instruments are now available. The 454 GS Junior (Roche), MiSeq (Illumina) and Ion Torrent PGM (Life Technologies) are laser-printer sized and offer modest set-up and running costs. Each instrument can generate data required for a draft bacterial genome sequence in days, making them attractive for identifying and characterizing pathogens in the clinical setting. We compared the performance of these instruments by sequencing an isolate of Escherichia coli O104:H4, which caused an outbreak of food poisoning in Germany in 2011. The MiSeq had the highest throughput per run (1.6 Gb/run, 60 Mb/h) and lowest error rates. The 454 GS Junior generated the longest reads (up to 600 bases) and most contiguous assemblies but had the lowest throughput (70 Mb/run, 9 Mb/h). Run in 100-bp mode, the Ion Torrent PGM had the highest throughput (80-100 Mb/h). Unlike the MiSeq, the Ion Torrent PGM and 454 GS Junior both produced homopolymer-associated indel errors (1.5 and 0.38 errors per 100 bases, respectively).
[15]
SALIPANTE S J, KAWASHIMA T, ROSENTHAL C, et al. Performance comparison of illumina and ion torrent next-generation sequencing platforms for 16S rRNA-based bacterial community profiling[J]. Appl Environ Microbiol, 2014,80(24):7583-7591. DOI: 10.1128/aem.02206-14.
High-throughput sequencing of the taxonomically informative 16S rRNA gene provides a powerful approach for exploring microbial diversity. Here we compare the performances of two common
[16]
MARDIS E R. The impact of next-generation sequencing technology on genetics[J]. Trends in Genetics, 2008,24(3):133-141. DOI: 10.1016/j.tig.2007.12.007.
If one accepts that the fundamental pursuit of genetics is to determine the genotypes that explain phenotypes, the meteoric increase of DNA sequence information applied toward that pursuit has nowhere to go but up. The recent introduction of instruments capable of producing millions of DNA sequence reads in a single run is rapidly changing the landscape of genetics, providing the ability to answer questions with heretofore unimaginable speed. These technologies will provide an inexpensive, genome-wide sequence readout as an endpoint to applications ranging from chromatin immunoprecipitation, mutation mapping and polymorphism discovery to noncoding RNA discovery. Here I survey next-generation sequencing technologies and consider how they can provide a more complete picture of how the genome shapes the organism.
[17]
杜玲, 刘刚, 陆健, 等. 高通量测序技术的发展及其在生命科学中的应用[J]. 中国畜牧兽医, 2014(12):116-123.
DU L, LIU G, LU J, et al. Development of high-throughput sequencing technology and its application in bioscience[J]. Chinese Animal Husbandry & Veterinary Medicine, 2014(12):116-123.DOI: CNKI:SUN:GWXK.0.2014-12-028.
[18]
PROSSER S W J, HEBERT P D N. Rapid identification of the botanical and entomological sources of honey using DNA metabarcoding[J]. Food Chemistry, 2017,214:183-191. DOI: 10.1016/j.foodchem.2016.07.077.
Honey is generated by various bee species from diverse plants, and because the value of different types of honey varies more than 100-fold, it is a target for fraud. This paper describes a protocol that employs DNA metabarcoding of three gene regions (ITS2, rbcLa, and COI) to provide an inexpensive tool to simultaneously deliver information on the botanical and entomological origins of honey. This method was used to examine seven varieties of honey: light, medium, dark, blended, pasteurized, creamed, and meliponine. Plant and insect sources were identified in five samples, but only the botanical or insect source could be identified in the other two. Two samples were found to be misrepresented. Although this method was generally successful in determining both plant and insect sources, honeys rich in polyphenolic compounds or subject to crystallization were recalcitrant to analysis, so further research is required to combat honey adulteration and mislabeling.
[19]
邢冉冉, 吴亚君, 陈颖. 宏条形码技术在食品物种鉴定中的应用及展望[J]. 食品科学, 2018,39(13):280-288.
XING R R, WU Y J, CHEN Y. DNA metabarcoding in food species identification: current applications and future prospects[J]. Food Science, 2018,39(13):280-288. DOI: 10.7506/spkx1002-6630-201813042.
[20]
STEFANIE D, MARION B, THOMAS W, et al. Development of a DNA metabarcoding method for the identification of fifteen mammalian and six poultry species in food[J]. Food Chemistry, 2018:S030881461831433X-. DOI: 10.1016/j.foodchem.2018.08.032.
Selenium-enriched potato is a good supplement for selenium-deficient populations. This study evaluated the influence of two most common cooking methods, including boiling and frying, on selenium content, speciation, and in vitro bioaccessibility of selenium-biofortified potato tubers. After foliar application of 200 mug/mL sodium selenite, potato tubers with 1.33 mug Se/g were obtained. Peeling resulted in 53.4%-69.9% loss of selenium in tubers. The total selenium content decreased by approximately 43.3% after boiling, among which up to 38.5% of the lost selenium is found in the boiling water. Nearly 31.7% of selenium was lost via volatilization during frying. Both cooking methods significantly enhanced the bioaccessibility of Se(IV) in tubers. Whereas SeMeCys became less bioaccessible after boiling. SeMet and SeCys2 in fired tubers were not accessible after digestion. This study suggested that boiling is more appropriate for cooking selenium-enriched potatoes.
[21]
蔡一村, 林颖峥, 刘群秀, 等. 高通量二代测序基因条形码技术在动物源性制品物种鉴定中的应用[J]. 现代食品科技, 2020,36(3):252-259.
CAI Y C, LIN Y Z, LIU Q X, et al. Application of high-throughput sequencing and gene barcode technology in species identification of animal-derived products[J]. Modern Food Science and Technology, 2020,36(3):252-259. DOI: 10.13982/j.mfst.1673-9078.2020.3.033.
[22]
张恩迪, 李冰. 中药资源与濒危野生动植物保护[M]. 上海: 上海中医药大学出版社, 2004.
ZHANG E D, LI B. Traditional Chinese medicine resources and protection of endangered wildlife[M]. Shanghai: Shanghai University of Traditional Chinese Medicine Press, 2004.
[23]
MARTIJN S, ALFRED J A, BARBARA G, et al. Advances in DNA metabarcoding for food and wildlife forensic species identification[J]. Anal Bioanal Chem, 2016,408:4615-4630. DOI: 10.1007/s00216-016-9595-8
Species identification using DNA barcodes has been widely adopted by forensic scientists as an effective molecular tool for tracking adulterations in food and for analysing samples from alleged wildlife crime incidents. DNA barcoding is an approach that involves sequencing of short DNA sequences from standardized regions and comparison to a reference database as a molecular diagnostic tool in species identification. In recent years, remarkable progress has been made towards developing DNA metabarcoding strategies, which involves next-generation sequencing of DNA barcodes for the simultaneous detection of multiple species in complex samples. Metabarcoding strategies can be used in processed materials containing highly degraded DNA e.g. for the identification of endangered and hazardous species in traditional medicine. This review aims to provide insight into advances of plant and animal DNA barcoding and highlights current practices and recent developments for DNA metabarcoding of food and wildlife forensic samples from a practical point of view. Special emphasis is placed on new developments for identifying species listed in the Convention on International Trade of Endangered Species (CITES) appendices for which reliable methods for species identification may signal and/or prevent illegal trade. Current technological developments and challenges of DNA metabarcoding for forensic scientists will be assessed in the light of stakeholders' needs.
[24]
COGHLAN M L, HAILE J, HOUSTON J, et al. Deep sequencing of plant and animal DNA contained within traditional Chinese medicines reveals legality issues and health safety concerns[J]. PLoS Genetics, 2012,8(4):e1002657.DOI: 10.1371/journal.pgen.1002657.
Traditional Chinese medicine (TCM) has been practiced for thousands of years, but only within the last few decades has its use become more widespread outside of Asia. Concerns continue to be raised about the efficacy, legality, and safety of many popular complementary alternative medicines, including TCMs. Ingredients of some TCMs are known to include derivatives of endangered, trade-restricted species of plants and animals, and therefore contravene the Convention on International Trade in Endangered Species (CITES) legislation. Chromatographic studies have detected the presence of heavy metals and plant toxins within some TCMs, and there are numerous cases of adverse reactions. It is in the interests of both biodiversity conservation and public safety that techniques are developed to screen medicinals like TCMs. Targeting both the p-loop region of the plastid trnL gene and the mitochondrial 16S ribosomal RNA gene, over 49,000 amplicon sequence reads were generated from 15 TCM samples presented in the form of powders, tablets, capsules, bile flakes, and herbal teas. Here we show that second-generation, high-throughput sequencing (HTS) of DNA represents an effective means to genetically audit organic ingredients within complex TCMs. Comparison of DNA sequence data to reference databases revealed the presence of 68 different plant families and included genera, such as Ephedra and Asarum, that are potentially toxic. Similarly, animal families were identified that include genera that are classified as vulnerable, endangered, or critically endangered, including Asiatic black bear (Ursus thibetanus) and Saiga antelope (Saiga tatarica). Bovidae, Cervidae, and Bufonidae DNA were also detected in many of the TCM samples and were rarely declared on the product packaging. This study demonstrates that deep sequencing via HTS is an efficient and cost-effective way to audit highly processed TCM products and will assist in monitoring their legality and safety especially when plant reference databases become better established.
[25]
CHENG X W, SU X Q, CHEN X H, et al. Biological ingredient analysis of traditional Chinese medicine preparation based on high-throughput sequencing: the story for Liuwei Dihuang Wan[J]. Sci Rep, 2014(4):e5147. DOI: 10.1038/srep05147.
[26]
RACLARIU A C, MOCAN A, POPA M O, et al. Veronica officinalis product authentication using DNA metabarcoding and HPLC-MS reveals widespread adulteration with Veronica chamaedrys[J]. Front Pharmacol, 2017,8:378. DOI: 10.3389/fphar.2017.00378.
Studying herbal products derived from local and traditional knowledge and their value chains is one of the main challenges in ethnopharmacology. The majority of these products have a long history of use, but non-harmonized trade and differences in regulatory policies between countries impact their value chains and lead to concerns over product efficacy, safety and quality. Veronica officinalis L. (common speedwell), a member of Plantaginaceae family, has a long history of use in European traditional medicine, mainly in central eastern Europe and the Balkans. However, no specified control tests are available either to establish the quality of derived herbal products or for the discrimination of its most common substitute, V. chamaedrys L. (germander speedwell). In this study, we use DNA metabarcoding and high performance liquid chromatography coupled with mass spectrometry (HPLC-MS) to authenticate sixteen V. officinalis herbal products and compare the potential of the two approaches to detect substitution, adulteration and the use of unreported constituents. HPLC-MS showed high resolution in detecting phytochemical target compounds, but did not enable detection of specific plant species in the products. DNA metabarcoding detected V. officinalis in only 15% of the products, whereas it detected V. chamaedrys in 62% of the products. The results confirm that DNA metabarcoding can be used to test for the presence of Veronica species, and detect substitution and/or admixture of other Veronica species, as well as simultaneously detect all other species present. Our results confirm that none of the herbal products contained exactly the species listed on the label, and all included substitutes, contaminants or fillers. This study highlights the need for authentication of raw herbals along the value chain of these products. An integrative methodology can assess both the quality of herbal products in terms of target compound concentrations and species composition, as well as admixture and substitution with other chemical compounds and plants.
[27]
石林春, 刘金欣, 宋经元, 等. 基于DNA metabarcoding 技术的如意金黄散处方成分鉴定研究[J]. 中国科学: 生命科学, 2018,48(4):490-497.
SHI L C, LIU J X, SONG J Y, et al. DNA metabarcoding identification of prescription ingredients in traditional medicine Ruyi Jinhuang San[J]. Sci Sin Vitae, 2018,48(4):490-497.DOI: 10.1360/N052017-00204.
[28]
刘萌妍, 刘艳磊, 吴平, 等. 利用人体携带植物基因信息推断居住地[J]. 法医学杂志, 2019,35(6):710-715.
LIU M Y, LIU Y L, WU P, et al. Determination of place of residence using the gene information of plants carried by the human body[J]. Journal of Forensic Medicine, 2019,35(6):710-715.DOI: 10.12116/j.issn.1004-5619.2019.06.012.
[29]
BERNARDO G D, GAUDIO S D, GALDERISI U, et al. Comparative evaluation of different DNA extraction procedures from food samples[J]. Biotechnol Progr, 2007,23(2):297-301. DOI: 10.1021/bp060182m.
[30]
FERNANDES T J, OLIVEIRA M B P, MAFRA I. Tracing transgenic maize as affected by breadmaking process and raw material for the production of a traditional maize bread, broa[J]. Food Chem, 2013,138(1):687-692. DOI: 10.1016/j.foodchem.2012.10.068.
Broa is a maize bread highly consumed and appreciated, especially in the north and central zones of Portugal. In the manufacturing of broa, maize flour and maize semolina might be used, besides other cereals such as wheat and rye. Considering the needs for genetically modified organism (GMO) traceability in highly processed foods, the aim of this work was to assess DNA degradation, DNA amplification and GMO quantification along breadmaking process of broa. DNA degradation was noticed by its decrease of integrity after dough baking and in all parts of bread sampling. The PCR amplification results of extracted DNA from the three distinct maize breads (broa 1, 2 and 3) showed that sequences for maize invertase gene and for events MON810 and TC1507 were easily detected with strong products. Real-time PCR revealed that quantification of GMO was feasible in the three different breads and that sampling location of baked bread might have a limited influence since the average quantitative results of both events after baking were very close to the actual values in the case of broa I (prepared with maize semolina). In the other two maize breads subjected to the same baking treatment, the contents of MON810 maize were considerably underestimated, leading to the conclusion that heat-processing was not the responsible parameter for that distortion, but the size of particle and mechanical processing of raw maize play also a major role in GMO quantification. (C) 2012 Elsevier Ltd.
[31]
GRYSON N. Effect of food processing on plant DNA degradation and PCR-based GMO analysis: a review[J]. Anal Bioanal Chem, 2010,396(6):2003-2022. DOI: 10.1007/s00216-009-3343-2.
The applicability of a DNA-based method for GMO detection and quantification depends on the quality and quantity of the DNA. Important food-processing conditions, for example temperature and pH, may lead to degradation of the DNA, rendering PCR analysis impossible or GMO quantification unreliable. This review discusses the effect of several food processes on DNA degradation and subsequent GMO detection and quantification. The data show that, although many of these processes do indeed lead to the fragmentation of DNA, amplification of the DNA may still be possible. Length and composition of the amplicon may, however, affect the result, as also may the method of extraction used. Also, many techniques are used to describe the behaviour of DNA in food processing, which occasionally makes it difficult to compare research results. Further research should be aimed at defining ingredients in terms of their DNA quality and PCR amplification ability, and elaboration of matrix-specific certified reference materials.
[32]
马兰. DNA微型条形码和复合条形码研究进展[J]. 农业灾害研究, 2013,3(6):58-60,63.
MA L. Research progress in DNA minibarcoding and metabarcoding[J]. Journal of Agricultural Catastrophology, 2013,3(6):58-60,63. DOI: 10.19383/j.cnki.nyzhyj.2013.06.021.
[33]
高梓童. 中成药的DNA条形码鉴定: 从mini-barcode到meta-barcode[D]. 北京:北京协和医学院, 2019.
GAO Z T. DNA barcode identification of Chinese medicine: from mini-barcode to meta-barcode[D]. Beijing: Peking Union Medical College, 2019.
[34]
王荣亮, 段润平, 包丹, 等. 从物种识别到生物多样性评估: DNA条形码与DNA metabarcoding技术[J]. 生物学通报, 2016,51(4):10-13.
WANG R L, DUAN R P, BAO D, et al. From species identification to biodiversity assessment: DNA barcode and DNA metabarcoding technology[J]. Bulletin of Biology, 2016,51(4):10-13. DOI: CNKI:SUN:SWXT.0.2016-04-003.
[35]
COISSAC E, RIAZ T, PUILLANDRE N. Bioinformatic challenges for DNA metabarcoding of plants and animals[J]. Molecular Ecology, 2012,21(8):1834-1847. DOI: 10.1111/j.1365-294x.2012.05550.x.
Almost all empirical studies in ecology have to identify the species involved in the ecological process under examination. DNA metabarcoding, which couples the principles of DNA barcoding with next generation sequencing technology, provides an opportunity to easily produce large amounts of data on biodiversity. Microbiologists have long used metabarcoding approaches, but use of this technique in the assessment of biodiversity in plant and animal communities is under-explored. Despite its relationship with DNA barcoding, several unique features of DNA metabarcoding justify the development of specific data analysis methodologies. In this review, we describe the bioinformatics tools available for DNA metabarcoding of plants and animals, and we revisit others developed for DNA barcoding or microbial metabarcoding. We also discuss the principles and associated tools for evaluating and comparing DNA barcodes in the context of DNA metabarcoding, for designing new custom-made barcodes adapted to specific ecological question, for dealing with PCR and sequencing errors, and for inferring taxonomical data from sequences.
[36]
田李, 张颖, 赵云峰. 新一代测序技术的发展和应用[J]. 生物技术通报, 2015,31(11):1-8.
TIAN L, ZHANG Y, ZHAO Y F. The next generation sequencing technology and its applications[J]. Biotechnology Bulletin, 2015,31(11):1-8. DOI: 10.13560/j.cnki.biotech.bull.1985.2015.11.003.
[37]
ARULANDHU A J, STAATS M, HAGELAAR R, et al. Development and validation of a multi-locus DNA metabarcoding method to identify endangered species in complex samples[J]. Gigascience, 2017,6:1-18. DOI: 10.1093/gigascience/gix080.
The BAM and CRAM formats provide a supplementary linear index that facilitates rapid access to sequence alignments in arbitrary genomic regions. Comparing consecutive entries in a BAM or CRAM index allows one to infer the number of alignment records per genomic region for use as an effective proxy of sequence depth in each genomic region. Based on these properties, we have developed indexcov, an efficient estimator of whole-genome sequencing coverage to rapidly identify samples with aberrant coverage profiles, reveal large-scale chromosomal anomalies, recognize potential batch effects, and infer the sex of a sample. Indexcov is available at https://github.com/brentp/goleft under the MIT license.

基金

中央高校基本科研业务费资助项目(LGZD201908)
江苏省应用型本科院校建设与发展研究课题(2019yl05)
江苏省高校优秀科技创新团队项目
江苏高校“青蓝工程”项目

编辑: 刘昌来

版权

版权所有,未经授权,不得转载、摘编本刊文章,不得使用本刊的版式设计。
PDF(1403 KB)

Accesses

Citation

Detail

段落导航
相关文章

/