Article(id=1236367331908186436, tenantId=1146029695717560320, journalId=1235980609244409860, issueId=1236367331312595268, articleNumber=null, orderNo=null, doi=10.3969/j.issn.1000-2561.2023.04.003, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1656518400000, receivedDateStr=2022-06-30, revisedDate=1658073600000, revisedDateStr=2022-07-18, acceptedDate=null, acceptedDateStr=null, onlineDate=1772702542520, onlineDateStr=2026-03-05, pubDate=1682352000000, pubDateStr=2023-04-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1772702542520, onlineIssueDateStr=2026-03-05, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1772702542520, creator=13701087609, updateTime=1772702542520, updator=13701087609, issue=Issue{id=1236367331312595268, tenantId=1146029695717560320, journalId=1235980609244409860, year='2023', volume='44', issue='4', pageStart='661', pageEnd='866', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1772702542379, creator=13701087609, updateTime=1772702636855, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1236367727644955170, tenantId=1146029695717560320, journalId=1235980609244409860, issueId=1236367331312595268, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1236367727644955171, tenantId=1146029695717560320, journalId=1235980609244409860, issueId=1236367331312595268, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=681, endPage=688, ext={EN=ArticleExt(id=1236367332168233287, articleId=1236367331908186436, tenantId=1146029695717560320, journalId=1235980609244409860, language=EN, title=SSR and SNP/InDel Characteristics of Fruit Transcriptomic Data of Canarium album, columnId=1236256430337085821, journalTitle=Chinese Journal of Tropical Crops, columnName=Omics & Biotechnology, runingTitle=null, highlight=null, articleAbstract=

Simple sequence repeats (SSR) and single nucleotide polymorphism (SNP) markers have been confirmed to be high sensitivity and specificity. Development of molecular markers related to different types of fruit quality traits of Canarium album (Lour.) Raeusch. can provide reference for its molecular assisted breeding to a considerable extent. The fully mature fruits of C. album cv. Changying and Huiyuan were collected to use as materials. After total RNA extraction and cDNA library construction, the transcriptome was sequenced on the Illumina Novaseq platform, and the SSR, SNP and InDel loci characteristics of the transcriptome were analyzed by MISA 1.0 and GATK3 software. Results showed that a total of 13 935 SSR loci were identified from 10 124 unigenes of C. album fruit transcriptome, the average 1 kb sequence appeared 0.25 SSR loci, the frequency and average length was 22.98% and 14.34 bp, respectively. Among them, the single base repeat type had the largest number of SSR loci (accounting for 66.80%), with a length of 10-64 bp, and an average length of 12.85 bp, the repeat times of repeat motifs were concentrated in 9-12, and the motif with the highest frequency was A/T (accounting for 66.67%). The number of SSR loci of six base repeat motif type was the least (0.47%), the length was 30-54 bp, which average length was 31.76 bp, the number of motif repeats was concentrated in 5-8 times, and the motif with the highest frequency was AGATGG/ATCTCC (0.04%). A total of 284 992 SNP loci were detected in the transcriptome of C. album fruit, the average 1 kb sequence contained 5.21 SNP loci; Among them, the number of SNP loci of transformation type was 166 162, including C/T and A/G. The number of SNP loci of transversion type was 118 830, including A/T, A/C, T/G and C/G. In addition, 18 548 InDel loci were found in the transcriptome of C. album fruit, the average 1 kb sequence existed 2.95 InDel loci. The number of unigenes containing one InDel locus was the largest. It was predicted that the unigene containing the most InDel loci might be the callose synthase gene. These results showed that SSR and SNP/InDel markers could be effectively developed through RNA-seq. The SSR loci and SNP/InDel loci were widely distributed in C. album fruits with different quality traits. The results would provide a data basis for the development of identification markers of C. album fruit traits.

, correspAuthors=Rujian WU, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=null, fund=null, authors=null, authorsList=Ruilian LAI, Chaogui SHEN, Xin FENG, Yiting CHEN, Xiaoxia WEI, Rujian WU), CN=ArticleExt(id=1236367332394725707, articleId=1236367331908186436, tenantId=1146029695717560320, journalId=1235980609244409860, language=CN, title=橄榄果实转录组SSR和SNP/InDel位点特征, columnId=1236256430517440904, journalTitle=热带作物学报, columnName=组学与生物技术, runingTitle=null, highlight=null, articleAbstract=

简单重复序列标记(simple sequence repeats, SSR)和单核苷酸多态性标记(single nucleotide polymorphism, SNP)具有高灵敏度和高特异性特征,挖掘不同类型橄榄果实性状相关分子标记可为其分子辅助育种提供参考。本研究以充分成熟的长营和惠圆橄榄果实为材料,经总RNA提取和cDNA文库构建后采用Illumina Novaseq平台进行转录组测序,并采用MISA 1.0和GATK3软件分析转录组的SSR、SNP和插入缺失标记(Indel)位点特征。结果在橄榄果实转录组的10 124条unigenes上鉴定到13 935个SSR位点,发生频率为22.98%,平均每1 kb序列出现0.25个SSR位点,平均长度为14.34 bp;其中,单碱基重复基元类型的SSR位点数量最多(占比66.80%),长度为10~64 bp,平均长度为12.85 bp,重复基元的重复次数集中在9~12次,频率最高的基元为A/T(占比66.67%);六碱基重复基元类型的SSR位点数量最少(占比0.47%),长度为30~54 bp,平均长度31.76 bp,基元重复次数集中在5~8次,频率最高的基元为AGATGG/ATCTCC(占0.04%)。在橄榄果实转录组中共检测到284 992个SNP位点,平均每1 kb序列含有5.21个;其中,转换类型的SNP位点数量为166 162,包括C/T和A/G两种;颠换类型的SNP位点数量为118 830,包括A/T、A/C、T/G和C/G四种。此外,橄榄果实转录组中共挖掘到18 548个InDel位点,平均每1 kb序列存在2.95个,其中含有1个InDel位点的unigenes数量最多(7853条);通过比对预测发现,含有最多InDel位点的unigene可能是胼胝质合成酶基因。研究结果表明,通过转录组测序可有效开发橄榄SSR和SNP/InDel标记,不同性状橄榄果实中存在丰富多样的SSR位点且广泛分布SNP/InDel位点。该研究结果为橄榄果实性状鉴定标记的开发提供数据基础。

, correspAuthors=吴如健, authorNote=null, correspAuthorsNote=
* 吴如健(WURujian),E-mail:
, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=azyjEpNoMbp7MQ7jXsEnJw==, magXml=wo81FbaXhDNGsQctWSPQVQ==, pdfUrl=null, pdf=iYLNDCJwijOe8m+BDqIW7w==, pdfFileSize=894243, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=IVEiCvY8LIPH/csYKvHYmw==, mapNumber=null, authorCompany=null, fund=null, authors=

赖瑞联(1990—),男,博士,助理研究员,研究方向:果树生物技术与遗传资源。

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赖瑞联(1990—),男,博士,助理研究员,研究方向:果树生物技术与遗传资源。

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赖瑞联(1990—),男,博士,助理研究员,研究方向:果树生物技术与遗传资源。

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橄榄果实转录组SSR和SNP/InDel位点特征
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赖瑞联 , 沈朝贵 , 冯新 , 陈义挺 , 韦晓霞 , 吴如健 *
热带作物学报 | 组学与生物技术 2023,44(4): 681-688
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热带作物学报 | 组学与生物技术 2023, 44(4): 681-688
橄榄果实转录组SSR和SNP/InDel位点特征
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赖瑞联, 沈朝贵, 冯新, 陈义挺, 韦晓霞, 吴如健*
作者信息
  • 福建省农业科学院果树研究所,福建福州 350013
  • 赖瑞联(1990—),男,博士,助理研究员,研究方向:果树生物技术与遗传资源。

通讯作者:

* 吴如健(WURujian),E-mail:
SSR and SNP/InDel Characteristics of Fruit Transcriptomic Data of Canarium album
Ruilian LAI, Chaogui SHEN, Xin FENG, Yiting CHEN, Xiaoxia WEI, Rujian WU*
Affiliations
  • Fruit Research Institute, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian 350013, China
出版时间: 2023-04-25 doi: 10.3969/j.issn.1000-2561.2023.04.003
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简单重复序列标记(simple sequence repeats, SSR)和单核苷酸多态性标记(single nucleotide polymorphism, SNP)具有高灵敏度和高特异性特征,挖掘不同类型橄榄果实性状相关分子标记可为其分子辅助育种提供参考。本研究以充分成熟的长营和惠圆橄榄果实为材料,经总RNA提取和cDNA文库构建后采用Illumina Novaseq平台进行转录组测序,并采用MISA 1.0和GATK3软件分析转录组的SSR、SNP和插入缺失标记(Indel)位点特征。结果在橄榄果实转录组的10 124条unigenes上鉴定到13 935个SSR位点,发生频率为22.98%,平均每1 kb序列出现0.25个SSR位点,平均长度为14.34 bp;其中,单碱基重复基元类型的SSR位点数量最多(占比66.80%),长度为10~64 bp,平均长度为12.85 bp,重复基元的重复次数集中在9~12次,频率最高的基元为A/T(占比66.67%);六碱基重复基元类型的SSR位点数量最少(占比0.47%),长度为30~54 bp,平均长度31.76 bp,基元重复次数集中在5~8次,频率最高的基元为AGATGG/ATCTCC(占0.04%)。在橄榄果实转录组中共检测到284 992个SNP位点,平均每1 kb序列含有5.21个;其中,转换类型的SNP位点数量为166 162,包括C/T和A/G两种;颠换类型的SNP位点数量为118 830,包括A/T、A/C、T/G和C/G四种。此外,橄榄果实转录组中共挖掘到18 548个InDel位点,平均每1 kb序列存在2.95个,其中含有1个InDel位点的unigenes数量最多(7853条);通过比对预测发现,含有最多InDel位点的unigene可能是胼胝质合成酶基因。研究结果表明,通过转录组测序可有效开发橄榄SSR和SNP/InDel标记,不同性状橄榄果实中存在丰富多样的SSR位点且广泛分布SNP/InDel位点。该研究结果为橄榄果实性状鉴定标记的开发提供数据基础。

橄榄  /  转录组  /  简单重复序列  /  单核苷酸多态性  /  插入缺失标记

Simple sequence repeats (SSR) and single nucleotide polymorphism (SNP) markers have been confirmed to be high sensitivity and specificity. Development of molecular markers related to different types of fruit quality traits of Canarium album (Lour.) Raeusch. can provide reference for its molecular assisted breeding to a considerable extent. The fully mature fruits of C. album cv. Changying and Huiyuan were collected to use as materials. After total RNA extraction and cDNA library construction, the transcriptome was sequenced on the Illumina Novaseq platform, and the SSR, SNP and InDel loci characteristics of the transcriptome were analyzed by MISA 1.0 and GATK3 software. Results showed that a total of 13 935 SSR loci were identified from 10 124 unigenes of C. album fruit transcriptome, the average 1 kb sequence appeared 0.25 SSR loci, the frequency and average length was 22.98% and 14.34 bp, respectively. Among them, the single base repeat type had the largest number of SSR loci (accounting for 66.80%), with a length of 10-64 bp, and an average length of 12.85 bp, the repeat times of repeat motifs were concentrated in 9-12, and the motif with the highest frequency was A/T (accounting for 66.67%). The number of SSR loci of six base repeat motif type was the least (0.47%), the length was 30-54 bp, which average length was 31.76 bp, the number of motif repeats was concentrated in 5-8 times, and the motif with the highest frequency was AGATGG/ATCTCC (0.04%). A total of 284 992 SNP loci were detected in the transcriptome of C. album fruit, the average 1 kb sequence contained 5.21 SNP loci; Among them, the number of SNP loci of transformation type was 166 162, including C/T and A/G. The number of SNP loci of transversion type was 118 830, including A/T, A/C, T/G and C/G. In addition, 18 548 InDel loci were found in the transcriptome of C. album fruit, the average 1 kb sequence existed 2.95 InDel loci. The number of unigenes containing one InDel locus was the largest. It was predicted that the unigene containing the most InDel loci might be the callose synthase gene. These results showed that SSR and SNP/InDel markers could be effectively developed through RNA-seq. The SSR loci and SNP/InDel loci were widely distributed in C. album fruits with different quality traits. The results would provide a data basis for the development of identification markers of C. album fruit traits.

Canarium album  /  transcriptome  /  simple sequence repeats  /  single nucleotide polymorphism  /  InDel
赖瑞联, 沈朝贵, 冯新, 陈义挺, 韦晓霞, 吴如健. 橄榄果实转录组SSR和SNP/InDel位点特征. 热带作物学报, 2023 , 44 (4) : 681 -688 . DOI: 10.3969/j.issn.1000-2561.2023.04.003
Ruilian LAI, Chaogui SHEN, Xin FENG, Yiting CHEN, Xiaoxia WEI, Rujian WU. SSR and SNP/InDel Characteristics of Fruit Transcriptomic Data of Canarium album[J]. Chinese Journal of Tropical Crops, 2023 , 44 (4) : 681 -688 . DOI: 10.3969/j.issn.1000-2561.2023.04.003
  • 福建省属公益类科研院所基本科研专项(2021R1028003; 2022R1028003)
  • 农业农村部物种品种资源保护(热带作物)项目(18220025)
2023年第44卷第4期
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doi: 10.3969/j.issn.1000-2561.2023.04.003
  • 接收时间:2022-06-30
  • 首发时间:2026-03-05
  • 出版时间:2023-04-25
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  • 收稿日期:2022-06-30
  • 修回日期:2022-07-18
基金
福建省属公益类科研院所基本科研专项(2021R1028003; 2022R1028003)
农业农村部物种品种资源保护(热带作物)项目(18220025)
作者信息
    福建省农业科学院果树研究所,福建福州 350013

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* 吴如健(WURujian),E-mail:
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2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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