Development of SSR markers based on transcriptome sequencing and genetic diversity analysis of Nainaiqingcai leaf mustard

doi:10.3969/j.issn.1004-1524.2021.09.08

Acta Agriculturae Zhejiangensis ›› 2021, Vol. 33 ›› Issue (9): 1640-1649.DOI: 10.3969/j.issn.1004-1524.2021.09.08

• Horticultural Science • Previous Articles Next Articles

Development of SSR markers based on transcriptome sequencing and genetic diversity analysis of Nainaiqingcai leaf mustard

MA Jie¹^,²(), QU Wen², CHEN Chunyan¹, WANG Lei², MA Jun¹, LIU Zhenshan², MA Wei¹, ZHOU Ping¹, HE Yuankuan¹, SUN Bo²^,^*()

1. Bijie Institute of Agricultural Science, Bijie 551700, China
2. College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China

Received:2020-11-05 Online:2021-09-25 Published:2021-10-09
Contact: SUN Bo

Abstract

Abstract:

In order to explore the diversity level of leaf mustard Nainaiqingcai (Brassica juncea L.), this study investigated the characteristics of simple sequence repeat markers (EST-SSR) based on transcriptome, and screened suitable EST-SSR primers for Nainaiqingcai mustard, and then analyzed the genetic diversity of Nainaiqingcai mustard. The results showed that a total of 46 386 unigenes were obtained based on the transcriptome sequencing data of the leaf mustard Nainaiqingcai. It was found that 18 720 SSR loci were in 13 544 unigene sequences, the frequency of SSR was 29.20%, and the average distribution was 2.73 kb, and the average distribution frequency was 40.36%. Single nucleotide SSR was the abundant, which accounted for 49.39% of the total SSR, followed by tri-nucleotide and di-nucleotide, which accounted for 25.44% and 24.13%, respectively. A/T, AG/CT and AAG/CTT were the dominant repeat types in single nucleotide, di-nucleotide and tri-nucleotide, respectively. Thirty varieties of Nainaiqingcai mustard and five other Brassica vegetables were collected as materials, and 17 pairs of polymorphic primers were selected from a total of 37 primers. A total of 135 polymorphic bands were obtained, and the polymorphism rate was 88.2%. The genetic diversity analysis showed: average number of alleles (N_a) was 5.705 9, average effective allele number (N_e) was 2.397 8, average diversity index (I) average was 1.036 1, average observed heterozygosity (H_o) was 0.312 1, average expected heterozygosity (H_e) was 0.530 0, and average Nei’s gene diversity was 0.521 9, indicating that the selected 17 pairs of SSR primers had good genetic diversity. Unweighted pair-group method with arithmetic means (UPGMA) cluster analysis showed that 30 varieties of Nainaiqingcai mustard could be divided into three groups at the genetic similarity coefficient of 0.677. In summary, the results provided primer supporting and technical reference for germplasm resource identification, genetic relationship analysis and molecular marker assisted breeding of leaf mustard Nainaiqingcai.

Key words: Nainaiqingcai mustard, molecular marker, transcriptome, genetic diversity

CLC Number:

S637.2

MA Jie, QU Wen, CHEN Chunyan, WANG Lei, MA Jun, LIU Zhenshan, MA Wei, ZHOU Ping, HE Yuankuan, SUN Bo. Development of SSR markers based on transcriptome sequencing and genetic diversity analysis of Nainaiqingcai leaf mustard[J]. Acta Agriculturae Zhejiangensis, 2021, 33(9): 1640-1649.

Figures/Tables 7

References 26

[1]	LIN P X, ZHANG F, MA J, et al. Analysis of glucosinolates in ‘Nainaiqingcai’ mustard under the alpine cold climate[J]. IOP Conference Series: Earth and Environmental Science, 2019, 358(2):022089.
[2]	MA J, QU W, WU R, et al. Analysis of main nutrients among different edible parts of ‘Nainaiqingcai’ mustard under the alpine cold climate[J]. IOP Conference Serie: Earth and Environmental Science, 2019, 300:052043.
[3]	程晓凤, 黄福江, 刘明典, 等. 454测序技术开发微卫星标记的研究进展[J]. 生物技术通报, 2011(8):82-90.
	CHENG X F, HUANG F J, LIU M D, et al. Development of microsatellite markers using 454 pyrosequencing[J]. Biotechnology Bulletin, 2011(8):82-90.(in Chinese with English abstract)
[4]	GARCIA-LOR A, CURK F, SNOUSSI-TRIFA H, et al. A nuclear phylogenetic analysis: SNPs, indels and SSRs deliver new insights into the relationships in the ‘true Citrus fruit trees’ group (Citrinae, Rutaceae) and the origin of cultivated species[J]. Annals of Botany, 2013, 111(1):1-19. DOI URL
[5]	程小毛, 黄晓霞. SSR标记开发及其在植物中的应用[J]. 中国农学通报, 2011, 27(5):304-307.
	CHENG X M, HUANG X X. Development and application of SSR markers in plants[J]. Chinese Agricultural Science Bulletin, 2011, 27(5):304-307.(in Chinese with English abstract)
[6]	POWELL W, MACHRAY G C, PROVAN J. Polymorphism revealed by simple sequence repeats[J]. Trends in Plant Science, 1996, 1(7):215-222. DOI URL
[7]	SCOTT K D, EGGLER P, SEATON G, et al. Analysis of SSRs derived from grape ESTs[J]. Theoretical and Applied Genetics, 2000, 100(5):723-726. DOI URL
[8]	张加强, 骆霞虹, 陈常理, 等. 叶用芥菜种质表型性状的遗传多样性分析[J]. 植物遗传资源学报, 2015, 16(3):535-540.
	ZHANG J Q, LUO X H, CHEN C L, et al. Diversity analysis of leaf mustard germplasms based on phenotypic traits[J]. Journal of Plant Genetic Resources, 2015, 16(3):535-540.(in Chinese with English abstract)
[9]	宋慧, 任锡亮, 张香琴. 芥菜种质资源分子聚类分析[J]. 浙江农业科学, 2019, 60(2):226-228.
	SONG H, REN X L, ZHANG X Q. Molecular cluster analysis of Brassica juncea germplasm resources[J]. Journal of Zhejiang Agricultural Sciences, 2019, 60(2):226-228.(in Chinese)
[10]	颜新林, 管中荣, 温雯, 等. 基于SSR标记的芥菜品种鉴定技术体系建立及应用[J]. 植物遗传资源学报, 2021, 22(3):758-770.
	YAN X L, GUAN Z R, WEN W, et al. Establishment and application of mustard variety identification system based on SSR markers (Brassica juncea L.)[J]. Journal of Plant Genetic Resources, 2021, 22(3):758-770. (in Chinese with English abstract)
[11]	SUN B, ZHANG F, XUE S L, et al. Molecular cloning and expression analysis of the ζ-carotene desaturase gene in Chinese kale (Brassica oleracea var. alboglabra bailey)[J]. Horticultural Plant Journal, 2018, 4(3):94-102. DOI URL
[12]	陈琛, 庄木, 李康宁, 等. 甘蓝EST-SSR标记的开发与应用[J]. 园艺学报, 2010, 37(2):221-228.
	CHEN C, ZHUANG M, LI K N, et al. Development and utility of EST-SSR marker in cabbage[J]. Acta Horticulturae Sinica, 2010, 37(2):221-228.(in Chinese with English abstract)
[13]	林珲, 李永平, 薛珠政, 等. 花椰菜转录组SSR位点分析及其分子标记开发[J]. 西北农林科技大学学报(自然科学版), 2019, 47(3):85-93.
	LIN H, LI Y P, XUE Z Z, et al. Analysis of SSR loci in transcriptome and development of molecular markers in Brassica oleracea L. var. botrytis L[J]. Journal of Northwest A & F University (Natural Science Edition), 2019, 47(3):85-93.(in Chinese with English abstract)
[14]	杨丹青, 何晓丽, 杜志杰, 等. 基于不结球白菜转录组EST-SSR标记开发及多态性分析[J]. 农业生物技术学报, 2020, 28(1):13-21.
	YANG D Q, HE X L, DU Z J, et al. Development and polymorphism analysis of EST-SSR markers based on transcriptome of non-heading Chinese cabbage (Brassica rapa ssp. chinensis)[J]. Journal of Agricultural Biotechnology, 2020, 28(1):13-21.(in Chinese with English abstract)
[15]	李荣华, 王直亮, 陈静芳, 等. 菜薹转录组中SSR信息与可用性分析[J]. 园艺学报, 2016, 43(9):1816-1824.
	LI R H, WANG Z L, CHEN J F, et al. Analysis of SSR information in transcriptome and their usability in flowering Chinese cabbage[J]. Acta Horticulturae Sinica, 2016, 43(9):1816-1824.(in Chinese with English abstract)
[16]	ZHAI L L, XU L, WANG Y, et al. Novel and useful genic-SSR markers from de novo transcriptome sequencing of radish (Raphanus sativus L.)[J]. Molecular Breeding, 2014, 33(3):611-624. DOI URL
[17]	LIANG X Q, CHEN X P, HONG Y B, et al. Utility of EST-derived SSR in cultivated peanut (Arachis hypogaea L.) and Arachis wild species[J]. BMC Plant Biology, 2009, 9(1):35. DOI URL
[18]	VARSHNEY R K, GRANER A, SORRELLS M E. Genic microsatellite markers in plants: features and applications[J]. Trends in Biotechnology, 2005, 23(1):48-55. DOI URL
[19]	DING Q, LI J J, WANG F D, et al. Characterization and development of EST-SSRs by deep transcriptome sequencing in Chinese cabbage (Brassica rapa L. ssp. pekinensis)[J]. International Journal of Genomics, 2015(9):1-11.
[20]	WU J, CAI C F, CHENG F Y, et al. Characterisation and development of EST-SSR markers in tree peony using transcriptome sequences[J]. Molecular Breeding, 2014, 34(4):1853-1866. DOI URL
[21]	TEMNYKH S. Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential[J]. Genome Research, 2001, 11(8):1441-1452. DOI URL
[22]	SINGH H, DESHMUKH R K, SINGH A, et al. Highly variable SSR markers suitable for rice genotyping using agarose gels[J]. Molecular Breeding, 2010, 25(2):359-364. DOI URL
[23]	张庆田, 李晓艳, 杨义明, 等. 蓝靛果忍冬转录组SSR信息分析及其分子标记开发[J]. 园艺学报, 2016, 43(3):557-563.
	ZHANG Q T, LI X Y, YANG Y M, et al. Analysis on SSR information in transcriptome and development of molecular markers in Lonicera caerulea[J]. Acta Horticulturae Sinica, 2016, 43(3):557-563.(in Chinese with English abstract)
[24]	张海焕. 基于转录组序列的芸薹属SSR标记的开发[D]. 南昌: 江西农业大学, 2013.
	ZHANG H H. Development of SSR markers based on transcriptome sequences in Brassica species[D]. Nanchang: Jiangxi Agricultural University, 2013. (in Chinese with English abstract)
[25]	张志仙, 何道根, 朱长志, 等. 青花菜种质资源遗传多样性的SSR分析[J]. 浙江农业学报, 2017, 29(2):228-235.
	ZHANG Z X, HE D G, ZHU C Z, et al. Genetic diversity analysis of Brassica oleracea L. var. italica with SSR markers[J]. Acta Agriculturae Zhejiangensis, 2017, 29(2):228-235.(in Chinese with English abstract)
[26]	陈发波, 方平, 姚启伦, 等. 不同类型芥菜变种遗传差异的SSR分子标记检测[J]. 河南农业科学, 2014, 43(11):97-103.
	CHEN F B, FANG P, YAO Q L, et al. Study on genetic diversity of different mustard varieties (Brassica juncea) using SSR markers[J]. Journal of Henan Agricultural Sciences, 2014, 43(11):97-103.(in Chinese with English abstract)

编号 No.	名称 Name	产地 Producing area	编号 No.	名称 Name	产地 Producing area
1	DG-1	贵州省毕节市 Bijie City, Guizhou Province	19	BD-2	贵州省毕节市 Bijie City, Guizhou Province
2	DG-2	贵州省毕节市 Bijie City, Guizhou Province	20	CCB-1	贵州省毕节市 Bijie City, Guizhou Province
3	DG-3	贵州省毕节市 Bijie City, Guizhou Province	21	CCB-2	贵州省毕节市 Bijie City, Guizhou Province
4	DG-4	贵州省毕节市 Bijie City, Guizhou Province	22	CCB-3	贵州省毕节市 Bijie City, Guizhou Province
5	DG-5	贵州省毕节市 Bijie City, Guizhou Province	23	CCB-4	贵州省毕节市 Bijie City, Guizhou Province
6	XJ-1	贵州省毕节市 Bijie City, Guizhou Province	24	CCB-5	贵州省毕节市 Bijie City, Guizhou Province
7	XJ-2	贵州省毕节市 Bijie City, Guizhou Province	25	CCB-6	贵州省毕节市 Bijie City, Guizhou Province
8	XJ-3	贵州省毕节市 Bijie City, Guizhou Province	26	ZC-1	贵州省毕节市 Bijie City, Guizhou Province
9	XJ-4	贵州省毕节市 Bijie City, Guizhou Province	27	ZC-2	贵州省毕节市 Bijie City, Guizhou Province
10	XJ-5	贵州省毕节市 Bijie City, Guizhou Province	28	JS-1	贵州省毕节市 Bijie City, Guizhou Province
11	DXQ-1	贵州省毕节市 Bijie City, Guizhou Province	29	YB-1	四川省宜宾市 Bijie City, Sichuan Province
12	DXQ-2	贵州省毕节市 Bijie City, Guizhou Province	30	YB-2	四川省宜宾市 Bijie City, Sichuan Province
13	DXQ-3	贵州省毕节市 Bijie City, Guizhou Province	31	香港竹芥菜(叶用芥菜) Hong Kong Bamboo Mustard (leaf mustard)	澳大利亚 Australia
14	DXQ-4	贵州省毕节市 Bijie City, Guizhou Province	32	改良榨菜(茎用芥菜) Gailiang Tuber Mustard (stem mustard)	四川省绵阳市 Mianyang City, Sichuan Province
15	GYQ-1	贵州省毕节市 Bijie City, Guizhou Province	33	日本光头芥菜(根用芥菜) Japanese Guangtou Mustard (root mustard)	甘肃省 Gansu Province
16	GYQ-2	贵州省毕节市 Bijie City, Guizhou Province	34	早熟五号(大白菜) Zaoshu 5 (Chinese cabbage)	河南省 Henan Province
17	GYQ-3	贵州省毕节市 Bijie City, Guizhou Province	35	绿球三号(甘蓝) Green ball 3 (cabbage)	日本 Japan
18	BD-1	贵州省毕节市 Bijie City, Guizhou Province

编号 No.	名称 Name	产地 Producing area	编号 No.	名称 Name	产地 Producing area
1	DG-1	贵州省毕节市 Bijie City, Guizhou Province	19	BD-2	贵州省毕节市 Bijie City, Guizhou Province
2	DG-2	贵州省毕节市 Bijie City, Guizhou Province	20	CCB-1	贵州省毕节市 Bijie City, Guizhou Province
3	DG-3	贵州省毕节市 Bijie City, Guizhou Province	21	CCB-2	贵州省毕节市 Bijie City, Guizhou Province
4	DG-4	贵州省毕节市 Bijie City, Guizhou Province	22	CCB-3	贵州省毕节市 Bijie City, Guizhou Province
5	DG-5	贵州省毕节市 Bijie City, Guizhou Province	23	CCB-4	贵州省毕节市 Bijie City, Guizhou Province
6	XJ-1	贵州省毕节市 Bijie City, Guizhou Province	24	CCB-5	贵州省毕节市 Bijie City, Guizhou Province
7	XJ-2	贵州省毕节市 Bijie City, Guizhou Province	25	CCB-6	贵州省毕节市 Bijie City, Guizhou Province
8	XJ-3	贵州省毕节市 Bijie City, Guizhou Province	26	ZC-1	贵州省毕节市 Bijie City, Guizhou Province
9	XJ-4	贵州省毕节市 Bijie City, Guizhou Province	27	ZC-2	贵州省毕节市 Bijie City, Guizhou Province
10	XJ-5	贵州省毕节市 Bijie City, Guizhou Province	28	JS-1	贵州省毕节市 Bijie City, Guizhou Province
11	DXQ-1	贵州省毕节市 Bijie City, Guizhou Province	29	YB-1	四川省宜宾市 Bijie City, Sichuan Province
12	DXQ-2	贵州省毕节市 Bijie City, Guizhou Province	30	YB-2	四川省宜宾市 Bijie City, Sichuan Province
13	DXQ-3	贵州省毕节市 Bijie City, Guizhou Province	31	香港竹芥菜(叶用芥菜) Hong Kong Bamboo Mustard (leaf mustard)	澳大利亚 Australia
14	DXQ-4	贵州省毕节市 Bijie City, Guizhou Province	32	改良榨菜(茎用芥菜) Gailiang Tuber Mustard (stem mustard)	四川省绵阳市 Mianyang City, Sichuan Province
15	GYQ-1	贵州省毕节市 Bijie City, Guizhou Province	33	日本光头芥菜(根用芥菜) Japanese Guangtou Mustard (root mustard)	甘肃省 Gansu Province
16	GYQ-2	贵州省毕节市 Bijie City, Guizhou Province	34	早熟五号(大白菜) Zaoshu 5 (Chinese cabbage)	河南省 Henan Province
17	GYQ-3	贵州省毕节市 Bijie City, Guizhou Province	35	绿球三号(甘蓝) Green ball 3 (cabbage)	日本 Japan
18	BD-1	贵州省毕节市 Bijie City, Guizhou Province

重复基元 Repeat motif length	重复次数Repeat number								合计 Total	比例 Percentage/%
重复基元 Repeat motif length	5	6	7	8	9	10	11~20	>20	合计 Total	比例 Percentage/%
单核苷酸Mononucleotide	0	0	0	0	0	3 677	5 263	306	9 246	49.39
二核苷酸Dinucleotide	0	1 625	975	651	398	249	554	66	4 518	24.13
三核苷酸Trinucleotide	2 898	1 117	391	159	97	62	36	2	4 762	25.44
四核苷酸Tetranucleotide	66	21	9	3	1	0	1	0	101	0.54
五核苷酸Pentanucleotide	27	9	5	2	0	1	1	0	45	0.24
六核苷酸Hexanucleotide	38	2	5	1	2	0	0	0	48	0.26
合计Total	3 029	2 774	1 385	816	498	3 989	5 855	374	18 720	100.00
合计占比Total proportion/%	16.18	14.82	7.40	4.36	2.66	21.31	31.28	2.00	100.00

重复基元 Repeat motif length	重复次数Repeat number								合计 Total	比例 Percentage/%
重复基元 Repeat motif length	5	6	7	8	9	10	11~20	>20	合计 Total	比例 Percentage/%
单核苷酸Mononucleotide	0	0	0	0	0	3 677	5 263	306	9 246	49.39
二核苷酸Dinucleotide	0	1 625	975	651	398	249	554	66	4 518	24.13
三核苷酸Trinucleotide	2 898	1 117	391	159	97	62	36	2	4 762	25.44
四核苷酸Tetranucleotide	66	21	9	3	1	0	1	0	101	0.54
五核苷酸Pentanucleotide	27	9	5	2	0	1	1	0	45	0.24
六核苷酸Hexanucleotide	38	2	5	1	2	0	0	0	48	0.26
合计Total	3 029	2 774	1 385	816	498	3 989	5 855	374	18 720	100.00
合计占比Total proportion/%	16.18	14.82	7.40	4.36	2.66	21.31	31.28	2.00	100.00

重复基元 Repeat motif	重复次数Repeat number								合计 Total	比例 Percentage/%
重复基元 Repeat motif	5	6	7	8	9	10	11~20	>20	合计 Total	比例 Percentage/%
A/T	0	0	0	0	0	3 650	5 218	304	9 172	49.00
C/G	0	0	0	0	0	27	45	2	74	0.40
AC/GT	0	178	100	62	28	13	21	0	402	2.15
AG/CT	0	1 206	762	507	309	202	428	58	3 472	18.55
AT/AT	0	241	109	82	61	34	105	8	640	3.42
CG/CG	0	0	4	0	0	0	0	0	4	0.02
AAC/GTT	267	114	27	17	6	3	2	0	436	2.33
AAG/CTT	973	375	153	65	37	34	19	2	1 658	8.86
AAT/ATT	65	26	12	7	4	0	3	0	117	0.63
ACC/GGT	251	115	31	5	5	1	1	0	409	2.18
ACG/CGT	69	17	3	0	0	0	0	0	89	0.48
ACT/AGT	52	16	5	2	2	1	1	0	79	0.42
AGC/CTG	186	56	25	3	4	1	0	0	275	1.47
AGG/CCT	510	182	65	22	13	9	0	0	801	4.28
ATC/ATG	434	186	65	37	26	13	10	0	771	4.12
CCG/CGG	91	30	5	1	0	0	0	0	127	0.68
合计Total	2 898	2742	1 366	810	495	3 988	5 853	374	18 526	98.96
合计频率Total frequency/%	15.48	14.65	7.30	4.33	2.64	21.30	31.27	2.00	98.96

Development of SSR markers based on transcriptome sequencing and genetic diversity analysis of Nainaiqingcai leaf mustard

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序号 No.	引物编号 Primer No.	引物序列 Primer sequence(5'→3')	重复单元 Repeat motif	退火温度 Temperature/ ℃	预期产物大小 Expected product size/bp	扩增条带数 Number of amplification bands	多态性条带数 Number of polymorphi bands	多态性比例 Percentage of polymorphism/ %
1	M2-1	TCTCATTGTGCGTGTGAGCA	(TA)21	56.14	211	12	9	75.00
		ACGGCAATGGCAGATCAAGA
2	M2-5	ACTTGATCTACTGCACCTGCT	(AG)22	55.06	197	7	6	85.70
		ACAAGGCAGTTTCTAGACGGA
3	M2-8	GACAACGTCGTCGGAGAGTT	(AG)23	55.96	177	15	13	86.70
		AACCGCCTCTTTGCCCTAAA
4	M2-9	CCGTCTCTTAGCTGCTAGCC	(AG)21	56.11	246	11	10	90.90
		AACTCGGTCCCAAGACTTGC
5	M2-11	ATACAGTGTGTGTGGCAGCA	(TA)20	56.11	223	6	5	83.30
		CGTGCTAAGTCTTGGGGCTT
6	M2-13	ATTGCTCTCATCACGACACA	(CT)22	54.61	276	6	6	100.00
		TTGTTGGCTAACGCAACAGC
7	M2-15	GGTGCACCAGCCTGTACTTA	(AT)28	55.75	258	10	10	100.00
		TCGGGAAGCTCGATGTTCTG
8	M2-16	CCAAACTCACATCCACATTTCA	(AG)22	54.56	232	12	7	58.30
9	M2-17	TCAGGTGGTGAGAGAGATCGT	(TC)32	56.02	256	11	9	81.80
		ACAAGATCCAGACAAGTCAATAGCT
10	M2-18	AGAAGGCTTTTCTATTGGCCA	(TC)21	54.75	272	15	14	93.30
		CAGAGGCAGAGTTGAAGGCA
11	M2-20	TCTCGTTTTCACCTGAGGAAA	(CT)20	54.64	218	6	6	100.00
		GCCACTCCCTAAAGTCGCAT
12	M2-21	GGTTGGTCTCAGCTGCTGAA	(AG)21	55.45	234	13	13	100.00
		ACTCCATCTCTGTGGCTGTT
13	M3-1	TGATGGTACTGCTTCGAGGG	(TTC)17	55.36	152	4	4	100.00
		CCCCTTCTCGCGAGATCTTT
14	M3-2	GCGGTTTGGAATCTCAAGGC	(TCT)14	55.90	277	9	9	100.00
		CAACAGCAAAACAGGAGGGC
15	M5-2	AACACCCAGGCCTATGTGTG	(GTTTT)7	56.00	244	3	3	100.00
		AAGCCTCCACCATGCTTCTC
16	M5-4	TCATCCTCCTCTGGCTCGAA	(GAATC)7	56.03	164	6	6	100.00
		AGAAGAAGAAGCTTCCGCCC
17	M6-1	CAATGGCAGCGCATTCCTTC	(CCAAGG)9	55.76	278	7	5	71.40
		TCTGCGTCTCTCTTTCTCTCTC

引物编号 Primer No.	观测等位基因数 N_a	有效等位基因数 N_e	多样性指数 I	观察杂合度 H_o	期望杂合度 H_e	Nei’s期望杂合度 Nei	多态性信息含量 PIC
M2-1	7	1.929 1	0.974 1	0.171 4	0.488 6	0.481 6	0.436 1
M2-5	5	1.755 0	0.910 4	0.151 5	0.436 8	0.430 2	0.409 5
M2-8	4	1.891 9	0.890 0	0.085 7	0.478 3	0.471 4	0.432 9
M2-9	8	2.203 2	1.091 8	0.371 4	0.554 0	0.546 1	0.488 0
M2-11	9	3.058 2	1.408 0	0.931 0	0.684 8	0.673 0	0.617 7
M2-13	4	1.467 9	0.634 2	0.314 3	0.323 4	0.318 8	0.294 6
M2-15	5	2.245 8	0.936 9	0.769 2	0.565 6	0.554 7	0.455 3
M2-16	4	1.373 3	0.585 2	0	0.276 0	0.271 8	0.259 8
M2-17	7	1.809 5	0.972 8	0.057 1	0.453 8	0.447 3	0.423 9
M2-18	5	2.442 7	1.044 4	0.085 7	0.599 2	0.590 6	0.505 2
M2-20	6	4.257 8	1.594 3	0.176 5	0.776 6	0.765 1	0.733 3
M2-21	8	2.991 8	1.369 5	0.969 7	0.676 0	0.665 7	0.608 9
M3-1	4	2.342 5	1.030 1	0.176 5	0.581 7	0.573 1	0.514 8
M3-2	6	4.905 4	1.674 5	0.636 4	0.808 4	0.796 1	0.765 7
M5-2	3	1.102 7	0.224 5	0.032 3	0.094 7	0.093 1	0.090 8
M5-4	6	2.660 2	1.176 7	0.200 0	0.633 1	0.624 1	0.552 1
M6-1	6	2.326 0	1.096 9	0.176 5	0.578 6	0.570 1	0.511 1
平均值Mean	5.705 9	2.397 8	1.036 1	0.312 1	0.530 0	0.521 9	0.476 4
标准差Standard deviation	1.686 9	0.984 4	0.360 0	0.315 2	0.180 5	0.177 7	0.160 2

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