浙江农业学报 ›› 2023, Vol. 35 ›› Issue (3): 515-522.DOI: 10.3969/j.issn.1004-1524.2023.03.04
韩雪杨(), 刘宁, 温鑫, 魏继承, 任如意, 郝爱平*(
)
收稿日期:
2021-11-29
出版日期:
2023-03-25
发布日期:
2023-04-07
通讯作者:
*郝爱平,E-mail:swxhap@126.com
作者简介:
韩雪杨(1998—),女,黑龙江绥化人,硕士研究生,研究方向为分子生物学与生物化学。E-mail:hxy19980629A@163.com
基金资助:
HAN Xueyang(), LIU Ning, WEN Xin, WEI Jicheng, REN Ruyi, HAO Aiping*(
)
Received:
2021-11-29
Online:
2023-03-25
Published:
2023-04-07
摘要:
MicroRNAs(miRNAs)是一类小的调节性RNA。miRNAs在生物体内许多自然和病理过程中发挥重要作用。为了研究植物miR828家族特征及生物学功能,利用生物信息学方法对miR828成员二级结构、靶基因预测、序列比对、进化树进行分析。通过PmiREN数据库获取miR828家族成员的前体和成熟序列,通过前体序列在线预测二级结构,通过成熟序列进行序列对比、预测靶基因并构建进化树。从数据库中共获得45个成熟miR828成员,仅分布在被子植物中。前体和成熟miRNAs 在植物进化过程中高度保守。二级结构预测发现,植物miR828 家族成员都能形成稳定的茎环结构。靶基因预测分析发现,miR828家族靶基因包括结构域蛋白、转录因子、载体蛋白、泛素连接酶等,多为MYB转录因子及MYB结构域蛋白。进化树分析表明,miR828家族成员间的亲缘关系较近。这些结果为进一步研究植物miR828家族特征及功能提供了基础。
中图分类号:
韩雪杨, 刘宁, 温鑫, 魏继承, 任如意, 郝爱平. 植物发育相关miR828基因家族靶基因预测及生物信息学分析[J]. 浙江农业学报, 2023, 35(3): 515-522.
HAN Xueyang, LIU Ning, WEN Xin, WEI Jicheng, REN Ruyi, HAO Aiping. Prediction and bioinformatics analysis of target genes of plant development-related miR828 gene family[J]. Acta Agriculturae Zhejiangensis, 2023, 35(3): 515-522.
miRNA | 成熟miRNA Mature miRNA | 基因位置 Gene location |
---|---|---|
Atr-MIR828 | TGATACTCATTTCAGCAAGCAA | Ath-Chr4 13847000 13847134 + |
Aly-MIR828 | TCTTGCTTAAATGAGTATTCCA | Aly-scaffold_7 6065292 6065431 - |
Ath-MIR828 | TCTTGCTTAAATGAGTATTCCA | Ath-Chr4 13847000 13847134 + |
Aof-MIR828 | TCTTGCTTAGATGAGTGTTCC | Aof-NC_033797.1 130243477 130243586 - |
Csi-MIR828 | TCTTGCTCAAATGAGTATTCC | Csi-scaffold00066 131483 131650 - |
Fsy-MIR828 | TCTTGCTCAAATGAGTATTCCA | Fsy-OFEG01000076.1 569639 569772 - |
Fan-MIR828a | TCTTGCTCAAATGAGTATTCC | Fan-BATT01357223.1 464 605 - |
Fan-MIR828b | TCTTGCTTAAATGAGTATTCCA | Fan-BATT01667045.1 158 299 - |
Fex-MIR828a | TCTTGCTCAAATGAGTATTCCA | Fex-FTPI01000583.1 12534 12701 - |
Fex-MIR828b | TCTTGCTCAAATGAGTATTCCA | Fex-FTPI01003063.1 46194 46324 + |
Gma-MIR828a | TCTTGCTCAAATGAGTATTCCA | Gma-Gm11 9033023 9033157 + |
Gma-MIR828b | TCTTGCTCAAATGAGTATTCCA | Gma-Gm12 3213754 3213885 + |
Gba-MIR828a | TCTTGCTCAAATGAGTATTCCA | Gba-KV853865.1 155433 155651 - |
Gba-MIR828b | TCTTGCTCAAATGAGTATTCC | Gba-KV853865.1 153004 153222 - |
Gba-MIR828c | TCTTGCTCAAATGAGTATTCC | Gba-KV853865.1 151046 151264 - |
Gba-MIR828d | TCTTGCTCAAATGAGTATTCC | Gba-KV859952.1 66940 67160 + |
Ghi-MIR828a | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030078.1 54760455 54760673 + |
Ghi-MIR828b | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030080.1 19428477 19428600 - |
Ghi-MIR828c | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030085.1 7554914 7555037 - |
Ghi-MIR828d | TCTTGCTCAAATGAGTATTCCA | Ghi-NW_015962049.1 345878 346092 - |
Hsy-MIR828a | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01000939.1 237358 237511 + |
Hsy-MIR828b | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01004010.1 51775 51903 - |
Hsy-MIR828c | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01008151.1 2558 2711 + |
Mes-MIR828 | TCTTGCTCAAATGAGTATTCCA | Mes-Chromosome01 6571965 6572141 + |
Mtr-MIR828 | TCTTGCTCAAATGAGTATTCCA | Mtr-chr1 577912 578029 - |
Mac-MIR828 | TCTTGCTCAAGTGAGTATTCCA | Mac-chr2 14499229 14499341 + |
Oeu-MIR828a | TCTTGCTCAAATGAGTATTCCA | Oeu-CM008515.1 18765645 18765788 + |
Oeu-MIR828b | TCTTGCTCAAATGAGTATTCCA | Oeu-CM008526.1 22860791 22860959 + |
Pda-MIR828 | TCTTGCTCAAATGAGTATTCCA | Pda-NW_008247276.1 61132 61267 + |
Ppe-MIR828 | TCTTGCTCAAATGAGTATTCCA | Ppe-Pp02 29568532 29568663 - |
Qro-MIR828 | TCTTGCTCAAATGAGTATTCCA | Qro-LT985741.1 9446078 9446231 + |
Sha-MIR828 | TCTTGCTCAAATGAGTATTCCA | Sha-CBYS010014587.1 3330 3439 + |
Vun-MIR828 | TCTTGCTCAAATGAGTATTCCA | Vun-MATU01189942.1 157 278 - |
Adu-MIR828a | TCTTGCTCAAGTGAGTATTCC | Adu-aradu.V14167.gnm1.Aradu.A08 7536456 7536581 + |
Amo-MIR828a | TCTTGCTCAAGTGAGTATTCC | Amo-A.mon-A08 8666917 8667058 - |
Amo-MIR828b | TCTTGCTCAAGTGAGTATTCC | Amo-A.mon-B07 122043526 122043667 + |
Csi-MIR828a | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021025398.1 420367 420679 - |
Csi-MIR828b | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021026499.1 2089324 2089476 + |
Csi-MIR828c | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021027131.1 188630 188925 + |
Csi-MIR828d | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021028847.1 584711 585026 + |
Cro-MIR828a | TCTTGCTCAAATGAGTATTCCA | Cro-JQHZ01025785.1 13659 13794 - |
Mdo-MIR828a | TCTTGCTCAAATGAGTATTCCA | Mdo-MDC003205.158 33347 33515 + |
Mdo-MIR828b | TCTTGCTCAAATGAGTATTCCA | Mdo-MDC012097.538 5501 5653 - |
Mol-MIR828a | TCTTGCTCAAATGAGTATTCCA | Mol-JWZU01021309.1 42418 42582 - |
Mol-MIR828b | TCTTGCTCAAATGAGTATTCCA | Mol-JWZU01022847.1 39644 39806 + |
表1 miR828基因家族成熟序列及其染色体定位
Table 1 Mature sequence of miR828 gene family and their locations
miRNA | 成熟miRNA Mature miRNA | 基因位置 Gene location |
---|---|---|
Atr-MIR828 | TGATACTCATTTCAGCAAGCAA | Ath-Chr4 13847000 13847134 + |
Aly-MIR828 | TCTTGCTTAAATGAGTATTCCA | Aly-scaffold_7 6065292 6065431 - |
Ath-MIR828 | TCTTGCTTAAATGAGTATTCCA | Ath-Chr4 13847000 13847134 + |
Aof-MIR828 | TCTTGCTTAGATGAGTGTTCC | Aof-NC_033797.1 130243477 130243586 - |
Csi-MIR828 | TCTTGCTCAAATGAGTATTCC | Csi-scaffold00066 131483 131650 - |
Fsy-MIR828 | TCTTGCTCAAATGAGTATTCCA | Fsy-OFEG01000076.1 569639 569772 - |
Fan-MIR828a | TCTTGCTCAAATGAGTATTCC | Fan-BATT01357223.1 464 605 - |
Fan-MIR828b | TCTTGCTTAAATGAGTATTCCA | Fan-BATT01667045.1 158 299 - |
Fex-MIR828a | TCTTGCTCAAATGAGTATTCCA | Fex-FTPI01000583.1 12534 12701 - |
Fex-MIR828b | TCTTGCTCAAATGAGTATTCCA | Fex-FTPI01003063.1 46194 46324 + |
Gma-MIR828a | TCTTGCTCAAATGAGTATTCCA | Gma-Gm11 9033023 9033157 + |
Gma-MIR828b | TCTTGCTCAAATGAGTATTCCA | Gma-Gm12 3213754 3213885 + |
Gba-MIR828a | TCTTGCTCAAATGAGTATTCCA | Gba-KV853865.1 155433 155651 - |
Gba-MIR828b | TCTTGCTCAAATGAGTATTCC | Gba-KV853865.1 153004 153222 - |
Gba-MIR828c | TCTTGCTCAAATGAGTATTCC | Gba-KV853865.1 151046 151264 - |
Gba-MIR828d | TCTTGCTCAAATGAGTATTCC | Gba-KV859952.1 66940 67160 + |
Ghi-MIR828a | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030078.1 54760455 54760673 + |
Ghi-MIR828b | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030080.1 19428477 19428600 - |
Ghi-MIR828c | TCTTGCTCAAATGAGTATTCCA | Ghi-NC_030085.1 7554914 7555037 - |
Ghi-MIR828d | TCTTGCTCAAATGAGTATTCCA | Ghi-NW_015962049.1 345878 346092 - |
Hsy-MIR828a | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01000939.1 237358 237511 + |
Hsy-MIR828b | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01004010.1 51775 51903 - |
Hsy-MIR828c | TCTTGCTCAAATGAGTATTCCA | Hsy-MBGJ01008151.1 2558 2711 + |
Mes-MIR828 | TCTTGCTCAAATGAGTATTCCA | Mes-Chromosome01 6571965 6572141 + |
Mtr-MIR828 | TCTTGCTCAAATGAGTATTCCA | Mtr-chr1 577912 578029 - |
Mac-MIR828 | TCTTGCTCAAGTGAGTATTCCA | Mac-chr2 14499229 14499341 + |
Oeu-MIR828a | TCTTGCTCAAATGAGTATTCCA | Oeu-CM008515.1 18765645 18765788 + |
Oeu-MIR828b | TCTTGCTCAAATGAGTATTCCA | Oeu-CM008526.1 22860791 22860959 + |
Pda-MIR828 | TCTTGCTCAAATGAGTATTCCA | Pda-NW_008247276.1 61132 61267 + |
Ppe-MIR828 | TCTTGCTCAAATGAGTATTCCA | Ppe-Pp02 29568532 29568663 - |
Qro-MIR828 | TCTTGCTCAAATGAGTATTCCA | Qro-LT985741.1 9446078 9446231 + |
Sha-MIR828 | TCTTGCTCAAATGAGTATTCCA | Sha-CBYS010014587.1 3330 3439 + |
Vun-MIR828 | TCTTGCTCAAATGAGTATTCCA | Vun-MATU01189942.1 157 278 - |
Adu-MIR828a | TCTTGCTCAAGTGAGTATTCC | Adu-aradu.V14167.gnm1.Aradu.A08 7536456 7536581 + |
Amo-MIR828a | TCTTGCTCAAGTGAGTATTCC | Amo-A.mon-A08 8666917 8667058 - |
Amo-MIR828b | TCTTGCTCAAGTGAGTATTCC | Amo-A.mon-B07 122043526 122043667 + |
Csi-MIR828a | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021025398.1 420367 420679 - |
Csi-MIR828b | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021026499.1 2089324 2089476 + |
Csi-MIR828c | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021027131.1 188630 188925 + |
Csi-MIR828d | TCTTGCTCAAATGAGTATTCCA | Csi-NW_021028847.1 584711 585026 + |
Cro-MIR828a | TCTTGCTCAAATGAGTATTCCA | Cro-JQHZ01025785.1 13659 13794 - |
Mdo-MIR828a | TCTTGCTCAAATGAGTATTCCA | Mdo-MDC003205.158 33347 33515 + |
Mdo-MIR828b | TCTTGCTCAAATGAGTATTCCA | Mdo-MDC012097.538 5501 5653 - |
Mol-MIR828a | TCTTGCTCAAATGAGTATTCCA | Mol-JWZU01021309.1 42418 42582 - |
Mol-MIR828b | TCTTGCTCAAATGAGTATTCCA | Mol-JWZU01022847.1 39644 39806 + |
miRNA | 靶基因 Target genes | 靶基因类型 Target description |
---|---|---|
Atr-MIR828 | TC4589 NP10640598 | 真核tRNA异戊烯基转移酶Eukaryotic tRNA isopentyltransferase 生长素转运蛋白Auxin transporter |
Aly-MIR828 | TC7285 AT5G52600.1 AT1G66370.1 AT3G60980.1 AT1G74260.1 AT5G65630.1 AT3G20170.1 AV815747 | VP1/ABI3家族调控蛋白样VP1/ABI3 family regulatory protein like MYB结构域蛋白82 MYB domain protein 82 MYB结构域蛋白113 MYB domain protein 113 四三肽重复序列(TPR)样超家族蛋白质 Tetrotripeptide repeat sequence (TPR)-like superfamily proteins 嘌呤生物合成4 Purine biosynthesis 4 全局转录因子组E7 Global transcription factor group E7 臂重复超家族蛋白质Arm repetition superfamily proteins 非特征蛋白At3g14420.5-拟南芥Noncharacteristic protein AT3G144205-Arabidopsis thaliana |
Aof-MIR828 | AT1G56650.1 AT1G66370.1 AT1G66380.1 AT5G40330.1 AT3G27920.1 TC380130 TC380162 TC392173 | 花青素色素生产1 Anthocyanin pigment production 1 MYB结构域蛋白113 MYB domain protein 113 MYB结构域蛋白114 MYB domain protein 114 MYB结构域蛋白23 MYB domain protein 23 MYB结构域蛋白0 MYB domain protein 0 转录因子MYB75 The transcription factor MYB75 MYB转录因子MYB transcription factor MYB转录因子MYB transcription factor |
Csi-MIR828 | AT5G52600.1 TC380162 TC358308 | MYB结构域蛋白82 MYB domain protein 82 MYB转录因子MYB transcription factor 磷酸核糖甲酰甘氨酸合成酶Phosphoribose formylglycine synthase |
表2 miR828靶基因预测
Table 2 miR828 target gene prediction
miRNA | 靶基因 Target genes | 靶基因类型 Target description |
---|---|---|
Atr-MIR828 | TC4589 NP10640598 | 真核tRNA异戊烯基转移酶Eukaryotic tRNA isopentyltransferase 生长素转运蛋白Auxin transporter |
Aly-MIR828 | TC7285 AT5G52600.1 AT1G66370.1 AT3G60980.1 AT1G74260.1 AT5G65630.1 AT3G20170.1 AV815747 | VP1/ABI3家族调控蛋白样VP1/ABI3 family regulatory protein like MYB结构域蛋白82 MYB domain protein 82 MYB结构域蛋白113 MYB domain protein 113 四三肽重复序列(TPR)样超家族蛋白质 Tetrotripeptide repeat sequence (TPR)-like superfamily proteins 嘌呤生物合成4 Purine biosynthesis 4 全局转录因子组E7 Global transcription factor group E7 臂重复超家族蛋白质Arm repetition superfamily proteins 非特征蛋白At3g14420.5-拟南芥Noncharacteristic protein AT3G144205-Arabidopsis thaliana |
Aof-MIR828 | AT1G56650.1 AT1G66370.1 AT1G66380.1 AT5G40330.1 AT3G27920.1 TC380130 TC380162 TC392173 | 花青素色素生产1 Anthocyanin pigment production 1 MYB结构域蛋白113 MYB domain protein 113 MYB结构域蛋白114 MYB domain protein 114 MYB结构域蛋白23 MYB domain protein 23 MYB结构域蛋白0 MYB domain protein 0 转录因子MYB75 The transcription factor MYB75 MYB转录因子MYB transcription factor MYB转录因子MYB transcription factor |
Csi-MIR828 | AT5G52600.1 TC380162 TC358308 | MYB结构域蛋白82 MYB domain protein 82 MYB转录因子MYB transcription factor 磷酸核糖甲酰甘氨酸合成酶Phosphoribose formylglycine synthase |
[1] |
ZHANG B H, WANG Q L. microRNA-based biotechnology for plant improvement[J]. Journal of Cellular Physiology, 2015, 230(1): 1-15.
DOI PMID |
[2] |
SZWEYKOWSKA-KULINSKA Z, JARMOLOWSKI A. Post-transcriptional regulation of microRNA accumulation and function: new insights from plants[J]. Molecular Plant, 2018, 11(8): 1006-1007.
DOI URL |
[3] | 李尧尧, 常怀成, 周海霞, 等. 黄瓜CsamiR156a及其靶基因CsSPLs的生物信息学分析[J]. 分子植物育种, 2021, 19(7): 2169-2176. |
LI Y Y, CHANG H C, ZHOU H X, et al. Bioinformatics analysis of CsamiR156a and its target gene CsSPLs in cucumber[J]. Molecular Plant Breeding, 2021, 19(7): 2169-2176. (in Chinese with English abstract) | |
[4] |
ZHANG B, YANG H J, YANG Y Z, et al. Mdm-miR828 participates in the feedback loop to regulate anthocyanin accumulation in apple peel[J]. Frontiers in Plant Science, 2020, 11: 608109.
DOI URL |
[5] |
ROCK C D. A role for MIR828 in pineapple fruit development[J]. F1000Research, 2020, 9: 16.
DOI URL |
[6] |
BONAR N, LINEY M, ZHANG R X, et al. Potato miR828 is associated with purple tuber skin and flesh color[J]. Frontiers in Plant Science, 2018, 9: 1742.
DOI PMID |
[7] |
YAMAGISHI M, SAKAI M. The microRNA828/MYB12 module mediates bicolor pattern development in Asiatic hybrid lily (Lilium spp.) flowers[J]. Frontiers in Plant Science, 2020, 11: 590791.
DOI URL |
[8] | YANG F X, CAI J, YANG Y, et al. Overexpression of microRNA828 reduces anthocyanin accumulation in Arabidopsis[J]. Plant Cell, Tissue and Organ Culture, 2013, 115(2): 159-167. |
[9] |
TIRUMALAI V, SWETHA C, NAIR A, et al. miR828 and miR858 regulate VvMYB114 to promote anthocyanin and flavonol accumulation in grapes[J]. Journal of Experimental Botany, 2019, 70(18): 4775-4792.
DOI PMID |
[10] |
刘潮, 褚洪龙, 韩利红, 等. 植物miR399家族分子特征及靶基因功能分析[J]. 华北农学报, 2019, 34(2): 1-7.
DOI |
LIU C, CHU H L, HAN L H, et al. Molecular characterization and target gene prediction of plant miR399 family[J]. Acta Agriculturae Boreali-Sinica, 2019, 34(2): 1-7. (in Chinese with English abstract)
DOI |
|
[11] |
WANG X Q, YAO S, HTET W P P M, et al. microRNA828 negatively regulates lignin biosynthesis in stem of Populus tomentosa through MYB targets[J]. Tree Physiology, 2022, 42(8): 1646-1661.
DOI URL |
[12] |
LIN J S, LIN C C, LIN H H, et al. MicroR828 regulates lignin and H2O2 accumulation in sweet potato on wounding[J]. New Phytologist, 2012, 196(2):427-440.
DOI URL |
[13] | 康语桐, 周波. MicroRNA对植物花青素合成调控的研究进展[J]. 分子植物育种, 2021(8):2621-2626. |
KANG Y T, ZHOU B. Advances in the regulation of anthocyanin biosynthesis by MicroRNA[J]. Molecular Plant Breeding, 2021(8):2621-2626. (in Chinese with English abstract) | |
[14] |
ZHOU B, LENG J T, MA Y Y, et al. BrmiR828 targets BrPAP1, BrMYB82, and BrTAS4 involved in the light induced anthocyanin biosynthetic pathway in Brassica rapa[J]. International Journal of Molecular Sciences, 2020, 21(12): 4326.
DOI URL |
[15] | 刘慧. miR828对番茄花青素生物合成调控的研究[D]. 太谷: 山西农业大学, 2015. |
LIU H. Regulation of anthocyanin biosynthesis in tomato by miR828[D]. Taigu: Shanxi Agricultural University, 2015. (in Chinese with English abstract) |
[1] | 季美君, 曹孜怡, 王翌婷, 陆静茹, 汪保华. 陆地棉NCS1基因家族的全基因组成员鉴定及分析[J]. 浙江农业学报, 2023, 35(2): 249-258. |
[2] | 梁成刚, 汪燕, 关志秀, 韦春玉, 邓娇, 黄娟, 孟子烨, 石桃雄. 苦荞蔗糖转运体家族FtSUCs的鉴定与生物信息学分析[J]. 浙江农业学报, 2022, 34(8): 1591-1598. |
[3] | 向淅, 王思悦, 蒲俊宏, 唐雯璐, 陈清. 低温短日照诱导五叶草莓成花诱导的机理研究[J]. 浙江农业学报, 2022, 34(8): 1661-1668. |
[4] | 楚志刚, 田云芳. 蕙兰一个PEBP家族基因的克隆及生物信息学分析[J]. 浙江农业学报, 2022, 34(8): 1679-1691. |
[5] | 刘鹏程, 张继, 邱淦远, 龚俞, 李雪松, 李维, 张依裕, 刘若余. 关岭牛TBC1D7基因单核苷酸多态性筛查及生物信息学分析[J]. 浙江农业学报, 2022, 34(7): 1402-1411. |
[6] | 李文辰, 刘鑫, 齐泽铮, 于璐, 王芳. 灰皮支黑豆GmPUB24基因的生物信息学与胞囊线虫诱导表达分析[J]. 浙江农业学报, 2022, 34(6): 1124-1132. |
[7] | 李文翔, 王芳, 王舰. 马铃薯miR397的克隆及靶基因筛选[J]. 浙江农业学报, 2022, 34(6): 1141-1151. |
[8] | 刘凯, 谢楠, 郭炜, 马恒甲. 三角鲂MHCⅠα基因全长cDNA克隆与生物信息学分析[J]. 浙江农业学报, 2022, 34(6): 1162-1174. |
[9] | 夏煜琪, 孙宇, 刘志鑫, 孙瑞青, 杨楠, 蒲金基, 张贺. 杧果转录因子BES1s家族全基因组鉴定及生物信息学分析[J]. 浙江农业学报, 2022, 34(5): 984-994. |
[10] | 樊有存, 张红岩, 杨旭升, 韩芊, 刘玉皎, 武学霞. 蚕豆耐盐相关基因VfHKT1;1的克隆、生物信息学分析及表达特性[J]. 浙江农业学报, 2022, 34(4): 756-765. |
[11] | 李小兰, 张瑞, 郝兰兰, 王鸿. 桃NAC家族基因生物信息学分析及其响应低温胁迫的表达特征[J]. 浙江农业学报, 2022, 34(4): 766-780. |
[12] | 丁燕玲, 王鹏飞, 杨朝云, 周小南, 赵志艳, 张岩峰, 史远刚, 康晓龙. 牛miR-144靶基因预测与组织表达分析[J]. 浙江农业学报, 2022, 34(3): 471-479. |
[13] | 杨卫军, 董艳蕾, 吴秋芳, 张美玲, 韩丽滨, 张元臣. 棉蚜ATP合成酶基因AgoATPb的克隆与表达[J]. 浙江农业学报, 2022, 34(2): 329-336. |
[14] | 许金根, 靳二辉, 王重龙, 顾有方, 李庆岗. 猪CAST基因多态性与生物信息学分析[J]. 浙江农业学报, 2022, 34(1): 17-23. |
[15] | 叶靖, 杨元玲, 史庆秋, 吴龙飞, 宋国涛. 杜仲miR172基因家族的生物信息学分析与功能预测[J]. 浙江农业学报, 2022, 34(1): 70-78. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||