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作物学报 ›› 2026, Vol. 52 ›› Issue (4): 1006-1021.doi: 10.3724/SP.J.1006.2026.53063

所属专题: 玉米:遗传育种·种质资源·分子遗传学

• 作物遗传育种·种质资源·分子遗传学 • 上一篇    下一篇

玉米根尖及整根响应缺铁的转录组比较研究

杨亚莉(), 徐明睿, 马越飞, 海艺蕊, 刘凯栋, 刘万茂, 孙颖*()   

  1. 宁夏大学农学院, 宁夏银川 750021
  • 收稿日期:2025-08-16 接受日期:2026-01-22 出版日期:2026-04-12 网络出版日期:2026-02-05
  • 通讯作者: *孙颖, E-mail: sunying@nxu.edu.cn
  • 作者简介:E-mail: 18394471072@163.com
  • 基金资助:
    宁夏粮食作物种质创制与生长调控科技创新团队项目(2022BSB03109);国家自然科学基金项目(32260442);宁夏大学研究生创新项目(CXXM2024-09)

Comparative transcriptome analysis of maize root tips and whole roots in response to iron deficiency

Yang Ya-Li(), Xu Ming-Rui, Ma Yue-Fei, Hai Yi-Rui, Liu Kai-Dong, Liu Wan-Mao, Sun Ying*()   

  1. College of Agriculture, Ningxia University, Yinchuan 750021, Ningxia, China
  • Received:2025-08-16 Accepted:2026-01-22 Published:2026-04-12 Published online:2026-02-05
  • Contact: *E-mail: sunying@nxu.edu.cn
  • Supported by:
    Ningxia Grain Crop Germplasm Creation and Growth Regulation Science and Technology Innovation Team Project(2022BSB03109);National Natural Science Foundation of China(32260442);Ningxia University Postgraduate Innovation Program(CXXM2024-09)

摘要:

根系响应缺铁的转录组研究多基于整个地下部根系或整根混合样本, 这会导致根尖强烈的转录变化信号被平均化。为解析玉米初生根根尖及整根响应缺铁胁迫的空间转录组特征, 揭示铁吸收与稳态调控的空间分工, 本研究以玉米自交系B73为材料, 设置对照组(25 μmol L-1 Fe-EDTA)与缺铁组(0 μmol L-1 Fe-EDTA) 2个处理, 对三叶期幼苗初生根的根尖(0~2 cm)和整根进行RNA-seq转录组测序。结合差异表达基因(differentially expressed genes, DEGs)分析、多层次基因功能富集分析、加权共表达网络分析(weighted gene co-expression network analysis, WGCNA)及qRT-PCR验证, 系统比较根尖和整根响应缺铁的分子机制。结果显示, 根尖鉴定到4206个DEGs (上调2450个), 显著多于整根(325个, 上调84个), 表明根尖是铁响应的核心区域。功能富集分析表明, 根尖主要激活核糖体组装和TCA循环等代谢通路; 而整根则显著富集于木质素合成、抗氧化防御等过程。多个次生代谢通路, 如苯丙烷生物合成、各种植物次生代谢物的生物合成、类黄酮生物合成, 在初生根不同部位显著富集, 提示次生代谢物通过多途径参与铁稳态调控。铁载体生物合成基因负责麦根酸(mugineic acids, MAs)类植物铁载体(phytosiderophore, PS)合成与铁螯合, 其在根尖中被特异性诱导。多数关键转运蛋白基因在整根中显著表达, 其中, 天然抗性相关巨噬蛋白2 (natural resistance-associated macrophage protein 2)编码基因NRAMP2和黄色条纹蛋白12 (yellow stripe-like protein12)编码基因YSL12在整根中表达上调, 促进了玉米体内铁运输。此外, 多个调控铁稳态的bHLH家族转录因子也在整根显著表达, 暗示其可能在协调铁吸收与再分配过程中发挥作用。本研究阐明了初生根铁响应的空间转录特征, 揭示了玉米初生根通过根尖主导铁载体合成, 整根负责铁转运与应对缺铁的系统防御, 并发现了具有空间特异性的基因与通路, 为理解玉米根系对缺铁胁迫的分子机制提供见解。

关键词: 玉米, 初生根, 缺铁胁迫, 转录组分析, 空间特异性

Abstract:

Transcriptomic studies investigating root responses to iron (Fe) deficiency have typically used entire underground root systems or mixed whole-root samples, which can dilute the strong transcriptional signals originating from root tips. To uncover the spatially resolved transcriptomic features of Fe deficiency responses in maize primary roots and elucidate the spatial division of labor in Fe uptake and homeostasis, we employed the maize inbred line B73. Seedlings at the three-leaf stage were grown under control (25 μmol L-1 Fe-EDTA) or Fe-deficient (0 μmol L-1 Fe-EDTA) conditions. RNA sequencing (RNA-seq) was performed on root tips (0-2 cm) and whole primary roots. An integrated analysis—including differentially expressed genes (DEGs), multi-level gene function enrichment, weighted gene co-expression network analysis (WGCNA), and qRT-PCR validation—was used to systematically compare the molecular mechanisms of Fe deficiency responses between root tips and whole roots. A total of 4206 DEGs (2450 upregulated) were identified in root tips, substantially more than the 325 DEGs (84 upregulated) found in whole roots, highlighting root tips as the key region for Fe sensing and response. Functional enrichment analysis revealed that root tips primarily activated metabolic pathways such as ribosome assembly and the TCA cycle, while whole roots were significantly enriched in processes including lignin biosynthesis and antioxidant defense. Several secondary metabolite biosynthesis pathways—including phenylpropanoid biosynthesis, various plant secondary metabolite biosynthesis, and flavonoid biosynthesis—were enriched in distinct root regions, suggesting diverse roles of secondary metabolites in Fe homeostasis. Genes involved in siderophore biosynthesis were specifically induced in root tips, supporting the synthesis of mugineic acids (MAs), the main phytosiderophores (PS) in grasses, and subsequent Fe chelation. Key transporter genes, such as natural resistance-associated macrophage protein 2 (NRAMP2) and yellow stripe-like protein 12 (YSL12), were predominantly expressed and upregulated in whole roots, facilitating Fe translocation within the plant. Additionally, several bHLH family transcription factors, known regulators of Fe homeostasis, were highly expressed in whole roots, indicating their potential role in coordinating Fe uptake and redistribution. This study delineates the spatially partitioned transcriptional landscape of Fe deficiency responses in primary roots, revealing a strategy in which root tips dominate PS biosynthesis, while whole roots coordinate Fe transport and systemic defense. The identification of spatially specific genes and pathways provides new insights into the molecular mechanisms underlying maize root adaptation to Fe deficiency stress.

Key words: Zea mays L., primary root, iron deficiency stress, transcriptomic analysis, spatial specificity

表1

实时荧光定量PCR引物序列"

基因名称
Gene name
基因ID
Gene ID
正向引物
Forward primer (5′-3′)
反向引物
Reverse primer (5′-3′)
ZmACT1 Zm00001d010159 ACCTCTTCGAGCAGAATAGTTG CCTTGACCATTCCAGTGCCA
ZmGAPDH2 Zm00001d035156 CCTACCTCTCCAGCATCCTCC TTCCGATCTTGATCTTGCCCAT
ZmDMAS1 Zm00001d028360 TCTTCGTCACGTCCAAGGTCT GTATTCCATCTGGAGATTGCTGAG
ZmENA1 Zm00001d052532 TCATCCCATTCGCTGTGCTC AGCAATGGCGAGGCAGAATA
ZmNRAMP5 Zm00001d019327 ATCCTGGCAACTTGGAGACG GAGGCCAATGAGGATCACCC
ZmYS1 Zm00001d017429 GTGCTACCAACAGAGTGGCA ATGATGACCGCTGAGACGAC
ZmYSL12 Zm00001d025887 TGGACTGCAGGGTTACAGGGTT GCGAATGAGCACCTTCACGA
ZmTOM1 Zm00001d041111 TACGCTGGTTTTCTTGGTGC GCTTCCTTCCGACACGATCA
ZmFIT Zm00001d004007 TGTTTCCGGGTGGAGACCT CCTAATTGTCCCCTCCCCTTG
ZmIRO2 Zm00001d011847 AGCCTCCATCTTCAGAGAAGTCA CATGCGCCAGCACACTCC
ZmPYE Zm00001d029339 GACTGTGCGCCTTCCTAAGT CCTCCTCTCTACCTTCCTGGAT

图1

缺铁胁迫对玉米幼苗表型、生长及叶绿素含量的影响 A: 玉米幼苗在正常供铁(CK)和缺铁处理(-Fe)下的表型; B: 正常供铁(CK)和缺铁处理(-Fe)对玉米地上部鲜重、地上部干重、根系鲜重和根系干重的影响; C: 正常供铁(CK)和缺铁处理(-Fe)对玉米叶绿素含量的影响。CK: 正常供铁处理; -Fe: 缺铁处理; ns表示无显著差异; ****表示差异极显著。"

表2

玉米初生根不同样本转录组测序数据质量分析"

处理
Treatment
原始读段
Raw reads
有效读段
Clean reads
原始碱基数
Raw bases
高质量碱基数
Clean bases
Root_CK1 47.12 46.80 (99.32%) 7.02 6.98 (99.43%)
Root_CK2 47.86 47.46 (99.16%) 7.12 7.06 (99.16%)
Root_CK3 46.92 46.51 (99.13%) 6.98 6.92 (99.14%)
Root_-Fe1 46.88 46.58 (99.35%) 6.99 6.95 (99.43%)
Root_-Fe2 47.26 46.90 (99.23%) 7.04 6.98 (99.15%)
Root_-Fe3 46.83 46.46 (99.20%) 6.97 6.92 (99.28%)
Tip_CK1 46.22 44.97 (97.30%) 6.77 6.58 (97.19%)
Tip_CK2 48.56 47.26 (97.32%) 7.12 6.93 (97.33%)
Tip_CK3 46.71 45.52 (97.45%) 6.84 6.67 (97.51%)
Tip_-Fe1 41.13 39.99 (97.24%) 6.01 5.85 (97.34%)
Tip_-Fe2 50.13 48.45 (96.65%) 7.28 7.04 (96.70%)
Tip_-Fe3 41.06 40.07 (97.57%) 6.02 5.88 (97.67%)

表3

转录组数据与参考基因组比对结果"

处理
Treatment
总读段数
Total reads
单独匹配读段数及占比
Unique-mapped and
proportion of all
多重匹配读段数及占比
Multiple-mapped and
proportion of all
总匹配读段数及匹配度
Total-mapped and
proportion of all
基因数量
Gene
number
Root_CK1 46,801,268 44,404,454 (94.88%) 1,771,120 (3.78%) 46,175,574 (98.66%) 29,044
Root_CK2 47,456,152 45,003,702 (94.83%) 1,812,612 (3.82%) 46,816,314 (98.65%) 29,054
Root_CK3 46,514,244 43,924,332 (94.43%) 1,792,289 (3.85%) 45,716,621 (98.29%) 28,903
Root_-Fe1 46,579,498 44,093,238 (94.66%) 1,767,485 (3.79%) 45,860,723 (98.46%) 28,890
Root_-Fe2 46,897,748 44,180,525 (94.21%) 1,675,511 (3.57%) 45,856,036 (97.78%) 28,897
Root_-Fe3 46,457,514 44,105,061 (94.94%) 1,671,691 (3.60%) 45,776,752 (98.53%) 28,893
Tip_Ck1 44,974,496 42,484,726 (94.46%) 1,891,689 (4.21%) 44,376,415 (98.67%) 27,951
Tip_Ck2 47,263,302 44,275,065 (93.68%) 2,065,236 (4.37%) 46,340,301 (98.05%) 27,990
Tip_Ck3 45,517,552 42,942,088 (94.34%) 1,943,621 (4.27%) 44,885,709 (98.61%) 28,153
Tip_-Fe1 39,993,686 37,974,211 (94.95%) 1,440,835 (3.60%) 39,415,046 (98.55%) 28,144
Tip_-Fe2 48,449,490 45,319,605 (93.54%) 1,844,483 (3.81%) 47,164,088 (97.35%) 28,466
Tip_-Fe3 40,066,072 37,753,681 (94.23%) 1,448,787 (3.62%) 39,202,468 (97.84%) 27,686

图2

整根与根尖缺铁处理后转录水平上的变化 A: 样品主成分分析; B: 差异表达基因韦恩图; C: 差异表达基因柱状图。处理同表2。PC1: 第一主成分; PC2: 第二主成分。"

图3

整根及根尖缺铁处理后差异基因富集分析 A, C: 整根、根尖差异表达基因的GO富集图; B, D: 整根、根尖差异表达基因的KEGG富集图。富集得分越高, 富集程度越高; 点越大, 富集的基因数量越多; 点的颜色越红, 富集越显著。"

图4

关键通路基因集富集分析 A: 整根的基因集富集分析; B: 根尖的基因集富集分析。ES: 富集得分; NES: 归一化富集得分; FDR: 假阳性率。"

图5

加权基因共表达网络分析 A: 聚类树状图9个模块显示在分层聚类树上, 每个分支代表一个模块; B: 基因表达模块与根、根尖铁响应的相关性。红色和蓝色分别表示正相关和负相关, 相关系数和P值显示在每个单元格内。C, D: MEdarkmagenta模块基因的GO与KEGG分析; E, F: MEroyalblue模块基因的GO与KEGG分析。ME: 模块特异性基因。"

图6

铁稳态相关基因表达量热图 处理同表2。"

图7

差异表达基因qRT-PCR验证 以 ZmACT1 和 ZmGAPDH2 作为双内参基因进行归一化。基因相对表达量通过2-ΔΔCt法计算, 并以整根CK组中该基因的表达水平为基准(设定为1)。处理同表2。ns表示无显著差异; *、**、***、****分别表示在0.05、0.01、0.001、0.0001水平差异显著。"

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