Naveed Muhammad, Ahsan Muhammad, Akram Hafiz M, Aslam Muhammad, Ahmed Nisar
Department of Plant Breeding and Genetics, University of AgricultureFaisalabad, Pakistan; Pulses Research Institute, Ayub Agricultural Research InstituteFaisalabad, Pakistan.
Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan.
Front Plant Sci. 2016 Jun 2;7:729. doi: 10.3389/fpls.2016.00729. eCollection 2016.
Incessant rise in ambient temperature is threatening sustainability of maize productions, worldwide. Breeding heat resilient synthetics/hybrids is the most economical tool while lack of knowledge of gene action controlling heat and yield relevant traits in maize is hampering progress in this regard. The current study, therefore, was conducted using analyses of generation mean and variance, and narrow sense heritability ([Formula: see text]) and genetic advance as percent of mean (GAM%). Initially, one hundred inbred lines were evaluated for cell membrane thermo-stability and grain yield per plant on mean day/night temperatures of 36.6°C/22.1°C in non-stressed (NS) and 42.7°C/25.7°C in heat-stressed (HS) conditions. From these, one tolerant (ZL-11271) and one susceptible (R-2304-2) genotypes were crossed to develop six basic generations, being evaluated on mean day/night temperatures of 36.1°C/22.8°C (NS) and 42.3°C/25.9°C (HS) in factorial randomized complete block design with three replications. Non-allelic additive-dominance genetic effects were recorded for most traits in both conditions except transpiration rate, being controlled by additive epistatic effects in NS regime. Dissection of genetic variance into additive (D), dominance (H), environment (E) and interaction (F) components revealed significance of only DE variances in HS condition than DE, DFE and DHE variances in NS regime which hinted at the potential role of environments in breeding maize for high temperature tolerance. Additive variance was high for majority of traits in both environments except ear length in NS condition where dominance was at large. Higher magnitudes of [Formula: see text] [Formula: see text] and GAM% for cell membrane thermo-stability, transpiration rate, leaf firing, ear length, kernels per ear and grain yield per plant in both regimes implied that simple selections might be sufficient for further improvement of these traits. Low-to-moderate GAM% for leaf temperature and 100-grain weight in both conditions revealed greater influence of genotype-environment interactions, indicating ineffective direct selection and advocating for further progeny testing. In conclusion, pyramiding of heritable genes imparting heat tolerance in maize is achievable through any conventional breeding strategy and generating plant material with lowest cellular injury and leaf firing, and higher transpiration rate, ear length, kernels per ear and grain yield per plant.
全球范围内,环境温度的持续上升正威胁着玉米生产的可持续性。培育耐热的综合品种/杂交种是最经济的手段,然而,缺乏对控制玉米热量及产量相关性状的基因作用的了解阻碍了这方面的进展。因此,本研究通过世代均值和方差分析、狭义遗传力([公式:见正文])以及遗传进展占均值的百分比(GAM%)展开。最初,在非胁迫(NS)条件下,平均日/夜温度为36.6°C/22.1°C,在热胁迫(HS)条件下,平均日/夜温度为42.7°C/25.7°C,对100个自交系进行细胞膜热稳定性和单株籽粒产量评估。从中选取一个耐热基因型(ZL - 11271)和一个感热基因型(R - 2304 - 2)进行杂交,构建六个基础世代,并在36.1°C/22.8°C(NS)和42.3°C/25.9°C(HS)的平均日/夜温度下,采用析因随机完全区组设计,重复三次进行评估。除蒸腾速率外,两种条件下大多数性状均记录到非等位基因加性 - 显性遗传效应,在NS条件下蒸腾速率受加性上位性效应控制。将遗传方差分解为加性(D)、显性(H)、环境(E)和互作(F)成分,结果表明,与NS条件下的DE、DFE和DHE方差相比,HS条件下仅DE方差具有显著性,这暗示了环境在玉米高温耐受性育种中的潜在作用。除NS条件下穗长以显性作用为主外,两种环境下大多数性状的加性方差都较高。两种条件下,细胞膜热稳定性、蒸腾速率、叶片枯黄、穗长、穗粒数和单株籽粒产量的狭义遗传力([公式:见正文])和GAM%值较高,这意味着简单选择可能足以进一步改良这些性状。两种条件下,叶片温度和百粒重的GAM%值低至中等,表明基因型 - 环境互作影响较大,这意味着直接选择无效,需要进一步进行后代测试。总之,通过任何常规育种策略,都可以实现将赋予玉米耐热性的可遗传基因进行聚合,从而培育出细胞损伤和叶片枯黄程度最低、蒸腾速率、穗长、穗粒数和单株籽粒产量更高的植物材料。