Dualex便攜式智能氣象-葉綠素-花青素-黃酮醇測(cè)量?jī)x

在氣候變化的背景下，鷹嘴豆（Cicer arietinum L.）繁殖期的熱應(yīng)激導(dǎo)致了顯著的產(chǎn)量損失。為了確定與熱應(yīng)激耐受性相關(guān)的基因組區(qū)域，使用測(cè)序基因分型方法對(duì)源自DCP 92-3（熱敏感）和ICCV 92944（熱耐受）的重組自交系群體進(jìn)行基因分型，并在正常和晚播或熱應(yīng)激環(huán)境下連續(xù)兩年（2017年和2018年）進(jìn)行評(píng)估。構(gòu)建了包含788個(gè)單核苷酸多態(tài)性標(biāo)記的高密度遺傳圖譜，標(biāo)記跨度為1125cm。利用復(fù)合區(qū)間作圖，13個(gè)性狀中的12個(gè)共鑒定出77個(gè)qtl（37個(gè)主效qtl和40個(gè)副效qtl）。CaLG07上的一個(gè)基因組區(qū)域包含數(shù)量性狀位點(diǎn)（QTL），解釋了從結(jié)莢到結(jié)莢的天數(shù)、100粒重的表型變異>30%，解釋了>10%PVE的氮平衡指數(shù)。此外，我們還報(bào)道了性狀（葉綠素含量、氮平衡指數(shù)、歸一化差異營(yíng)養(yǎng)指數(shù)和細(xì)胞膜穩(wěn)定性等生理性狀）的主要QTL。此外，QTL區(qū)域中編碼熱休克蛋白基因、熱休克轉(zhuǎn)錄因子的32個(gè)候選基因與花粉特異性基因以及開花時(shí)間調(diào)控有關(guān)。本研究報(bào)告的主要QTL經(jīng)驗(yàn)證后，可能有助于開發(fā)耐熱優(yōu)良品系或品種的分子育種。

關(guān)鍵詞：鷹嘴豆、熱應(yīng)激、測(cè)序基因分型、歸一化差異植被指數(shù)、結(jié)莢天數(shù)

Major QTLs and Potential Candidate Genes for Heat Stress Tolerance Identified in Chickpea (Cicer arietinum L.) 

In the context of climate change, heat stress during the reproductive stages of chickpea (Cicer arietinum L.) leads to significant yield losses. In order to identify the genomic regions responsible for heat stress tolerance, a recombinant inbred line population derived from DCP 92-3 (heat sensitive) and ICCV 92944 (heat tolerant) was genotyped using the genotyping-by-sequencing approach and evaluated for two consecutive years (2017 and 2018) under normal and late sown or heat stress environments. A high-density genetic map comprising 788 single-nucleotide polymorphism markers spanning 1,125 cM was constructed. Using composite interval mapping, a total of 77 QTLs (37 major and 40 minor) were identified for 12 of 13 traits. A genomic region on CaLG07 harbors quantitative trait loci (QTLs) explaining >30% phenotypic variation for days to pod initiation, 100 seed weight, and for nitrogen balance index explaining >10% PVE. In addition, we also reported for the first time major QTLs for proxy traits (physiological traits such as chlorophyll content, nitrogen balance index, normalized difference vegetative index, and cell membrane stability). Furthermore, 32 candidate genes in the QTL regions that encode the heat shock protein genes, heat shock transcription factors, are involved in flowering time regulation as well as pollen-specific genes. The major QTLs reported in this study, after validation, may be useful in molecular breeding for developing heat-tolerant superior lines or varieties.

Keywords: chickpea, heat stress, genotyping-by-sequencing, normalized difference vegetation index, days to pod initiation

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