Haplotype

单倍型
  • 文章类型: Journal Article
    FTO基因属于非血红素Fe(II)和2氧戊二酸依赖性双加氧酶超家族。FTO基因的第一个内含子内的多态性已在各种人群中进行了检查,产生不同的发现。本研究旨在确定两种内含子多态性FTO30685T/G(rs17817449)和-23525T/A(rs9939609)对旁遮普邦肥胖风险的影响,印度。
    对671名无关参与者(肥胖=333和非肥胖=338)(年龄≥18岁)进行了基因型和生化分析。通过PCR-RFLP方法进行多态性的基因分型。然而,通过Sanger测序对50%的样品进行测序。
    两种FTO变体30685(TTvsGG:赔率比(OR),2.30;95%置信区间(CI),1.39-3.79)和-23525(TTvsAA:赔率比(OR),2.78;95%置信区间(CI),1.37-5.64)通过授予2次和3次,显示出肥胖的实质性风险,分别。通过逻辑回归分析显示,在隐性遗传模型下,变体30685T/G(rs17817449)和-23525T/A(rs9939609)(OR=2.29;95CI:1.47-3.57)和(OR=5.25;95%CI:2.68-10.28)均存在显着关联,分别。单倍型组合TA(30685;-23525)发展肥胖的4倍风险(P=0.0001)。在肥胖者中,30685T/G的G等位基因和-23525T/A的A-等位基因显示体重指数(BMI)的差异,腰围(WC),腰围与身高比(WHtR),收缩压(SBP),舒张压(DBP)和甘油三酯(TG)。
    本研究表明,FTO30685T/G(rs17817449)和-23525T/A(rs9939609)多态性对该人群中个体的肥胖易感性具有关键影响。
    UNASSIGNED: FTO gene belongs to the non-heme Fe (II) and 2 oxoglutarate-dependent dioxygenase superfamily. Polymorphisms within the first intron of the FTO gene have been examined across various populations, yielding disparate findings.The present study aimed to determine the impact of two intronic polymorphisms FTO 30685T/G (rs17817449) and -23525T/A (rs9939609) on the risk of obesity in Punjab, India.
    UNASSIGNED: Genotypic and biochemical analysis were done for 671 unrelated participants (obese=333 and non-obese=338) (age≥18 years). Genotyping of the polymorphisms was done by PCR-RFLP method. However, 50% of the samples were sequenced by Sanger sequencing.
    UNASSIGNED: Both the FTO variants 30685 (TT vs GG: odds ratio (OR), 2.30; 95% confidence interval (CI), 1.39-3.79) and -23525 (TT vs AA: odds ratio (OR), 2.78; 95% confidence interval (CI), 1.37-5.64) showed substantial risk towards obesity by conferring it 2 times and 3 times, respectively. The analysis by logistic regression showed a significant association for both the variants 30685T/G (rs17817449) and -23525T/A (rs9939609) (OR=2.29; 95%CI: 1.47-3.57) and (OR=5.25; 95% CI: 2.68-10.28) under the recessive genetic model, respectively. The haplotype combination TA (30685; -23525) develops a 4 times risk for obesity (P=0.0001). Among obese, the G allele of 30685T/G and A- allele of -23525T/A showed variance in Body mass index (BMI), waist circumference (WC), waist-to-height ratio(WHtR), systolic blood pressure (SBP), diastolic blood pressure (DBP) and triglyceride(TG).
    UNASSIGNED: The present investigation indicated that both the FTO 30685T/G (rs17817449) and -23525T/A (rs9939609) polymorphisms have a key impact on an individual\'s vulnerability to obesity in this population.
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  • 文章类型: Journal Article
    背景:人类白细胞抗原G(HLA-G)是参与免疫调节和耐受的关键蛋白。而系统性红斑狼疮(SLE)是一种受遗传和环境因素影响的多方面自身免疫性疾病。研究表明,HLA-G的变异和突变可能会影响SLE的发展。目的:探讨HLA-G基因3'非翻译区(UTR)多态性与SLE的关系。方法:采用聚合酶链反应扩增靶序列,分析100例SLE患者和100例对照者的DNA。确定等位基因和基因型频率,和单倍型使用Haploviewv.4.2软件进行评估,计算出连锁不平衡。结果:研究结果表明,+2960Ins等位基因与SLE的危险因素显著相关,Del等位基因显示出保护作用。此外,+3010C等位基因和+3187A等位基因在等位基因和基因型水平均与SLE显著相关.+3142GG纯合子在基因型水平上与SLE显著相关。单倍型分析确定UTR-2单倍型是SLE的危险因素,而UTR-1单倍型是保护性的,阐明影响SLE风险的遗传因素。结论:本研究强调了HLA-G基因3'-UTR多态性在SLE易感性中的重要性,表明它们作为诊断或治疗靶点的潜力。
    Background: Human leukocyte antigen-G (HLA-G) is a pivotal protein involved in immune regulation and tolerance, while systemic lupus erythematosus (SLE) is a multifaceted autoimmune condition influenced by genetic and environmental factors. Research indicates that variations and mutations in HLA-G may impact SLE development. Objective: This study aimed to explore the relationship between polymorphisms in the 3\'-untranslated region (UTR) of the HLA-G gene and SLE. Methods: DNA from 100 SLE patients and 100 controls was analyzed using polymerase chain reaction to amplify the target sequence. Allele and genotype frequencies were determined, and haplotypes were assessed using Haploview v.4.2 software, with linkage disequilibrium calculated. Results: Findings revealed that the +2960 Ins allele was significantly linked to SLE as a risk factor, with the Del allele showing a protective effect. In addition, the +3010C allele and +3187A allele were significantly associated with SLE at both allele and genotype levels. The +3142 GG homozygote was notably linked to SLE at the genotype level. Haplotype analysis identified UTR-2 haplotypes as risk factors for SLE, whereas the UTR-1 haplotype was protective, shedding light on genetic factors influencing SLE risk. Conclusion: This study underscores the importance of HLA-G gene 3\'-UTR polymorphisms in SLE susceptibility, suggesting their potential as diagnostic or therapeutic targets.
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  • 文章类型: Journal Article
    全基因组关联研究通常评估常染色体,有时评估X染色体,但很少考虑Y染色体或线粒体染色体。我们对异质大鼠(Rattusnorvegicus)的Y和线粒体染色体进行了基因分型,由八个近交系产生的近交种群。我们在8个创始人中鉴定了8个不同的Y和4个不同的线粒体染色体。然而,在我们的现代异质储备大鼠种群(81-97代)中,仅观察到两种类型的每种非重组染色体。尽管样本量相对较大,几乎没有明显的行为关联,生理,代谢组,或微生物组性状校正多重比较后。然而,Y染色体和线粒体染色体都与位于这些染色体上的一些基因的表达密切相关,这提供了一个积极的控制。我们的结果表明,在现代异质储备大鼠中,没有强烈影响行为或生理特征的Y和线粒体染色体差异。这些结果不涉及其他祖先Y和线粒体染色体,不出现在现代异质股票大鼠,它们也没有解决其他老鼠种群中可能存在的影响,或其他物种。
    Genome-wide association studies typically evaluate the autosomes and sometimes the X Chromosome, but seldom consider the Y or mitochondrial Chromosomes. We genotyped the Y and mitochondrial Chromosomes in heterogeneous stock rats (Rattus norvegicus), an outbred population created from eight inbred strains. We identified 8 distinct Y and 4 distinct mitochondrial Chromosomes among the 8 founders. However, only two types of each nonrecombinant chromosome were observed in our modern heterogeneous stock rat population (generations 81-97). Despite the relatively large sample size, there were virtually no significant associations for behavioral, physiological, metabolome, or microbiome traits after correcting for multiple comparisons. However, both Y and mitochondrial Chromosomes were strongly associated with expression of a few genes located on those chromosomes, which provided a positive control. Our results suggest that within modern heterogeneous stock rats there are no Y and mitochondrial Chromosomes differences that strongly influence behavioral or physiological traits. These results do not address other ancestral Y and mitochondrial Chromosomes that do not appear in modern heterogeneous stock rats, nor do they address effects that may exist in other rat populations, or in other species.
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  • 文章类型: Journal Article
    HLA-C*07:02:81与HLA-C*07:02:01的不同之处在于外显子3中位置465(C→A)处的一个核苷酸取代。
    HLA-C*07:02:81 differs from HLA-C*07:02:01:01 by one nucleotide substitution at position 465 (C→A) in exon 3.
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  • 文章类型: Journal Article
    背景:短读测序分析偶尔报道了带有包膜区域缺失的缺陷性丙型肝炎病毒(HCV)基因组。然而,此类HCV缺失的临床和病毒学细节尚未完全阐明.
    方法:我们通过结合第三代纳米孔测序和滚环扩增(RCA),开发了一种高度精确的全长HCV基因单分子测序系统,并通过对21例HCV基因型1b慢性感染患者的分析,研究了HCV缺失的特征。
    结果:21例患者中有5例,检测到有缺陷的HCV基因组,从E1到NS2区域缺失约2000bp,读取频率为34-77%,提示共感染的完整HCV的反式互补。HCV缺失仅在失代偿期肝硬化(5/12患者)中发现,在9例代偿患者中未观察到HCV缺失。比较缺失和完全HCV之间的氨基酸取代(DAS,删除相关替换),缺失HCV在NS5A的ISDR(干扰素敏感性决定区)中显示出更高的氨基酸突变,以及NS2的TMS(跨膜片段)3至H(螺旋)2区域。
    结论:带包膜基因缺失的HCV基因组缺陷与失代偿期肝硬化相关。HCV缺失似乎易受先天免疫的影响,如内源性干扰素与NS5A突变,通过缺失包膜蛋白逃避获得性免疫,具有NS2突变对复制能力的潜在调节。这些突变与HCV缺失引起的肝损伤之间的关系值得研究。
    BACKGROUND: Defective hepatitis C virus (HCV) genomes with deletion of the envelope region have been occasionally reported by short-read sequencing analyses. However, the clinical and virological details of such deletion HCV have not been fully elucidated.
    METHODS: We developed a highly accurate single-molecule sequencing system for full-length HCV genes by combining the third-generation nanopore sequencing with rolling circle amplification (RCA) and investigated the characteristics of deletion HCV through the analysis of 21 patients chronically infected with genotype-1b HCV.
    RESULTS: In 5 of the 21 patients, a defective HCV genome with approximately 2000 bp deletion from the E1 to NS2 region was detected, with the read frequencies of 34-77%, suggesting the trans-complementation of the co-infecting complete HCV. Deletion HCV was found exclusively in decompensated cirrhosis (5/12 patients), and no deletion HCV was observed in nine compensated patients. Comparing the amino acid substitutions between the deletion and complete HCV (DAS, deletion-associated substitutions), the deletion HCV showed higher amino acid mutations in the ISDR (interferon sensitivity-determining region) in NS5A, and also in the TMS (transmembrane segment) 3 to H (helix) 2 region of NS2.
    CONCLUSIONS: Defective HCV genome with deletion of envelope genes is associated with decompensated cirrhosis. The deletion HCV seems susceptible to innate immunity, such as endogenous interferon with NS5A mutations, escaping from acquired immunity with deletion of envelope proteins with potential modulation of replication capabilities with NS2 mutations. The relationship between these mutations and liver damage caused by HCV deletion is worth investigating.
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  • 文章类型: Journal Article
    遗传疾病是由DNA编码的遗传信息的改变引起的,导致对生物体的健康和活力的潜在有害影响。在牛种群中,以常染色体隐性方式遗传的遗传条件通常与特定品种有关。近年来,在荷斯坦牛中发现了几种隐性单倍型和一些致病突变:CDH(荷斯坦胆固醇缺乏症),在荷斯坦(HH1,HH3,HH4,HH5,HH6和HH7)中具有纯合缺陷的单倍型,BLAD(牛白细胞粘附缺陷)和DUMPS(尿苷一磷酸合酶缺陷)。所有这些疾病都以常染色体隐性方式遗传。从育种的角度来看,隐性突变特别表现出相当大的有害影响,对育种者来说是一个重大问题,使他们遭受经济损失。个体突变可在妊娠的任何阶段导致胚胎死亡。只有遗传研究和有意识地选择动物进行交配,才能减少携带者的数量并消除种群中的突变。
    Genetic disorders arise from alterations in the hereditary information encoded in DNA, leading to potential detrimental effects on the well-being and vitality of organisms. Within the bovine population, genetic conditions inherited in an autosomal recessive manner are frequently associated with particular breeds. In recent years, several recessive haplotypes and a few causative mutations have been discovered in Holstein cattle: CDH (Holstein cholesterol deficiency), haplotypes with a homozygous deficiency in Holstein (HH1, HH3, HH4, HH5, HH6 and HH7), BLAD (bovine leukocyte adhesion deficiency) and DUMPS (deficiency of uridine monophosphate synthase). All of these diseases are inherited in an autosomal recessive manner. From a breeding perspective, recessive mutations specifically exhibit considerable detrimental effects and are a significant problem for breeders, exposing them to economic losses. Individual mutations can cause embryo death at any stage of pregnancy. Only genetic research and conscious selection of animals for mating will lead to a reduction in the number of carriers and elimination of mutations from the population.
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  • 文章类型: Journal Article
    已知胆固醇酯转移蛋白(CETP)基因的多态性与心血管风险增加密切相关。主要是通过它们对血脂的影响,从而对动脉粥样硬化的风险。对体力活动的急性心率反应(AHRR)与个体心血管健康密切相关。本研究旨在探讨CETP基因多态性对AHRR的影响。我们的分析检查了匈牙利人口607人中CETP基因中五个单核苷酸多态性(SNP;rs1532624,rs5882,rs708272,rs7499892和rs9989419)及其单倍型(H)与AHRR的关联。本研究中的个体AHRR使用YMCA3-min步骤测试进行评估,并估计为静息和运动后心率之间的差异,即,δ心率(ΔHR)。为了排除CETP基因对血脂谱的直接混杂作用,TG和HDL-C水平的调整,除了传统的风险因素,在统计分析中应用。在检查的五个SNP中,两个显示与较低的ΔHR显着相关(rs1532624-主要:B=-8.41,p<0.001;rs708272-主要:B=-8.33,p<0.001),并降低了不良AHRR的风险(rs1532624-主要:OR=0.44,p=0.004;rs708272-主要:OR=0.43,p=0.003)。在十种单倍型中,与参考单倍型(H1-AGACG)相比,两个显示出较低的ΔHR(H3-CAGCA:B=-6.81,p=0.003;H9-CGGCG:B=-14.64,p=0.015)和较低的不良AHRR风险(H3-CAGCA:OR=0.58,p=0.040;H9-CGGCG:OR=0.05,p=0.009我们的研究首次报道了CETP基因多态性与AHRR之间的显着关联。它还证实了CETP基因与心血管风险的关联是由运动反应的心率变化介导的,除了对血脂的影响。
    Polymorphisms in the cholesteryl ester transfer protein (CETP) gene are known to be strongly associated with increased cardiovascular risk, primarily through their effects on the lipid profile and consequently on atherosclerotic risk. The acute heart rate response (AHRR) to physical activity is closely related to individual cardiovascular health. This study aimed to investigate the effect of CETP gene polymorphisms on AHRR. Our analysis examines the association of five single nucleotide polymorphisms (SNPs; rs1532624, rs5882, rs708272, rs7499892, and rs9989419) and their haplotypes (H) in the CETP gene with AHRR in 607 people from the Hungarian population. Individual AHRR in the present study was assessed using the YMCA 3-min step test and was estimated as the difference between resting and post-exercise heart rate, i.e., delta heart rate (ΔHR). To exclude the direct confounding effect of the CETP gene on the lipid profile, adjustments for TG and HDL-C levels, next to conventional risk factors, were applied in the statistical analyses. Among the examined five SNPs, two showed a significant association with lower ΔHR (rs1532624-Cdominant: B = -8.41, p < 0.001; rs708272-Gdominant: B = -8.33, p < 0.001) and reduced the risk of adverse AHRR (rs1532624-Cdominant: OR = 0.44, p = 0.004; rs708272-Gdominant: OR = 0.43, p = 0.003). Among the ten haplotypes, two showed significant association with lower ΔHR (H3-CAGCA: B = -6.81, p = 0.003; H9-CGGCG: B = -14.64, p = 0.015) and lower risk of adverse AHRR (H3-CAGCA: OR = 0.58, p = 0.040; H9-CGGCG: OR = 0.05, p = 0.009) compared to the reference haplotype (H1-AGACG). Our study is the first to report a significant association between CETP gene polymorphisms and AHRR. It also confirms that the association of the CETP gene with cardiovascular risk is mediated by changes in heart rate in response to physical activity, in addition to its effect on lipid profile.
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  • 文章类型: Journal Article
    体型是鸭子的重要生长指标,是身体改善的主要选择标准。肉鸭的过快生长速度会导致体型过大,这可能会阻碍后续的加工和屠宰操作。然而,在肉鸭中只研究了一些与体型有关的分子标记。在这项研究中,我们进行了全基因组关联研究(GWAS),以确定影响体长(BL)的候选基因和QTL,龙骨长度(KBL),颈部长度(NL),北京鸭(Anasplatyrhynchosdomestica)的乳房宽度(BrW)。我们的结果表明,NL的重要SNP位于假基因内,而BrW的重要SNP位于基因间区域。更重要的是,我们的分析确定了与BL和KBL均显著相关的单倍型.这种单倍型,包含48个单核苷酸多态性(SNP),位于XKR4基因内。该单倍型的鉴定表明XKR4可能是影响北京鸭BL和KBL的关键候选基因。这些发现对北京鸭的育种和遗传改良具有重要意义,并为该物种的体型特征的遗传结构提供有价值的见解。
    Body size is an important growth indicator in ducks and is a primary selection criterion for physical improvement. An excessively rapid growth rate in meat ducks can result in excessive body size, which may hinder subsequent processing and slaughter operations. However, only a few molecular markers related to body size have been studied in meat ducks. In this study, we performed a genome-wide association study (GWAS) to identify candidate genes and QTLs affecting body length (BL), keel bone length (KBL), neck length (NL), and breast width (BrW) in Pekin ducks (Anas platyrhynchos domestica). Our results indicate the significant SNP for NL is located within a pseudogene, whereas the significant SNP for BrW is located in an intergenic region. More importantly, our analysis identified a haplotype that was significantly associated with both BL and KBL. This haplotype, containing 48 single-nucleotide polymorphisms (SNPs), is localized within the XKR4 gene. The identification of this haplotype suggests that XKR4 may be a key candidate gene influencing BL and KBL in Pekin ducks. These findings have important implications for the breeding and genetic improvement of Pekin ducks, and provide valuable insights into the genetic architecture of body size traits in this species.
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  • 文章类型: Journal Article
    背景:心血管疾病(CVD)是全球范围内主要的医学和社会经济挑战。有大量证据表明,CVD与复杂细胞因子网络引发的炎症变化密切相关。在这种情况下,白细胞介素10(IL-10)作为具有抗炎能力的多效性细胞因子起着重要作用。在这项研究中(ClinTrials.gov的一项子研究,标识符:NCT01045070),IL-10水平和IL-10单倍型(rs1800896/rs1800871/rs1800872)的预后相关性在心血管不良结局方面进行评估(联合终点:心肌梗死,中风/短暂性脑缺血发作,心脏死亡和中风死亡)在10年的随访中。
    方法:在基线时,纳入1002名CVD住院患者。利用流式细胞术(BD™细胞计数珠阵列)评估IL-10的血清水平。通过与序列特异性引物(PCR-SSP)的聚合酶链反应进行单倍型分析。
    结果:在生存分析中,在10年的随访中,IL-10单倍型未被证明是心血管预后因素(Breslow检验:p=0.423)。然而,较高的IL-10水平与不良心血管结局相关(Breslow检验:p=0.047).考虑调整后的风险比(HR)的生存分析无法证实这种相关性(Cox回归:调整后的HR=1.26,p=0.168)。
    结论:在本研究中,在CVD患者队列中,IL-10水平升高而非IL-10单倍型与不良心血管结局(10年随访)相关.
    BACKGROUND: Cardiovascular diseases (CVDs) represent major medical and socio-economic challenges worldwide. There is substantial evidence that CVD is closely linked to inflammatory changes triggered by a complex cytokine network. In this context, interleukin 10 (IL-10) plays an important role as a pleiotropic cytokine with an anti-inflammatory capacity. In this study (a substudy of ClinTrials.gov, identifier: NCT01045070), the prognostic relevance of IL-10 levels and IL-10 haplotypes (rs1800896/rs1800871/rs1800872) was assessed regarding adverse cardiovascular outcomes (combined endpoint: myocardial infarction, stroke/transient ischemic attack, cardiac death and death according to stroke) within a 10-year follow-up.
    METHODS: At baseline, 1002 in-patients with CVD were enrolled. Serum levels of IL-10 were evaluated utilizing flow cytometry (BD™ Cytometric Bead Array). Haplotype analyses were carried out by polymerase chain reactions with sequence-specific primers (PCR-SSP).
    RESULTS: In a survival analysis, IL-10 haplotypes were not proven to be cardiovascular prognostic factors in a 10-year follow-up (Breslow test: p = 0.423). However, a higher IL-10 level was associated with adverse cardiovascular outcomes (Breslow test: p = 0.047). A survival analysis considering adjusted hazard ratios (HRs) could not confirm this correlation (Cox regression: adjusted HR = 1.26, p = 0.168).
    CONCLUSIONS: In the present study, an elevated IL-10 level but not IL-10 haplotypes was linked to adverse cardiovascular outcomes (10-year follow-up) in a cohort of CVD patients.
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  • 文章类型: Journal Article
    干旱是影响作物产量的主要非生物胁迫。定位水稻的数量性状基因座(QTLs)和挖掘耐旱性基因对于识别基因功能和分子育种靶标具有重要意义。这里,我们使用来自Jileng1(干旱敏感)和Milyang23(耐旱性)的重组自交系种群进行了耐旱性的连锁分析。超高密度遗传图谱,以前由我们的研究小组使用全基因组测序的基因型数据构建,与2017-2019年田间干旱胁迫条件下种植的水稻的表型数据结合使用。确定了39个与叶片滚动指数和叶片枯萎程度相关的QTL,和QTL在除6号、10号和11号染色体以外的所有染色体上发现。在2017年干旱胁迫32天和46天后检测到qLWD4-1,解释了7.07-8.19%的表型变异。两个基因座,qLRI2-2和qLWD4-2是在2018年干旱胁迫29、42和57天后鉴定的。这些基因座解释了表型变异的10.59-17.04%和5.14-5.71%,分别。QTL区间内有281个基因。通过基因功能注释和表达分析,两个候选基因,Os04g0574600和OsCHR731被发现。定量逆转录PCR分析表明,这些基因在干旱胁迫下的表达水平明显高于正常,表明积极的调节。值得注意的是,Os04g0574600是新发现的耐旱基因。单倍型分析表明,RIL群体携带两个基因的两种单倍型(Hap1和Hap2)。携带Hap2的品系表现出比携带Hap1的品系显著或极其强的耐旱性,表明Hap2是一种优异的单倍型。在水稻种质资源中,Os04g0574600和OsCHR731分别有两种和三种单倍型。四川地方水稻资源比例高,云南,安徽,广东和福建两省都有Hap基因。在野生稻,50%的种质含有Os04g0574600的Hap1,50%携带Hap4;13.51%,59.46%和27.03%的野生稻分别含有Hap1,Hap2和Hap3。在粳稻资源中发现了Os04g0574600的Hap2。因此,Hap2在未来的粳稻抗旱育种中具有更大的利用潜力。
    Drought is a major abiotic stress affecting crop yields. Mapping quantitative trait loci (QTLs) and mining genes for drought tolerance in rice are important for identifying gene functions and targets for molecular breeding. Here, we performed linkage analysis of drought tolerance using a recombinant inbred line population derived from Jileng 1 (drought sensitive) and Milyang 23 (drought tolerant). An ultra-high-density genetic map, previously constructed by our research team using genotype data from whole-genome sequencing, was used in combination with phenotypic data for rice grown under drought stress conditions in the field in 2017-2019. Thirty-nine QTLs related to leaf rolling index and leaf withering degree were identified, and QTLs were found on all chromosomes except chromosomes 6, 10, and 11. qLWD4-1 was detected after 32 days and 46 days of drought stress in 2017 and explained 7.07-8.19% of the phenotypic variation. Two loci, qLRI2-2 and qLWD4-2, were identified after 29, 42, and 57 days of drought stress in 2018. These loci explained 10.59-17.04% and 5.14-5.71% of the phenotypic variation, respectively. There were 281 genes within the QTL interval. Through gene functional annotation and expression analysis, two candidate genes, Os04g0574600 and OsCHR731, were found. Quantitative reverse transcription PCR analysis showed that the expression levels of these genes were significantly higher under drought stress than under normal conditions, indicating positive regulation. Notably, Os04g0574600 was a newly discovered drought tolerance gene. Haplotype analysis showed that the RIL population carried two haplotypes (Hap1 and Hap2) of both genes. Lines carrying Hap2 exhibited significantly or extremely stronger drought tolerance than those carrying Hap1, indicating that Hap2 is an excellent haplotype. Among rice germplasm resources, there were two and three haplotypes of Os04g0574600 and OsCHR731, respectively. A high proportion of local rice resources in Sichuan, Yunnan, Anhui, Guangdong and Fujian provinces had Hap of both genes. In wild rice, 50% of accessions contained Hap1 of Os04g0574600 and 50% carried Hap4; 13.51%, 59.46% and 27.03% of wild rice accessions contained Hap1, Hap2, and Hap3, respectively. Hap2 of Os04g0574600 was found in more indica rice resources than in japonica rice. Therefore, Hap2 has more potential for utilization in future drought tolerance breeding of japonica rice.
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