scholarly journals Entailing the Next-Generation Sequencing and Metabolome for Sustainable Agriculture by Improving Plant Tolerance

2022 ◽  
Vol 23 (2) ◽  
pp. 651
Author(s):  
Muhammad Furqan Ashraf ◽  
Dan Hou ◽  
Quaid Hussain ◽  
Muhammad Imran ◽  
Jialong Pei ◽  
...  

Crop production is a serious challenge to provide food for the 10 billion individuals forecasted to live across the globe in 2050. The scientists’ emphasize establishing an equilibrium among diversity and quality of crops by enhancing yield to fulfill the increasing demand for food supply sustainably. The exploitation of genetic resources using genomics and metabolomics strategies can help generate resilient plants against stressors in the future. The innovation of the next-generation sequencing (NGS) strategies laid the foundation to unveil various plants’ genetic potential and help us to understand the domestication process to unmask the genetic potential among wild-type plants to utilize for crop improvement. Nowadays, NGS is generating massive genomic resources using wild-type and domesticated plants grown under normal and harsh environments to explore the stress regulatory factors and determine the key metabolites. Improved food nutritional value is also the key to eradicating malnutrition problems around the globe, which could be attained by employing the knowledge gained through NGS and metabolomics to achieve suitability in crop yield. Advanced technologies can further enhance our understanding in defining the strategy to obtain a specific phenotype of a crop. Integration among bioinformatic tools and molecular techniques, such as marker-assisted, QTLs mapping, creation of reference genome, de novo genome assembly, pan- and/or super-pan-genomes, etc., will boost breeding programs. The current article provides sequential progress in NGS technologies, a broad application of NGS, enhancement of genetic manipulation resources, and understanding the crop response to stress by producing plant metabolites. The NGS and metabolomics utilization in generating stress-tolerant plants/crops without deteriorating a natural ecosystem is considered a sustainable way to improve agriculture production. This highlighted knowledge also provides useful research that explores the suitable resources for agriculture sustainability.

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1508-1508
Author(s):  
Patricia Laura Rubio ◽  
Maria Sara Felice ◽  
Matias Juanes ◽  
Gabriel Veneruzzo ◽  
Francisco Martin Garcia ◽  
...  

Abstract Introduction Therapy-related acute myeloid leukemia (t-AML) and de novo AML (dnAML) are a group of aggressive diseases with poor outcome, in spite of recent advance in therapy. However, the alterations in different genes seems to be associated with this dismal prognosis. Recently, different groups have shown that t-AML in adult patients has a mutational profile distinct from dnAML. TP53 mutations were mostly described in t-AML. Next-generation sequencing (NGS) is a fast and accurate method used to demonstrate the presence of multiple alterations in several genes. The comparison of t-AML and dn-AML mutational profiles could be useful for improving our understanding of the molecular genetics events and in the outcome of each group as well. Objectives: 1-To describe the incidence of pathogenic variants in t-AML and dn-AML using a customized NGS panel, 2-to study correlations of these mutations with classical genetic features in each group of AMLs, 3-to compare the mutational profile of both diseases, and 4-to evaluate the prognostic impact of these mutations. Patients and Methods A total of 136 available DNA samples from non-APL dn-AML and 11 t-AML pediatric patients were retrospectively analyzed. The samples were sequenced on a Miseq (Illumina) platform, using a customized amplicon-based NGS panel (Illumina) including 65 genes. A total of 172,360 bp of DNA target regions were covered with 1,207 amplicons with a mean coverage of 1,308. Sequences obtained were analyzed by in-house bioinformatics pipeline, with particular analysis for NPM1, CEBPA and FLT3 genes, using Pindel and ITDseek algorithms. Results At least one pathogenic variant was detected in 100 out of 136 (74%) dn-AML analyzed cases, and 11 out of 11 (100%) t-AML patients. Overall, 317 mutations were found in 49 genes with a mean of 3.2 variants per patient for dn-AML, and 53 mutations in 26 genes with a mean of 4.8 variants per patient for t-AML. The most frequently mutated genes were: BCORL1 (5.4%, p=ns), FLT3 (5.0%, p=ns), KMT2A (5.0%, p=ns), BCOR (4.7%, p=0.0126), RB1 (4.4%, p=ns) for dn-AML, and KDM6A (15.1%, p<0.00001), BCOR (9.4%), CUX1 (9.4%, p=0.0020), BCORL1 (5.7%), FLT3 (5.7%) for t-AML. TP53 mutations were only detected in 5 dnAML cases. In the group of patients with dnAML, the distribution of classical genetic abnormalities was: KMT2A/11q23 (24%), RUNX1-RUNX1T1 (22%), Normal karyotype (19%), CBFB-MYH11 (9%). The most frequent mutations in normal karyotype were: FLT3 (38.1%, p=0.0019), CEBPA (27.3%, p=0.0001), NPM1 (28.6%, p<0.00001) and WT1 (23.8%, p=0.0001). In the group of t-AML, the genetic features were: KMT2A/11q23 (45%, p=ns) and Normal karyotype (9%, p=ns). CBFA2T2 mutation was statistically associated with the presence of RUNX1-RUNX1T1 in dn-AML (p=0.0002). No other significant association between variants and genetic groups was observed. Complete remission was achieved in 92% of cases in dn-AML and 72% in t-AML (median follow-up: 21 and 5 months respectively). Leukemia-free survival probability (LFSp) was 60(5)% [High-Risk: 55(6)%; Low-Risk: 71(10)%] for dn-AML and 13(11)% for t-AML (p=0.0008). In dn-AML group, LFSp(SE) of patients with at least one deleterious variant was 60(6)%, whereas those without any variant showed LFSp(SE): 58(10)(p=ns). In the normal karyotype group, the genotype NPM1/CEBPA-mutated plus FLT3/WT1-wild-type disclosed a LFSp(SE) of 86(13)% while remaining patients showed a LFSp(SE) of 42(14)% (p=ns). Conclusions We describe the incidence of mutations detected by NGS in a series of pediatric t-AML and dn-AML in our country. In spite of the limited number of patients, the mutation profile of t-AML seems to be different from the de novo counterpart. BCOR mutations were significantly associated with dn-AML cases, while KDM6A and CUX1 variants with t-AML patients. In contrast with adult reports, non TP53 mutations were observed in our group of t-AML patients. There was a significantly higher incidence of mutations in FLT3, CEBPA, NPM1 and WT1 within the normal karyotype group of dn-AML. The combined genotype NPM1/CEBPA-mutated plus FLT3/WT1-wild-type showed a trend to a better LFSp in dn-AML. The molecular genetic profile characterization of these heterogeneous diseases allows expansion of our understanding about the leukemogenic mechanisms involved. Disclosures No relevant conflicts of interest to declare.


Author(s):  
Takuya Shimizu ◽  
Tadakazu Kondo ◽  
Yasuhito Nannya ◽  
Mizuki Watanabe ◽  
Toshio Kitawaki ◽  
...  

2014 ◽  
Vol 12 (S1) ◽  
pp. S83-S86 ◽  
Author(s):  
Yul-Kyun Ahn ◽  
Swati Tripathi ◽  
Young-Il Cho ◽  
Jeong-Ho Kim ◽  
Hye-Eun Lee ◽  
...  

Next-generation sequencing technique has been known as a useful tool for de novo transcriptome assembly, functional annotation of genes and identification of molecular markers. This study was carried out to mine molecular markers from de novo assembled transcriptomes of four chilli pepper varieties, the highly pungent ‘Saengryeg 211’ and non-pungent ‘Saengryeg 213’ and variably pigmented ‘Mandarin’ and ‘Blackcluster’. Pyrosequencing of the complementary DNA library resulted in 361,671, 274,269, 279,221, and 316,357 raw reads, which were assembled in 23,607, 19,894, 18,340 and 20,357 contigs, for the four varieties, respectively. Detailed sequence variant analysis identified numerous potential single-nucleotide polymorphisms (SNPs) and simple sequence repeats (SSRs) for all the varieties for which the primers were designed. The transcriptome information and SNP/SSR markers generated in this study provide valuable resources for high-density molecular genetic mapping in chilli pepper and Quantitative trait loci analysis related to fruit qualities. These markers for pepper will be highly valuable for marker-assisted breeding and other genetic studies.


BMC Genomics ◽  
2018 ◽  
Vol 19 (1) ◽  
Author(s):  
Louis T. Dang ◽  
Markus Tondl ◽  
Man Ho H. Chiu ◽  
Jerico Revote ◽  
Benedict Paten ◽  
...  

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