Omics in Major Cereals: Applications, Challenges, and Prospects

Omics technologies, viz., genomics, transcriptomics, proteomics, metabolomics, and phenomics, are becoming an integral part of virtually every commercial cereal breeding program because they provide substantial dividends per unit time in both pre-breeding and breeding phases. Continuous advances in cereal-omics promise—in combination with time efficiency—the cost benefits. In this review, we provide a comprehensive overview of the established cereal-omics methods in five major cereals, viz., rice, sorghum, maize, barley, and bread wheat. We cover the evolution of technologies in each omics section independently and concentrate on their use to improve economically important agronomic as well as biotic and abiotic stress-related traits. Advancements in the (1) identification, mapping, and sequencing of molecular/structural variants, (2) high-density transcriptomics data to study gene expression patterns, (3) global and targeted proteome profiling to study protein structure and interaction, (4) metabolomic profiling to quantify organ level small-density metabolites and their composition, and (5) high-resolution high-throughput image-based phenomics approaches are surveyed in this review.

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Omics for the Improvement of Abiotic, Biotic, and Agronomic Traits in Major Cereal Crops: Applications, Challenges, and Prospects

Plants ◽

10.3390/plants10101989 ◽

2021 ◽

Vol 10 (10) ◽

pp. 1989

Author(s):

Balwinder Kaur ◽

Karansher S. Sandhu ◽

Roop Kamal ◽

Kawalpreet Kaur ◽

Jagmohan Singh ◽

...

Keyword(s):

Agronomic Traits ◽

Expression Patterns ◽

Cereal Crops ◽

Biotic And Abiotic Stress ◽

Crop Breeding ◽

Comprehensive Overview ◽

Metabolomic Profiling ◽

Study Gene Expression ◽

Transcriptomics Data ◽

Small Density

Omics technologies, namely genomics, transcriptomics, proteomics, metabolomics, and phenomics, are becoming an integral part of virtually every commercial cereal crop breeding program, as they provide substantial dividends per unit time in both pre-breeding and breeding phases. Continuous advances in omics assure time efficiency and cost benefits to improve cereal crops. This review provides a comprehensive overview of the established omics methods in five major cereals, namely rice, sorghum, maize, barley, and bread wheat. We cover the evolution of technologies in each omics section independently and concentrate on their use to improve economically important agronomic as well as biotic and abiotic stress-related traits. Advancements in the (1) identification, mapping, and sequencing of molecular/structural variants; (2) high-density transcriptomics data to study gene expression patterns; (3) global and targeted proteome profiling to study protein structure and interaction; (4) metabolomic profiling to quantify organ-level, small-density metabolites, and their composition; and (5) high-resolution, high-throughput, image-based phenomics approaches are surveyed in this review.

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Identification of Differentially Expressed Genes Using cDNA-AFLP During Six Days In Vitro Tuberization of Potato

Zuriat ◽

10.24198/zuriat.v14i1.6751 ◽

2015 ◽

Vol 14 (1) ◽

Author(s):

Nono Carsono ◽

Christian Bachem

Keyword(s):

Gene Expression ◽

Developmental Process ◽

Expression Patterns ◽

Induction Medium ◽

In Vitro Tuberization ◽

Storage Organ ◽

Developmentally Regulated ◽

Study Gene Expression ◽

Differential Pattern

Tuberization in potato is a complex developmental process resulting in the differentiation of stolon into the storage organ, tuber. During tuberization, change in gene expression has been known to occur. To study gene expression during tuberization over the time, in vitro tuberization system provides a suitable tool, due to its synchronous in tuber formation. An early six days axillary bud growing on tuber induction medium is a crucial development since a large number of genes change in their expression patterns during this period. In order to identify, isolate and sequencing the genes which displaying differential pattern between tuberizing and non-tuberizing potato explants during six days in vitro tuberization, cDNA-AFLP fingerprint, method for the visualization of gene expression using cDNA as template which is amplified to generate an RNA-fingerprinting, was used in this experiment. Seventeen primer combinations were chosen based on their expression profile from cDNA-AFLP fingerprint. Forty five TDFs (transcript derived fragment), which displayed differential expressions, were obtained. Tuberizing explants had much more TDFs, which developmentally regulated, than those from non tuberizing explants. Seven TDFs were isolated, cloned and then sequenced. One TDF did not find similarity in the current databases. The nucleotide sequence of TDF F showed best similarity to invertase ezymes from the databases. The homology of six TDFs with known sequences is discussed in this paper.

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Genome-Wide Transcriptomic Identification and Functional Insight of Lily WRKY Genes Responding to Botrytis Fungal Disease

Plants ◽

10.3390/plants10040776 ◽

2021 ◽

Vol 10 (4) ◽

pp. 776

Author(s):

Shipra Kumari ◽

Bashistha Kumar Kanth ◽

Ju young Ahn ◽

Jong Hwa Kim ◽

Geung-Joo Lee

Keyword(s):

Abiotic Stress ◽

Biotic Stress ◽

Developmental Stages ◽

Expression Patterns ◽

Lilium Longiflorum ◽

Biotic And Abiotic Stress ◽

Biotic Stresses ◽

Genome Wide

Genome-wide transcriptome analysis using RNA-Seq of Lilium longiflorum revealed valuable genes responding to biotic stresses. WRKY transcription factors are regulatory proteins playing essential roles in defense processes under environmental stresses, causing considerable losses in flower quality and production. Thirty-eight WRKY genes were identified from the transcriptomic profile from lily genotypes, exhibiting leaf blight caused by Botrytis elliptica. Lily WRKYs have a highly conserved motif, WRKYGQK, with a common variant, WRKYGKK. Phylogeny of LlWRKYs with homologous genes from other representative plant species classified them into three groups- I, II, and III consisting of seven, 22, and nine genes, respectively. Base on functional annotation, 22 LlWRKY genes were associated with biotic stress, nine with abiotic stress, and seven with others. Sixteen unique LlWRKY were studied to investigate responses to stress conditions using gene expression under biotic and abiotic stress treatments. Five genes—LlWRKY3, LlWRKY4, LlWRKY5, LlWRKY10, and LlWRKY12—were substantially upregulated, proving to be biotic stress-responsive genes in vivo and in vitro conditions. Moreover, the expression patterns of LlWRKY genes varied in response to drought, heat, cold, and different developmental stages or tissues. Overall, our study provides structural and molecular insights into LlWRKY genes for use in the genetic engineering in Lilium against Botrytis disease.

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Carotenoid Cleavage Dioxygenases: Identification, Expression, and Evolutionary Analysis of This Gene Family in Tobacco

International Journal of Molecular Sciences ◽

10.3390/ijms20225796 ◽

2019 ◽

Vol 20 (22) ◽

pp. 5796

Author(s):

Qianqian Zhou ◽

Qingchang Li ◽

Peng Li ◽

Songtao Zhang ◽

Che Liu ◽

...

Keyword(s):

Gene Family ◽

Physiological Stress ◽

Expression Patterns ◽

Functional Characterization ◽

Hormone Treatment ◽

Nicotiana Sylvestris ◽

Regulatory Elements ◽

Evolutionary Analysis ◽

Comprehensive Overview ◽

Carotenoid Cleavage Dioxygenases

Carotenoid cleavage dioxygenases (CCDs) selectively catalyze carotenoids, forming smaller apocarotenoids that are essential for the synthesis of apocarotenoid flavor, aroma volatiles, and phytohormone ABA/SLs, as well as responses to abiotic stresses. Here, 19, 11, and 10 CCD genes were identified in Nicotiana tabacum, Nicotiana tomentosiformis, and Nicotiana sylvestris, respectively. For this family, we systematically analyzed phylogeny, gene structure, conserved motifs, gene duplications, cis-elements, subcellular and chromosomal localization, miRNA-target sites, expression patterns with different treatments, and molecular evolution. CCD genes were classified into two subfamilies and nine groups. Gene structures, motifs, and tertiary structures showed similarities within the same groups. Subcellular localization analysis predicted that CCD family genes are cytoplasmic and plastid-localized, which was confirmed experimentally. Evolutionary analysis showed that purifying selection dominated the evolution of these genes. Meanwhile, seven positive sites were identified on the ancestor branch of the tobacco CCD subfamily. Cis-regulatory elements of the CCD promoters were mainly involved in light-responsiveness, hormone treatment, and physiological stress. Different CCD family genes were predominantly expressed separately in roots, flowers, seeds, and leaves and exhibited divergent expression patterns with different hormones (ABA, MeJA, IAA, SA) and abiotic (drought, cold, heat) stresses. This study provides a comprehensive overview of the NtCCD gene family and a foundation for future functional characterization of individual genes.

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Genome-wide analysis of autophagy-related genes in Medicago truncatula highlights their roles in seed development and response to drought stress

Scientific Reports ◽

10.1038/s41598-021-02239-6 ◽

2021 ◽

Vol 11 (1) ◽

Author(s):

Mingkang Yang ◽

Liping Wang ◽

Chumin Chen ◽

Xu Guo ◽

Chuanglie Lin ◽

...

Keyword(s):

Drought Stress ◽

Seed Development ◽

Medicago Truncatula ◽

Interaction Network ◽

Abiotic Stress Response ◽

Biotic And Abiotic Stress ◽

Comprehensive Overview ◽

Network Analyses ◽

Atg Genes ◽

Gene Structures

AbstractAutophagy is a highly conserved process of degradation of cytoplasmic constituents in eukaryotes. It is involved in the growth and development of plants, as well as in biotic and abiotic stress response. Although autophagy-related (ATG) genes have been identified and characterized in many plant species, little is known about this process in Medicago truncatula. In this study, 39 ATGs were identified, and their gene structures and conserved domains were systematically characterized in M. truncatula. Many cis-elements, related to hormone and stress responsiveness, were identified in the promoters of MtATGs. Phylogenetic and interaction network analyses suggested that the function of MtATGs is evolutionarily conserved in Arabidopsis and M. truncatula. The expression of MtATGs, at varied levels, was detected in all examined tissues. In addition, most of the MtATGs were highly induced during seed development and drought stress, which indicates that autophagy plays an important role in seed development and responses to drought stress in M. truncatula. In conclusion, this study gives a comprehensive overview of MtATGs and provides important clues for further functional analysis of autophagy in M. truncatula.

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Phylogenetic Comparison and Splicing Analysis of the U1 snRNP-specific Protein U1C in Eukaryotes

Frontiers in Molecular Biosciences ◽

10.3389/fmolb.2021.696319 ◽

2021 ◽

Vol 8 ◽

Author(s):

Kai-Lu Zhang ◽

Jian-Li Zhou ◽

Jing-Fang Yang ◽

Yu-Zhen Zhao ◽

Debatosh Das ◽

...

Keyword(s):

Gene Family ◽

Cancer Progression ◽

Expression Profiles ◽

Expression Patterns ◽

Specific Protein ◽

Comprehensive Overview ◽

Small Nuclear Ribonucleoprotein ◽

U1 Snrnp ◽

Multiple Copies ◽

And Function

As a pivotal regulator of 5’ splice site recognition, U1 small nuclear ribonucleoprotein (U1 snRNP)-specific protein C (U1C) regulates pre-mRNA splicing by interacting with other components of the U1 snRNP complex. Previous studies have shown that U1 snRNP and its components are linked to a variety of diseases, including cancer. However, the phylogenetic relationships and expression profiles of U1C have not been studied systematically. To this end, we identified a total of 110 animal U1C genes and compared them to homologues from yeast and plants. Bioinformatics analysis shows that the structure and function of U1C proteins is relatively conserved and is found in multiple copies in a few members of the U1C gene family. Furthermore, the expression patterns reveal that U1Cs have potential roles in cancer progression and human development. In summary, our study presents a comprehensive overview of the animal U1C gene family, which can provide fundamental data and potential cues for further research in deciphering the molecular function of this splicing regulator.

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Transcriptional Responses and GCMS Analysis for the Biosynthesis of Pyrethrins and Volatile Terpenes in Tanacetum coccineum

International Journal of Molecular Sciences ◽

10.3390/ijms222313005 ◽

2021 ◽

Vol 22 (23) ◽

pp. 13005

Author(s):

Tuo Zeng ◽

Jia-Wen Li ◽

Li Zhou ◽

Zhi-Zhuo Xu ◽

Jin-Jin Li ◽

...

Keyword(s):

Plant Defense ◽

De Novo ◽

Expression Patterns ◽

Cost Benefit ◽

Transcriptional Responses ◽

Environmental Friendliness ◽

Natural Pesticides ◽

Volatile Terpenes ◽

The Cost ◽

Mammalian Toxicity

Natural pyrethrins have been widely used as natural pesticides due to their low mammalian toxicity and environmental friendliness. Previous studies have mainly focused on Tanacetum cinerariifolium, which contains high levels of pyrethrins and volatile terpenes that play significant roles in plant defense and pollination. However, there is little information on T. coccineum due to its lower pyrethrin content and low commercial value. In this study, we measured the transcriptome and metabolites of the leaves (L), flower buds (S1), and fully blossomed flowers (S4) of T. coccineum. The results show that the expression of pyrethrins and precursor terpene backbone genes was low in the leaves, and then rapidly increased in the S1 stage before decreasing again in the S4 stage. The results also show that pyrethrins primarily accumulated at the S4 stage. However, the content of volatile terpenes was consistently low. This perhaps suggests that, despite T. coccineum and T. cinerariifolium having similar gene expression patterns and accumulation of pyrethrins, T. coccineum attracts pollinators via its large and colorful flowers rather than via inefficient and metabolically expensive volatile terpenes, as in T. cinerariifolium. This is the first instance of de novo transcriptome sequencing reported for T. coccineum. The present results could provide insights into pyrethrin biosynthetic pathways and will be helpful for further understanding how plants balance the cost–benefit relationship between plant defense and pollination.

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Genome-wide Identification and Expression Analysis of Autophagy-related Genes (ATGs) in Medicago Truncatula

10.21203/rs.3.rs-109125/v1 ◽

2020 ◽

Author(s):

Mingkang Yang ◽

Liping Wang ◽

Xu Guo ◽

Chuanglie Lin ◽

Wei Huang ◽

...

Keyword(s):

Medicago Truncatula ◽

Expression Analysis ◽

Interaction Network ◽

Degradation Process ◽

Abiotic Stress Response ◽

Biotic And Abiotic Stress ◽

Comprehensive Overview ◽

Genome Wide ◽

Evolutionarily Conserved ◽

Gene Structures

Abstract Background: Autophagy is a highly conserved degradation process of cytoplasmic constituents in eukaryotes. Autophagy is known to be involved in the regulation of plant growth and development, as well as biotic and abiotic stress response. Although autophagy-related genes (ATGs) have been identified and characterized in many plant species, little is known about the autophagy process in Medicago truncatula. Results: In this study, 39 ATGs were identiﬁed in M. truncatula (MtATGs), and the gene structures and conserved domains of MtATGs were systematically characterized. In addition, many cis-elements which are related to hormone and stress responsiveness were identified in the promoters of MtATGs. Furthermore, phylogenetic analysis and interaction network analysis suggested that the function of MtATGs is evolutionarily conserved in Arabidopsis and M. truncatula. Gene expression analysis showed that most MtATGs were largely induced during seed development, but repressed by nodulation. Moreover, MtATGs were up-regulated in response to salt and drought stresses.Conclusion: These results provide a comprehensive overview of the MtATGs, which provided important clues for further functional analysis of autophagy in M. truncatula.

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Genome-wide identification of citrus calmodulin-like genes and their expression in response to arbuscular mycorrhizal fungi colonization and drought

Canadian Journal of Plant Science ◽

10.1139/cjps-2020-0160 ◽

2021 ◽

Author(s):

Bo Shu ◽

YaChao Xie ◽

Fei Zhang ◽

Dejian Zhang ◽

Chunyan Liu ◽

...

Keyword(s):

Abiotic Stress ◽

Drought Stress ◽

Arbuscular Mycorrhizal Fungi ◽

Stress Responses ◽

Mycorrhizal Fungi ◽

Expression Patterns ◽

Arbuscular Mycorrhizal ◽

Biotic And Abiotic Stress ◽

Genome Wide ◽

A Genome

Calmodulin-like (CML) proteins represent a diverse family of protein in plants, and play significant roles in biotic and abiotic stress responses. However, the involvement of citrus CMLs in plant responses to drought stress (abiotic stress) and arbuscular mycorrhizal fungi (AMF) colonization remain relatively unknown. We characterized the citrus CML genes by analyzing the EF-hand domains and a genome-wide search, and identified a total of 38 such genes, distributed across at least nine chromosomes. Six tandem duplication clusters were observed in the CsCMLs, and 12 CsCMLs exhibited syntenic relationships with Arabidopsis thaliana CMLs. Gene expression analysis showed that 29 CsCMLs were expressed in the roots, and exhibited differential expression patterns. The regulation of CsCMLs expression was not consistent with the cis-elements identified in their promoters. CsCML2, 3, and 5 were upregulated in response to drought stress, and AMF colonization repressed the expression of CsCML7, 9, 12, 13,20, 27, 28, and 35,and induced that of CsCML1, 2, 3, 5, 8, 10, 11, 14, 15, 16, 18, 25, 30, 33, and 37. Furthermore, AMF colonization and drought stress exerted a synergistic effect, evident from the enhanced repression of CsCML7, 9, 12, 13, 27, 28, and 35 and enhanced expression of CsCML2, 3, and 5 under AMF colonization and drought stress. The present study provides valuable insights into the CsCML gene family and its responses to AMF colonization and drought stress.

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The Extracellular Matrix: An Accomplice in Gastric Cancer Development and Progression

Cells ◽

10.3390/cells9020394 ◽

2020 ◽

Vol 9 (2) ◽

pp. 394 ◽

Cited By ~ 3

Author(s):

Ana Margarida Moreira ◽

Joana Pereira ◽

Soraia Melo ◽

Maria Sofia Fernandes ◽

Patrícia Carneiro ◽

...

Keyword(s):

Gastric Cancer ◽

Extracellular Matrix ◽

Expression Patterns ◽

Predictive Biomarkers ◽

Gastric Epithelium ◽

Comprehensive Overview ◽

Diagnostic Biomarkers ◽

Malignant Lesions ◽

And Behavior ◽

Disease Stages

The extracellular matrix (ECM) is a dynamic and highly organized tissue structure, providing support and maintaining normal epithelial architecture. In the last decade, increasing evidence has emerged demonstrating that alterations in ECM composition and assembly strongly affect cellular function and behavior. Even though the detailed mechanisms underlying cell-ECM crosstalk are yet to unravel, it is well established that ECM deregulation accompanies the development of many pathological conditions, such as gastric cancer. Notably, gastric cancer remains a worldwide concern, representing the third most frequent cause of cancer-associated deaths. Despite increased surveillance protocols, patients are usually diagnosed at advanced disease stages, urging the identification of novel diagnostic biomarkers and efficient therapeutic strategies. In this review, we provide a comprehensive overview regarding expression patterns of ECM components and cognate receptors described in normal gastric epithelium, pre-malignant lesions, and gastric carcinomas. Important insights are also discussed for the use of ECM-associated molecules as predictive biomarkers of the disease or as potential targets in gastric cancer.

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