scholarly journals RNA-seq and phytohormone analysis reveals the culm color variation of Bambusa oldhamii Munro

PeerJ ◽  
2022 ◽  
Vol 10 ◽  
pp. e12796
Author(s):  
Yulian Jiao ◽  
Hu Zeng ◽  
Haitao Xia ◽  
Yueying Wang ◽  
Jinwang Wang ◽  
...  
Keyword(s):  
Differential Expression Analysis ◽  
Color Variation ◽  
Differentially Expressed ◽  
Pcr Analysis ◽  
Rna Seq ◽  
Fundamental Theory ◽  
Rt Pcr ◽  
Bamboo Culm ◽  
Bamboo Shoots ◽  
Bambusa Oldhamii

Background The clumping bamboo Bambusa oldhamii Munro, known as “green bamboo”, is famous for its edible bamboo shoots and fast-growing timber. The green and yellow striped-culm B. oldhamii variety, named B. oldhamii f. revoluta W.T. Lin & J. Y. Lin, is an attractive system for researching the culm color variation of B. oldhamii. Methods Millions of clean reads were generated and assembled into 604,900 transcripts, and 383,278 unigenes were acquired with RNA-seq technology. The quantification of ABA, IAA, JA, GA1, GA3, GA4, and GA7 was performed using HPLC–MS/MS platforms. Results Differential expression analysis showed that 449 unigenes were differentially expressed genes (DEGs), among which 190 DEGs were downregulated and 259 DEGs were upregulated in B. oldhamii f. revoluta. Phytohormone contents, especially GA1 and GA7, were higher in B. oldhamii. Approximately 21 transcription factors (TFs) were differentially expressed between the two groups: the bZIP, MYB, and NF-YA transcription factor families had the most DEGs, indicating that those TFs play important roles in B. oldhamii culm color variation. RNA-seq data were confirmed by quantitative RT-PCR analysis of the selected genes; moreover, phytohormone contents, especially those of ABA, GA1 and GA7, were differentially accumulated between the groups. Our study provides a basal gene expression and phytohormone analysis of B. oldhamii culm color variation, which could provide a solid fundamental theory for investigating bamboo culm color variation.

scholarly journals Transcriptomic Analysis of Dark-Induced Senescence in Bermudagrass (Cynodon dactylon)

Plants ◽  
2019 ◽  
Vol 8 (12) ◽  
pp. 614
Author(s):  
Jibiao Fan ◽  
Yanhong Lou ◽  
Haiyan Shi ◽  
Liang Chen ◽  
Liwen Cao
Keyword(s):  
Leaf Senescence ◽  
Plant Hormone ◽  
Bioinformatics Analysis ◽  
Cynodon Dactylon ◽  
Differential Expression Analysis ◽  
Differentially Expressed ◽  
Pcr Analysis ◽  
Aesthetic Quality ◽  
Qrt Pcr

Leaf senescence induced by prolonged light deficiency is inevitable whenever turfgrass is cultivated in forests, and this negatively influences the survival and aesthetic quality of the turfgrass. However, the mechanism underlying dark-induced senescence in turfgrass remained obscure. In this study, RNA sequencing was performed to analyze how genes were regulated in response to dark-induced leaf senescence in bermudagrass. A total of 159,207 unigenes were obtained with a mean length of 948 bp. The differential expression analysis showed that a total of 59,062 genes, including 52,382 up-regulated genes and 6680 down-regulated genes were found to be differentially expressed between control leaves and senescent leaves induced by darkness. Subsequent bioinformatics analysis showed that these differentially expressed genes (DEGs) were mainly related to plant hormone (ethylene, abscisic acid, jasmonic acid, auxin, cytokinin, gibberellin, and brassinosteroid) signal transduction, N-glycan biosynthesis, and protein processing in the endoplasmic reticulum. In addition, transcription factors, such as WRKY, NAC, HSF, and bHLH families were also responsive to dark-induced leaf senescence in bermudagrass. Finally, qRT-PCR analysis of six randomly selected DEGs validated the accuracy of sequencing results. Taken together, our results provide basic information of how genes respond to darkness, and contribute to the understanding of comprehensive mechanisms of dark-induced leaf senescence in turfgrass.

Real-Time RT-PCR Analysis of Individual Osteolineage Cells within the Hematopoietic Stem Cell Niche

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2389-2389
Author(s):  
Lev Silberstein ◽  
Masatake Osawa ◽  
Charles Lin ◽  
Peter Kharchenko ◽  
Cristina Lo Celso ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Pcr Analysis ◽  
Rna Seq ◽  
Rt Pcr ◽  
Hematopoietic Stem ◽  
Chi Squared ◽  
The Individual ◽  
Osteolineage Cells ◽  
Angiopoietin 1

Abstract Abstract 2389 Osteolineage cells (OLCs) have been shown to participate in a regulatory bone marrow microenvironment for the hematopoietic stem and progenitor cells (HSPCs) – the endosteal niche. Our previous experiments using live animal imaging have demonstrated that single transplanted HSPCs preferentially home in close proximity to the individual OLCs. We hypothesized that these HSPC-proximal cells represent a distinct subpopulation of OLCs, which is specifically involved in a non-cell autonomous regulation of HSPC quiescence and self-renewal. To test this hypothesis, we developed a novel experimental platform, which allows visualization of HSPC-OLC cell pairs in-vivo and retrieval of the individual OLCs for molecular analysis. We intravenously injected DiI labeled adult bone marrow-derived FACS-sorted Lin−Sca1+c-kit+CD34−Flk2− HSPCs into irradiated newborn collagen 2.3GFP mouse recipients; in this transgenic strain, the majority of the OLCs are labeled with green fluorescent protein (GFP). 48 hours later, we sacrificed the animals and obtained fresh unfixed sections of femoral trabecular bone. Using a combination of differential interference contrast fluorescent microscopy, in-situ enzymatic digestion and micromanipulation, we harvested individual GFP-positive OLCs located within 2 cell diameters (“niche” OLCs) or greater than 5 cell diameters (“control” OLCs) from single DiI-bright HSPCs. Following reverse transcription and cDNA amplification with 29 cycles of PCR, as per the single cell RNA-Seq protocol (Tang et al, Nature Protocols 2010), we performed real-time RT-PCR analysis of 31 samples – 15 niche cells and 16 controls - for the OLC signature genes (osteocalcin, osterix) and for the genes implicated in playing a functional role in the HSPC-OLC cell interaction (osteopontin, CXCL12, angiopoietin 1). Transcripts for GAPDH, collagen 1 and GFP served as positive controls for the amplification. As expected, all cells were positive for GFP and over 85% cells expressed collagen 1. Osteopontin and CXCL12 were expressed at a similar level and frequency in the niche and control OLCs. However, we found that angiopoietin 1 transcripts were detected exclusively in the niche OLCs (3/15 versus 0/16, p <0.05 by Chi-squared). Moreover, niche OLCs were enriched for the osterix-positive cells (7/15 versus 2/16, p <0.05 by Chi-squared) and expressed a lower level of osteocalcin, as normalized for GAPDH expression (1.13 vs. 0.97, p< 0.05 by t-test). Our results suggest that niche OLCs may have a distinct molecular signature and reside within a population of very immature OLCs, as evidenced by the osterix + osteocalcin low phenotype. Further unbiased transcriptome characterization of these cells using genome-wide RNA-Seq assay is therefore likely to provide more evidence in support of our hypothesis and reveal novel non-cell autonomous regulators of HSPC quiescence. To our knowledge, this approach represents the first attempt to define molecular heterogeneity in-vivo at a single cell level using the micro-anatomical relationship between two heterologous cell types. Disclosures: Scadden: Fate Therapeutics: Equity Ownership.

Identification of Differentially Expressed and Spliced Genes with RNA Sequencing Analysis of CLL Specimens

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 4582-4582
Author(s):  
Wei Liao ◽  
Gwen Jordaan ◽  
Artur Jaroszewicz ◽  
Matteo Pellegrini ◽  
Sanjai Sharma
Keyword(s):  
B Cells ◽  
Rna Sequencing ◽  
Differentially Expressed Genes ◽  
Fold Change ◽  
Differentially Expressed ◽  
Pcr Analysis ◽  
Sequencing Analysis ◽  
Rna Seq ◽  
Mrna Isoforms ◽  
Core Set

Abstract Abstract 4582 High throughput sequencing of cellular mRNA provides a comprehensive analysis of the transcriptome. Besides identifying differentially expressed genes in different cell types, it also provides information of mRNA isoforms and splicing alterations. We have analyzed two CLL specimens and a normal peripheral blood B cells mRNA by this approach and performed data analysis to identify differentially expressed and spliced genes. The result showed CLLs specimens express approximately 40% more transcripts compared to normal B cells. The FPKM data (fragment per kilobase of exon per million) revealed a higher transcript expression on chromosome 12 in CLL#1 indicating the presence of trisomy 12, which was confirmed by fluorescent in-situ hybridization assay. With a two-fold change in FPKM as a cutoff and a p value cutoff of 0.05 as compared to the normal B cell control, 415 genes and 174 genes in CLL#1 and 676 and 235 genes in CLL#2 were up and downregulated or differentially expressed. In these two CLL specimens, 45% to 75% of differentially expressed genes are common to both the CLL specimens indicating that genetically disparate CLL specimens have a high percentage of a core set of genes that are potentially important for CLL biology. Selected differentially expressed genes with increased expression (selectin P ligand, SELPLG, and adhesion molecule interacts with CXADR antigen 1, AMICA) and decreased (Fos, Jun, CD69 and Rhob) expression based on the FPKM from RNA-sequencing data were also analyzed in additional CLL specimens by real time PCR analysis. The expression data from RNA-seq closely matches the fold-change in expression as measured by RT-PCR analysis and confirms the validity of the RNA-seq analysis. Interestingly, Fos was identified as one of the most downregulated gene in CLL. Using the Cufflinks and Cuffdiff software, the splicing patterns of genes in CLL specimens and normal B cells were analyzed. Approximately, 1100 to 1250 genes in the two CLL specimens were significantly differentially spliced as compared to normal B cells. In this analysis as well, there is a core set of 800 common genes which are differentially spliced in the two CLL specimens. The RNA-sequencing analysis accurately identifies differentially expressed novel genes and splicing variations that will help us understand the biology of CLL. Disclosures: No relevant conflicts of interest to declare.

scholarly journals RNA-seq and differential expression analysis of the duck transcriptome: The effect of short-term cage-rearing

2021 ◽  
Author(s):  
Biao Chen ◽  
Wenjie Fang ◽  
Yankai Li ◽  
Ting Xiong ◽  
Mingfang Zhou ◽  
...  
Keyword(s):  
Regulatory Networks ◽  
Acute Stress ◽  
Differential Expression Analysis ◽  
Differentially Expressed ◽  
Receptor Interaction ◽  
Sequencing Analysis ◽  
Human Beings ◽  
Rna Seq ◽  
Combination System ◽  
Cage Rearing

Ducks are an important source of meat and egg products for human beings. In China, duck breeding has gradually changed from the traditional floor-water combination system to multilayer cage breeding. Therefore, the present study collected the hypothalamus and pituitary of 113-day-old ducks after being caged for 3 days, in order to investigate the effect of cage-rearing on the birds. In addition, the same tissues (hypothalamus and pituitary) were collected from ducks raised in the floor-water combination system, for comparison. Thereafter, the transcriptomes were sequenced and the expression level of genes were compared. The results of sequencing analysis showed that a total of 506 and 342 genes were differentially expressed in the hy-po-thalamus and pituitary, respectively. Additionally, the differentially expressed genes were mainly enriched in signaling pathways involved in processing environmental information, including ECM-receptor interaction, neuroactive ligand-receptor interaction and focal adhesion. The findings also showed that there was a change in the alternative splicing of genes when ducks were transferred into the cage rearing system. However, there was no difference in the expression of some genes although there was a change in the expression of the isoforms of these genes. The findings herein can therefore help in understanding the mechanisms underlying the effect of caging on waterfowl. The results also highlight the gene regulatory networks involved in animal responses to acute stress.

scholarly journals The landscape of gene fusions in hepatocellular carcinoma

2016 ◽  
Author(s):  
Chengpei Zhu ◽  
Yanling Lv ◽  
Liangcai Wu ◽  
Jinxia Guan ◽  
Xue Bai ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Cancer Progression ◽  
Gene Fusion ◽  
Early Stage ◽  
Pcr Analysis ◽  
Gene Fusions ◽  
Fusion Genes ◽  
Rna Seq ◽  
Rt Pcr ◽  
Critical Function

AbstractMost hepatocellular carcinoma (HCC) patients are diagnosed at advanced stages and suffer limited treatment options. Challenges in early stage diagnosis may be due to the genetic complexity of HCC. Gene fusion plays a critical function in tumorigenesis and cancer progression in multiple cancers, yet the identities of fusion genes as potential diagnostic markers in HCC have not been investigated.Paired-end RNA sequencing was performed on noncancerous and cancerous lesions in two representative HBV-HCC patients. Potential fusion genes were identified by STAR-Fusion in STAR software and validated by four publicly available RNA-seq datasets. Fourteen pairs of frozen HBV-related HCC samples and adjacent non-tumor liver tissues were examined by RT-PCR analysis for gene fusion expression.We identified 2,354 different gene fusions in the two HBV-HCC patients. Validation analysis against the four RNA-seq datasets revealed only 1.8% (43/2,354) as recurrent fusions that were supported by public datasets. Comparison with four fusion databases demonstrated that three (HLA-DPB2-HLA-DRB1, CDH23-HLA-DPB1, and C15orf57-CBX3) out of 43 recurrent gene fusions were annotated as disease-related fusion events. Nineteen were novel recurrent fusions not previously annotated to diseases, including DCUN1D3-GSG1L and SERPINA5-SERPINA9. RT-PCR and Sanger sequencing of 14 pairs of HBV-related HCC samples confirmed expression of six of the new fusions, including RP11-476K15.1-CTD-2015H3.2.Our study provides new insights into gene fusions in HCC and could contribute to the development of anti-HCC therapy. RP11–476K15.1-CTD–2015H3.2 may serve as a new therapeutic biomarker in HCC.

scholarly journals Transcriptome analysis of two Pogostemon cablin chemotypes reveals genes related to patchouli alcohol biosynthesis

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e12025
Author(s):  
Wuping Yan ◽  
Zhouchen Ye ◽  
Shijia Cao ◽  
Guanglong Yao ◽  
Jing Yu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Differentially Expressed ◽  
Perennial Herb ◽  
Pcr Analysis ◽  
Biosynthetic Pathways ◽  
Rna Seq ◽  
Patchouli Alcohol ◽  
Pogostemon Cablin ◽  
Polymerase Chain ◽  
Distribution Frequency

Pogostemon cablin, a medicinally and economically important perennial herb, is cultivated around the world due to its medicinal and aromatic properties. Different P. cablin cultivars exhibit different morphological traits and patchouli oil components and contents (especially patchouli alcohol (PA) and pogostone (PO)). According to the signature constituent of the leaf, P. cablin was classified into two different chemotypes, including PA-type and PO-type. To better understand the molecular mechanisms of PA biosynthesis, the transcriptomes of Chinese-cultivated P. cablin cv. PA-type “Nanxiang” (NX) and PO-type “Paixiang” (PX) were analyzed and compared with ribonucleic acid sequencing (RNA-Seq) technology. We obtained a total of 36.83 G clean bases from the two chemotypes, compared them with seven databases and revealed 45,394 annotated unigenes. Thirty-six candidate unigenes participating in the biosynthesis of PA were found in the P. cablin transcriptomes. Overall, 8,390 differentially expressed unigenes were identified between the chemotypes, including 2,467 upregulated and 5,923 downregulated unigenes. Furthermore, six and nine differentially expressed genes (DEGs) were mapped to the terpenoid backbone biosynthetic and sesquiterpenoid and triterpenoid biosynthetic pathways, respectively. One key sesquiterpene synthase gene involved in the sesquiterpenoid and triterpenoid biosynthetic pathways, encoding patchoulol synthase variant 1, was significantly upregulated in NX. Additionally, GC-MS analysis of the two chemotypes in this study showed that the content of PA in NX was significantly higher than that of PX, while the content of PO showed the opposite phenotype. Quantitative real-time polymerase chain reaction (qRT-PCR) analysis showed that the DEG expression tendency was consistent with the transcriptome sequencing results. Overall, 23 AP2/ERF, 13 bHLH, 11 MYB, 11 NAC, three Trihelix, 10 WRKY and three bZIP genes that were differentially expressed may act as regulators of terpenoid biosynthesis. Altogether, 8,314 SSRs were recognized within 6,825 unigenes, with a distribution frequency of 18.32%, among which 1,202 unigenes contained more than one SSR. The transcriptomic characteristics of the two P. cablin chemotypes are comprehensively reported in this study, and these results will contribute to a better understanding of the molecular mechanism of PA biosynthesis. Our transcriptome data also provide a valuable genetic resource for further studies on P. cablin.

scholarly journals Comparative Transcriptome Analysis of a Fan-shaped Inflorescence in Pineapple Using RNA-seq

2020 ◽  
Author(s):  
Tao Xie ◽  
Zhiquan Cai ◽  
Aiping Luan ◽  
Wei Zhang ◽  
Jing Wu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Expression Patterns ◽  
Soluble Sugar ◽  
Differentially Expressed ◽  
Soluble Solids ◽  
Pcr Analysis ◽  
Rna Seq ◽  
Stem Apex ◽  
Inflorescence Axis ◽  
Flower Stem

Abstract Background: Pineapple plant usually has a capitulum. However, a fan-shaped inflorescence was evolved in an exceptional material, having multiple crown buds. In order to reveal the molecular mechanisms of the formation of the fan-shaped inflorescence, fruit traits and the transcriptional differences between a fan-shaped inflorescence (FI) and a capitulum inflorescence (CI) pineapples were analyzed in the three tissues, i.e., the flower stem apex (FIs and CIs), the base of the inflorescence (FIb and CIb), and the inflorescence axis (FIa and CIa).Results: Except for a clear differentiation of inflorescence morphology, no significant differences in the structure of inflorescence organs and the main nutritional components (soluble solids, soluble sugar, titratable acid, and VC) in fruits were found between the two pineapples. Between the fan- and capitulum-shaped inflorescences, a total of 5370 differentially expressed genes (DEGs) were identified across the three tissues; and 3142, 2526 and 2255 DEGs were found in the flower stem apex, the base of the inflorescence, and the inflorescence axis, respectively. Of these genes, there were 489 overlapping DEGs in all three tissue comparisons. In addition, 5769 DEGs were identified between different tissues within each pineapple. Functional analysis indicated between the two pineapples that 444 transcription factors (TFs) and 206 inflorescence development related genes (IDGs) were differentially expressed in at least one tissue comparison, while 45 TFs and 21 IDGs were overlapped across the 3 tissues. Among the 489 overlapping DEGs in the 3 tissue comparisons between the two pineapples, excluding the IDGs and TFs, 80 of them revealed a higher percentage of involvement in the biological processes relating to response to auxin, and reproductive processes. RNA-seq value and real-time quantitative PCR analysis exhibited the same gene expression patterns in the three tissues. Conclusions: Our result provided novel cues for understanding the molecular mechanisms of the formation of fan-shaped inflorescence in pineapple, making a valuable resource for the study of plant breeding and the speciation of the pineapples.

scholarly journals Downregulation of Defensin genes in SARS-CoV-2 infection

2020 ◽  
Author(s):  
Mohammed M Idris ◽  
Sarena Banu ◽  
Archana B Siva ◽  
Ramakrishnan Nagaraj
Keyword(s):  
Buccal Cavity ◽  
Differential Expression Analysis ◽  
Vital Role ◽  
Innate Immune ◽  
Therapeutic Interventions ◽  
Pcr Analysis ◽  
Rt Pcr ◽  
Oropharyngeal Cavity ◽  
Oropharyngeal Swab ◽  
Polymerase Chain

Defensins, crucial components of the innate immune system, play a vital role against infection as part of frontline immunity. Association of SARS-CoV-2 infection with defensins has not been investigated till date. In this study, we have investigated the expression of defensin genes in the buccal cavity during COVID-19 infection. Nasopharyngeal/Oropharyngeal swab samples collected for screening SARS-CoV-2 infection were analyzed for the expression of major defensin genes by the quantitative real-time reverse transcription polymerase chain reaction, qRT-PCR. 40 SARS-CoV-2 infected positive and 40 negative swab samples were selected for the study. Based on the RT-PCR analysis involving gene specific primer for defensin genes, 10 defensin genes were found to be expressed in the Nasopharyngeal/Oropharyngeal cavity. Six defensin genes were further found to be significantly downregulated in SARS-CoV-2 infected patients as against the control, negative samples based on differential expression analysis. The genes significantly downregulated were defensin beta 4A, 4B, 106B, 107B, 103A and defensin alpha 1B. Downregulation of several defensin genes suggests that innate immunity provided by defensins is or may be compromised in SARS-CoV-2 infection resulting in progression of the disease caused by the virus. Upregulation of defensin gene expression and use of defensin peptides could be attractive therapeutic interventions.

scholarly journals Physiological Characterization and Transcriptome Analysis of Camellia oleifera Abel. during Leaf Senescence

Forests ◽  
2020 ◽  
Vol 11 (8) ◽  
pp. 812
Author(s):  
Shiwen Yang ◽  
Kehao Liang ◽  
Aibin Wang ◽  
Ming Zhang ◽  
Jiangming Qiu ◽  
...  
Keyword(s):  
Molecular Mechanism ◽  
Leaf Senescence ◽  
Transcriptome Analysis ◽  
Unsaturated Fatty Acids ◽  
De Novo ◽  
Transcriptome Assembly ◽  
Economic Value ◽  
Differentially Expressed ◽  
Pcr Analysis ◽  
Rna Seq

Camellia (C.) oleifera Abel. is an evergreen small arbor with high economic value for producing edible oil that is well known for its high level of unsaturated fatty acids. The yield formation of tea oil extracted from fruit originates from the leaves, so leaf senescence, the final stage of leaf development, is an important agronomic trait affecting the production and quality of tea oil. However, the physiological characteristics and molecular mechanism underlying leaf senescence of C. oleifera are poorly understood. In this study, we performed physiological observation and de novo transcriptome assembly for annual leaves and biennial leaves of C. oleifera. The physiological assays showed that the content of chlorophyll (Chl), soluble protein, and antioxidant enzymes including superoxide dismutase, peroxide dismutase, and catalase in senescing leaves decreased significantly, while the proline and malondialdehyde concentration increased. By analyzing RNA-Seq data, we identified 4645 significantly differentially expressed unigenes (DEGs) in biennial leaves with most associated with flavonoid and phenylpropanoid biosynthesis and phenylalanine metabolism pathways. Among these DEGs, 77 senescence-associated genes (SAGs) including NOL, ATAF1, MDAR, and SAG12 were classified to be related to Chl degradation, plant hormone, and oxidation pathways. The further analysis of the 77 SAGs based on the Spearman correlation algorithm showed that there was a significant expression correlation between these SAGs, suggesting the potential connections between SAGs in jointly regulating leaf senescence. A total of 162 differentially expressed transcription factors (TFs) identified during leaf senescence were mostly distributed in MYB (myeloblastosis), ERF (Ethylene-responsive factor), WRKY, and NAC (NAM, ATAF1/2 and CUCU2) families. In addition, qRT-PCR analysis of 19 putative SAGs were in accordance with the RNA-Seq data, further confirming the reliability and accuracy of the RNA-Seq. Collectively, we provide the first report of the transcriptome analysis of C. oleifera leaves of two kinds of age and a basis for understanding the molecular mechanism of leaf senescence.

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