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1.
Proc Natl Acad Sci U S A ; 119(35): e2208795119, 2022 08 30.
Article in English | MEDLINE | ID: mdl-36001691

ABSTRACT

The superior photosynthetic efficiency of C4 leaves over C3 leaves is owing to their unique Kranz anatomy, in which the vein is surrounded by one layer of bundle sheath (BS) cells and one layer of mesophyll (M) cells. Kranz anatomy development starts from three contiguous ground meristem (GM) cells, but its regulators and underlying molecular mechanism are largely unknown. To identify the regulators, we obtained the transcriptomes of 11 maize embryonic leaf cell types from five stages of pre-Kranz cells starting from median GM cells and six stages of pre-M cells starting from undifferentiated cells. Principal component and clustering analyses of transcriptomic data revealed rapid pre-Kranz cell differentiation in the first two stages but slow differentiation in the last three stages, suggesting early Kranz cell fate determination. In contrast, pre-M cells exhibit a more prolonged transcriptional differentiation process. Differential gene expression and coexpression analyses identified gene coexpression modules, one of which included 3 auxin transporter and 18 transcription factor (TF) genes, including known regulators of Kranz anatomy and/or vascular development. In situ hybridization of 11 TF genes validated their expression in early Kranz development. We determined the binding motifs of 15 TFs, predicted TF target gene relationships among the 18 TF and 3 auxin transporter genes, and validated 67 predictions by electrophoresis mobility shift assay. From these data, we constructed a gene regulatory network for Kranz development. Our study sheds light on the regulation of early maize leaf development and provides candidate leaf development regulators for future study.


Subject(s)
Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Plant Leaves , Transcriptome , Zea mays , Indoleacetic Acids/metabolism , Laser Capture Microdissection , Photosynthesis/genetics , Plant Leaves/embryology , Plant Leaves/genetics , Zea mays/enzymology , Zea mays/genetics
2.
Proc Natl Acad Sci U S A ; 118(20)2021 05 18.
Article in English | MEDLINE | ID: mdl-33975951

ABSTRACT

Transcription factor binding sites (TFBSs) are essential for gene regulation, but the number of known TFBSs remains limited. We aimed to discover and characterize unknown TFBSs by developing a computational pipeline for analyzing ChIP-seq (chromatin immunoprecipitation followed by sequencing) data. Applying it to the latest ENCODE ChIP-seq data for human and mouse, we found that using the irreproducible discovery rate as a quality-control criterion resulted in many experiments being unnecessarily discarded. By contrast, the number of motif occurrences in ChIP-seq peak regions provides a highly effective criterion, which is reliable even if supported by only one experimental replicate. In total, we obtained 2,058 motifs from 1,089 experiments for 354 human TFs and 163 motifs from 101 experiments for 34 mouse TFs. Among these motifs, 487 have not previously been reported. Mapping the canonical motifs to the human genome reveals a high TFBS density ±2 kb around transcription start sites (TSSs) with a peak at -50 bp. On average, a promoter contains 5.7 TFBSs. However, 70% of TFBSs are in introns (41%) and intergenic regions (29%), whereas only 12% are in promoters (-1 kb to +100 bp from TSSs). Notably, some TFs (e.g., CTCF, JUN, JUNB, and NFE2) have motifs enriched in intergenic regions, including enhancers. We inferred 142 cobinding TF pairs and 186 (including 115 completely) tethered binding TF pairs, indicating frequent interactions between TFs and a higher frequency of tethered binding than cobinding. This study provides a large number of previously undocumented motifs and insights into the biological and genomic features of TFBSs.


Subject(s)
Chromatin Immunoprecipitation Sequencing/methods , Nucleotide Motifs , Transcription Factors/metabolism , Animals , Binding Sites , Humans , Mice , Promoter Regions, Genetic
3.
Proc Natl Acad Sci U S A ; 117(35): 21747-21756, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32817425

ABSTRACT

Arabidopsis AINTEGUMENTA (ANT), an AP2 transcription factor, is known to control plant growth and floral organogenesis. In this study, our transcriptome analysis and in situ hybridization assays of maize embryonic leaves suggested that maize ANT1 (ZmANT1) regulates vascular development. To better understand ANT1 functions, we determined the binding motif of ZmANT1 and then showed that ZmANT1 binds the promoters of millet SCR1, GNC, and AN3, which are key regulators of Kranz anatomy, chloroplast development, and plant growth, respectively. We generated a mutant with a single-codon deletion and two frameshift mutants of the ANT1 ortholog in the C4 millet Setaria viridis by the CRISPR/Cas9 technique. The two frameshift mutants displayed reduced photosynthesis efficiency and growth rate, smaller leaves, and lower grain yields than wild-type (WT) plants. Moreover, their leaves sporadically exhibited distorted Kranz anatomy and vein spacing. Conducting transcriptomic analysis of developing leaves in the WT and the three mutants we identified differentially expressed genes (DEGs) in the two frameshift mutant lines and found many down-regulated DEGs enriched in photosynthesis, heme, tetrapyrrole binding, and antioxidant activity. In addition, we predicted many target genes of ZmANT1 and chose 13 of them to confirm binding of ZmANT1 to their promoters. Based on the above observations, we proposed a model for ANT1 regulation of cell proliferation and leaf growth, vascular and vein development, chloroplast development, and photosynthesis through its target genes. Our study revealed biological roles of ANT1 in several developmental processes beyond its known roles in plant growth and floral organogenesis.


Subject(s)
Adenine Nucleotide Translocator 1/metabolism , Zea mays/growth & development , Zea mays/genetics , Adenine Nucleotide Translocator 1/physiology , Amino Acid Transport Systems, Neutral/genetics , Amino Acid Transport Systems, Neutral/metabolism , Chloroplasts/metabolism , Flowers/genetics , Flowers/growth & development , Gene Expression Profiling , Gene Expression Regulation, Plant/genetics , Millets/genetics , Millets/metabolism , Organogenesis, Plant/genetics , Photosynthesis/genetics , Photosynthesis/physiology , Plant Development/genetics , Plant Leaves/metabolism , Plant Proteins/genetics , Transcription Factors/metabolism , Transcriptome
4.
Proc Natl Acad Sci U S A ; 116(38): 19009-19018, 2019 09 17.
Article in English | MEDLINE | ID: mdl-31484772

ABSTRACT

How negative selection, positive selection, and population size contribute to the large variation in nucleotide substitution rates among RNA viruses remains unclear. Here, we studied the ratios of nonsynonymous-to-synonymous substitution rates (dN/dS) in protein-coding genes of human RNA and DNA viruses and mammals. Among the 21 RNA viruses studied, 18 showed a genome-average dN/dS from 0.01 to 0.10, indicating that over 90% of nonsynonymous mutations are eliminated by negative selection. Only HIV-1 showed a dN/dS (0.31) higher than that (0.22) in mammalian genes. By comparing the dN/dS values among genes in the same genome and among species or strains, we found that both positive selection and population size play significant roles in the dN/dS variation among genes and species. Indeed, even in flaviviruses and picornaviruses, which showed the lowest ratios among the 21 species studied, positive selection appears to have contributed significantly to dN/dS We found the view that positive selection occurs much more frequently in influenza A subtype H3N2 than subtype H1N1 holds only for the hemagglutinin and neuraminidase genes, but not for other genes. Moreover, we found no support for the view that vector-borne RNA viruses have lower dN/dS ratios than non-vector-borne viruses. In addition, we found a correlation between dN and dS, implying a correlation between dN and the mutation rate. Interestingly, only 2 of the 8 DNA viruses studied showed a dN/dS < 0.10, while 4 showed a dN/dS > 0.22. These observations increase our understanding of the mechanisms of RNA virus evolution.


Subject(s)
Evolution, Molecular , RNA Virus Infections/virology , RNA Viruses/genetics , Selection, Genetic , Viral Proteins/genetics , Animals , Genome, Viral , Humans , Mammals , Mutation Rate
5.
Proc Natl Acad Sci U S A ; 116(8): 3091-3099, 2019 02 19.
Article in English | MEDLINE | ID: mdl-30718437

ABSTRACT

Time-series transcriptomes of a biological process obtained under different conditions are useful for identifying the regulators of the process and their regulatory networks. However, such data are 3D (gene expression, time, and condition), and there is currently no method that can deal with their full complexity. Here, we developed a method that avoids time-point alignment and normalization between conditions. We applied it to analyze time-series transcriptomes of developing maize leaves under light-dark cycles and under total darkness and obtained eight time-ordered gene coexpression networks (TO-GCNs), which can be used to predict upstream regulators of any genes in the GCNs. One of the eight TO-GCNs is light-independent and likely includes all genes involved in the development of Kranz anatomy, which is a structure crucial for the high efficiency of photosynthesis in C4 plants. Using this TO-GCN, we predicted and experimentally validated a regulatory cascade upstream of SHORTROOT1, a key Kranz anatomy regulator. Moreover, we applied the method to compare transcriptomes from maize and rice leaf segments and identified regulators of maize C4 enzyme genes and RUBISCO SMALL SUBUNIT2 Our study provides not only a powerful method but also novel insights into the regulatory networks underlying Kranz anatomy development and C4 photosynthesis.


Subject(s)
Gene Regulatory Networks/genetics , Photosynthesis/genetics , Plant Leaves/genetics , Transcriptome/genetics , Gene Expression Regulation, Plant/genetics , Oryza/genetics , Photoperiod , Plant Proteins , Ribulose-Bisphosphate Carboxylase/genetics , Zea mays/genetics
6.
J Exp Bot ; 72(13): 4888-4903, 2021 06 22.
Article in English | MEDLINE | ID: mdl-33940615

ABSTRACT

GIBBERELLIN MYB GENE (GAMYB), UNDEVELOPED TAPETUM1 (UDT1), TDR INTERACTING PROTEIN2 (TIP2/bHLH142), TAPETUM DEGENERATION RETARDATION (TDR), and ETERNAL TAPETUM 1/DELAYED TAPETUM DEGENERATION (EAT1/DTD) are important transcription factors that play a crucial role during pollen development in rice. This study demonstrates that bHLH142 acts downstream of UDT1 and GAMYB and works as a 'hub' in these two pollen pathways. We show that GAMYB modulates bHLH142 expression through specific binding to the MYB motif of the bHLH142 promoter during the early stage of pollen development, while TDR acts as a transcriptional repressor of the GAMYB modulation of bHLH142 by binding to the E-box close to the MYB motif on the promoter. Altered expression of these transcription factors highlights that a tight, precise, and coordinated regulation among them is essential for normal pollen development. Most notably, we show that the regulatory pathways of GAMYB and UDT1 rely on bHLH142 in a direct and indirect manner, respectively, and function in different tissues with distinct biological roles during pollen development. This study advances our understanding of the molecular mechanisms of rice pollen development.


Subject(s)
Oryza , Flowers/genetics , Flowers/metabolism , Gene Expression Regulation, Plant , Oryza/genetics , Oryza/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Pollen/genetics , Pollen/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism
7.
Proc Natl Acad Sci U S A ; 114(33): E6884-E6891, 2017 08 15.
Article in English | MEDLINE | ID: mdl-28761000

ABSTRACT

High vein density, a distinctive trait of C4 leaves, is central to both C3-to-C4 evolution and conversion of C3 to C4-like crops. We tested the hypothesis that high vein density in C4 leaves is due to elevated auxin biosynthesis and transport in developing leaves. Up-regulation of genes in auxin biosynthesis pathways and higher auxin content were found in developing C4 leaves compared with developing C3 leaves. The same observation held for maize foliar (C4) and husk (C3) leaf primordia. Moreover, auxin content and vein density were increased in loss-of-function mutants of Arabidopsis MYC2, a suppressor of auxin biosynthesis. Treatment with an auxin biosynthesis inhibitor or an auxin transport inhibitor led to much fewer veins in new leaves. Finally, both Arabidopsis thaliana auxin efflux transporter pin1 and influx transporter lax2 mutants showed reduced vein numbers. Thus, development of high leaf vein density requires elevated auxin biosynthesis and transport.


Subject(s)
Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Indoleacetic Acids/metabolism , Plant Leaves/genetics , Plants/genetics , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis/metabolism , Biological Transport/genetics , Biosynthetic Pathways/genetics , Membrane Transport Proteins/genetics , Membrane Transport Proteins/metabolism , Mutation , Plant Development/genetics , Plant Leaves/growth & development , Plant Leaves/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Plants/classification , Plants/metabolism , Species Specificity , Zea mays/genetics , Zea mays/growth & development , Zea mays/metabolism
8.
Hum Genet ; 138(11-12): 1379-1389, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31679052

ABSTRACT

Betel quid (BQ) chewing is a prevailing risk for oral squamous cell carcinoma (OSCC) in Southeast Asia. Yet, the detailed mechanisms by which BQ chewing damages the genome are still not fully understood. Through exome sequencing of tumor-normal pairs from 196 male patients with OSCC, including 95 habitual BQ chewers and 101 non-BQ users, we conducted a quantitative survey of mutational signatures and genomic aberrations and explored their association with BQ chewing. We found that BQ-associated elevation in mutation rate was seen in cancers of the tongue, but not in overall OSCC. Additionally, we identified a mutational signature that is enriched in tumors from BQ users. Moreover, the numbers of small insertions and deletions (INDELs) and breakpoints derived from structural variations (SV) were increased, whereas the extent of loss of heterozygosity was decreased in BQ-related OSCC genomes. However, neither the number of base substitutions and microsatellite instability events nor the extent of copy-number alterations differed between BQ-related and -unrelated OSCC. In conclusion, consistent with the proposition that BQ chewing increases OSCC risk as a mutagen, our results unveil a BQ-associated mutational signature and indicate mutagenic impacts of BQ chewing on preferentially eliciting INDELs and SV-related breakpoints in OSCC genomes.


Subject(s)
Areca/adverse effects , Biomarkers, Tumor/genetics , Carcinoma, Squamous Cell/genetics , Gene Expression Regulation, Neoplastic/drug effects , Mastication , Mouth Neoplasms/genetics , Mutation , Adult , Aged , Carcinoma, Squamous Cell/chemically induced , Carcinoma, Squamous Cell/epidemiology , Case-Control Studies , Female , Humans , Male , Middle Aged , Mouth Neoplasms/chemically induced , Mouth Neoplasms/epidemiology
9.
Proc Natl Acad Sci U S A ; 112(19): E2477-86, 2015 May 12.
Article in English | MEDLINE | ID: mdl-25918418

ABSTRACT

Maize is a major crop and a model plant for studying C4 photosynthesis and leaf development. However, a genomewide regulatory network of leaf development is not yet available. This knowledge is useful for developing C3 crops to perform C4 photosynthesis for enhanced yields. Here, using 22 transcriptomes of developing maize leaves from dry seeds to 192 h post imbibition, we studied gene up- and down-regulation and functional transition during leaf development and inferred sets of strongly coexpressed genes. More significantly, we developed a method to predict transcription factor binding sites (TFBSs) and their cognate transcription factors (TFs) using genomic sequence and transcriptomic data. The method requires not only evolutionary conservation of candidate TFBSs and sets of strongly coexpressed genes but also that the genes in a gene set share the same Gene Ontology term so that they are involved in the same biological function. In addition, we developed another method to predict maize TF-TFBS pairs using known TF-TFBS pairs in Arabidopsis or rice. From these efforts, we predicted 1,340 novel TFBSs and 253 new TF-TFBS pairs in the maize genome, far exceeding the 30 TF-TFBS pairs currently known in maize. In most cases studied by both methods, the two methods gave similar predictions. In vitro tests of 12 predicted TF-TFBS interactions showed that our methods perform well. Our study has significantly expanded our knowledge on the regulatory network involved in maize leaf development.


Subject(s)
Gene Expression Regulation, Plant , Plant Leaves/metabolism , Transcription Factors/metabolism , Transcriptome , Zea mays/genetics , Amino Acid Motifs , Arabidopsis/genetics , Binding Sites , Computational Biology , Gene Expression Profiling , Gene Expression Regulation , Genome, Plant , Multigene Family , Oryza/genetics , Photosynthesis , Promoter Regions, Genetic , Protein Binding , Transcription, Genetic
10.
BMC Genomics ; 18(1): 117, 2017 01 31.
Article in English | MEDLINE | ID: mdl-28143393

ABSTRACT

BACKGROUND: Long non-coding RNAs (lncRNAs) are important in various biological processes, but very few studies on lncRNA have been conducted in birds. To identify IncRNAs expressed during feather development, we analyzed single-stranded RNA-seq (ssRNA-seq) data from the anterior and posterior dorsal regions during zebra finch (Taeniopygia guttata) embryonic development. Using published transcriptomic data, we further analyzed the evolutionary conservation of IncRNAs in birds and amniotes. RESULTS: A total of 1,081 lncRNAs, including 965 intergenic lncRNAs (lincRNAs), 59 intronic lncRNAs, and 57 antisense lncRNAs (lncNATs), were identified using our newly developed pipeline. These avian IncRNAs share similar characteristics with lncRNAs in mammals, such as shorter transcript length, lower exon number, lower average expression level and less sequence conservation than mRNAs. However, the proportion of lncRNAs overlapping with transposable elements in birds is much lower than that in mammals. We predicted the functions of IncRNAs based on the enriched functions of co-expressed protein-coding genes. Clusters of lncRNAs associated with natal down development were identified. The sequences and expression levels of candidate lncRNAs that shared conserved sequences among birds were validated by qPCR in both zebra finch and chicken. Finally, we identified three highly conserved lncRNAs that may be associated with natal down development. CONCLUSIONS: Our study provides the first systematical identification of avian lncRNAs using ssRNA-seq analysis and offers a resource of embryonically expressed lncRNAs in zebra finch. We also predicted the biological function of identified lncRNAs.


Subject(s)
Evolution, Molecular , Finches/genetics , RNA, Long Noncoding/genetics , Transcriptome , Animals , Cluster Analysis , Computational Biology/methods , Gene Expression Profiling , Genomics/methods
11.
Mol Biol Evol ; 33(11): 2769-2780, 2016 11.
Article in English | MEDLINE | ID: mdl-27501942

ABSTRACT

Feathers, which are mainly composed of α- and ß-keratins, are highly diversified, largely owing to duplication and diversification of ß-keratin genes during bird evolution. However, little is known about the regulatory changes that contributed to the expressional diversification of ß-keratin genes. To address this issue, we studied transcriptomes from five different parts of chicken contour and flight feathers. From these transcriptomes we inferred ß-keratin enriched co-expression modules of genes and predicted transcription factors (TFs) of ß-keratin genes. In total, we predicted 262 TF-target gene relationships in which 56 TFs regulate 91 ß-keratin genes; we validated 14 of them by in vitro tests. A dual criterion of TF enrichment and "TF-target gene" expression correlation identified 26 TFs as the major regulators of ß-keratin genes. According to our predictions, the ancestral scale and claw ß-keratin genes have common and unique regulators, whereas most feather ß-keratin genes show chromosome-wise regulation, distinct from scale and claw ß-keratin genes. Thus, after expansion from the ß-keratin gene on Chr7 to other chromosomes, which still shares a TF with scale and claw ß-keratin genes, most feather ß-keratin genes have recruited distinct or chromosome-specific regulators. Moreover, our data showed correlated gene expression profiles, positive or negative, between predicted TFs and their target genes over the five studied feather regions. Therefore, regulatory divergences among feather ß-keratin genes have contributed to structural differences among different parts of feathers. Our study sheds light on how feather ß-keratin genes have diverged in regulation from scale and claw ß-keratin genes and among themselves.


Subject(s)
Chickens/genetics , Feathers/physiology , Gene Expression Regulation/genetics , beta-Keratins/genetics , Animals , Biological Evolution , Evolution, Molecular , Feathers/metabolism , Genetic Variation , Multigene Family , Sequence Analysis, DNA/methods , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome , beta-Keratins/metabolism
12.
Proc Natl Acad Sci U S A ; 110(10): 3979-84, 2013 Mar 05.
Article in English | MEDLINE | ID: mdl-23431200

ABSTRACT

Our anatomical analysis revealed that a dry maize seed contains four to five embryonic leaves at different developmental stages. Rudimentary kranz structure (KS) is apparent in the first leaf with a substantial density, but its density decreases toward younger leaves. Upon imbibition, leaf expansion occurs rapidly with new KSs initiated from the palisade-like ground meristem cells in the middle of the leaf. In parallel to the anatomical analysis, we obtained the time course transcriptomes for the embryonic leaves in dry and imbibed seeds every 6 h up to hour 72. Over this time course, the embryonic leaves exhibit transcripts of 30,255 genes at a level that can be regarded as "expressed." In dry seeds, ∼25,500 genes are expressed, showing functional enrichment in transcription, RNA processing, protein synthesis, primary metabolic pathways, and calcium transport. During the 72-h time course, ∼13,900 genes, including 590 transcription factor genes, are differentially expressed. Indeed, by 30 h postimbibition, ∼2,200 genes expressed in dry seeds are already down-regulated, and ∼2,000 are up-regulated. Moreover, the top 1% expressed genes at 54 h or later are very different from those before 30 h, reflecting important developmental and physiological transitions. Interestingly, clusters of genes involved in hormone metabolism, signaling, and responses are differentially expressed at various time points and TF gene expression is also modular and stage specific. Our dataset provides an opportunity for hypothesizing the timing of regulatory actions, particularly in the context of KS development.


Subject(s)
Zea mays/embryology , Zea mays/genetics , Gene Expression Profiling , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Genes, Plant , Germination/genetics , Plant Growth Regulators/genetics , Plant Leaves/embryology , Plant Leaves/genetics , Plant Proteins/genetics , RNA, Plant/genetics , Seeds/embryology , Seeds/genetics , Transcription Factors/genetics , Zea mays/physiology
13.
BMC Cancer ; 15: 815, 2015 Oct 28.
Article in English | MEDLINE | ID: mdl-26510975

ABSTRACT

BACKGROUND: The role of extranodal extension (ENE) in penile cancer is controversial and has not been well studied. The aim of this study was to investigate the importance of ENE in predicting prognosis and presence of pelvic lymph node metastasis (PLNM) in penile cancer patients. METHODS: We searched related studies in Medline, Embase, Cochrane Library, and Scopus database. Hazard ratio (HR) and odds ratio (OR) were directly extracted or indirectly estimated from the included studies. RESULTS: A total of ten studies with 1,142 patients were included in this meta-analysis. Patients with ENE showed a worse cancer-specific survival (CSS) (HR = 1.90, 95 % confidence interval [CI] = 1.35-2.67, P = 0.0002) and overall survival (HR = 4.04, 95 % CI = 1.02-16.1, P = 0.05) than those without ENE. Further subgroup analysis revealed that the predictive value of ENE for CSS in penile cancer patients was significant regardless of the study's country of origin, but not in the subgroup with shorter follow-up time (<36 months, P = 0.38). Patients with ENE also showed a higher incidence of presenting with PLNM (OR = 4.95, 95 % CI = 2.58-9.49, P < 0.001). A stratified analysis demonstrated that the predictive role of ENE for PLNM was only detected in studies with a larger sample size (> 100 cases). No significant publication bias was observed, as suggested by Begg's and Egger's tests. CONCLUSIONS: ENE is associated with worse prognosis and high risk of PLNM in penile cancer patients. Due to the limited number of studies included in this meta-analysis, a large-scale, well-designed study will be required to verify our results.


Subject(s)
Penile Neoplasms/mortality , Penile Neoplasms/pathology , Humans , Lymph Nodes/pathology , Lymphatic Metastasis , Male , Odds Ratio , Penile Neoplasms/diagnosis , Prognosis , Proportional Hazards Models , Publication Bias
14.
BMC Genomics ; 15: 818, 2014 Sep 27.
Article in English | MEDLINE | ID: mdl-25261191

ABSTRACT

BACKGROUND: Transcription factors (TFs) contain DNA-binding domains (DBDs) and regulate gene expression by binding to specific DNA sequences. In addition, there are proteins, called transcription coregulators (TCs), which lack DBDs but can alter gene expression through interaction with TFs or RNA Polymerase II. Therefore, it is interesting to identify and classify the TFs and TCs in a genome. In this study, maize (Zea mays) and foxtail millet (Setaria italica), two important species for the study of C4 photosynthesis and kranz anatomy, were selected. RESULT: We conducted a comprehensive genome-wide annotation of TFs and TCs in maize B73 and in two strains of foxtail millet, Zhang gu and Yugu1, and classified them into families. To gain additional support for our predictions, we searched for their homologous genes in Arabidopsis or rice and studied their gene expression level using RNA-seq and microarray data. We identified many new TF and TC families in these two species, and described some evolutionary and functional aspects of the 9 new maize TF families. Moreover, we detected many pseudogenes and transposable elements in current databases. In addition, we examined tissue expression preferences of TF and TC families and identified tissue/condition-specific TFs and TCs in maize and millet. Finally, we identified potential C4-related TF and TC genes in maize and millet. CONCLUSIONS: Our results significantly expand current TF and TC annotations in maize and millet. We provided supporting evidence for our annotation from genomic and gene expression data and identified TF and TC genes with tissue preference in expression. Our study may facilitate the study of regulation of gene expression, tissue morphogenesis, and C4 photosynthesis in maize and millet. The data we generated in this study are available at http://sites.google.com/site/jjlmmtf.


Subject(s)
Gene Expression Profiling , Genomics , Molecular Sequence Annotation/methods , Plant Proteins/genetics , Setaria Plant/genetics , Transcription Factors/genetics , Zea mays/genetics , Databases, Genetic , Genome, Plant/genetics , Organ Specificity
15.
Curr Opin Plant Biol ; 76: 102454, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37743123

ABSTRACT

C4 photosynthesis is more efficient than C3 photosynthesis for two reasons. First, C4 plants have evolved efficient C4 enzymes to suppress wasteful photorespiration and enhance CO2 fixation. Second, C4 leaves have Kranz anatomy in which the veins are surrounded by one layer of bundle sheath (BS) cells and one layer of mesophyll (M) cells. The BS and M cells are functionally well differentiated and also well coordinated for rapid assimilation of atmospheric CO2 and transport of photo-assimilates between the two types of cells. Recent comparative transcriptomics of developing M and BS cells in young maize embryonic leaves revealed not only potential regulators of BS and M cell differentiation but also rapid early BS cell differentiation whereas slower, more prolonged M cell differentiation, contrary to the traditional view of a far simpler process of M cell development. Moreover, new upstream regulators of Kranz anatomy development have been identified and a number of gene co-expression modules for early vascular development have been inferred. Also, a candidate gene regulatory network associated with Kranz anatomy and vascular development has been constructed. Additionally, how whole genome duplication (WGD) may facilitate C4 evolution has been studied and the reasons for why the same WGD event led to successful C4 evolution in Gynandropsis gynandra but not in the sister species Tarenaya hassleriana have been proposed. Finally, new future research directions are suggested.


Subject(s)
Carbon Dioxide , Magnoliopsida , Photosynthesis/genetics , Plant Leaves/genetics , Plants/genetics , Gene Expression Profiling , Magnoliopsida/genetics
16.
Cell Death Dis ; 13(6): 538, 2022 06 08.
Article in English | MEDLINE | ID: mdl-35676242

ABSTRACT

Epigenome alteration in chondrocytes correlates with osteoarthritis (OA) development. H3K27me3 demethylase UTX regulates tissue homeostasis and deterioration, while its role was not yet studied in articulating joint tissue in situ. We now uncovered that increased UTX and H3K27me3 expression in articular chondrocytes positively correlated with human knee OA. Forced UTX expression upregulated the H3K27me3 enrichment at transcription factor Sox9 promoter, inhibiting key extracellular matrix molecules collagen II, aggrecan, and glycosaminoglycan in articular chondrocytes. Utx overexpression in knee joints aggravated the signs of OA, including articular cartilage damage, synovitis, osteophyte formation, and subchondral bone loss in mice. Chondrocyte-specific Utx knockout mice developed thicker articular cartilage than wild-type mice and showed few gonarthrotic symptoms during destabilized medial meniscus- and collagenase-induced joint injury. In vitro, Utx loss changed H3K27me3-binding epigenomic landscapes, which contributed to mitochondrial activity, cellular senescence, and cartilage development. Insulin-like growth factor 2 (Igf2) and polycomb repressive complex 2 (PRC2) core components Eed and Suz12 were, among others, functional target genes of Utx. Specifically, Utx deletion promoted Tfam transcription, mitochondrial respiration, ATP production and Igf2 transcription but inhibited Eed and Suz12 expression. Igf2 blockade or forced Eed or Suz12 expression increased H3K27 trimethylation and H3K27me3 enrichment at Sox9 promoter, compromising Utx loss-induced extracellular matrix overproduction. Taken together, UTX repressed articular chondrocytic activity, accelerating cartilage loss during OA. Utx loss promoted cartilage integrity through epigenetic stimulation of mitochondrial biogenesis and Igf2 transcription. This study highlighted a novel noncanonical role of Utx, in concert with PRC2 core components, in controlling H3K27 trimethylation and articular chondrocyte anabolism and OA development.


Subject(s)
Cartilage, Articular , Histone Demethylases , Osteoarthritis, Knee , Animals , Cartilage, Articular/pathology , Chondrocytes/metabolism , Chondrogenesis/genetics , Histone Demethylases/genetics , Histone Demethylases/metabolism , Histones/metabolism , Humans , Mice , Osteoarthritis, Knee/genetics , Polycomb Repressive Complex 2/metabolism
17.
J Immunother Cancer ; 10(2)2022 02.
Article in English | MEDLINE | ID: mdl-35121646

ABSTRACT

PURPOSE: Recurrent renal cell carcinoma(reRCC) is associated with poor prognosis and the underlying mechanism is not yet clear. A comprehensive understanding of tumor microenvironment (TME) of reRCC may aid in designing effective anticancer therapies, including immunotherapies. Single-cell transcriptomics holds great promise for investigating the TME, however, this technique has not been used in reRCC. Here, we aimed to explore the difference in the TME and gene expression pattern between primary RCC (pRCC) and reRCC at single-cell level. EXPERIMENTAL DESIGN: We performed single-cell RNA sequencing analyses of 32,073 cells from 2 pRCC, 2 reRCC, and 3 adjacent normal kidney samples. 41 pairs of pRCC and reRCC samples were collected as a validation cohort to assess differences observed in single-cell sequencing. The prognostic significance of related cells and markers were studied in 47 RCC patients underwent immunotherapy. The function of related cells and markers were validated via in vitro and in vivo experiments. RESULTS: reRCC had reduced CD8+ T cells but increased cancer-associated fibroblasts (CAFs) infiltration compared with pRCC. Reduced CD8+ T cells and increased CAFs infiltration were significantly associated with a worse response from immunotherapy. Remarkably, CAFs showed substantial expression of LGALS1 (Gal1). In vitro, CAFs could induce CD8+ T cells apoptosis via Gal1. In vivo, knockdown of Gal1 in CAFs suppressed tumor growth, increased CD8+ T cells infiltration, reduced the proportion of apoptotic CD8+ T cells and enhanced the efficacy of immunotherapy. CONCLUSIONS: We delineated the heterogeneity of reRCC and highlighted an innovative mechanism that CAFs acted as a suppressor of CD8+ T cells via Gal1. Targeting Gal1 combined with anti-PD1 showed promising efficacy in treating RCC.


Subject(s)
CD8-Positive T-Lymphocytes/metabolism , Carcinoma, Renal Cell/genetics , Immunotherapy/methods , Kidney Neoplasms/genetics , Lymphocytes, Tumor-Infiltrating/metabolism , Single-Cell Analysis/methods , Transcriptome/immunology , Translational Research, Biomedical/methods , Animals , Carcinoma, Renal Cell/pathology , Cell Line, Tumor , Female , Fibroblasts , Humans , Kidney Neoplasms/pathology , Male , Mice , Prognosis , Tumor Microenvironment
18.
Int J Surg ; 93: 106058, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34416355

ABSTRACT

BACKGROUND: The ileal conduit and ileal orthotopic neobladder were the most popular methods for urinary diversion following radical cystectomy. Stenting the anastomosis of ileo-ureter or ureter-neobladder was a common practice. However, it is still controversial if ureteral stents could prevent complications such as ureteroileal anastomosis stricture (UIAS) and ureteroileal anastomosis leakage (UIAL) after ureteral anastomosis. OBJECTIVES: This study aims to investigate the role of the ureteral stent in preventing UIAS and UIAL. DATA SOURCES: We systematically searched the related studies in PubMed, Embase, and Cochrane Library up to June 2020. STUDY ELIGIBILITY CRITERIA: Cohort studies that identified the use of stent and the incidence of UIAS or UIAL were recorded. DATA SYNTHESIS: Comparative meta-analysis was conducted on four cohort studies for comparison of UIAS and UIAL between the stented and nonstented groups. Besides, eleven studies which reported the events of UIAS and UIAL were used for meta-analysis of single proportion. RESULTS: A total of 11 studies were qualified for analysis. Comparative meta-analysis identified that the incidence of UIAS was higher in the stented group than that in the nonstented group, but this did not reach a significant difference (odds ratio [OR]: 1.64; 95% confidence interval [CI]: 0.88-3.05; P = 0.12). Besides, there was no difference in the incidences of UIAL between the stented and the nonstented groups. On meta-analysis of single proportion, the incidence of UIAS was 7% (95% CI: 3%-10%) in the stented group and 3% (95% CI: 1%-6%) in the nonstented group. The UIAL rate was 1% (95% CI, 0%-4%) in stented patients and 2% (95% CI, 1%-4%) in nonstented patients. CONCLUSION: Stenting the ureteroileal anastomosis resulted in a higher incidence of UIAS. There is no evidence to support ureteral stents could prevent the occurrence of UIAL after urinary diversion.


Subject(s)
Ureter , Urinary Diversion , Anastomosis, Surgical/adverse effects , Constriction, Pathologic/epidemiology , Constriction, Pathologic/etiology , Constriction, Pathologic/prevention & control , Cystectomy , Humans , Ileum/surgery , Incidence , Stents/adverse effects , Ureter/surgery , Urinary Diversion/adverse effects
19.
Redox Biol ; 48: 102201, 2021 Nov 27.
Article in English | MEDLINE | ID: mdl-34864630

ABSTRACT

Reactive oxygen species (ROS) which are continuously generated mainly by mitochondria, have been proved to play an important role in the stress signaling of cancer cells. Moreover, pentatricopeptide repeat (PPR) proteins have been suggested to take part in mitochondrial metabolism. However, the mechanisms integrating the actions of these distinct networks in urothelial carcinoma of the bladder (UCB) pathogenesis are elusive. In this study, we found that leucine rich pentatricopeptide repeat containing (LRPPRC) was frequently upregulated in UCB and that it was an independent prognostic factor in UCB. We further revealed that LRPPRC promoted UCB tumorigenesis by regulating the intracellular ROS homeostasis. Mechanistically, LRPPRC modulates ROS balance and protects UCB cells from oxidative stress via mt-mRNA metabolism and the circANKHD1/FOXM1 axis. In addition, the SRA stem-loop interacting RNA binding protein (SLIRP) directly interacted with LRPPRC to protect it from ubiquitination and proteasomal degradation. Notably, we showed that LRPPRC modulated the tumorigenesis of UCB cells in a circANKHD1-FOXM1-dependent manner. In conclusion, LRPPRC exerts critical roles in regulating UCB redox homeostasis and tumorigenesis, and is a prognostic factor for UCB; suggesting that LRPPRC may serve as an exploitable therapeutic target in UCB.

20.
Clin Cancer Res ; 15(4): 1393-9, 2009 Feb 15.
Article in English | MEDLINE | ID: mdl-19228740

ABSTRACT

PURPOSE: The present study was to investigate the clinical significance of sphingosine kinase 1 (SPHK1), an oncoenzyme, in the development and progression of gastric cancer. EXPERIMENTAL DESIGN: mRNA and protein levels of SPHK1 expression in normal gastric epithelial cells, gastric cancer cell lines, and paired gastric cancer lesions and the adjacent noncancerous tissues were examined using reverse transcription-PCR and Western blotting. Immunohistochemistry was employed to analyze SPHK1 expression in 175 clinicopathologically characterized gastric cancer cases. Statistical analyses were applied to derive prognostic and diagnostic associations. RESULTS: Levels of SPHK1 mRNA and protein were higher in gastric cancer cell lines than in normal gastric epithelial cells. SPHK1 protein level was up-regulated in gastric cancer lesions compared with that in the paired adjacent noncancerous tissues. Gastric cancer tissues from 115 of 175 (65.7%) patients revealed high level of SPHK1 protein expression in contrast to the undetectable or marginally detectable expression of SPHK1 in the adjacent noncancerous gastric tissues. Significantly different expression levels of SPHK1 were found in patients at different clinical stages (P=0.003), T classification (P=0.035), and M classification (P=0.020). Patients with higher SPHK1 expression had shorter overall survival time, whereas those with lower SPHK1 expression survived longer. Further multivariate analysis suggested that SPHK1 up-regulation was an independent prognostic indicator for the disease. CONCLUSIONS: SPHK1 protein could be a useful marker for the prognosis of gastric cancer. Further study on the potential use of SPHK1 as a therapeutic target is also warranted.


Subject(s)
Phosphotransferases (Alcohol Group Acceptor)/analysis , Stomach Neoplasms/enzymology , Adult , Aged , Biomarkers, Tumor/analysis , Cell Line, Tumor , Disease Progression , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Phosphotransferases (Alcohol Group Acceptor)/genetics , Prognosis , RNA, Messenger/analysis , Stomach Neoplasms/mortality , Stomach Neoplasms/pathology
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